{ "schema_version": "1.0", "repo": "openclaw/openclaw", "snapshot_id": "20260416T083839Z", "generated_at": "2026-04-16T13:13:36Z", "model": "gpt-5.4-mini?service_tier=flex", "reviews": [ { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 1, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62867", "issue:63190", "issue:63705", "issue:64067", "issue:64496", "issue:64798", "issue:64860", "issue:64912", "issue:64939", "issue:65082", "issue:65394", "issue:65667", "issue:65687", "issue:65695", "issue:65921", "issue:66097", "issue:66170", "issue:66809" ], "soft_pairs": [ "issue:64798|issue:64912", "issue:64496|issue:64939", "issue:64798|issue:65082", "issue:64496|issue:65394", "issue:63190|issue:64496", "issue:64496|issue:65687", "issue:64496|issue:66097", "issue:64798|issue:64860", "issue:64067|issue:64798", "issue:65667|issue:65695", "issue:63705|issue:64798", "issue:64912|issue:65082", "issue:62867|issue:65921", "issue:66170|issue:66809" ], "prepared_review_unit_hash": "215f700a64052d9d77c2f71ff200a919bb03b533a3bda93c9cdfab4f7ad18f42", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 14, "serialized_chars": 14743, "estimated_input_tokens": 3686, "estimated_eval_tokens": 7628 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is really two main duplicate families: a larger completion-cache/QA scenario-pack package issue, and a smaller browser CDP/loopback connectivity-policy issue. A few generic or unrelated items are present but should not be merged with those families.", "confidence": 0.82, "canonical_issue_reason": "Issue 65082 is the best canonical issue for the completion-cache cluster: it names the exact missing file ('qa/scenarios/index.md'), describes the root cause clearly, is already closed, and has the strongest follow-on reference trail.", "canonical_pr_reason": null, "best_issue_reason": "65082 is the strongest cluster anchor overall because it captures the concrete root cause behind the repeated completion-cache/plugin-update failures and matches multiple near-duplicate reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64798", "right": "issue:64912", "accept": true, "reason": "Same completion-cache/package-missing-scenario-pack bug; both describe the same failure mode around qa/scenarios being absent." }, { "left": "issue:64496", "right": "issue:64939", "accept": false, "reason": "Too generic to establish the same bug, and the audio-transcription report is a different concrete failure mode." }, { "left": "issue:64798", "right": "issue:65082", "accept": true, "reason": "Both point to the missing qa/scenarios/index.md package issue; 65082 is the clearer root-cause report." }, { "left": "issue:64496", "right": "issue:65394", "accept": false, "reason": "No specific evidence that the generic issue matches the multi-provider audio transcription failure." }, { "left": "issue:63190", "right": "issue:64496", "accept": false, "reason": "Unrelated topics; the generic issue does not provide enough signal to link it to Telegram ASR ingestion." }, { "left": "issue:64496", "right": "issue:65687", "accept": false, "reason": "No concrete shared code path can be established from the generic item; browser voice-conversation failure appears separate." }, { "left": "issue:64496", "right": "issue:66097", "accept": false, "reason": "Insufficient specificity on the generic issue to treat this as the same attachOnly CDP availability bug." }, { "left": "issue:64798", "right": "issue:64860", "accept": true, "reason": "Same scenario-pack/completion-cache family; both describe failure to locate qa/scenarios after an update." }, { "left": "issue:64067", "right": "issue:64798", "accept": true, "reason": "Both are the same missing qa/scenarios/index.md completion-cache/plugin-update failure with different symptom wording." }, { "left": "issue:65667", "right": "issue:65695", "accept": true, "reason": "These are the same browser CDP reachability false-negative family: health check/connectivity logic reports the child Chrome as unreachable/not reachable after start." }, { "left": "issue:63705", "right": "issue:64798", "accept": true, "reason": "Same underlying missing scenario-pack bug; both report completion-cache/plugin-update failure due to qa/scenarios/index.md." }, { "left": "issue:64912", "right": "issue:65082", "accept": true, "reason": "Same root cause: missing qa/scenarios content in the published package causing completion-cache refresh/update failures." }, { "left": "issue:62867", "right": "issue:65921", "accept": false, "reason": "Different products and failure modes; OpenClaw upgrade breakage is not the same as ACP launcher path resolution." }, { "left": "issue:66170", "right": "issue:66809", "accept": true, "reason": "Both describe the managed loopback/own-CDP-endpoint being blocked by SSRF or policy checks; same browser policy/connectivity bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 2, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53239", "issue:53240", "issue:63092", "issue:63705", "issue:64011", "issue:64510", "issue:65009", "issue:65082", "issue:65125", "issue:65674", "issue:65698", "issue:65721", "issue:65890", "issue:65908", "issue:66281", "issue:67482", "issue:67546" ], "soft_pairs": [ "issue:65125|issue:66281", "issue:63705|issue:65082", "issue:64011|issue:65009", "issue:65674|issue:65721", "issue:65890|issue:65908", "issue:53239|issue:53240", "issue:63092|issue:65698", "issue:64510|issue:65698", "issue:67482|issue:67546" ], "prepared_review_unit_hash": "56d4838241e3435b2488e1d89e64417eae07e024623d9420c212112d535a63f8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12978, "estimated_input_tokens": 3245, "estimated_eval_tokens": 6746 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one cohesive duplicate cluster; it contains several separate issue pairs. I accept 8 of 9 soft edges as true duplicates of the same underlying bug, and reject the generic OpenOnboard/init-wizard pair due to insufficient evidence of the same concrete failure mode.", "confidence": 0.92, "canonical_issue_reason": "No single canonical issue spans the whole set because the items break into multiple unrelated duplicate pairs; among the candidates, issue #65698 is the strongest representative of its pair since it states the specific root cause and scope most clearly.", "canonical_pr_reason": null, "best_issue_reason": "Issue #65698 is the best overall issue candidate because it is specific, root-caused, and the clearest statement of an actual defect; however, the overall set is heterogeneous, so it is only a best-in-class representative, not a global canonical for all items.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65125", "right": "issue:66281", "accept": true, "reason": "Both describe the same macOS browser/CDP attach failure: managed browser/user attach breaks on macOS, with DevToolsActivePort/CDP-style attach errors." }, { "left": "issue:63705", "right": "issue:65082", "accept": true, "reason": "Same completion-cache/package bug: update fails because qa/scenarios/index.md is missing from the packaged npm artifact." }, { "left": "issue:64011", "right": "issue:65009", "accept": true, "reason": "Same gateway crash path and error string; one adds Windows context, the other systemd restart behavior, but the underlying zombie-reconnect crash is the same." }, { "left": "issue:65674", "right": "issue:65721", "accept": true, "reason": "Both are about OpenClaw agents being able to modify critical config files and self-destruct; the second is a broader severity framing of the same defect." }, { "left": "issue:65890", "right": "issue:65908", "accept": true, "reason": "Same stale-QMD-collection bug causing memory search to fall back to builtin due to collection-name mismatch." }, { "left": "issue:53239", "right": "issue:53240", "accept": true, "reason": "Same Telegram multi-account exec approval resolution failure; the second just narrows it to non-default accounts." }, { "left": "issue:63092", "right": "issue:65698", "accept": true, "reason": "Both report the memory-wiki bridge importing zero artifacts from memory-core, and the later issue names the same cached-plugin/publicArtifacts root cause." }, { "left": "issue:64510", "right": "issue:65698", "accept": true, "reason": "Same memory-wiki bridge zero-artifacts defect; one describes the symptom, the other identifies the cached registry/publicArtifacts cause." }, { "left": "issue:67482", "right": "issue:67546", "accept": false, "reason": "The titles are too generic to establish the same concrete bug; 'Onboard Feature Bug' does not clearly match the init-wizard trim/undefined failure without stronger evidence." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 3, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62867", "issue:62875", "issue:63197", "issue:63677", "issue:63910", "issue:64860", "issue:64978", "issue:65082", "issue:65125", "issue:65695", "issue:65698", "issue:65976", "issue:65990", "issue:66170", "issue:66335", "issue:66553", "issue:66925" ], "soft_pairs": [ "issue:65990|issue:66170", "issue:64860|issue:65082", "issue:63910|issue:65082", "issue:64978|issue:65125", "issue:63677|issue:66553", "issue:65698|issue:65976", "issue:62867|issue:62875", "issue:65695|issue:66170", "issue:63197|issue:65698", "issue:65698|issue:66925", "issue:65125|issue:66335", "issue:65125|issue:65990" ], "prepared_review_unit_hash": "38483cfe380fa439a81d9d3b9749e37b79cfcc5927042fd51ca59da4502661c3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 12, "serialized_chars": 14027, "estimated_input_tokens": 3507, "estimated_eval_tokens": 7270 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one single duplicate cluster; it breaks into several smaller families: browser CDP reachability/attach failures, memory-wiki bridge publicArtifacts/import regressions, and packaging/completion missing-file issues. The strongest representative of the largest family is issue 66170.", "confidence": 0.74, "canonical_issue_reason": "No single issue covers the whole cluster cleanly. If a representative must be chosen, 66170 is the best anchor because it states the browser CDP root cause most precisely and sits at the center of the browser failure family.", "canonical_pr_reason": null, "best_issue_reason": "66170 is the most specific, root-cause-oriented report for the browser subcluster ('SSRF policy applied to its own CDP endpoint'), so it is the best overall issue representative here.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65990", "right": "issue:66170", "accept": true, "reason": "Same browser CDP reachability bug: both describe automated managed-browser startup failing while manual CDP access works; 66170 gives the underlying cause." }, { "left": "issue:64860", "right": "issue:65082", "accept": true, "reason": "Likely same packaging regression around 4.8/qa scenarios: one sees the scenario pack missing, the other names the missing qa/scenarios/index.md file." }, { "left": "issue:63910", "right": "issue:65082", "accept": false, "reason": "These point to different missing files and different failure paths (bash completions vs qa/scenarios npm packaging), so they do not look like the same bug." }, { "left": "issue:64978", "right": "issue:65125", "accept": true, "reason": "Both describe the same browser connection/availability check failing despite Chrome/CDP being reachable manually, with macOS and managed/user variants of the same symptom." }, { "left": "issue:63677", "right": "issue:66553", "accept": false, "reason": "One is a missing-STT-at-all bug for voice notes, the other is a timing race where transcription arrives too late; related area, but different failure modes." }, { "left": "issue:65698", "right": "issue:65976", "accept": true, "reason": "Same memory-wiki bridge regression family: publicArtifacts are lost/zeroed, causing import to think there are no artifacts and potentially remove bridge pages." }, { "left": "issue:62867", "right": "issue:62875", "accept": false, "reason": "Both mention 2026.4.7, but one is a general OpenClaw break and the other is a specific Telegram plugin packaging problem; insufficient evidence they are the same bug." }, { "left": "issue:65695", "right": "issue:66170", "accept": true, "reason": "Same browser CDP failure path: both say the agent/gateway cannot reach its own child Chrome CDP endpoint after startup." }, { "left": "issue:63197", "right": "issue:65698", "accept": true, "reason": "Both report memory-wiki bridge imports yielding zero artifacts because the memory capability's publicArtifacts state is not being preserved correctly." }, { "left": "issue:65698", "right": "issue:66925", "accept": true, "reason": "Same underlying memory-capability regression: overwrite-only registration drops memory-core publicArtifacts, which explains the bridge import failure." }, { "left": "issue:65125", "right": "issue:66335", "accept": true, "reason": "Same browser attach/startup bug family: automated CDP reachability fails while manual CDP works, with 66335 as another variant of the same check failing after launch." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 4, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53871", "issue:53876", "issue:63317", "issue:63677", "issue:64007", "issue:64454", "issue:65043", "issue:65076", "issue:65125", "issue:65434", "issue:65528", "issue:65890", "issue:66170", "issue:66516", "issue:66582", "issue:66809", "issue:67220", "issue:67532" ], "soft_pairs": [ "issue:67220|issue:67532", "issue:63677|issue:65076", "issue:53871|issue:53876", "issue:64007|issue:65890", "issue:65125|issue:65528", "issue:64454|issue:65043", "issue:65434|issue:66809", "issue:66516|issue:66582", "issue:63317|issue:65890", "issue:65125|issue:66170" ], "prepared_review_unit_hash": "469e86119b9c1aad7e9e462bfe7ddaacbb38cdeaa99a9a403772e7723e2501a0", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13989, "estimated_input_tokens": 3498, "estimated_eval_tokens": 7252 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not one single duplicate set; it breaks into several separate bug subgroups. The clearest true duplicates are the Telegram upgrade reports, the QMD memory-search/managed-collection reports, the Slack subagent routing reports, and the Active Memory reports. The browser, audio/STT, and baseUrl issues look related only at a broad subsystem level, not the same concrete bug.", "confidence": 0.63, "canonical_issue_reason": "If one issue must represent the batch, 65890 is the strongest canonical for the most concrete duplicate subgroup: it names the QMD managed-collection mismatch root cause and aligns with the other QMD memory-search reports better than any other item.", "canonical_pr_reason": null, "best_issue_reason": "65890 is the best overall issue to anchor the cluster because it is root-cause-oriented, specific, and clearly reusable as the canonical for its subgroup; the rest of the items split into separate subclusters.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67220", "right": "issue:67532", "accept": false, "reason": "Same broad symptom (baseUrl /v1 / 404), but different products and code paths: image/vision SDK behavior vs agent-scoped models.json handling. Not enough evidence of one underlying bug." }, { "left": "issue:63677", "right": "issue:65076", "accept": false, "reason": "Both concern audio/STT, but one is WhatsApp voice notes bypassing the pipeline and the other is OpenAI transcription returning empty output on valid OGG/Opus. Different failure modes and likely different fixes." }, { "left": "issue:53871", "right": "issue:53876", "accept": true, "reason": "Near-identical Telegram upgrade regression reports with the same 'not configured' symptom and same version range; these look like the same bug." }, { "left": "issue:64007", "right": "issue:65890", "accept": true, "reason": "Both describe the QMD memory search/managed collection mismatch problem; 65890 spells out the root cause that explains the missing collection behavior in 64007." }, { "left": "issue:65125", "right": "issue:65528", "accept": false, "reason": "Both are macOS browser failures, but one is attach failure despite manual CDP working while the other is the managed browser process dying after spawn. Different concrete issues." }, { "left": "issue:64454", "right": "issue:65043", "accept": true, "reason": "Both report Slack subagent completion escaping the intended thread routing and posting at top level. They appear to be the same code-path bug/regression." }, { "left": "issue:65434", "right": "issue:66809", "accept": false, "reason": "Both involve loopback/managed browser policy checks, but one is a false 'not running' detection and the other is an endpoint-blocked-after-navigation failure. Different symptoms and likely different root causes." }, { "left": "issue:66516", "right": "issue:66582", "accept": true, "reason": "These are effectively the same Active Memory bug reported with different titles; the second is just a shorter duplicate of the first." }, { "left": "issue:63317", "right": "issue:65890", "accept": true, "reason": "Both are QMD memory_search failures tied to the managed collection mismatch / wrong collection naming; 65890 provides the explicit root cause for the empty-result behavior in 63317." }, { "left": "issue:65125", "right": "issue:66170", "accept": false, "reason": "Shared browser/attachment context, but 66170 is specifically about SSRF policy self-blocking the loopback CDP endpoint, which is different from the generic macOS attach failure in 65125." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 5, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62867", "issue:62903", "issue:63677", "issue:63686", "issue:64017", "issue:64762", "issue:65076", "issue:65133", "issue:65214", "issue:65553", "issue:65890", "issue:65990", "issue:66514", "issue:66679", "issue:66809", "issue:66989", "issue:67188" ], "soft_pairs": [ "issue:66679|issue:66989", "issue:66514|issue:66809", "issue:63686|issue:64017", "issue:62867|issue:62903", "issue:65990|issue:66809", "issue:65214|issue:67188", "issue:65133|issue:66809", "issue:63677|issue:64762", "issue:64762|issue:65076", "issue:65553|issue:65890" ], "prepared_review_unit_hash": "034087661b8fb14d0aeab70f8b1602757f19678ac1288cfb6028cdb9d7ce2433", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13402, "estimated_input_tokens": 3351, "estimated_eval_tokens": 6958 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly heterogeneous: browser/CDP, audio transcription, Telegram/Slack, memory/QMD, and Discord ACP all appear to be separate bugs. The only clear duplicate-looking pair is the Discord ACP thread-binding regression reports.", "confidence": 0.82, "canonical_issue_reason": "issue:63686 is the clearest representative of the duplicate Discord ACP thread-binding bug: it names the concrete failure mode (`thread_binding_invalid`) and the regression context, while issue:64017 reads as a symptom of the same path.", "canonical_pr_reason": null, "best_issue_reason": "issue:63686 is the best single issue to keep because it is the most specific and diagnostic description of the underlying Discord ACP binding failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66679", "right": "issue:66989", "accept": false, "reason": "Both mention Telegram/Slack tool behavior, but one is about chat-triggered tools not executing and the other is about Slack Socket Mode receiving no inbound events. Different layers and likely different bugs." }, { "left": "issue:66514", "right": "issue:66809", "accept": false, "reason": "Both are browser/CDP failures, but one is a service-health vs dead-browser-path issue and the other is a policy block after successful navigation. Not the same concrete code-path bug." }, { "left": "issue:63686", "right": "issue:64017", "accept": true, "reason": "Both describe Discord ACP thread-bound session/binding failures in the same workflow, with closely matching error semantics (`thread_binding_invalid` / failed to bind target conversation)." }, { "left": "issue:62867", "right": "issue:62903", "accept": false, "reason": "Both are upgrade regressions, but one is OpenClaw/OpenClaw plugin breakage and the other is Telegram bundled plugin plus doctor config rewrite. Different affected components and symptoms." }, { "left": "issue:65990", "right": "issue:66809", "accept": false, "reason": "Both involve managed browser/CDP connectivity, but one is startup websocket reachability and the other is tab operations blocked by policy after host navigation. Different failures." }, { "left": "issue:65214", "right": "issue:67188", "accept": false, "reason": "The first is a specific bundled ElevenLabs extension loading problem; the second is an unspecific `tts` report. Not enough evidence of the same bug." }, { "left": "issue:65133", "right": "issue:66809", "accept": false, "reason": "Both concern managed browser/CDP behavior, but one fails the ready check on launch while the other fails later tab operations with a policy block. Distinct issues." }, { "left": "issue:63677", "right": "issue:64762", "accept": false, "reason": "Both mention audio transcription, but one is a WhatsApp STT pipeline bypass and the other is multipart/FormData corruption from the SSRF guard. Different root causes." }, { "left": "issue:64762", "right": "issue:65076", "accept": false, "reason": "Both affect transcription, but one is a transport/body corruption bug and the other is an OpenAI provider no-transcript/no-error behavior on valid OGG/Opus. Different failure modes." }, { "left": "issue:65553", "right": "issue:65890", "accept": false, "reason": "Both mention QMD/memory, but one is a hang on Raspberry Pi/arm64 and the other is a managed collection mismatch causing fallback on live search. Not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 6, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53955", "issue:54060", "issue:62672", "issue:62867", "issue:63317", "issue:63329", "issue:63686", "issue:63923", "issue:64798", "issue:64860", "issue:64912", "issue:65082", "issue:65990", "issue:66335", "issue:66741", "issue:66746", "issue:66830" ], "soft_pairs": [ "issue:53955|issue:63317", "issue:64860|issue:64912", "issue:62867|issue:65082", "issue:63923|issue:66830", "issue:62867|issue:64798", "issue:63329|issue:63686", "issue:65990|issue:66335", "issue:66741|issue:66746", "issue:54060|issue:62672" ], "prepared_review_unit_hash": "1a717ac3c13922fd341326552cfd3a1809892e9389172d2bff81c6584af30e44", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12951, "estimated_input_tokens": 3238, "estimated_eval_tokens": 6732 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set contains several distinct duplicate clusters, mostly around Discord ACP thread binding, browser CDP startup, scenario-pack packaging, fallback 429 handling, and sqlite-vec memory indexing. No pull requests are present. I accepted only pairs that appear to be the same concrete bug, and rejected broader or only loosely related similarity matches.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue spans the whole set because the items break into unrelated bug families. If one representative issue must be chosen, #63317 is the clearest standalone report: it is specific, detailed, and directly describes the QMD memory-search failure better than the other nearby reports.", "canonical_pr_reason": null, "best_issue_reason": "#63317 is the strongest issue candidate overall because it is a well-scoped, detailed, closed report with clear reproduction context and symptom description.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53955", "right": "issue:63317", "accept": false, "reason": "Related QMD memory-search symptoms, but one report is about indexing failing to build at all while the other says the index is healthy yet search still returns empty. Similar area, but not clearly the same bug." }, { "left": "issue:64860", "right": "issue:64912", "accept": true, "reason": "Both describe the same packaging omission around qa/scenarios causing the extension/completion-cache flow to fail after the update." }, { "left": "issue:62867", "right": "issue:65082", "accept": false, "reason": "#62867 is a broad upgrade regression report; #65082 is a specific missing-file packaging bug. Too little evidence they are the same underlying defect." }, { "left": "issue:63923", "right": "issue:66830", "accept": false, "reason": "Both involve compaction, but the failure modes differ materially: trigger logic/hard cap versus reserveTokens asymmetry dead zone." }, { "left": "issue:62867", "right": "issue:64798", "accept": false, "reason": "No meaningful match beyond being update-related; the bug subjects are unrelated." }, { "left": "issue:63329", "right": "issue:63686", "accept": true, "reason": "Same Discord ACP thread_binding_invalid regression after v2026.4.5, with #63329 providing the explicit channel-prefix/root-cause detail." }, { "left": "issue:65990", "right": "issue:66335", "accept": true, "reason": "Both report the same Chrome CDP websocket-not-reachable-after-launch failure, with manual CDP still working." }, { "left": "issue:66741", "right": "issue:66746", "accept": true, "reason": "Both point to sqlite-vec not being used despite being available, resulting in vector search/indexing falling back to FTS-only or never creating the vector table." }, { "left": "issue:54060", "right": "issue:62672", "accept": true, "reason": "These describe the same fallback-chain bug where a primary 429/rate-limit error leaks through even though a secondary model succeeds." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 7, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53244", "issue:53443", "issue:53605", "issue:53644", "issue:63067", "issue:63590", "issue:64011", "issue:65062", "issue:65064", "issue:65133", "issue:65355", "issue:65528", "issue:65722", "issue:65971", "issue:65990", "issue:66989", "issue:67190" ], "soft_pairs": [ "issue:65971|issue:66989", "issue:53244|issue:53605", "issue:53443|issue:65355", "issue:65062|issue:65064", "issue:65133|issue:65990", "issue:53644|issue:64011", "issue:63067|issue:63590", "issue:65528|issue:65990", "issue:65722|issue:67190" ], "prepared_review_unit_hash": "4e4fba2b6f534e3b7872bc58f8d508b86bd16cbdb555b71e97cc487424027424", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13056, "estimated_input_tokens": 3264, "estimated_eval_tokens": 6784 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This batch contains a few clear duplicate pairs around WhatsApp packaging, browser/CDP startup, memory-core plugin runtime, and wiki-bridge import. The other soft-similarity pairs look related at a subsystem level but describe different concrete failures and should stay separate.", "confidence": 0.87, "canonical_issue_reason": "Issue #67190 is the strongest anchor: it has the clearest repro, the highest engagement, and directly describes the same wiki-bridge import zero-artifacts bug as its duplicate report.", "canonical_pr_reason": null, "best_issue_reason": "Issue #67190 is the best overall issue to keep as the representative canonical ticket because it is specific, well-scoped, and already appears to be the resolved version of the duplicated bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65971", "right": "issue:66989", "accept": false, "reason": "Both are macOS gateway/runtime complaints, but one is a long-running message stall and the other is a Slack Socket Mode no-events problem; different failure modes and code paths." }, { "left": "issue:53244", "right": "issue:53605", "accept": true, "reason": "Same underlying packaging regression: the global/npm WhatsApp runtime files are missing from the published package in both reports." }, { "left": "issue:53443", "right": "issue:65355", "accept": false, "reason": "Both mention gateway probe false-negatives, but one is a local loopback case and the other is a non-loopback timeout cap issue; not the same concrete bug." }, { "left": "issue:65062", "right": "issue:65064", "accept": false, "reason": "#65062 is a broader umbrella issue covering two runtime bugs; #65064 is only one component of it, so they are not the same single bug/change." }, { "left": "issue:65133", "right": "issue:65990", "accept": true, "reason": "Both describe managed browser startup failing on macOS with CDP readiness/websocket checks, while manual launch works; same underlying browser startup bug." }, { "left": "issue:53644", "right": "issue:64011", "accept": false, "reason": "Both involve Discord gateway crashes, but the reported triggers differ enough\u2014code 1006 uncaught exception vs. zombie reconnect after disconnecting first\u2014to treat them as separate bugs." }, { "left": "issue:63067", "right": "issue:63590", "accept": true, "reason": "Same memory-core dreaming/plugin ownership conflict: another plugin owning `plugins.slots.memory` blocks the dreaming runtime in both reports." }, { "left": "issue:65528", "right": "issue:65990", "accept": false, "reason": "Both are managed-browser startup failures, but one is a silent process death and the other is a CDP websocket reachability failure; close but not clearly the same bug." }, { "left": "issue:65722", "right": "issue:67190", "accept": true, "reason": "These describe the same wiki bridge import failure: CLI returns 0 artifacts because the memory-core runtime is not initialized, while the gateway path works." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 8, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53955", "issue:62470", "issue:63138", "issue:64007", "issue:64067", "issue:64912", "issue:65448", "issue:65528", "issue:65695", "issue:65698", "issue:65890", "issue:65908", "issue:66353", "issue:66925", "issue:66958", "issue:67104", "issue:67190" ], "soft_pairs": [ "issue:65695|issue:66353", "issue:53955|issue:65890", "issue:64067|issue:64912", "issue:64007|issue:65908", "issue:66925|issue:67190", "issue:62470|issue:65448", "issue:65698|issue:67190", "issue:65528|issue:65695", "issue:63138|issue:65695", "issue:66958|issue:67104" ], "prepared_review_unit_hash": "7a895b681d59d2ec0660a72a0d87fb8aa04f19c4c1343cafdc6cbde5dabae872", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13379, "estimated_input_tokens": 3345, "estimated_eval_tokens": 6946 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues mostly form a few clear duplicate clusters: browser CDP/connectivity, QMD memory collection selection, QA scenarios packaging, Telegram command registration, and Gemini empty-output behavior. I rejected the macOS browser-process-death item as a different failure mode from the Chrome CDP reachability issue.", "confidence": 0.83, "canonical_issue_reason": "Issue 65908 is the best canonical issue anchor: it states the shared QMD memory-search stale-collection problem in a broad, concrete way and is open.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65908 is also the strongest overall issue candidate because it is specific enough to represent the memory-search duplicate cluster while remaining general enough to cover the related stale-collection reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65695", "right": "issue:66353", "accept": true, "reason": "Same browser/CDP failure: both describe Chrome being up but CDP detection/connectivity failing after startup." }, { "left": "issue:53955", "right": "issue:65890", "accept": true, "reason": "Same QMD memory-search bug: indexing/search falls back or returns empty because the managed collection target is wrong or mismatched." }, { "left": "issue:64067", "right": "issue:64912", "accept": true, "reason": "Same packaging omission: qa/scenarios is missing, causing completion-cache refresh/update to fail on the same missing path." }, { "left": "issue:64007", "right": "issue:65908", "accept": true, "reason": "Same stale QMD collection issue: memory search targets a collection that was never created or is stale, then falls back to builtin." }, { "left": "issue:66925", "right": "issue:67190", "accept": true, "reason": "Same wiki bridge import failure: both report 0 artifacts from the memory/wiki import path, with one pointing to the registration overwrite bug." }, { "left": "issue:62470", "right": "issue:65448", "accept": true, "reason": "Same Gemini/google-vertex empty-output symptom: both concern Gemini 3.x returning no visible reply, with includeThoughts as a specific trigger in one report." }, { "left": "issue:65698", "right": "issue:67190", "accept": true, "reason": "Same wiki bridge import artifact-loss bug: both say import returns 0 artifacts, matching the publicArtifacts restoration problem." }, { "left": "issue:65528", "right": "issue:65695", "accept": false, "reason": "Different failure mode: one is the managed browser process dying after spawn, the other is CDP reachability after Chrome start." }, { "left": "issue:63138", "right": "issue:65695", "accept": true, "reason": "Same Chrome CDP connectivity problem: websocket/CDP is unreachable after startup in both reports." }, { "left": "issue:66958", "right": "issue:67104", "accept": true, "reason": "Same Telegram command-menu regression: runtime registration resolves to an empty list / false auto-detection, leaving the menu empty." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 9, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62684", "issue:63923", "issue:64302", "issue:64510", "issue:64710", "issue:64867", "issue:64978", "issue:65309", "issue:65379", "issue:65695", "issue:65990", "issue:66281", "issue:66608", "issue:66830", "issue:67190", "issue:67220", "issue:67473" ], "soft_pairs": [ "issue:64978|issue:65990", "issue:65379|issue:65695", "issue:64302|issue:66830", "issue:64867|issue:65309", "issue:62684|issue:64710", "issue:63923|issue:67473", "issue:66608|issue:67220", "issue:65990|issue:66281", "issue:64510|issue:67190" ], "prepared_review_unit_hash": "ef99f47f0f1caef8899c078c57197fc7a2ef52b064ce824cf85d5c4a8ae3bc37", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13117, "estimated_input_tokens": 3280, "estimated_eval_tokens": 6816 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items split into several small duplicate families rather than one single bug: browser/CDP attach failures, Active Memory timeout regressions, Ollama agent timeouts, memory-wiki bridge returning zero artifacts, and auto-compaction failures. No pull requests are present.", "confidence": 0.67, "canonical_issue_reason": "65990 is the best overall issue anchor among the provided items: it is open, clearly scoped to the browser/CDP attach-failure path, and it lines up with multiple near-duplicate browser issues. The rest of the set is heterogeneous, so no single issue cleanly represents every item.", "canonical_pr_reason": null, "best_issue_reason": "65990 is the strongest triage target because it has the clearest symptom description and the broadest overlap with the browser/CDP duplicate subgroup.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64978", "right": "issue:65990", "accept": true, "reason": "Both describe managed Chrome/CDP startup failing even though DevTools is up; same browser attach failure path." }, { "left": "issue:65379", "right": "issue:65695", "accept": true, "reason": "Both are about the CDP reachability check/failed connection to child Chrome on the browser startup path; the Linux proxy-agent detail looks like the same underlying attach bug." }, { "left": "issue:64302", "right": "issue:66830", "accept": false, "reason": "Both involve compaction, but one is about settings being ignored while the other is a reserveTokens/reserveTokensFloor asymmetry; too different to treat as the same bug confidently." }, { "left": "issue:64867", "right": "issue:65309", "accept": true, "reason": "Same Active Memory timeout symptom: replies are blocked for tens of seconds and timeoutMs is not being respected." }, { "left": "issue:62684", "right": "issue:64710", "accept": true, "reason": "Both report Ollama agent requests timing out through the OpenClaw agent while direct API usage works, pointing to the same agent pipeline timeout issue." }, { "left": "issue:63923", "right": "issue:67473", "accept": true, "reason": "Both are auto-compaction never-triggering regressions; the custom contextWindow/summary-cap and embedded-runner wording look like variants of the same trigger logic failure." }, { "left": "issue:66608", "right": "issue:67220", "accept": false, "reason": "One is a vision request abort; the other is a /v1 baseUrl mismatch causing 404s. Same general area, but not the same concrete bug path." }, { "left": "issue:65990", "right": "issue:66281", "accept": true, "reason": "Both are CDP attach failures after Chrome startup; macOS DevToolsActivePort details fit the same browser connection problem." }, { "left": "issue:64510", "right": "issue:67190", "accept": true, "reason": "Both report the wiki bridge returning zero artifacts while the underlying bridge call works; same zero-result bridge/import bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 10, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53566", "issue:62470", "issue:62684", "issue:62958", "issue:63092", "issue:64776", "issue:65722", "issue:65908", "issue:65913", "issue:66281", "issue:66335", "issue:66382", "issue:66460", "issue:66642", "issue:66643", "issue:66746", "issue:66925", "issue:67190" ], "soft_pairs": [ "issue:53566|issue:62470", "issue:65722|issue:66925", "issue:66382|issue:66460", "issue:63092|issue:67190", "issue:66281|issue:66335", "issue:64776|issue:66746", "issue:65908|issue:65913", "issue:62684|issue:62958", "issue:66642|issue:66643" ], "prepared_review_unit_hash": "e0953acf92b5567dc48586f4d0f9105fe7680f0b65a03a8f2a07593610f9654a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13530, "estimated_input_tokens": 3383, "estimated_eval_tokens": 7022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The strongest duplicate clusters are around memory-wiki import/runtime initialization, browser CDP startup, Ollama agent hangs, sqlite-vec loading, and heartbeat relay behavior. The free-credits issues are exact language duplicates; the provider/model and heartbeat prompt issues are distinct and should stay separate.", "confidence": 0.78, "canonical_issue_reason": "Issue #67190 is the clearest representative of the memory-wiki import cluster: it gives a concrete CLI-vs-gateway repro and a narrow symptom, making it the most actionable canonical issue.", "canonical_pr_reason": null, "best_issue_reason": "Issue #67190 is the strongest standalone issue because it isolates the failing path and includes a direct comparison against the working gateway call, which makes triage and verification easiest.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53566", "right": "issue:62470", "accept": false, "reason": "Same provider family, but different concrete bugs: one is model-name rejection, the other is empty replies with thinkingConfig/includeThoughts. Not the same underlying defect." }, { "left": "issue:65722", "right": "issue:66925", "accept": true, "reason": "Both describe the wiki bridge import returning 0 artifacts because the memory-core runtime/capability wiring is wrong. The symptoms and likely fix point to the same underlying bug." }, { "left": "issue:66382", "right": "issue:66460", "accept": false, "reason": "Both involve heartbeat, but one is a prompt-content bug and the other is incorrect user-visible relaying of cron-owned exec events. Different failure modes and fixes." }, { "left": "issue:63092", "right": "issue:67190", "accept": true, "reason": "Both report the memory-wiki bridge import path returning 0 artifacts, with the CLI path failing while the gateway path works or the import source is not initialized correctly. Same underlying issue." }, { "left": "issue:66281", "right": "issue:66335", "accept": true, "reason": "Both are Chrome/CDP startup or attach failures in the browser tool, with DevToolsActivePort/websocket reachability as the common failure point. They look like the same browser connection regression." }, { "left": "issue:64776", "right": "issue:66746", "accept": true, "reason": "Both point to sqlite-vec not being available during memory indexing/sync, causing fallback to FTS-only behavior. Same underlying extension-loading problem." }, { "left": "issue:65908", "right": "issue:65913", "accept": true, "reason": "These are the same memory-collection resolution bug: stale/phantom memory-alt lookups and fallback to builtin when only MEMORY.md exists. Same root cause." }, { "left": "issue:62684", "right": "issue:62958", "accept": true, "reason": "Both describe local Ollama-backed agent execution hanging or timing out in the agent pipeline while interactive/TUI paths are fine. Same background-agent failure mode." }, { "left": "issue:66642", "right": "issue:66643", "accept": true, "reason": "These appear to be the same issue in different languages (English and Chinese) about alternatives to free credits." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 11, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:63092", "issue:64244", "issue:64510", "issue:64867", "issue:64978", "issue:65133", "issue:65218", "issue:65244", "issue:65465", "issue:65521", "issue:66065", "issue:66097", "issue:66281", "issue:66611", "issue:66804", "issue:66977", "issue:67491" ], "soft_pairs": [ "issue:64244|issue:67491", "issue:65133|issue:66065", "issue:65218|issue:65465", "issue:64978|issue:66281", "issue:65244|issue:66977", "issue:63092|issue:64510", "issue:66097|issue:66611", "issue:64978|issue:65521", "issue:64867|issue:66804", "issue:66065|issue:66097" ], "prepared_review_unit_hash": "b637056db8a7df927180ffb50f30f2d52f4753e249a029c165eb0f7f088102e5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13252, "estimated_input_tokens": 3313, "estimated_eval_tokens": 6882 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of separate duplicate pairs rather than one unified duplicate set. Clear matches appear in the memory-wiki bridge, managed-browser/CDP attach, sqlite reserveTokens, and attachOnly CDP profile issues; the rest are related but not close enough to merge.", "confidence": 0.73, "canonical_issue_reason": "No single canonical issue for the whole cluster: it spans multiple unrelated bug families. If an anchor is needed, 64510 is the cleanest closed duplicate for the memory-wiki bridge symptom.", "canonical_pr_reason": null, "best_issue_reason": "64510 is the best representative issue among the duplicated pairs because it is closed, concise, and matches 63092\u2019s exact '0 artifacts from memory-core' failure mode.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64244", "right": "issue:67491", "accept": false, "reason": "Both mention MiniMax image handling, but one is about routing to the wrong backend and the other is about URL-to-base64 conversion before API calls; different bugs/fixes." }, { "left": "issue:65133", "right": "issue:66065", "accept": true, "reason": "Same underlying managed-browser/CDP readiness failure: Chrome starts in managed mode but the system cannot reach the CDP endpoint, with manual launch working." }, { "left": "issue:65218", "right": "issue:65465", "accept": true, "reason": "Both describe the same compaction-reserve bug where precheck ignores config and uses reserveTokens=16384 instead of the configured reserve." }, { "left": "issue:64978", "right": "issue:66281", "accept": false, "reason": "Both are browser/CDP attach problems, but 64978 is a false startup readiness failure while 66281 is a macOS attach regression; too different to treat as the same fix." }, { "left": "issue:65244", "right": "issue:66977", "accept": false, "reason": "Both involve sqlite-vec loading, but one is about a missing allowExtension option and the other about a compile-time OMIT_LOAD_EXTENSION limitation; different root causes." }, { "left": "issue:63092", "right": "issue:64510", "accept": true, "reason": "Near-identical memory-wiki bridge duplicate: both report 0 imported artifacts from memory-core / public artifacts in bridge mode." }, { "left": "issue:66097", "right": "issue:66611", "accept": true, "reason": "Same attachOnly CDP profile bug: Chrome is running and /json/version is reachable, but the tool incorrectly reports the profile as not running / fails to connect." }, { "left": "issue:64978", "right": "issue:65521", "accept": false, "reason": "Related browser launch/CDP symptoms, but one is a false ready-check despite DevTools listening and the other is Chrome exiting immediately; not the same underlying bug." }, { "left": "issue:64867", "right": "issue:66804", "accept": false, "reason": "Both mention Active Memory timeouts, but 64867 is about failover-chain timeoutMs handling while 66804 is a MiniMax-M2.7 response-time timeout; not the same concrete issue." }, { "left": "issue:66065", "right": "issue:66097", "accept": false, "reason": "Both concern browser CDP connectivity, but one is managed-profile reachability and the other is attachOnly profile status reporting; similar area, different code path and fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 12, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53755", "issue:63092", "issue:63197", "issue:63923", "issue:64312", "issue:64668", "issue:64686", "issue:64762", "issue:64914", "issue:65112", "issue:65133", "issue:65276", "issue:65515", "issue:65521", "issue:65976", "issue:66281", "issue:66872", "issue:67158" ], "soft_pairs": [ "issue:53755|issue:67158", "issue:63092|issue:63197", "issue:65133|issue:66281", "issue:64312|issue:64762", "issue:65112|issue:65276", "issue:63923|issue:64914", "issue:65133|issue:65521", "issue:53755|issue:66872", "issue:64686|issue:65515", "issue:63092|issue:64668", "issue:63197|issue:65976" ], "prepared_review_unit_hash": "5a3216c39a5ea67f2bdae5a09f7bbcc049d7a19e27c25672061cb1373f7f11fe", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 14073, "estimated_input_tokens": 3519, "estimated_eval_tokens": 7294 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a mix of several small duplicate families rather than one single theme: memory-wiki bridge import failures, Telegram commentary leaks, multipart/FormData corruption, browser CDP attach failures, false provenance warnings, and Codex model-availability/auth reports. Only some soft edges look like true duplicates.", "confidence": 0.81, "canonical_issue_reason": "Issue 63197 is the clearest representative of the largest duplicate family: it states the bridge imports 0 artifacts while memory-core exposes public MEMORY.md and memory/*.md artifacts, which matches the related bridge reports.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63197 is the best issue to keep as the canonical representative because it is specific, root-cause oriented, and overlaps directly with the other memory-wiki bridge reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53755", "right": "issue:67158", "accept": false, "reason": "Related Codex model-availability symptoms, but not the same bug: one is catalog /models listing exposure, the other is OAuth rejection for specific models." }, { "left": "issue:63092", "right": "issue:63197", "accept": true, "reason": "Same memory-wiki bridge failure: both report 0 artifacts imported from memory-core, with 63197 adding the missing public-artifact detail." }, { "left": "issue:65133", "right": "issue:66281", "accept": true, "reason": "Both describe the same CDP attach/ready failure when launching Chrome on macOS; the wording and environment differ, but the underlying browser attach path matches." }, { "left": "issue:64312", "right": "issue:64762", "accept": true, "reason": "Same multipart/FormData corruption causing OpenAI audio transcription to fail; the titles describe the same broken request-body path with different guard labels." }, { "left": "issue:65112", "right": "issue:65276", "accept": true, "reason": "Same Telegram direct-session leak of commentary-phase assistant text to the user-visible chat." }, { "left": "issue:63923", "right": "issue:64914", "accept": false, "reason": "Both mention contextWindow/compaction, but one is auto-compaction threshold plus 16K summary capping, while the other is provider contextWindow being ignored when api is present." }, { "left": "issue:65133", "right": "issue:65521", "accept": false, "reason": "Different platforms and failures: macOS CDP ready-check issues versus Windows Chrome exiting immediately and never binding CDP." }, { "left": "issue:53755", "right": "issue:66872", "accept": false, "reason": "Both involve Codex models, but the concrete problems differ: model listing vs missingProvidersInUse reporting in status JSON." }, { "left": "issue:64686", "right": "issue:65515", "accept": true, "reason": "Exact same false provenance warning for ouraclaw/openclaw status." }, { "left": "issue:63092", "right": "issue:64668", "accept": true, "reason": "Same memory-wiki bridge import failure; 64668 is just the broader/shorter phrasing of the 0-artifact import bug." }, { "left": "issue:63197", "right": "issue:65976", "accept": true, "reason": "Same bridge zero-artifact reporting problem; 65976 adds the destructive side effect of removing existing bridge pages." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 13, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53363", "issue:53386", "issue:53892", "issue:62783", "issue:64067", "issue:64092", "issue:64860", "issue:65092", "issue:66042", "issue:66171", "issue:66203", "issue:66298", "issue:66299", "issue:66382", "issue:66487", "issue:66633", "issue:66925", "issue:67308" ], "soft_pairs": [ "issue:64092|issue:66633", "issue:62783|issue:66203", "issue:66042|issue:66171", "issue:65092|issue:66925", "issue:53363|issue:67308", "issue:53386|issue:53892", "issue:64067|issue:64860", "issue:66382|issue:66487", "issue:66298|issue:66299" ], "prepared_review_unit_hash": "ea600c48e0cbc65834c7edec9fcac107eefe53e86cd20a932c955af222c377cc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13525, "estimated_input_tokens": 3382, "estimated_eval_tokens": 7020 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a single duplicate set; it splits into several independent bug themes. I\u2019d accept 5 of the 9 soft pairs as same-root-cause duplicates (memory capability import, WhatsApp self-echo loops, QA scenario-pack lookup after update, heartbeat prompt payload loss, and ACP thread-bound command routing), while the rest are distinct failures.", "confidence": 0.78, "canonical_issue_reason": "Issue 66925 is the strongest canonical anchor among the duplicate candidates: it states the concrete root cause (overwrite-only registerMemoryCapability clobbering publicArtifacts) and the exact downstream failure (wiki bridge import returning zero artifacts).", "canonical_pr_reason": null, "best_issue_reason": "66925 is also the best standalone issue to keep because it is specific, root-cause oriented, and directly actionable; several other items are either broader symptoms or unrelated bugs.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64092", "right": "issue:66633", "accept": false, "reason": "Same broad provider/403 area, but different concrete failures: one is a misclassified DNS lookup error, the other is actual Cloudflare 403s after upgrade." }, { "left": "issue:62783", "right": "issue:66203", "accept": false, "reason": "Both involve cron/OpenRouter, but one is a 401 auth failure and the other is model-ID corruption; not the same bug." }, { "left": "issue:66042", "right": "issue:66171", "accept": false, "reason": "Related Matrix E2EE bootstrap symptoms, but distinct roots: ignored deviceId vs missing getSecretStorageKey callback implementation." }, { "left": "issue:65092", "right": "issue:66925", "accept": true, "reason": "These describe the same underlying memory-capability registration bug causing wiki-bridge import to see zero artifacts." }, { "left": "issue:53363", "right": "issue:67308", "accept": false, "reason": "Unrelated bugs: Mistral 422 failures versus heartbeat/HEARTBEAT.md token burn behavior." }, { "left": "issue:53386", "right": "issue:53892", "accept": true, "reason": "Both report WhatsApp outbound group messages being echoed back as inbound and triggering self-reply loops." }, { "left": "issue:64067", "right": "issue:64860", "accept": true, "reason": "Same scenario-pack lookup regression after the update; one is the specific missing path, the other is the broader QA Lab failure report." }, { "left": "issue:66382", "right": "issue:66487", "accept": true, "reason": "Same heartbeat exec-event prompt bug: the prompt drops the real payload/body and substitutes fallback text." }, { "left": "issue:66298", "right": "issue:66299", "accept": true, "reason": "Same ACP routing defect: thread-bound commands get swallowed because target-session resolution fails to fall back correctly." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 14, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53424", "issue:53605", "issue:62470", "issue:63665", "issue:64668", "issue:64852", "issue:64912", "issue:65076", "issue:65214", "issue:65674", "issue:65722", "issue:65976", "issue:66318", "issue:66625", "issue:66699", "issue:67104", "issue:67491" ], "soft_pairs": [ "issue:63665|issue:64912", "issue:65076|issue:65214", "issue:66699|issue:67104", "issue:53424|issue:53605", "issue:65674|issue:66318", "issue:62470|issue:64852", "issue:65722|issue:65976", "issue:66625|issue:67491", "issue:64668|issue:65976" ], "prepared_review_unit_hash": "300a58c4c5130746362db0246416225e3cca04407959a1b71dda54ef3fb7bde5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12870, "estimated_input_tokens": 3218, "estimated_eval_tokens": 6692 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly packaging/runtime regressions and a few unrelated provider bugs. Several pairs are likely duplicates around the same broken artifact/bridge path, while the Telegram, auth, and config-safety pairs are distinct.", "confidence": 0.82, "canonical_issue_reason": "Issue 64912 is the clearest regression report: it names the affected version, the missing package content, and the direct failure mode in completion cache refresh.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64912 is the strongest overall representative because it is concrete, version-scoped, and directly actionable for triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63665", "right": "issue:64912", "accept": true, "reason": "Same missing qa/scenarios packaging problem causing completion-cache update failure." }, { "left": "issue:65076", "right": "issue:65214", "accept": false, "reason": "Different subsystems and failure modes: OpenAI audio transcription vs ElevenLabs extension loading." }, { "left": "issue:66699", "right": "issue:67104", "accept": false, "reason": "One is a payload-size limit in setMyCommands; the other is provider startup resolving native=false." }, { "left": "issue:53424", "right": "issue:53605", "accept": true, "reason": "Both report the WhatsApp extension/runtime files missing from packaged distributions for adjacent releases." }, { "left": "issue:65674", "right": "issue:66318", "accept": false, "reason": "A security bug about config mutation is not the same as a feature request for layered protection." }, { "left": "issue:62470", "right": "issue:64852", "accept": false, "reason": "Unrelated bugs: Gemini empty replies with thinkingConfig vs google-vertex auth regression with 401 CREDENTIALS_MISSING." }, { "left": "issue:65722", "right": "issue:65976", "accept": true, "reason": "Same memory-wiki bridge/runtime path: zero artifacts during bridge import/bridge mode points to the same underlying bridge initialization failure." }, { "left": "issue:66625", "right": "issue:67491", "accept": true, "reason": "Both concern the MiniMax VLM image tool failing, and the URL-to-base64 preprocessing bug plausibly explains the reported failure." }, { "left": "issue:64668", "right": "issue:65976", "accept": true, "reason": "Both describe memory-wiki bridge import failing and producing zero artifacts, consistent with the same bridge malfunction." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 15, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53424", "issue:63092", "issue:63317", "issue:64272", "issue:64510", "issue:65208", "issue:65214", "issue:65443", "issue:65521", "issue:65528", "issue:65611", "issue:65698", "issue:65976", "issue:66097", "issue:66531", "issue:66532", "issue:66925" ], "soft_pairs": [ "issue:65208|issue:65521", "issue:64272|issue:65443", "issue:65521|issue:65528", "issue:66531|issue:66532", "issue:63092|issue:65976", "issue:63317|issue:65698", "issue:64510|issue:66925", "issue:53424|issue:65214", "issue:65611|issue:66097" ], "prepared_review_unit_hash": "b65d7f68298093cf961d35b5966b2473d39defdc723112e270526aee9fd57c1f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12915, "estimated_input_tokens": 3229, "estimated_eval_tokens": 6714 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most soft links are same-subsystem but not same bug. The clearest duplicate cluster is the memory-wiki bridge/publicArtifacts regression, where one issue describes the symptom and another identifies the root cause. The browser/CDP, TTS, and abort-RPC pairs are related themes but not the same concrete fix.", "confidence": 0.83, "canonical_issue_reason": "issue:66925 is the best canonical issue because it states the underlying root cause most explicitly: registerMemoryCapability is overwrite-only, which strips memory-core publicArtifacts and breaks wiki bridge import. It subsumes the broader zero-artifacts bridge symptoms in the related reports.", "canonical_pr_reason": null, "best_issue_reason": "issue:66925 is the strongest representative issue overall among the related set: it is specific, root-cause oriented, and broad enough to cover the duplicate bridge-import failures.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65208", "right": "issue:65521", "accept": false, "reason": "Both are browser/CDP launch failures, but one is a missing remote-debugging-port on macOS and the other is Windows Chrome exiting immediately. Related area, different concrete bug/path." }, { "left": "issue:64272", "right": "issue:65443", "accept": false, "reason": "Both involve TTS, but one is a regression in TTS generally while the other is Telegram direct-chat delivery failing despite success. Different symptom and likely different code path." }, { "left": "issue:65521", "right": "issue:65528", "accept": false, "reason": "Both concern managed browser launches failing, but the platform, failure mode, and reported root behavior differ enough that they are not clearly the same bug." }, { "left": "issue:66531", "right": "issue:66532", "accept": false, "reason": "These are closely related feature requests for abort APIs, but they are not the same change and could not be cleanly merged as one concrete implementation." }, { "left": "issue:63092", "right": "issue:65976", "accept": true, "reason": "Both describe memory-wiki bridge importing zero artifacts/public artifacts being missing, with the newer issue adding page-removal symptoms. Same underlying bridge regression." }, { "left": "issue:63317", "right": "issue:65698", "accept": false, "reason": "One is empty memory_search results from QMD memory; the other is bridge import losing exported artifacts due to cached registry state. Similar memory domain, different failure." }, { "left": "issue:64510", "right": "issue:66925", "accept": true, "reason": "Both point to the same wiki-bridge/publicArtifacts regression. 66925 provides the root cause that explains the zero-artifact bridge behavior in 64510." }, { "left": "issue:53424", "right": "issue:65214", "accept": false, "reason": "Both are bundled extension-loading problems, but one is a missing WhatsApp extension in a build artifact and the other is elevenlabs-speech not loading from plugin install state. Different artifact and likely different failure." }, { "left": "issue:65611", "right": "issue:66097", "accept": false, "reason": "Both involve attachOnly/CDP session detection, but one is not detecting an active session while the other falsely reports a custom CDP browser as not running even though /json/version works. Similar area, not clearly the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 16, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:54060", "issue:62684", "issue:63138", "issue:63665", "issue:63677", "issue:63683", "issue:63768", "issue:64665", "issue:65050", "issue:65052", "issue:65133", "issue:65829", "issue:65832", "issue:66314", "issue:66822", "issue:67220", "issue:67491", "issue:67517" ], "soft_pairs": [ "issue:62684|issue:66822", "issue:65829|issue:65832", "issue:54060|issue:67517", "issue:63677|issue:64665", "issue:67220|issue:67491", "issue:65050|issue:65052", "issue:63683|issue:66314", "issue:63138|issue:65133", "issue:63665|issue:63768" ], "prepared_review_unit_hash": "491d9f1f57fb82f09932af9b4b2949a3de1b511cce6e93fdffdfbd6f7452c41e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13710, "estimated_input_tokens": 3428, "estimated_eval_tokens": 7112 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items break into several unrelated bug families. Only three soft edges look like true duplicates: the two identical image-tool/custom-provider reports, the two identical Codex-native vision stall reports, and the two openclaw completion-cache refresh failures. The remaining pairs share broad themes but describe different failure modes or code paths.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue is a good global canonical for the whole set because the cluster is heterogeneous. If forced to pick the strongest duplicate anchor within one pair, issue 65832 is the clearest representative because it exactly matches 65829.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62684", "right": "issue:66822", "accept": false, "reason": "Both involve Ollama/timeouts, but one is a local Ollama agent pipeline timeout and the other is a concurrency setting flooding Ollama during indexing; different underlying bugs." }, { "left": "issue:65829", "right": "issue:65832", "accept": true, "reason": "Near-identical title and same custom-provider image-tool failure; these read as the same bug report." }, { "left": "issue:54060", "right": "issue:67517", "accept": false, "reason": "Both mention rate-limit-like surfacing in TUI, but one is usage-cap fallback behavior and the other is Cloudflare HTML being misclassified as rate_limit/DNS; distinct root causes." }, { "left": "issue:63677", "right": "issue:64665", "accept": false, "reason": "Both are WhatsApp/media related, but one is inbound voice notes skipping STT and the other is outbound media being dropped; opposite directions and different pipelines." }, { "left": "issue:67220", "right": "issue:67491", "accept": false, "reason": "Both are image/vision bugs, but one is a missing /v1 baseUrl handling in the text agent loop and the other is URL images not converted to base64 for MiniMax VL; different code paths." }, { "left": "issue:65050", "right": "issue:65052", "accept": true, "reason": "Exact same title and same described symptom: codex-native vision turns stall when inbound images are present and the dynamic image tool remains exposed." }, { "left": "issue:63683", "right": "issue:66314", "accept": false, "reason": "Anthropic CLI failure is unrelated to the billing cooldown error-message regression; no shared underlying bug." }, { "left": "issue:63138", "right": "issue:65133", "accept": false, "reason": "Both concern Chrome/CDP startup, but one is a websocket reachability issue after launch and the other is a managed-profile CDP ready-check failure on a specific platform; too environment-specific to merge confidently." }, { "left": "issue:63665", "right": "issue:63768", "accept": true, "reason": "Same openclaw update completion-cache refresh problem, both centered on missing qa/scenarios assets during update." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 17, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53239", "issue:62985", "issue:63541", "issue:63569", "issue:63768", "issue:64235", "issue:64274", "issue:64912", "issue:64978", "issue:65133", "issue:65177", "issue:65434", "issue:65558", "issue:66097", "issue:66514", "issue:66906", "issue:66989" ], "soft_pairs": [ "issue:63541|issue:63768", "issue:64978|issue:65133", "issue:64235|issue:66989", "issue:53239|issue:66906", "issue:65434|issue:66514", "issue:62985|issue:65177", "issue:65434|issue:66097", "issue:65133|issue:66097", "issue:64274|issue:65558", "issue:63768|issue:64912", "issue:63569|issue:63768" ], "prepared_review_unit_hash": "b8e4aa2cc793336cf89578b91c964420b50b2728a9e3ed9fe73f9e82a2fcff6e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 11, "serialized_chars": 13500, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster splits into a few clear duplicate groups: missing qa/scenarios files in published npm packages causing completion-cache failures, and CDP/browser readiness false negatives during startup/attachOnly flows. The Telegram/Discord/Slack/auth items are unrelated and should not be merged.", "confidence": 0.84, "canonical_issue_reason": "Issue 63768 is the best anchor for the qa/scenarios completion-cache bug because it states the root cause and symptom most directly, and it matches the other package-missing reports.", "canonical_pr_reason": null, "best_issue_reason": "63768 is the strongest representative overall for this cluster because it cleanly captures one of the real duplicate groups and is connected to the closest matching follow-up reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63541", "right": "issue:63768", "accept": true, "reason": "Same bug: published package is missing qa/scenarios/index.md, which breaks completion-cache generation/refresh." }, { "left": "issue:64978", "right": "issue:65133", "accept": true, "reason": "Both describe the same CDP readiness false negative during managed Chrome startup: the browser is up/listening, but the checker reports failure." }, { "left": "issue:64235", "right": "issue:66989", "accept": false, "reason": "Different products and failures: Telegram sendMessage network errors vs Slack Socket Mode receiving no inbound events." }, { "left": "issue:53239", "right": "issue:66906", "accept": false, "reason": "Both involve approval flows, but they are different platforms and different failure modes (Telegram approval-id resolution vs Discord submit errors)." }, { "left": "issue:65434", "right": "issue:66514", "accept": false, "reason": "Not the same underlying bug: one is a false 'not running' report despite healthy CDP/websocket, the other says the browser path is dead despite healthy service." }, { "left": "issue:62985", "right": "issue:65177", "accept": false, "reason": "Unrelated Telegram multi-account config issue vs Feishu botName migration bug." }, { "left": "issue:65434", "right": "issue:66097", "accept": true, "reason": "Same attachOnly/CDP readiness problem: a custom loopback CDP profile is reachable via /json/version/websocket but is still reported as not running." }, { "left": "issue:65133", "right": "issue:66097", "accept": false, "reason": "Similar area, but different launch modes and symptoms: managed-profile startup/CDP-ready-check failure vs attachOnly profile reporting not running." }, { "left": "issue:64274", "right": "issue:65558", "accept": false, "reason": "Different auth-related bugs: MiniMax auth resolution from the wrong profile file vs MiniMax refs leaking after OAuth onboarding." }, { "left": "issue:63768", "right": "issue:64912", "accept": true, "reason": "Same completion-cache/package regression: qa/scenarios content is missing from the 2026.4.10 package, causing refresh to fail." }, { "left": "issue:63569", "right": "issue:63768", "accept": true, "reason": "Same missing qa/scenarios package bug; both reports point to completion-cache generation/refresh failing because the files are absent from the published dist." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 18, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53415", "issue:62470", "issue:62684", "issue:62699", "issue:62958", "issue:63441", "issue:63665", "issue:64067", "issue:64186", "issue:64326", "issue:64533", "issue:65314", "issue:65964", "issue:66251", "issue:66263", "issue:66382", "issue:66814" ], "soft_pairs": [ "issue:62958|issue:65314", "issue:53415|issue:62699", "issue:66251|issue:66263", "issue:63441|issue:64186", "issue:63665|issue:64067", "issue:64533|issue:65964", "issue:53233|issue:62470", "issue:66382|issue:66814", "issue:62684|issue:64326" ], "prepared_review_unit_hash": "1d5af19801732416833bd2a3bf90c0fe36a26665bffcbd1923b795dfb10cbf68", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13466, "estimated_input_tokens": 3367, "estimated_eval_tokens": 6990 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one duplicate cluster; it splits into several independent bug pairs plus a few unrelated issues. I accepted the clear same-bug pairs for Ollama agent timeouts, ACP session failure, completion-cache QA pack lookup, and TTS media-path filtering, and rejected the rest as different concrete problems.", "confidence": 0.92, "canonical_issue_reason": "No single canonical issue for the whole set: the items cover multiple unrelated bug families, so choosing one repository-wide canonical would be arbitrary.", "canonical_pr_reason": "No PRs are present in this cluster.", "best_issue_reason": "No global best issue across the full set; the most specific duplicates belong to separate pairs, so there is no single issue that best represents all items.", "best_pr_reason": "No PRs are present in this cluster.", "soft_edge_verdicts": [ { "left": "issue:62958", "right": "issue:65314", "accept": true, "reason": "Same underlying bug: OpenClaw agent mode times out/hangs with local Ollama while direct Ollama/TUI paths still work." }, { "left": "issue:53415", "right": "issue:62699", "accept": true, "reason": "Both describe ACP persistent sessions failing with `queue owner unavailable` and not recovering after spawn/resume." }, { "left": "issue:66251", "right": "issue:66263", "accept": false, "reason": "62651 is an umbrella tracking issue; 66263 is a specific native-compaction stale-context bug. Not the same concrete defect." }, { "left": "issue:63441", "right": "issue:64186", "accept": false, "reason": "One is a general multi-Ollama-provider failure; the other is specifically using the local Ollama CLI instead of the remote API endpoint." }, { "left": "issue:63665", "right": "issue:64067", "accept": true, "reason": "Both report the same completion-cache update failure caused by a missing QA scenario pack path." }, { "left": "issue:64533", "right": "issue:65964", "accept": true, "reason": "Same TTS media-path validation problem: reply audio is blocked/dropped because absolute paths under `/tmp/openclaw` are rejected." }, { "left": "issue:53233", "right": "issue:62470", "accept": false, "reason": "Different provider bugs: Anthropic rate-limit cooldown leakage vs Vertex/Gemini empty replies with `thinkingConfig` and `includeThoughts=true`." }, { "left": "issue:66382", "right": "issue:66814", "accept": false, "reason": "Related event plumbing area, but different failures: one drops the system-event body in the relay prompt, the other leaks internal events into the visible UI transcript." }, { "left": "issue:62684", "right": "issue:64326", "accept": false, "reason": "One is an Ollama agent-mode timeout/hang; the other is a hardcoded token-limit bug causing premature compaction. Different code-path problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 19, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53755", "issue:62470", "issue:62672", "issue:63138", "issue:64011", "issue:64283", "issue:64978", "issue:65234", "issue:65521", "issue:65971", "issue:66335", "issue:66633", "issue:66699", "issue:66950", "issue:66958", "issue:67104", "issue:67517", "issue:67576" ], "soft_pairs": [ "issue:63138|issue:65521", "issue:64978|issue:66335", "issue:66633|issue:67517", "issue:53755|issue:67576", "issue:66950|issue:67104", "issue:62470|issue:64283", "issue:64011|issue:65971", "issue:62672|issue:65234", "issue:66699|issue:66958" ], "prepared_review_unit_hash": "aafd77a64a42caaa576580fba3a4a7d48444387e54fca862cb0e9edcaf4ba1cd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13665, "estimated_input_tokens": 3417, "estimated_eval_tokens": 7090 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a mixed bag of unrelated bugs, with a few likely duplicate pairs in the browser-startup, Telegram command-menu, and possibly Cloudflare/openai-codex areas. I treated duplicates narrowly and only accepted pairs that describe the same concrete failure path.", "confidence": 0.83, "canonical_issue_reason": "Issue 66958 is the clearest, most specific Telegram command-menu report: it explains the startup path where runtime command registration resolves to an empty list and clears the native menu, which makes it the best canonical target among the close Telegram duplicates.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66958 is the best overall issue to anchor the cluster\u2019s only strong duplicate theme because it has the most actionable root-cause description and overlaps cleanly with the other Telegram menu reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63138", "right": "issue:65521", "accept": true, "reason": "Same browser/CDP startup failure: Chrome launches but the CDP websocket never becomes reachable, with both reports pointing to the managed Chrome startup path." }, { "left": "issue:64978", "right": "issue:66335", "accept": true, "reason": "Both describe managed Chrome startup falsely failing even though DevTools/CDP is actually listening or reachable, so they look like the same startup-detection bug." }, { "left": "issue:66633", "right": "issue:67517", "accept": false, "reason": "Same provider family, but the symptoms differ: one is a post-upgrade Cloudflare 403 regression, the other is Cloudflare HTML being misclassified as rate_limit/DNS. Related, but not clearly the same bug." }, { "left": "issue:53755", "right": "issue:67576", "accept": false, "reason": "Different problems: one is a models-list/catalog exposure issue, the other is provider selection falling back incorrectly for infer runs." }, { "left": "issue:66950", "right": "issue:67104", "accept": true, "reason": "Both point to the Telegram native command menu ending up empty because startup/runtime registration resolves to no commands." }, { "left": "issue:62470", "right": "issue:64283", "accept": false, "reason": "Completely different areas and failure modes: Gemini empty replies with thinking config vs gateway reinstall dropping GOOGLE_APPLICATION_CREDENTIALS." }, { "left": "issue:64011", "right": "issue:65971", "accept": false, "reason": "Both involve gateway instability, but one is a Discord reconnect crash on Windows and the other is a macOS message-processing stall after 15\u201320 minutes." }, { "left": "issue:62672", "right": "issue:65234", "accept": false, "reason": "Both involve fallback logic, but one is 429 propagation to secondary providers and the other is session-start model switching skipping fallback attempts." }, { "left": "issue:66699", "right": "issue:66958", "accept": false, "reason": "Both affect Telegram command menus, but they describe different root causes: payload-budget overflow vs empty-list startup registration." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 20, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62684", "issue:63541", "issue:63665", "issue:63705", "issue:63768", "issue:63968", "issue:64011", "issue:64019", "issue:64067", "issue:64407", "issue:64476", "issue:64603", "issue:64867", "issue:65314", "issue:65341", "issue:65517", "issue:66251", "issue:66262" ], "soft_pairs": [ "issue:63768|issue:63968", "issue:63541|issue:63665", "issue:64011|issue:64603", "issue:64019|issue:65341", "issue:63705|issue:64067", "issue:66251|issue:66262", "issue:64407|issue:64476", "issue:62684|issue:65314", "issue:64867|issue:65517" ], "prepared_review_unit_hash": "79bc39d8c3fa3404a84f22346c54bab09889783532796a0b6df25671b402f0f3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13448, "estimated_input_tokens": 3362, "estimated_eval_tokens": 6980 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster mostly splits into a few duplicate issue groups: a clear qa/scenario-pack packaging regression around missing `qa/scenarios/index.md`, plus several unrelated or only loosely related gateway, memory, and Ollama timeout reports. I accepted only the pairs that appear to share the same concrete failure mode.", "confidence": 0.76, "canonical_issue_reason": "issue:63705 is the cleanest representative of the repeated qa scenario-pack regression: it names the exact missing file (`qa/scenarios/index.md`) and the completion-cache/plugin update failure without being overly version- or command-specific.", "canonical_pr_reason": null, "best_issue_reason": "issue:63705 is the best overall issue anchor for the main duplicate theme because it captures the shared root cause across the qa-package reports and is phrased generically enough to subsume the nearby variants.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63768", "right": "issue:63968", "accept": true, "reason": "Same packaging regression: both report `qa/scenarios/index.md` missing and `openclaw`/completion-cache failures on 2026.4.9." }, { "left": "issue:63541", "right": "issue:63665", "accept": true, "reason": "Both describe completion-cache update failures caused by the qa scenario pack/file missing from the published distribution." }, { "left": "issue:64011", "right": "issue:64603", "accept": false, "reason": "Different problems: Windows Discord gateway reconnect crash vs a punycode deprecation warning." }, { "left": "issue:64019", "right": "issue:65341", "accept": false, "reason": "Insufficient evidence to treat as the same bug; one is a specific missing-idempotencyKey memory-core failure and the other has no usable title." }, { "left": "issue:63705", "right": "issue:64067", "accept": true, "reason": "Same underlying missing-file regression (`qa/scenarios/index.md`) breaking completion-cache / plugin update flows." }, { "left": "issue:66251", "right": "issue:66262", "accept": false, "reason": "A tracking/meta issue is not the same as a concrete gateway-reset thread-binding bug." }, { "left": "issue:64407", "right": "issue:64476", "accept": true, "reason": "Both report Windows gateway RPC/connect timeouts/failures with the gateway process up, suggesting the same connectivity regression." }, { "left": "issue:62684", "right": "issue:65314", "accept": true, "reason": "Both are Ollama agent-mode timeout reports with the model responding quickly outside agent mode, pointing to the same agent pipeline issue." }, { "left": "issue:64867", "right": "issue:65517", "accept": false, "reason": "Related active-memory symptoms, but the titles point to different concrete failures (timeout enforcement vs Telegram polling/event-loop starvation) and are not clearly the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 21, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53644", "issue:53673", "issue:53906", "issue:62672", "issue:63110", "issue:63360", "issue:63361", "issue:64011", "issue:64476", "issue:65009", "issue:65193", "issue:65430", "issue:66016", "issue:66633", "issue:66674", "issue:67131", "issue:67241" ], "soft_pairs": [ "issue:65193|issue:66016", "issue:66633|issue:67131", "issue:64011|issue:64476", "issue:53644|issue:65009", "issue:53673|issue:63110", "issue:63360|issue:63361", "issue:65430|issue:67241", "issue:53906|issue:62672", "issue:66633|issue:66674" ], "prepared_review_unit_hash": "4865f3120d74f6ab8dc0ed1a81da7b515c9fe890631cf9f8ab6ea4797434b84d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13028, "estimated_input_tokens": 3257, "estimated_eval_tokens": 6770 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Two clear duplicate issue pairs stand out: the cron runningAtMs crash, and the Slack legacyConfigRules startup crash. The remaining soft pairs are related only at a broad subsystem level and should stay separate.", "confidence": 0.79, "canonical_issue_reason": "issue:65193 is the earliest, cleanest report of the cron runningAtMs TypeError; issue:66016 reads like the later duplicate for the same bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:66016 is the strongest live tracker for that cron bug because it has more inbound references and richer discussion context.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65193", "right": "issue:66016", "accept": true, "reason": "Same cron bug and same undefined runningAtMs failure; one is a duplicate report of the other." }, { "left": "issue:66633", "right": "issue:67131", "accept": false, "reason": "Both touch openai-codex/baseUrl handling, but one is a Cloudflare 403 regression and the other is a persisted models.json baseUrl issue; not the same concrete bug." }, { "left": "issue:64011", "right": "issue:64476", "accept": false, "reason": "Both are Windows gateway problems, but one is a reconnect-zombie crash and the other is RPC timeouts/partial failures; different symptoms and likely different paths." }, { "left": "issue:53644", "right": "issue:65009", "accept": false, "reason": "Both mention gateway reconnect crashes, but the error conditions differ enough that this does not look like the same underlying bug." }, { "left": "issue:53673", "right": "issue:63110", "accept": false, "reason": "Both involve audio delivery on chat platforms, but Telegram force-send behavior and WhatsApp tts/voice-note delivery are separate features and failures." }, { "left": "issue:63360", "right": "issue:63361", "accept": true, "reason": "Same Slack contract API crash around legacyConfigRules; one issue is the bug report and the other is the fix/stub for it." }, { "left": "issue:65430", "right": "issue:67241", "accept": false, "reason": "Both are BlueBubbles attachment-related, but one is inbound image webhook ingestion and the other is Node 22 attachment-download failure; not the same bug." }, { "left": "issue:53906", "right": "issue:62672", "accept": false, "reason": "Both involve rate limiting/fallbacks, but one is a broad recovery cascade and the other is primary 429 propagation to secondary providers; too different to merge." }, { "left": "issue:66633", "right": "issue:66674", "accept": false, "reason": "Same provider family, but Cloudflare 403 on requests and HTML rawError misreported as DNS failure are distinct failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 22, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53566", "issue:53857", "issue:53871", "issue:53907", "issue:63541", "issue:63665", "issue:63705", "issue:63910", "issue:64067", "issue:64283", "issue:64835", "issue:65076", "issue:65125", "issue:66077", "issue:66514", "issue:66518", "issue:66746" ], "soft_pairs": [ "issue:63705|issue:63910", "issue:53233|issue:53566", "issue:66077|issue:66518", "issue:63665|issue:63705", "issue:64835|issue:66746", "issue:53857|issue:65076", "issue:53233|issue:64283", "issue:65125|issue:66514", "issue:63541|issue:64067", "issue:53871|issue:53907" ], "prepared_review_unit_hash": "98950118a71a2453015d2193e59107bb66dfbf630e8bc9397c8577eb879a2164", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13974, "estimated_input_tokens": 3494, "estimated_eval_tokens": 7244 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This batch is not one duplicate cluster; it splits into several unrelated bugs. I only accept the clearly same-root-cause pairs around completion-cache/qa-pack missing and the ollama memory-status failure.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue spans the full batch; the items break into multiple unrelated bug themes.", "canonical_pr_reason": null, "best_issue_reason": "#66518 is the cleanest representative issue in the set because #66077 is effectively the same ollama memory-status bug with nearly identical wording.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63705", "right": "issue:63910", "accept": false, "reason": "Both mention completion-related failures, but the concrete bugs differ: qa scenario pack lookup on update vs missing bash completion file on clean install/upgrade." }, { "left": "issue:53233", "right": "issue:53566", "accept": false, "reason": "Different provider bugs: Anthropic cooldown leaking into a Vertex fallback path vs Vertex rejecting a Gemini model as unknown." }, { "left": "issue:66077", "right": "issue:66518", "accept": true, "reason": "Same bug: both report memory status --deep failing with 'Unknown memory embedding provider: ollama' while runtime memory_search still works." }, { "left": "issue:63665", "right": "issue:63705", "accept": true, "reason": "Same underlying completion-cache/qa-pack problem; both report the qa scenario pack not found at qa/scenarios/index.md during update." }, { "left": "issue:64835", "right": "issue:66746", "accept": false, "reason": "Both are about memory search/indexing, but the failures are different: vec0 shadow data missing vs Windows falling back to FTS-only despite sqlite-vec working." }, { "left": "issue:53857", "right": "issue:65076", "accept": false, "reason": "Unrelated features and code paths: web_search API-key configuration vs audio understanding transcript generation." }, { "left": "issue:53233", "right": "issue:64283", "accept": false, "reason": "Both involve google-vertex only indirectly, but one is Anthropic cooldown propagation and the other is credential loss after force reinstall." }, { "left": "issue:65125", "right": "issue:66514", "accept": false, "reason": "Both are macOS browser-control failures, but one is attach failure and the other is a misleading healthy service/recovery timeout issue; not the same concrete bug." }, { "left": "issue:63541", "right": "issue:64067", "accept": true, "reason": "Same bug: both describe completion-cache/update failing because qa/scenarios/index.md is missing from the published dist or scenario pack." }, { "left": "issue:53871", "right": "issue:53907", "accept": false, "reason": "Both are post-upgrade integration breakages, but Telegram and WhatsApp are separate channels with different failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 23, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53466", "issue:54050", "issue:62672", "issue:63197", "issue:63317", "issue:64510", "issue:64835", "issue:65283", "issue:65424", "issue:65558", "issue:65832", "issue:66682", "issue:66714", "issue:67104", "issue:67220", "issue:67491" ], "soft_pairs": [ "issue:66682|issue:67104", "issue:65832|issue:67220", "issue:53466|issue:54050", "issue:63197|issue:64510", "issue:66714|issue:67104", "issue:63317|issue:64835", "issue:65424|issue:65558", "issue:53233|issue:62672", "issue:65283|issue:67491" ], "prepared_review_unit_hash": "8e7cc3781a16458b3195fcb71680a6c2c4afc4659547e185c488b72817a6fdfe", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12918, "estimated_input_tokens": 3230, "estimated_eval_tokens": 6716 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one single cohesive duplicate cluster; it splits into several separate bug threads. I accept 4 soft pairs (Telegram startup command registration, memory-wiki artifact import, memory_search vec0 shadow data, and fallback 429 propagation) and reject the rest as distinct root causes.", "confidence": 0.9, "canonical_issue_reason": "62672 is the broadest representative of one real duplicate subcluster (fallback 429 propagation); the overall set is heterogeneous, so this is only a local canonical, not a global one.", "canonical_pr_reason": null, "best_issue_reason": "62672 is the best single issue to anchor the accepted fallback-error pair because it states the generic failure mode without provider-specific noise.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66682", "right": "issue:67104", "accept": true, "reason": "Same Telegram command-registration startup bug; 67104 just spells out the `commands.native=auto` condition." }, { "left": "issue:65832", "right": "issue:67220", "accept": false, "reason": "Different failures: custom-provider recognition in ModelRegistry vs a `/v1` baseUrl mismatch for image/vision calls." }, { "left": "issue:53466", "right": "issue:54050", "accept": false, "reason": "Both involve stale OAuth credentials, but they describe different flows, platforms, and failure modes; not clearly the same bug." }, { "left": "issue:63197", "right": "issue:64510", "accept": true, "reason": "Near-identical memory-wiki bridge bug: bridge mode imports 0 artifacts even though memory-core exposes public artifacts." }, { "left": "issue:66714", "right": "issue:67104", "accept": false, "reason": "Related Telegram lifecycle area, but restart-specific `setMyCommands` behavior is not the same concrete bug as the provider-startup auto-resolution issue." }, { "left": "issue:63317", "right": "issue:64835", "accept": true, "reason": "Same `memory_search` empty-results bug tied to vec0 shadow data not being populated." }, { "left": "issue:65424", "right": "issue:65558", "accept": false, "reason": "Different MiniMax issues: image attachment handling in `chat.send` vs OAuth/onboarding reference exposure." }, { "left": "issue:53233", "right": "issue:62672", "accept": true, "reason": "Same fallback-chain error propagation bug; 62672 is the broader 429 propagation description and 53233 is a provider-specific instance." }, { "left": "issue:65283", "right": "issue:67491", "accept": false, "reason": "Different MiniMax image issues: unsupported-image model key handling vs URL-to-base64 conversion before VL API calls." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 24, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53443", "issue:53721", "issue:53755", "issue:53906", "issue:53959", "issue:54060", "issue:63510", "issue:63541", "issue:63705", "issue:64174", "issue:64407", "issue:65062", "issue:65890", "issue:66633", "issue:66674", "issue:66989" ], "soft_pairs": [ "issue:53755|issue:53959", "issue:63510|issue:63541", "issue:54060|issue:66674", "issue:65062|issue:65890", "issue:63541|issue:63705", "issue:53721|issue:66989", "issue:53233|issue:54060", "issue:53443|issue:64407", "issue:53233|issue:53906", "issue:64174|issue:66633" ], "prepared_review_unit_hash": "f4c66f59b12450bd48135c734e71e8af618fd3d7fd43e812c59b30710b8301ff", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13372, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Likely duplicate clusters: the completion-cache failures around missing `qa/scenarios/index.md`, and the rate-limit cooldown/recovery regressions. The remaining pairs look related only at a subsystem level, not the same underlying bug.", "confidence": 0.76, "canonical_issue_reason": "Issue 63541 is the clearest canonical for the completion-cache cluster: it states the concrete missing-file/dist-packaging failure and is the most specific root-cause report among the related issues.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63541 is the strongest overall anchor in this set because it most precisely identifies the broken path (`qa/scenarios/index.md` missing from the published dist) and cleanly subsumes the other completion-cache reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53755", "right": "issue:53959", "accept": false, "reason": "Both touch openai-codex, but one is a models-list/catalog issue and the other is tool execution failing after an update; different underlying bugs." }, { "left": "issue:63510", "right": "issue:63541", "accept": true, "reason": "Same missing `qa/scenarios/index.md` failure; one report is a crash during cache generation, the other is the dist/package manifestation of the same root cause." }, { "left": "issue:54060", "right": "issue:66674", "accept": false, "reason": "Both mention bad error surfacing, but the symptoms and paths differ: usage-cap fallback messaging vs direct CLI infer returning HTML/rawError misreported as DNS failure." }, { "left": "issue:65062", "right": "issue:65890", "accept": false, "reason": "Related QMD/collection area, but `65062` is a composite CPU issue and `65890` is a specific managed-collection mismatch; not clearly the same bug." }, { "left": "issue:63541", "right": "issue:63705", "accept": true, "reason": "Both report the same completion-cache/qa scenario pack missing-file problem centered on `qa/scenarios/index.md`." }, { "left": "issue:53721", "right": "issue:66989", "accept": false, "reason": "Different integrations and symptoms: Telegram channel init failure after gateway restart vs Slack Socket Mode receiving no inbound events." }, { "left": "issue:53233", "right": "issue:54060", "accept": false, "reason": "Both involve rate limits/fallback behavior, but one is Anthropic cooldown propagation to Vertex and the other is TUI error surfacing after OpenAI usage cap; not the same issue." }, { "left": "issue:53443", "right": "issue:64407", "accept": false, "reason": "Both are gateway/connectivity complaints, but they affect different commands and have different described causes; too broad to be the same bug." }, { "left": "issue:53233", "right": "issue:53906", "accept": true, "reason": "Same underlying cooldown regression: a rate-limit cooldown incorrectly blocks recovery and fallback rather than staying isolated to the triggering provider." }, { "left": "issue:64174", "right": "issue:66633", "accept": true, "reason": "Both describe openai-codex requests failing with 403 after an upgrade, with HTML/Cloudflare-style forbidden responses; likely the same auth/runtime regression." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 25, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53415", "issue:63110", "issue:63114", "issue:63197", "issue:63360", "issue:63686", "issue:63946", "issue:64068", "issue:64750", "issue:65341", "issue:65367", "issue:65568", "issue:66251", "issue:66260", "issue:66299", "issue:66801", "issue:67152" ], "soft_pairs": [ "issue:65367|issue:66801", "issue:53415|issue:65568", "issue:66251|issue:66260", "issue:64068|issue:65367", "issue:63114|issue:63360", "issue:65341|issue:67152", "issue:63110|issue:64750", "issue:63686|issue:66299", "issue:63197|issue:63946" ], "prepared_review_unit_hash": "bf92742aa4e982b2fa0064968eb433116366231b45bfe3dfd22b1205b117b674", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12984, "estimated_input_tokens": 3246, "estimated_eval_tokens": 6748 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are separate bug reports across different subsystems. The strongest duplicate pairs are the Slack contract-api `t` TypeError reports, the Discord ACP thread-bound session regression reports, and the memory-wiki bridge 0-artifact reports. Two WhatsApp media/attachment-send reports are also close enough to treat as the same delivery-path bug.", "confidence": 0.81, "canonical_issue_reason": "issue:66299 is the clearest root-cause report: it names the exact function, the failing token-resolution branch, and the intended fallback to thread-bound resolution.", "canonical_pr_reason": null, "best_issue_reason": "issue:66299 is the best canonical issue candidate overall because it is specific, actionable, and directly describes the underlying ACP session-resolution defect rather than only the symptoms.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65367", "right": "issue:66801", "accept": false, "reason": "Both are in memory-core dreaming, but they describe different failures: serial workspace iteration/timeouts vs REM cleanup/cron warning behavior." }, { "left": "issue:53415", "right": "issue:65568", "accept": false, "reason": "Both mention ACP persistent sessions, but the environments and failures differ: opencode dies on spawn vs Codex resume fails with resource not found." }, { "left": "issue:66251", "right": "issue:66260", "accept": false, "reason": "One is a broad tracking issue for harness stability; the other is a specific startup bug where harness activation can be skipped." }, { "left": "issue:64068", "right": "issue:65367", "accept": false, "reason": "Both involve dreaming, but one is a candidate-scoring bug and the other is a workspace-scoping/performance timeout issue." }, { "left": "issue:63114", "right": "issue:63360", "accept": true, "reason": "These describe the same Slack contract-api `Cannot read properties of undefined (reading 't')` failure, with one as the broader TUI startup symptom." }, { "left": "issue:65341", "right": "issue:67152", "accept": false, "reason": "The empty-titled issue provides no evidence it is the same dreaming/runtime bug; the reports are too underspecified to treat as duplicates." }, { "left": "issue:63110", "right": "issue:64750", "accept": true, "reason": "Both report WhatsApp sends losing media/attachments and delivering only text/audio payloads, pointing to the same send-path bug." }, { "left": "issue:63686", "right": "issue:66299", "accept": true, "reason": "Both are the same Discord ACP thread-bound session regression: thread-bound sessions fail because target-session key resolution does not fall back correctly." }, { "left": "issue:63197", "right": "issue:63946", "accept": true, "reason": "Both report memory-wiki bridge imports returning 0 artifacts due to memory capability exposure/restore problems, so they look like the same underlying bridge-import bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 26, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53475", "issue:54060", "issue:62958", "issue:64174", "issue:64668", "issue:64710", "issue:65434", "issue:65698", "issue:66046", "issue:66178", "issue:66380", "issue:66382", "issue:66582", "issue:66763", "issue:67334", "issue:67335" ], "soft_pairs": [ "issue:54060|issue:64174", "issue:64710|issue:66178", "issue:53233|issue:66046", "issue:62958|issue:67334", "issue:62958|issue:66582", "issue:53475|issue:67335", "issue:64668|issue:65698", "issue:66380|issue:66382", "issue:65434|issue:66763" ], "prepared_review_unit_hash": "a070636e12c787344160531f677bad80d601abca6b002c7b56c97f6c79ea530b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12886, "estimated_input_tokens": 3222, "estimated_eval_tokens": 6700 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a mix of unrelated bug reports, with only a few clear duplicate subpairs: Ollama agent timeouts, memory-wiki bridge import failures, and Chrome/CDP attachOnly failures on macOS.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue for the whole cluster; the items split into separate bug families rather than one duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "Issue 62958 is the strongest anchor for the Ollama timeout subcluster because it is the most detailed and closely matches 67334.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:54060", "right": "issue:64174", "accept": false, "reason": "Both involve openai-codex, but one is a rate-limit/fallback UI bug and the other is an OAuth 403 regression; different failure modes." }, { "left": "issue:64710", "right": "issue:66178", "accept": false, "reason": "Both concern local model usage, but one is an Ollama timeout and the other is LM Studio emitting a raw MCP tool block; not the same bug." }, { "left": "issue:53233", "right": "issue:66046", "accept": false, "reason": "Different providers and symptoms: Anthropic cooldown leaking to Vertex fallback vs Vertex 401 UNAUTHENTICATED." }, { "left": "issue:62958", "right": "issue:67334", "accept": true, "reason": "Both report Ollama agent/session timeouts on the agent path, with the same underlying hang/timeout behavior." }, { "left": "issue:62958", "right": "issue:66582", "accept": false, "reason": "Active Memory is unrelated to the Ollama agent timeout bug." }, { "left": "issue:53475", "right": "issue:67335", "accept": false, "reason": "Both are macOS LaunchAgent issues, but one is failure to respawn after SIGTERM and the other is intermittent removal from the launchd domain; related area, not clearly the same defect." }, { "left": "issue:64668", "right": "issue:65698", "accept": true, "reason": "Both describe the memory-wiki bridge import failing; 65698 gives a specific root cause for the same import breakage." }, { "left": "issue:66380", "right": "issue:66382", "accept": false, "reason": "One is stale heartbeat state leaking into isolated cron sessions, the other is relay prompt text dropping the event body; different code paths." }, { "left": "issue:65434", "right": "issue:66763", "accept": true, "reason": "Both describe attachOnly/existing-session failing to attach to a healthy Chrome CDP endpoint on macOS, despite valid websocket/version data." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 27, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53755", "issue:62783", "issue:62958", "issue:62985", "issue:63197", "issue:64174", "issue:64867", "issue:65076", "issue:65210", "issue:65367", "issue:65550", "issue:65786", "issue:66082", "issue:66178", "issue:66516", "issue:66582", "issue:67241", "issue:67575" ], "soft_pairs": [ "issue:62783|issue:67575", "issue:62985|issue:65786", "issue:63197|issue:66082", "issue:64867|issue:66582", "issue:62958|issue:66516", "issue:64867|issue:66516", "issue:65076|issue:67241", "issue:65210|issue:66178", "issue:65367|issue:65550", "issue:53755|issue:64174" ], "prepared_review_unit_hash": "e1a134b22e873c0f52a24ce495627869a1670cd6b6e2769a922c8214f3479696", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13775, "estimated_input_tokens": 3444, "estimated_eval_tokens": 7144 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly a collection of unrelated bug reports across different subsystems. Only one soft pair looks like a likely true duplicate: the memory-wiki bridge mode reports that no artifacts are exported/imported despite MEMORY.md and memory/*.md being public artifacts. The remaining pairs share broad keywords or subsystems but describe different failures, so they should stay separate.", "confidence": 0.83, "canonical_issue_reason": "Issue 66082 is the clearest canonical representative because it precisely names the bridge-mode 0-artifact failure and overlaps directly with 63197; the rest of the set does not form a single coherent duplicate cluster.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66082 is the strongest standalone issue for triage: it is specific, actionable, and best captures the memory-wiki bridge artifact-discovery bug shared by the only likely duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62783", "right": "issue:67575", "accept": false, "reason": "Both mention OpenRouter, but one is an auth 401/user-not-found failure and the other is a response-delivery/incomplete-turn bug; different code paths." }, { "left": "issue:62985", "right": "issue:65786", "accept": false, "reason": "Different integrations and configs (Telegram multi-account vs Feishu config validation); same generic configuration theme is not enough." }, { "left": "issue:63197", "right": "issue:66082", "accept": true, "reason": "Both describe memory-wiki bridge mode failing to discover the same public artifacts, resulting in zero imported/exported artifacts; same underlying bug." }, { "left": "issue:64867", "right": "issue:66582", "accept": false, "reason": "Both are about Active Memory, but one is specifically timeout enforcement while the other is an unspecified general issue; insufficient evidence they are the same defect." }, { "left": "issue:62958", "right": "issue:66516", "accept": false, "reason": "Local Ollama/macOS hang vs Active Memory timeout are unrelated failure modes." }, { "left": "issue:64867", "right": "issue:66516", "accept": false, "reason": "Both mention Active Memory timeout, but one is a concrete timeout-respect bug and the other is a vague blocker report; not enough to merge confidently." }, { "left": "issue:65076", "right": "issue:67241", "accept": false, "reason": "Audio transcription failure and BlueBubbles attachment-download/onRequestStart failure are different subsystems and code paths." }, { "left": "issue:65210", "right": "issue:66178", "accept": false, "reason": "Token-usage/compression reporting vs LM Studio tool-call rendering are separate issues despite both involving UI/model interaction." }, { "left": "issue:65367", "right": "issue:65550", "accept": false, "reason": "Both involve dreaming, but one is serial workspace iteration causing resets and the other is a runaway session-spawning loop; related area, not the same bug." }, { "left": "issue:53755", "right": "issue:64174", "accept": false, "reason": "Both are openai-codex reports, but one is a models-list exposure bug and the other is an OAuth 403 HTML auth regression; distinct problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 28, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53666", "issue:53955", "issue:62623", "issue:63144", "issue:63677", "issue:63683", "issue:63923", "issue:64092", "issue:64174", "issue:64291", "issue:64304", "issue:65133", "issue:65990", "issue:66335", "issue:66493", "issue:66514", "issue:66682", "issue:66958" ], "soft_pairs": [ "issue:65990|issue:66514", "issue:63144|issue:66493", "issue:53666|issue:53955", "issue:64092|issue:64174", "issue:63923|issue:64291", "issue:63683|issue:64304", "issue:62623|issue:63677", "issue:65133|issue:66335", "issue:66682|issue:66958" ], "prepared_review_unit_hash": "26fa9933411dbd2b69867be3eb1abbb69fb02eb6aa94b6abe1db4a3411facd0e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13545, "estimated_input_tokens": 3387, "estimated_eval_tokens": 7030 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Several duplicate-like pairs are real duplicates, but most are only superficially related. The strongest duplicate clusters are the browser/CDP startup failures, the memory-index regression, and the Telegram startup command-registration bug.", "confidence": 0.81, "canonical_issue_reason": "issue:65990 is the clearest and most active representative of the browser/CDP startup failure cluster, with strong inbound references and a precise symptom description that matches the closest duplicate variants.", "canonical_pr_reason": null, "best_issue_reason": "issue:65990 is the best overall issue to keep as the representative anchor: it is concrete, well-scoped, and has the strongest discussion signal among the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65990", "right": "issue:66514", "accept": true, "reason": "Same concrete browser/CDP startup failure: managed Chrome starts, but the CDP websocket/ready check is unreachable; manual CDP works in both reports." }, { "left": "issue:63144", "right": "issue:66493", "accept": false, "reason": "These are related to the same feature flag area, but one is a feature request for SSRF policy configuration while the other is a specific web_fetch bug under fake-IP; not the same underlying issue." }, { "left": "issue:53666", "right": "issue:53955", "accept": true, "reason": "Same memory-index regression after the 2026.3.23-2 update: zero chunks/files indexed and empty memory search results." }, { "left": "issue:64092", "right": "issue:64174", "accept": false, "reason": "Both mention 403-ish failures, but one is misclassification of an error as DNS lookup failed while the other is an OAuth runtime failure on a 403 HTML response; related, not the same bug." }, { "left": "issue:63923", "right": "issue:64291", "accept": false, "reason": "Both involve compaction/replay behavior, but one is an auto-compaction trigger/summary limit regression and the other is partial transcript replay; different code-path symptoms." }, { "left": "issue:63683", "right": "issue:64304", "accept": false, "reason": "The Anthropic CLI problem and the recurring billing failure on claude-plain are too broad and not clearly the same concrete defect." }, { "left": "issue:62623", "right": "issue:63677", "accept": false, "reason": "Completely different integrations and failures: Slack DM attachment downloads versus WhatsApp voice-note STT handling." }, { "left": "issue:65133", "right": "issue:66335", "accept": true, "reason": "Same browser launch/CDP readiness problem: Chrome starts but the CDP websocket is not reachable, and manual launch/manual CDP succeeds in both." }, { "left": "issue:66682", "right": "issue:66958", "accept": true, "reason": "Same Telegram startup command-registration bug: native command menu/setMyCommands ends up empty or not registered at startup." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 29, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53415", "issue:63510", "issue:63590", "issue:63665", "issue:64476", "issue:65208", "issue:65465", "issue:65528", "issue:65619", "issue:65801", "issue:66353", "issue:66391", "issue:66699", "issue:66714", "issue:66925", "issue:66947", "issue:67296", "issue:67435" ], "soft_pairs": [ "issue:66699|issue:66714", "issue:65528|issue:66353", "issue:53415|issue:65801", "issue:63510|issue:63665", "issue:66391|issue:67435", "issue:64476|issue:65619", "issue:63590|issue:66925", "issue:66947|issue:67296", "issue:65208|issue:65528", "issue:65465|issue:67435" ], "prepared_review_unit_hash": "b69c116fca7fff466f1d460f6359579a3813bd506620928073469607dd3d4598", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13699, "estimated_input_tokens": 3425, "estimated_eval_tokens": 7106 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Two soft duplicate pairs look real: the completion-cache/qa-scenario-pack crash pair and the memory-file overwrite pair. The other candidates are distinct bugs in different code paths, despite some shared subsystem vocabulary (Telegram, browser, ACP, Ollama, gateway).", "confidence": 0.89, "canonical_issue_reason": "No single canonical issue across the full set: the items split into multiple unrelated bug families. If a representative is needed, issue 63510 is the clearest standalone bug with the tightest duplicate linkage.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63510 is the strongest standalone issue in this set: it has a concrete failure mode, a clear missing-file root cause, and a direct duplicate counterpart in 63665.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66699", "right": "issue:66714", "accept": false, "reason": "Both are Telegram command-menu bugs, but one is a payload-budget overflow and the other is a restart/regression issue; different underlying failures." }, { "left": "issue:65528", "right": "issue:66353", "accept": false, "reason": "Both involve browser/CDP behavior on macOS, but one is the managed process dying after spawn while the other is endpoint detection failing; not the same bug." }, { "left": "issue:53415", "right": "issue:65801", "accept": false, "reason": "Both mention ACP, but one is a persistent session lifecycle failure on spawn and the other is messages not being passed; too different to treat as duplicates." }, { "left": "issue:63510", "right": "issue:63665", "accept": true, "reason": "Strong match: both describe completion-cache generation/update failing because the qa scenario pack or its index file is missing, with the same underlying absent-input path." }, { "left": "issue:66391", "right": "issue:67435", "accept": false, "reason": "Both touch Ollama/local models, but one is a missing session ID in TUI tool calls and the other is an Ollama model-ID prefix causing 404s; distinct code paths." }, { "left": "issue:64476", "right": "issue:65619", "accept": false, "reason": "Different gateway failures: partial RPC timeouts on Windows versus macOS bind/health startup failure." }, { "left": "issue:63590", "right": "issue:66925", "accept": false, "reason": "Both concern memory plugin slot behavior, but one is dreaming being unreachable due to slot ownership and the other is overwrite-only capability registration breaking wiki bridge import; related area, not same bug." }, { "left": "issue:66947", "right": "issue:67296", "accept": true, "reason": "Both point to the same daily-memory file collision: dreaming output and memory consolidation overwrite each other in memory/YYYY-MM-DD.md, leading to lost/poisoned memory logging." }, { "left": "issue:65208", "right": "issue:65528", "accept": false, "reason": "The missing --remote-debugging-port flag could contribute to browser startup issues, but the reported symptoms are different from the process-dies-silently bug; not enough to merge." }, { "left": "issue:65465", "right": "issue:67435", "accept": false, "reason": "Both are Ollama-related, but reserve-token precheck behavior and model-ID prefixing are separate defects." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 30, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53878", "issue:62446", "issue:62958", "issue:63686", "issue:63999", "issue:64510", "issue:64748", "issue:64835", "issue:66065", "issue:66178", "issue:66298", "issue:66611", "issue:66801", "issue:66977", "issue:67029", "issue:67335", "issue:67435", "issue:67482" ], "soft_pairs": [ "issue:63999|issue:66178", "issue:66065|issue:66611", "issue:62446|issue:67482", "issue:64510|issue:64748", "issue:66801|issue:67029", "issue:53878|issue:67335", "issue:63686|issue:66298", "issue:62958|issue:67435", "issue:64835|issue:66977" ], "prepared_review_unit_hash": "413f94cc7e13512e4eb662d53b52235a2a74ad0b62e10e96fbe06898b605d728", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13497, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the soft pairs share broad keywords or subsystems, but they do not look like the same concrete bug or change. I would not merge any of the proposed soft edges. If forced to anchor on one issue, 67435 is the clearest standalone bug report, but there is no true canonical duplicate here.", "confidence": 0.87, "canonical_issue_reason": "No single canonical issue: the items span unrelated bugs across gateway/LaunchAgent, browser CDP, memory search/wiki, dreaming cleanup, init wizard, and provider/model handling, so they do not form one duplicate cluster.", "canonical_pr_reason": null, "best_issue_reason": "issue:67435 is the strongest standalone report: it has a precise symptom, clear root cause description (Ollama model ID being prefixed), and a concrete user-facing failure, making it the best anchor if one must be chosen.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63999", "right": "issue:66178", "accept": false, "reason": "Both involve raw tool-call text leaking into chat, but they target different surfaces and formats (Qwen XML in Web UI/Signal vs MemPalace MCP blocks with LM Studio), so this is not the same concrete bug." }, { "left": "issue:66065", "right": "issue:66611", "accept": false, "reason": "Both are browser/CDP connection failures, but one is a managed-profile Docker/Linux regression and the other is an attachOnly profile failure; the code paths and failure modes appear distinct." }, { "left": "issue:62446", "right": "issue:67482", "accept": false, "reason": "These are both startup/initial setup failures, but one is a missing module install problem and the other is an init-wizard undefined.trim TypeError; they are unrelated bugs." }, { "left": "issue:64510", "right": "issue:64748", "accept": false, "reason": "Both mention memory-wiki, but one is about bridge mode returning no artifacts and the other is a CLI allowlist naming mismatch; different logic, not one underlying defect." }, { "left": "issue:66801", "right": "issue:67029", "accept": false, "reason": "Both mention dreaming and missing operator.admin, but one is REM cleanup with a cron-service warning while the other is narrative session cleanup; similar theme, not enough evidence of the same bug." }, { "left": "issue:53878", "right": "issue:67335", "accept": false, "reason": "Both concern the macOS gateway LaunchAgent/launchd area, but one is stop/start recovery after removal and the other is spontaneous domain removal requiring doctor/re-bootstrap; related subsystem, different concrete failure." }, { "left": "issue:63686", "right": "issue:66298", "accept": false, "reason": "Both are Discord ACP thread-bound-session issues, but one is a thread_binding_invalid regression and the other is `/acp` commands being swallowed before handleAcpCommand; different breakpoints in the flow." }, { "left": "issue:62958", "right": "issue:67435", "accept": false, "reason": "One is a macOS agent hang with local Ollama, the other is an Ollama provider model-ID prefix causing 404s; they are different provider bugs with different symptoms and fixes." }, { "left": "issue:64835", "right": "issue:66977", "accept": false, "reason": "These are both SQLite/vector-related, but one is missing vec0 shadow data causing empty search results and the other is extension loading blocked by OMIT_LOAD_EXTENSION; not the same issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 31, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53358", "issue:63144", "issue:63441", "issue:63923", "issue:64302", "issue:64326", "issue:64529", "issue:64533", "issue:64748", "issue:64765", "issue:64852", "issue:65327", "issue:66046", "issue:66178", "issue:66822", "issue:67190", "issue:67435" ], "soft_pairs": [ "issue:64529|issue:64533", "issue:64326|issue:67435", "issue:64852|issue:66046", "issue:63923|issue:64302", "issue:63144|issue:65327", "issue:53358|issue:66822", "issue:64748|issue:67190", "issue:64765|issue:66178", "issue:63441|issue:67435" ], "prepared_review_unit_hash": "fd2333b0abbb37bf6c80004e0253d7e884d216c286ad9e8fe57e27f67a3621f4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12940, "estimated_input_tokens": 3235, "estimated_eval_tokens": 6726 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly false-positive similarity: it mixes several unrelated bugs across Ollama, compaction, memory/wiki, auth, TTS media normalization, and memory indexing. None of the soft pairs look like the same underlying issue or a single mergeable fix.", "confidence": 0.94, "canonical_issue_reason": "If one issue must serve as canonical, 67435 is the strongest representative: it is concrete, well-scoped, and heavily referenced/closed. But it should not imply the rest are duplicates; the cluster is heterogeneous.", "canonical_pr_reason": null, "best_issue_reason": "67435 is the best standalone issue in this set because it describes a specific code-path failure (model ID prefixing leading to Ollama 404s) and appears to have stronger discussion/reference signal than the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64529", "right": "issue:64533", "accept": false, "reason": "Both are TTS/audio-related, but the failure modes differ: one is blocked by isAllowedAbsoluteReplyMediaPath for /tmp/openclaw, the other by normalizeReplyMediaPaths with sandbox off. Related area, not the same bug." }, { "left": "issue:64326", "right": "issue:67435", "accept": false, "reason": "One is about Ollama provider token-count metadata causing premature compaction; the other is about model ID prefixing causing Ollama 404s. Same provider, different code paths and symptoms." }, { "left": "issue:64852", "right": "issue:66046", "accept": false, "reason": "Both concern google-vertex auth regressions, but one reports CREDENTIALS_MISSING on 2026.4.10 and the other UNAUTHENTICATED on 2026.4.12. Could share a release regression window, but not clearly the same underlying defect." }, { "left": "issue:63923", "right": "issue:64302", "accept": false, "reason": "Both mention compaction behavior, but one is a missing auto-compaction trigger with custom contextWindow and a 16K summary cap; the other is compaction settings being ignored and context overflow despite contextTokens=32768. Similar subsystem, different bug detail." }, { "left": "issue:63144", "right": "issue:65327", "accept": false, "reason": "Both touch SSRF policy / URL fetch restrictions, but one is specifically web_fetch allowRfc2544BenchmarkRange and the other is adding allowPrivateNetwork for Discord voice STT and general fetch. Different feature requests, not one change." }, { "left": "issue:53358", "right": "issue:66822", "accept": false, "reason": "Both involve memory indexing performance/hangs, but one is a clawdbot memory index hang after OpenAI batch completion while the other is remote batch concurrency=1 not being respected and flooding Ollama. Different providers and failure modes." }, { "left": "issue:64748", "right": "issue:67190", "accept": false, "reason": "Both are memory-wiki CLI issues, but one is an allowlist naming mismatch (wiki vs memory-wiki) and the other is CLI returning 0 artifacts while gateway import works. Not the same bug." }, { "left": "issue:64765", "right": "issue:66178", "accept": false, "reason": "One is Active Memory returning NONE despite relevant stored preference; the other is LM Studio printing raw MCP tool blocks instead of completing a tool call. Different memory/tooling behaviors." }, { "left": "issue:63441", "right": "issue:67435", "accept": false, "reason": "One is multiple Ollama providers not working; the other is Ollama model IDs being prefixed with ollama/ and causing 404s. Same integration surface, but not the same concrete defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 32, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53231", "issue:53558", "issue:63358", "issue:63361", "issue:64302", "issue:64407", "issue:64510", "issue:64668", "issue:64748", "issue:65157", "issue:65218", "issue:65407", "issue:65434", "issue:65465", "issue:65698", "issue:65990", "issue:66178", "issue:66391" ], "soft_pairs": [ "issue:63358|issue:63361", "issue:53231|issue:53558", "issue:64302|issue:65465", "issue:65434|issue:65990", "issue:66178|issue:66391", "issue:64748|issue:65698", "issue:65157|issue:65407", "issue:64510|issue:64668", "issue:64407|issue:65218" ], "prepared_review_unit_hash": "b77ea9208cb86e74332d75abc56f48562b17b9ceea10501f0522f24e15b7351a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13567, "estimated_input_tokens": 3392, "estimated_eval_tokens": 7040 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set splits into several separate duplicate mini-clusters: Slack config-load crash, memory status/reporting, memory-wiki bridge import, and hook-dispatch regression, plus a few unrelated browser/heartbeat/tool-call issues. I only accepted pairs that look like the same concrete bug path.", "confidence": 0.74, "canonical_issue_reason": "issue:65698 is the most specific, root-cause-level report in the memory-wiki bridge-import family (0 exported artifacts because publicArtifacts was not restored on cached registry loads), so it is the best consolidation anchor among the accepted duplicates.", "canonical_pr_reason": null, "best_issue_reason": "issue:65698 is the strongest standalone issue in the set: it is concrete, reproducible, and includes the clearest diagnosis/fix path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63358", "right": "issue:63361", "accept": true, "reason": "Same Slack contract API crash on config load; 63361 names the fix for the crash described in 63358." }, { "left": "issue:53231", "right": "issue:53558", "accept": true, "reason": "53558 is the narrower duplicate of the QMD backend status bug already described in 53231." }, { "left": "issue:64302", "right": "issue:65465", "accept": true, "reason": "Both describe compaction reserve/config being ignored and a hardcoded 16384 reserveTokens precheck on the same path." }, { "left": "issue:65434", "right": "issue:65990", "accept": false, "reason": "Both are browser/CDP-related, but one is a false 'not running' check for attachOnly loopback profiles and the other is a websocket reachability failure after managed start." }, { "left": "issue:66178", "right": "issue:66391", "accept": false, "reason": "Different providers and failures: LM Studio emits raw MCP tool blocks, while Ollama TUI fails with a missing session ID." }, { "left": "issue:64748", "right": "issue:65698", "accept": false, "reason": "One is a CLI allowlist naming mismatch; the other is a bridge-import artifact-restoration bug." }, { "left": "issue:65157", "right": "issue:65407", "accept": true, "reason": "65407 explains the same hook-dispatch regression: the CLI runner bypasses GlobalHookRunner, so the hooks never fire." }, { "left": "issue:64510", "right": "issue:64668", "accept": true, "reason": "Both report memory-wiki bridge import failing / returning zero artifacts, so they look like the same bridge-import bug family." }, { "left": "issue:64407", "right": "issue:65218", "accept": false, "reason": "Unrelated failures: gateway/CLI connection regression after heartbeat config changes vs compaction-reserve precheck behavior." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 33, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62762", "issue:62783", "issue:63968", "issue:64602", "issue:64912", "issue:65090", "issue:65093", "issue:65341", "issue:65431", "issue:65698", "issue:66082", "issue:66163", "issue:66382", "issue:66518", "issue:66747", "issue:66982", "issue:67408", "issue:67491" ], "soft_pairs": [ "issue:63968|issue:64912", "issue:66163|issue:66518", "issue:65431|issue:67491", "issue:62762|issue:66747", "issue:62783|issue:67408", "issue:65698|issue:66082", "issue:65090|issue:65093", "issue:66382|issue:66982", "issue:64602|issue:65341" ], "prepared_review_unit_hash": "d8ed00cb446f133242e5fbefbbc6c1100fd84d4282d2c4e1f1784815d66ed7d1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13309, "estimated_input_tokens": 3328, "estimated_eval_tokens": 6912 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This batch contains several clear duplicate pairs: packaging regression (63968/64912), browser CDP websocket 1006 failures (65090/65093), memory-wiki bridge zero-export artifacts (65698/66082), and the Ollama memory-provider error (66163/66518). The remaining pairs look related but not the same underlying bug, so I rejected them.", "confidence": 0.84, "canonical_issue_reason": "No single issue spans the whole mixed batch; among the exact duplicates, issue 65093 is the strongest canonical candidate because it is the fuller browser 1006 report and has the most supporting activity.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65093 is the best overall issue representative here: it is an exact duplicate pair member with the clearest, most complete report of the repeated browser websocket failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63968", "right": "issue:64912", "accept": true, "reason": "Same packaging regression: both say qa/scenarios assets are missing from the package and that breaks openclaw qa/completion-cache behavior." }, { "left": "issue:66163", "right": "issue:66518", "accept": true, "reason": "Same concrete error path: both fail on 'Unknown memory embedding provider: ollama' in memory CLI commands." }, { "left": "issue:65431", "right": "issue:67491", "accept": false, "reason": "Related image-tool area, but different bugs: one is capability/support detection, the other is URL-to-base64 conversion before the MiniMax VL call." }, { "left": "issue:62762", "right": "issue:66747", "accept": true, "reason": "Both describe the same gateway websocket failure with close code 1006; the extra EPERM chmod symptom in 66747 looks separate noise, not a different gateway bug." }, { "left": "issue:62783", "right": "issue:67408", "accept": false, "reason": "One is OpenRouter auth returning 401/User not found, the other is a stream/parser bug; same vendor, different failure class." }, { "left": "issue:65698", "right": "issue:66082", "accept": true, "reason": "Both report memory-wiki bridge/export returning 0 artifacts; the cached plugin-registry/publicArtifacts detail in 65698 matches the same underlying bridge visibility problem." }, { "left": "issue:65090", "right": "issue:65093", "accept": true, "reason": "Near-exact duplicate titles and the same macOS arm64 Chrome CDP websocket-unreachable-after-start failure." }, { "left": "issue:66382", "right": "issue:66982", "accept": false, "reason": "Both involve exec relay, but one loses the system-event body in the prompt while the other creates orphan sessions with missing result context; not the same bug." }, { "left": "issue:64602", "right": "issue:65341", "accept": false, "reason": "65341 has no usable title/body signal, so there is no evidence it is the same idempotencyKey failure as 64602." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 34, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53231", "issue:53955", "issue:63114", "issue:63358", "issue:63968", "issue:64067", "issue:64602", "issue:64835", "issue:65000", "issue:65214", "issue:65277", "issue:65571", "issue:65908", "issue:65990", "issue:66065", "issue:66978", "issue:67257" ], "soft_pairs": [ "issue:65214|issue:67257", "issue:65000|issue:66978", "issue:53231|issue:65908", "issue:63968|issue:64067", "issue:64602|issue:65277", "issue:63114|issue:63358", "issue:53955|issue:64835", "issue:65990|issue:66065", "issue:65571|issue:66065" ], "prepared_review_unit_hash": "27e9b10248ed884aa2118936c2a8eeb8a2a65655d940baa575878f2f35888fd7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13125, "estimated_input_tokens": 3282, "estimated_eval_tokens": 6820 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Several clear duplicate pairs appear around the same concrete failure modes: QA packaging regression, Slack contract API config-load crash, QMD memory index/search returning empty, and managed-browser CDP reachability. A few others are only loosely related and should stay separate.", "confidence": 0.77, "canonical_issue_reason": "issue:63968 is the cleanest representative of the QA packaging regression because it names the regression version and the missing `qa/scenarios/index.md` artifact directly.", "canonical_pr_reason": null, "best_issue_reason": "issue:63968 is the most actionable standalone issue in the set: specific trigger, concrete missing file, and a direct duplicate in 64067.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65214", "right": "issue:67257", "accept": false, "reason": "Both are plugin-load failures, but they involve different plugins and different failure modes (`register/activate` missing vs bundled extension not loading)." }, { "left": "issue:65000", "right": "issue:66978", "accept": true, "reason": "Both describe the same underlying completion-delivery problem: child work finishes, but the parent session never receives a durable final completion payload." }, { "left": "issue:53231", "right": "issue:65908", "accept": false, "reason": "Related QMD memory/search area, but 53231 also covers status counting and scope-denied behavior; 65908 is specifically stale-collection fallback. Too different to merge confidently." }, { "left": "issue:63968", "right": "issue:64067", "accept": true, "reason": "Same packaging regression: missing `qa/scenarios/index.md` breaks both `openclaw qa` and completion-cache update paths." }, { "left": "issue:64602", "right": "issue:65277", "accept": false, "reason": "Different Dreaming bugs: one is an `idempotencyKey` validation error during narrative generation, the other is repeated overnight session creation from scheduling behavior." }, { "left": "issue:63114", "right": "issue:63358", "accept": true, "reason": "Both point to the same Slack contract API config-load crash path, including the extension failing even when disabled." }, { "left": "issue:53955", "right": "issue:64835", "accept": true, "reason": "Both report `memory_search` returning empty because the QMD/vector index data is not being populated correctly." }, { "left": "issue:65990", "right": "issue:66065", "accept": true, "reason": "Both describe the managed-browser CDP reachability failure on Linux, with manual CDP working but the managed profile/websocket not reachable." }, { "left": "issue:65571", "right": "issue:66065", "accept": false, "reason": "These are both browser/CDP Linux reports, but the symptoms differ too much: one is a Chrome CDP port startup failure, the other is managed-profile websocket reachability after start." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 35, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53857", "issue:53928", "issue:62783", "issue:62995", "issue:63197", "issue:64668", "issue:65327", "issue:65495", "issue:66082", "issue:66637", "issue:66690", "issue:66784", "issue:66940", "issue:67216", "issue:67218", "issue:67308", "issue:67336" ], "soft_pairs": [ "issue:65327|issue:67216", "issue:66637|issue:67336", "issue:66940|issue:67218", "issue:63197|issue:64668", "issue:64668|issue:66082", "issue:53857|issue:62783", "issue:65495|issue:66690", "issue:66784|issue:67308", "issue:53928|issue:62995" ], "prepared_review_unit_hash": "e9a5d07b545010412b68c8cea2d83ccb8dc949b15a872e5b7851ededfae7fcda", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12990, "estimated_input_tokens": 3248, "estimated_eval_tokens": 6752 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not one duplicate set; it contains several separate mini-clusters. Strongest duplicate groups are memory-wiki bridge import failures, browser/CDP localhost/private-network blocking, and a pair of SSRF/private-network bypass reports. The MCP Accept-header reports are related but not the same concrete failure mode.", "confidence": 0.81, "canonical_issue_reason": "Issue 66082 is the best canonical issue for the memory-wiki bridge artifact-export bug: it is open, current, and describes the shared symptom in a way that covers the older, more specific report and the earlier generic bridge-import report.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66082 is the strongest representative issue overall because it is open, specific about the zero-export symptom, and aligns with the duplicate reports about memory-wiki bridge import failing to expose MEMORY.md / memory/*.md artifacts.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65327", "right": "issue:67216", "accept": true, "reason": "Both describe the same underlying SSRF/private-network bypass problem: allowPrivateNetwork (or equivalent) is not being honored for URL fetches, causing blocked outbound access in different product surfaces." }, { "left": "issue:66637", "right": "issue:67336", "accept": true, "reason": "Both report the same macOS remote browser-proxy/CDP path breakage in remote-over-SSH mode, with localhost/ws host rewriting causing browser start/proxy failure." }, { "left": "issue:66940", "right": "issue:67218", "accept": false, "reason": "They are closely related but not the same bug: one says the Accept header is missing, while the other says the SDK hardcodes the wrong Accept value. Different concrete failures and likely different fixes." }, { "left": "issue:63197", "right": "issue:64668", "accept": true, "reason": "Both are the same memory-wiki bridge import failure: public MEMORY.md / memory/*.md artifacts are not being imported, just described at different levels of detail." }, { "left": "issue:64668", "right": "issue:66082", "accept": true, "reason": "Same memory-wiki bridge bug and same symptom family (bridge import yields zero artifacts despite MEMORY.md / memory/*.md being available)." }, { "left": "issue:53857", "right": "issue:62783", "accept": false, "reason": "Both involve auth/config errors, but they affect different providers and different code paths (web_search API key resolution vs OpenRouter user auth)." }, { "left": "issue:65495", "right": "issue:66690", "accept": true, "reason": "Both are the same localhost/private-network browser CDP blockage caused by SSRF policy/hardcoded loopback handling." }, { "left": "issue:66784", "right": "issue:67308", "accept": false, "reason": "These are unrelated: one is a provider config-schema validation problem, the other is about reading HEARTBEAT.md to avoid token burn." }, { "left": "issue:53928", "right": "issue:62995", "accept": false, "reason": "Both concern credential lookup, but one is Bedrock embedded-run credential loading and the other is aws-sdk instance-role auth for amazon-bedrock; different failures and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 36, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53480", "issue:53857", "issue:53871", "issue:53928", "issue:53959", "issue:54050", "issue:62783", "issue:63541", "issue:63569", "issue:64272", "issue:64553", "issue:66100", "issue:66531", "issue:66534", "issue:66674", "issue:66952", "issue:67170", "issue:67517" ], "soft_pairs": [ "issue:54050|issue:66952", "issue:63541|issue:63569", "issue:64553|issue:66100", "issue:64272|issue:67170", "issue:53480|issue:53871", "issue:66531|issue:66534", "issue:53857|issue:53959", "issue:53928|issue:62783", "issue:66674|issue:67517" ], "prepared_review_unit_hash": "970968d46971587cac8467a2abb46eea5d9f4193a8f9582f965ee6862bae3dd2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13591, "estimated_input_tokens": 3398, "estimated_eval_tokens": 7052 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly several small, separate bug families rather than one single duplicate set. The clearest duplicates are the missing `qa/scenarios` dist regression and the Codex HTML-error misclassification; the Codex refresh-token reports are also closely related and likely share a root cause. Most other pairs are distinct enough to keep separate.", "confidence": 0.74, "canonical_issue_reason": "Issue 63569 is the cleanest canonical for the `qa/scenarios` packaging regression: it states the package-level missing files clearly and subsumes the more specific cache-generation crash in 63541.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63569 is the best overall issue representative in this cluster because it describes a concrete, broad, and already-closed packaging regression with a clear duplicate companion.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:54050", "right": "issue:66952", "accept": true, "reason": "Both point to the same Codex OAuth refresh-token invalidation problem; the lane/status symptoms differ, but the underlying stale/shared refresh handling looks shared." }, { "left": "issue:63541", "right": "issue:63569", "accept": true, "reason": "Same missing published `qa/scenarios` files causing completion-cache/package breakage; 63569 is the broader canonical report." }, { "left": "issue:64553", "right": "issue:66100", "accept": false, "reason": "Different products and failure modes: WhatsApp QR expiry freshness vs Android bootstrap token lifecycle/auth loop." }, { "left": "issue:64272", "right": "issue:67170", "accept": false, "reason": "TTS regression and WhatsApp/Telegram voice delivery failure are unrelated bugs despite both involving audio." }, { "left": "issue:53480", "right": "issue:53871", "accept": false, "reason": "Discord `/reset` thinkingLevel/tool-calling regression is unrelated to Telegram channel configuration after upgrade." }, { "left": "issue:66531", "right": "issue:66534", "accept": false, "reason": "One is a feature request for an abort RPC; the other is a bug in lifecycle payload fields. Same area, not the same change." }, { "left": "issue:53857", "right": "issue:53959", "accept": false, "reason": "Both concern tools not working, but one is web_search API-key detection and the other is all tools failing to execute; too broad to treat as one bug." }, { "left": "issue:53928", "right": "issue:62783", "accept": false, "reason": "Both are credential/auth failures in special execution modes, but they involve different providers, errors, and likely different code paths." }, { "left": "issue:66674", "right": "issue:67517", "accept": true, "reason": "Same Codex CLI HTML-response misclassification problem, with DNS/rate-limit surfacing from HTML error pages." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 37, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62699", "issue:62750", "issue:63092", "issue:63980", "issue:64174", "issue:64186", "issue:65294", "issue:65568", "issue:65661", "issue:65662", "issue:65742", "issue:65832", "issue:65954", "issue:66082", "issue:66531", "issue:66535", "issue:66768", "issue:67131" ], "soft_pairs": [ "issue:63092|issue:66082", "issue:64174|issue:67131", "issue:65661|issue:65662", "issue:65294|issue:65954", "issue:62699|issue:65568", "issue:66531|issue:66535", "issue:62750|issue:63980", "issue:65742|issue:65832", "issue:64186|issue:66768" ], "prepared_review_unit_hash": "2ec8c8bb0492db224c6bd737f016122cee225c1a0ef4dd460be9d9c441f01439", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13482, "estimated_input_tokens": 3371, "estimated_eval_tokens": 6998 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set splits into several separate duplicate families rather than one unified cluster. I accepted the clearly same-bug pairs around memory-wiki export counts, iMessage self-chat echo, custom-provider model registry failures, isolated-run completion access, and persistent ACP session resume failures. I rejected looser thematic overlaps and unrelated bugs.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue covers the full list: it contains multiple unrelated bug families rather than one duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue cleanly represents all items; 65954 is the broadest representative of the isolated/async completion family, but it should not absorb the unrelated clusters.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63092", "right": "issue:66082", "accept": true, "reason": "Same memory-wiki bridge bug: both report zero artifacts exported/imported from memory-core despite MEMORY.md/memory files being present." }, { "left": "issue:64174", "right": "issue:67131", "accept": false, "reason": "Different failures: OAuth runtime 403/HTML on one side vs persisted models.json baseUrl regression on the other. Same ecosystem, not the same bug." }, { "left": "issue:65661", "right": "issue:65662", "accept": false, "reason": "One is voice selection being ignored; the other is TTS playback failing and falling back. Related area, different concrete problem." }, { "left": "issue:65294", "right": "issue:65954", "accept": true, "reason": "65954 describes the same isolated/async seam bug more broadly; 65294 is a narrower symptom of visible completion not reaching follow-up runs." }, { "left": "issue:62699", "right": "issue:65568", "accept": true, "reason": "Both describe persistent ACP sessions that stay healthy but cannot resume/continue on the next turn after binding, ending in owner/resource lookup failures." }, { "left": "issue:66531", "right": "issue:66535", "accept": false, "reason": "Feature request for a new abort RPC is not the same as the specific /compact cancelability bug, even though they are conceptually adjacent." }, { "left": "issue:62750", "right": "issue:63980", "accept": true, "reason": "Same iMessage self-chat misclassification leading to an echo loop; the titles describe the same underlying detection bug from different angles." }, { "left": "issue:65742", "right": "issue:65832", "accept": true, "reason": "Both point to custom-provider model registry handling from models.json: tools can see the model but still reject it as unknown/unsupported." }, { "left": "issue:64186", "right": "issue:66768", "accept": false, "reason": "Unrelated: local Ollama endpoint selection vs empty completed turns in a release image. No shared concrete bug path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 38, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53927", "issue:54050", "issue:63092", "issue:63239", "issue:63314", "issue:63358", "issue:63569", "issue:64348", "issue:64748", "issue:65107", "issue:65117", "issue:65319", "issue:65687", "issue:65997", "issue:66074", "issue:66850", "issue:66989", "issue:67241" ], "soft_pairs": [ "issue:65107|issue:66074", "issue:65687|issue:66850", "issue:54050|issue:66989", "issue:63314|issue:65117", "issue:63569|issue:64348", "issue:65319|issue:65997", "issue:63092|issue:64748", "issue:63239|issue:63358", "issue:53927|issue:67241" ], "prepared_review_unit_hash": "3dc0543404eeff4b91e8ede04d0d5c0b995cb52d55b0b018fd583d48a0bdd7c7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13462, "estimated_input_tokens": 3366, "estimated_eval_tokens": 6988 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated, but there are a few clear duplicate pairs: WhatsApp outbound media loss, Slack config-load crashes, and missing `qa/scenarios` packaging files. The browser SSRF pair also looks like the same over-strict policy bug; the remaining pairs are not strong matches.", "confidence": 0.9, "canonical_issue_reason": "Issue #63314 is the strongest anchor: it is an open, detailed report of the WhatsApp media-send regression and explicitly references related reports, making it the most useful representative for that duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "#63314 is the best overall issue candidate because it is specific, actionable, and already tied to neighboring reports; it\u2019s the clearest canonical tracking point among the issues provided.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65107", "right": "issue:66074", "accept": true, "reason": "Both reports describe the browser tool being blocked by an overly strict SSRF/IP-literal policy; same underlying navigation policy bug." }, { "left": "issue:65687", "right": "issue:66850", "accept": false, "reason": "Different subsystems and failures: Discord voice conversation handling vs TTS provider discovery during startup." }, { "left": "issue:54050", "right": "issue:66989", "accept": false, "reason": "OAuth credential refresh reuse in a Telegram lane is unrelated to Slack Socket Mode not receiving inbound events." }, { "left": "issue:63314", "right": "issue:65117", "accept": true, "reason": "Both describe WhatsApp outbound media being sent with `hasMedia:false` and failing silently; same concrete media-send regression." }, { "left": "issue:63569", "right": "issue:64348", "accept": true, "reason": "These are the same packaging defect: published 2026.4.9 npm artifacts are missing `qa/scenarios`, which breaks downstream completion/cache generation." }, { "left": "issue:65319", "right": "issue:65997", "accept": false, "reason": "Both mention plugin allow/gating, but the commands and failure modes differ enough that they do not clearly reflect one underlying bug." }, { "left": "issue:63092", "right": "issue:64748", "accept": false, "reason": "Memory-wiki import failure and CLI allowlist inconsistency are separate issues with different symptoms and code paths." }, { "left": "issue:63239", "right": "issue:63358", "accept": true, "reason": "Both report the Slack extension contract API/config-load crash regression; the disabled-plugin detail still fits the same crash path." }, { "left": "issue:53927", "right": "issue:67241", "accept": false, "reason": "Both involve BlueBubbles, but one is a webhook route returning 404 and the other is an attachment-download/onRequestStart failure; different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 39, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53497", "issue:53517", "issue:54050", "issue:54073", "issue:63314", "issue:64599", "issue:64892", "issue:65009", "issue:65112", "issue:65277", "issue:65450", "issue:65451", "issue:65715", "issue:65832", "issue:66161", "issue:66768", "issue:67158", "issue:67575" ], "soft_pairs": [ "issue:54050|issue:67158", "issue:66768|issue:67575", "issue:64599|issue:65277", "issue:63314|issue:65451", "issue:54073|issue:65715", "issue:65450|issue:65832", "issue:64892|issue:65009", "issue:65112|issue:66161", "issue:53497|issue:53517" ], "prepared_review_unit_hash": "0093db905f0cd3bc79421247d975de8bbbfe9c0cd96b3c99624bda3ce1df8541", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13487, "estimated_input_tokens": 3372, "estimated_eval_tokens": 7000 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster contains several likely duplicate bug pairs across Telegram, WhatsApp, and model-registry/provider handling. I would merge the strongest same-bug pairs and keep the more root-cause-specific issues as canonicals; the rest look related only at the subsystem/symptom level.", "confidence": 0.77, "canonical_issue_reason": "For the Telegram leak family, issue #66161 is the better canonical: it states the broader underlying problem, matches the user-visible symptom directly, and has more inbound references.", "canonical_pr_reason": null, "best_issue_reason": "#66161 is the best overall issue to anchor this cluster because it is the clearest, most general description of a real bug with the strongest duplicate evidence in the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:54050", "right": "issue:67158", "accept": false, "reason": "Both involve OpenAI/Codex auth or model selection, but the failure modes differ: stale credentials/refresh-token reuse versus specific gpt-5.x rejection. Not the same bug." }, { "left": "issue:66768", "right": "issue:67575", "accept": false, "reason": "Both mention missing user-visible output, but one is about empty completed turns in a container release and the other about OpenRouter payload handling. Similar symptom, different underlying failure." }, { "left": "issue:64599", "right": "issue:65277", "accept": false, "reason": "One is a Light Sleep confidence scoring bug; the other is Dreaming creating too many narrative sessions. Related domain, not the same defect." }, { "left": "issue:63314", "right": "issue:65451", "accept": true, "reason": "Both report WhatsApp outbound media not attaching / hasMedia=false. Same symptom and likely the same send-message media attachment path." }, { "left": "issue:54073", "right": "issue:65715", "accept": true, "reason": "Both describe anthropic-vertex models missing after a version change because the provider/model registration is absent or broken. Same underlying registration issue." }, { "left": "issue:65450", "right": "issue:65832", "accept": true, "reason": "Both point to image-tool/model-registry failures with custom or upgraded models ending up as 'Unknown model'. Strong match on the same model-resolution path." }, { "left": "issue:64892", "right": "issue:65009", "accept": false, "reason": "One is a self-update flow bypassing update.run; the other is a gateway zombie-connection crash and restart. Different code paths and root causes." }, { "left": "issue:65112", "right": "issue:66161", "accept": true, "reason": "Both describe Telegram leaking commentary/scratch text into user-visible messages. Same underlying surface leak bug." }, { "left": "issue:53497", "right": "issue:53517", "accept": false, "reason": "Both are plugin-load failures, but one is missing exports in the plugin SDK barrel and the other is a peer-dependency install problem. Different root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 40, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53415", "issue:53721", "issue:53871", "issue:54050", "issue:63569", "issue:63968", "issue:64465", "issue:64748", "issue:64894", "issue:64947", "issue:65157", "issue:65214", "issue:65571", "issue:65695", "issue:65921", "issue:66082", "issue:66096", "issue:66527" ], "soft_pairs": [ "issue:53721|issue:53871", "issue:65571|issue:65695", "issue:64894|issue:64947", "issue:66096|issue:66527", "issue:54050|issue:64465", "issue:64748|issue:66082", "issue:63569|issue:63968", "issue:65157|issue:65214", "issue:53415|issue:65921" ], "prepared_review_unit_hash": "d02a161164757a92dc3afbcfa1b2b1e8a6e5764f323839cceb24b41a755ae9e4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13550, "estimated_input_tokens": 3388, "estimated_eval_tokens": 7032 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not a single duplicate cluster; it contains several separate bug families (Telegram, browser CDP, Codex OAuth, packaging regressions, memory-wiki, ACP). I accepted only the soft pairs that appear to describe the same underlying bug, and rejected the rest as related-but-distinct issues.", "confidence": 0.93, "canonical_issue_reason": "No single canonical issue is a safe choice because the items split into multiple unrelated problems rather than one duplicate thread.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue for the same reason: there is no single representative artifact for the mixed set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53721", "right": "issue:53871", "accept": true, "reason": "Both report the same Telegram channel initialization/config regression around the 2026.3.23-2 upgrade/restart path." }, { "left": "issue:65571", "right": "issue:65695", "accept": true, "reason": "Both describe the same Chrome CDP startup/connectivity failure in the browser path, just from slightly different symptoms and wording." }, { "left": "issue:64894", "right": "issue:64947", "accept": true, "reason": "Same OpenAI Codex OAuth regression: invalid_scope caused by requesting unauthorized scopes such as model.request/api.responses.write." }, { "left": "issue:66096", "right": "issue:66527", "accept": true, "reason": "Both are the same packaging regression: subagent-registry.runtime.js is missing from the 2026.4.12 npm package." }, { "left": "issue:54050", "right": "issue:64465", "accept": false, "reason": "Issue 64465 has no usable title/context here, so there is not enough evidence to tie it to the OAuth/Telegram credential problem." }, { "left": "issue:64748", "right": "issue:66082", "accept": false, "reason": "These are different memory-wiki bugs: one is an allowlist/config mismatch, the other is bridge mode exporting zero artifacts." }, { "left": "issue:63569", "right": "issue:63968", "accept": true, "reason": "Both point to the same 2026.4.9 npm packaging regression missing qa/scenarios assets; they just surface through different failing commands." }, { "left": "issue:65157", "right": "issue:65214", "accept": false, "reason": "Both involve plugins, but one is hook dispatch under claude-cli and the other is a bundled extension load failure; different code paths and failure modes." }, { "left": "issue:53415", "right": "issue:65921", "accept": false, "reason": "Both are ACP/opencode-related, but one is a session death after spawn and the other is a wrong-path launcher resolution bug; not the same concrete defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 41, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53231", "issue:53244", "issue:53285", "issue:63358", "issue:63360", "issue:63396", "issue:63771", "issue:64117", "issue:64186", "issue:64304", "issue:64509", "issue:65329", "issue:65578", "issue:65890", "issue:66872", "issue:67158", "issue:67177" ], "soft_pairs": [ "issue:53244|issue:53285", "issue:64186|issue:65578", "issue:53231|issue:65890", "issue:64304|issue:64509", "issue:63396|issue:67177", "issue:65329|issue:67177", "issue:63358|issue:63360", "issue:63771|issue:64117", "issue:66872|issue:67158" ], "prepared_review_unit_hash": "d8dc8083fa948b020e980b6e2c47e016ba97620959c641893ea3939858e9006a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12889, "estimated_input_tokens": 3223, "estimated_eval_tokens": 6702 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous and breaks into a few true duplicate subclusters (WhatsApp packaging, Slack config-load crash, voice-call EADDRINUSE), plus several unrelated or only loosely related bugs. No single issue cleanly represents the entire set.", "confidence": 0.76, "canonical_issue_reason": "If forced to pick one anchor, issue 63358 is the best canonical because it has a concrete root cause, a clear duplicate counterpart, and is a closed, well-scoped bug report. That said, the overall cluster is not a single duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63358 is the strongest global issue candidate: it is specific, actionable, and directly matches its duplicate pair; it is also more clearly rooted than the broader, multi-symptom reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53244", "right": "issue:53285", "accept": true, "reason": "Same WhatsApp packaging/dependency failure: both report the plugin being broken because runtime modules or @whiskeysockets/baileys are missing from the shipped package." }, { "left": "issue:64186", "right": "issue:65578", "accept": false, "reason": "Both mention model/discovery problems, but they point to different failures: local Ollama CLI vs remote API selection is not the same bug as Kilo model auto-discovery only returning Kilo/kilo-auto." }, { "left": "issue:53231", "right": "issue:65890", "accept": false, "reason": "Both are QMD memory-related, but 65890 is a specific managed-collection mismatch in live memory search, while 53231 also covers status-report inconsistency and scope-denied/session-context behavior; not the same concrete bug." }, { "left": "issue:64304", "right": "issue:64509", "accept": false, "reason": "Both involve Claude billing/usage errors, but the reports are not clearly the same code-path failure: one is a provider/model-specific billing rejection, the other is a backend 'out of extra usage' issue versus `claude -p`." }, { "left": "issue:63396", "right": "issue:67177", "accept": false, "reason": "These are different Teams/file-download bugs: Node 24+ undici dispatcher incompatibility in SharePoint downloads versus DM attachment URL rewriting to Graph shares endpoint." }, { "left": "issue:65329", "right": "issue:67177", "accept": false, "reason": "There is overlap in Teams DM attachment failures, but 67177 is a specific downloadUrl rewrite bug while 65329 is a broader silent-drop report including inline images; not enough evidence they are the same underlying defect." }, { "left": "issue:63358", "right": "issue:63360", "accept": true, "reason": "Same Slack contract-api crash during config load: one report names the general failure, the other pinpoints the legacyConfigRules getter/undefined property stack trace." }, { "left": "issue:63771", "right": "issue:64117", "accept": true, "reason": "Same EADDRINUSE voice-call bug: both describe the outbound voice-call path binding serve.port twice and failing on port-in-use." }, { "left": "issue:66872", "right": "issue:67158", "accept": false, "reason": "These are different Codex issues: one is incorrect provider reporting in status JSON, the other is OAuth rejection for specific gpt-5.x models." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 42, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53384", "issue:54050", "issue:63897", "issue:63968", "issue:64019", "issue:64295", "issue:64975", "issue:65062", "issue:65151", "issue:65277", "issue:65533", "issue:65581", "issue:65652", "issue:65698", "issue:67408", "issue:67575" ], "soft_pairs": [ "issue:67408|issue:67575", "issue:53384|issue:65581", "issue:63968|issue:64975", "issue:65062|issue:65698", "issue:64019|issue:64295", "issue:53317|issue:54050", "issue:65277|issue:65652", "issue:53384|issue:65533", "issue:63897|issue:65151" ], "prepared_review_unit_hash": "9e8fcd64c73af392ce908adf0bb4949f6e0688528cf77251a41fc1fce492b4dd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12952, "estimated_input_tokens": 3238, "estimated_eval_tokens": 6732 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items split into several distinct duplicate families rather than one single cluster. I accepted only the pairs that point to the same concrete bug or missing artifact, and rejected pairs that merely share a subsystem or theme. The strongest overall issue candidate is the OAuth stale-token report, since it is broad, well-described, and has the most inbound references.", "confidence": 0.77, "canonical_issue_reason": "issue:53317 is the best representative of its duplicate family: it describes the root cause broadly (fresh OAuth token overwritten by stale cached state on startup) and has the strongest apparent traction among the candidates.", "canonical_pr_reason": null, "best_issue_reason": "issue:53317 is the best overall issue candidate in this set because it is specific about the failure mode, broadly framed, and has the highest inbound reference count; however, the full list is heterogeneous, so no single issue cleanly represents every item.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67408", "right": "issue:67575", "accept": true, "reason": "Both describe the same OpenRouter response/stream parsing failure where a response is received but not surfaced correctly to the user." }, { "left": "issue:53384", "right": "issue:65581", "accept": false, "reason": "These are different bugs: one is a streaming text-block drop in assistant turns, the other is duplicate Discord message emission." }, { "left": "issue:63968", "right": "issue:64975", "accept": true, "reason": "Both point to the same missing qa/scenarios/index.md packaging/file-availability problem breaking QA/CLI completion." }, { "left": "issue:65062", "right": "issue:65698", "accept": false, "reason": "These involve different runtime issues and different failure modes; they are not the same underlying bug." }, { "left": "issue:64019", "right": "issue:64295", "accept": true, "reason": "These are the same idempotencyKey problem in memory-core dreaming/subagent.run(), with one issue phrased as the missing parameter and the other as the requirement." }, { "left": "issue:53317", "right": "issue:54050", "accept": true, "reason": "Both describe stale OAuth credentials/state being imported or reused instead of the fresh token, leading to refresh-token reuse/startup overwrite failures." }, { "left": "issue:65277", "right": "issue:65652", "accept": true, "reason": "Both report the same dreaming scheduler defect causing repeated unintended session creation outside the intended daily run." }, { "left": "issue:53384", "right": "issue:65533", "accept": false, "reason": "They overlap on OpenRouter/assistant-turn handling, but the concrete symptoms differ: dropped text in mixed [thinking,text] streaming versus missing reasoning fields in plain-text history." }, { "left": "issue:63897", "right": "issue:65151", "accept": true, "reason": "Both are about stale or missing sessionFile persistence/metadata causing valid sessions to look orphaned or prune incorrectly." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 43, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53318", "issue:53656", "issue:54039", "issue:64244", "issue:64304", "issue:64352", "issue:64476", "issue:64528", "issue:65125", "issue:65516", "issue:65558", "issue:66262", "issue:66263", "issue:66635", "issue:66830", "issue:66895", "issue:67547" ], "soft_pairs": [ "issue:53318|issue:53656", "issue:66830|issue:66895", "issue:64244|issue:65558", "issue:64476|issue:65125", "issue:66262|issue:66263", "issue:64528|issue:65558", "issue:64352|issue:66635", "issue:54039|issue:64304", "issue:65516|issue:67547" ], "prepared_review_unit_hash": "32145044f48d8426230af5520ce8282296ce7b57837b6112875d8f86016fefa5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12951, "estimated_input_tokens": 3238, "estimated_eval_tokens": 6732 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. The only clear duplicate pair is the Feishu card-required bug (#53318 / #53656), which appears to be the same issue in English and Chinese. The other soft-similarity pairs share broad themes but describe different failure modes or different products/code paths, so they should stay separate.", "confidence": 0.91, "canonical_issue_reason": "#53318 is the clearest canonical issue: it describes the Feishu message-tool schema/card requirement mismatch directly and in English; #53656 appears to be the same bug described in Chinese.", "canonical_pr_reason": null, "best_issue_reason": "#53318 is the best representative issue for the duplicate pair because it is explicit, specific, and likely the original report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53318", "right": "issue:53656", "accept": true, "reason": "Same Feishu bug: card is incorrectly required by schema, blocking pure media/filepath sends. The titles are language variants of the same underlying problem." }, { "left": "issue:66830", "right": "issue:66895", "accept": false, "reason": "Both concern session/model state, but one is a compaction token-reservation asymmetry and the other is failover override persistence; different code paths and symptoms." }, { "left": "issue:64244", "right": "issue:65558", "accept": false, "reason": "Both mention MiniMax, but one is an image-routing regression and the other is OAuth/onboarding leaking refs; not the same bug." }, { "left": "issue:64476", "right": "issue:65125", "accept": false, "reason": "Different platforms and failures: Windows gateway RPC timeouts versus macOS browser attach failures." }, { "left": "issue:66262", "right": "issue:66263", "accept": false, "reason": "Both are state/compaction-related, but one is stale thread binding after gateway reset and the other is stale context-usage reporting after native compaction; not the same defect." }, { "left": "issue:64528", "right": "issue:65558", "accept": false, "reason": "Completely unrelated: workspace-isolation bug versus MiniMax onboarding exposure." }, { "left": "issue:64352", "right": "issue:66635", "accept": false, "reason": "Both involve WhatsApp media sending, but one is a general --media regression while the other is an auto-reply inline MEDIA-path failure with manual send still working." }, { "left": "issue:54039", "right": "issue:64304", "accept": false, "reason": "Unrelated bugs: Windows absolute-path handling in read tool versus a billing-related Claude provider failure." }, { "left": "issue:65516", "right": "issue:67547", "accept": false, "reason": "Both touch A2UI packaging/build artifacts, but one is a missing script in the installed package and the other is a hash dependence on ui/node_modules; not the same change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 44, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53857", "issue:53871", "issue:53892", "issue:62826", "issue:63314", "issue:63677", "issue:64174", "issue:64748", "issue:65319", "issue:65558", "issue:66486", "issue:66611", "issue:66674", "issue:66763", "issue:67291", "issue:67482" ], "soft_pairs": [ "issue:53317|issue:53871", "issue:64748|issue:65319", "issue:66611|issue:66763", "issue:62826|issue:63314", "issue:65558|issue:66486", "issue:64174|issue:66674", "issue:53857|issue:63677", "issue:53892|issue:63677", "issue:67291|issue:67482" ], "prepared_review_unit_hash": "a1c8932fe7ebb132d73803d978c1fb49b01d1cb730a46630366d6a2be9e78534", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13074, "estimated_input_tokens": 3269, "estimated_eval_tokens": 6794 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set breaks into a few small duplicate candidates rather than one cohesive cluster. The clearest duplicates are the WhatsApp media-send regressions and the onboarding/init-wizard trim crash; the attachOnly browser-session pair is related but not close enough to confidently merge.", "confidence": 0.61, "canonical_issue_reason": "issue:67291 is the strongest representative of the onboarding trim crash: it has the most discussion/inbound references, a clear user-facing symptom, and issue:67482 reads like the same bug with a later, narrower reproduction.", "canonical_pr_reason": null, "best_issue_reason": "issue:67291 is the best overall issue to anchor triage because it is well-documented, high-signal, and appears to be the primary report for that exact failure mode.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53317", "right": "issue:53871", "accept": false, "reason": "Different products and failure modes: OAuth token startup state overwrite vs Telegram channel configuration detection." }, { "left": "issue:64748", "right": "issue:65319", "accept": false, "reason": "Both mention plugin/config allowlists, but they concern different commands and validation paths; not the same underlying bug." }, { "left": "issue:66611", "right": "issue:66763", "accept": false, "reason": "Both are attach/connect failures, but one is browser attachOnly profile setup and the other is macOS existing-session attachment with webSocketDebuggerUrl; too little evidence of one concrete shared bug." }, { "left": "issue:62826", "right": "issue:63314", "accept": true, "reason": "Same WhatsApp media-send regression: both report `--media`/media sends silently dropping or not attaching media in the same command path." }, { "left": "issue:65558", "right": "issue:66486", "accept": false, "reason": "Unrelated: MiniMax OAuth onboarding leakage vs image tool unknown-model handling." }, { "left": "issue:64174", "right": "issue:66674", "accept": false, "reason": "Both surface HTML/error-shape problems, but one is OAuth runtime 403 handling and the other is direct CLI infer misreporting DNS failure; different code paths." }, { "left": "issue:53857", "right": "issue:63677", "accept": false, "reason": "Unrelated subsystems: web_search API-key detection vs WhatsApp voice-note STT processing." }, { "left": "issue:53892", "right": "issue:63677", "accept": false, "reason": "Different WhatsApp behaviors: outbound group-message echo/self-reply vs voice notes bypassing transcription." }, { "left": "issue:67291", "right": "issue:67482", "accept": true, "reason": "Same onboarding/init-wizard crash on `trim` from an undefined value; 67482 looks like a duplicate report with the same symptom." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 45, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53751", "issue:63211", "issue:63314", "issue:64186", "issue:64208", "issue:64665", "issue:65424", "issue:65695", "issue:65834", "issue:65863", "issue:66253", "issue:66611", "issue:66768", "issue:67220", "issue:67288", "issue:67362", "issue:67408", "issue:67435" ], "soft_pairs": [ "issue:63211|issue:64208", "issue:65424|issue:66253", "issue:65834|issue:67362", "issue:65695|issue:66611", "issue:63314|issue:64665", "issue:64186|issue:67435", "issue:65863|issue:67288", "issue:66768|issue:67408", "issue:53751|issue:67220" ], "prepared_review_unit_hash": "7ce10c0baeaed45a5b776a8aae61b49261d4ac7733bd0693bf677b73aa6b6f7d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13560, "estimated_input_tokens": 3390, "estimated_eval_tokens": 7036 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly heterogeneous, but two soft pairs look like likely duplicates: the memory-core cron reconciliation issues and the WhatsApp media-drop issues. The remaining pairs share a subsystem or symptom but not enough evidence of the same concrete bug path to merge.", "confidence": 0.71, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue cleanly represents the whole cluster; it contains multiple unrelated bug reports. If forced to pick the closest duplicate core, the memory-core cron pair (65834/67362) is the strongest match.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63211", "right": "issue:64208", "accept": false, "reason": "Both concern exec approval being ignored, but they target different flows (isolated cron sessions vs WhatsApp DM) and do not clearly look like the same concrete bug." }, { "left": "issue:65424", "right": "issue:66253", "accept": false, "reason": "Both are image-attachment drop bugs, but they involve different providers and distinct code paths (Minimax catalog vs bigmodel/glm-5v-turbo parsing)." }, { "left": "issue:65834", "right": "issue:67362", "accept": true, "reason": "Very similar memory-core dreaming cron reconciliation failure: both point to using the wrong/stale cron reference and reporting cron unavailable at runtime." }, { "left": "issue:65695", "right": "issue:66611", "accept": false, "reason": "Both are browser/CDP connection problems, but one is child-Chrome startup reachability and the other is attachOnly profile connection; too different to treat as the same bug." }, { "left": "issue:63314", "right": "issue:64665", "accept": true, "reason": "Same WhatsApp media-send failure pattern: hasMedia becomes false and outbound media is dropped despite media being requested, with broad overlap in symptoms and scope." }, { "left": "issue:64186", "right": "issue:67435", "accept": false, "reason": "Both mention Ollama, but one is local CLI vs remote API selection and the other is a model-ID prefix causing 404; different bugs." }, { "left": "issue:65863", "right": "issue:67288", "accept": false, "reason": "One is a missing docs entry, the other is a runtime discovery-gating bug; they are unrelated." }, { "left": "issue:66768", "right": "issue:67408", "accept": false, "reason": "No substantive overlap beyond being bug reports in the same repo; different components and failure modes." }, { "left": "issue:53751", "right": "issue:67220", "accept": false, "reason": "Both involve 404s during model/image calls, but they are different providers and different failure mechanisms (Google API key header auth vs OpenAI SDK baseUrl handling)." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 46, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53721", "issue:53892", "issue:54039", "issue:62898", "issue:62923", "issue:63138", "issue:63239", "issue:63360", "issue:64541", "issue:65571", "issue:65584", "issue:66353", "issue:66611", "issue:67183", "issue:67191", "issue:67439", "issue:67454", "issue:67575" ], "soft_pairs": [ "issue:63239|issue:63360", "issue:54039|issue:64541", "issue:66353|issue:66611", "issue:67183|issue:67191", "issue:63138|issue:65571", "issue:65584|issue:67439", "issue:53721|issue:53892", "issue:62898|issue:62923", "issue:67454|issue:67575" ], "prepared_review_unit_hash": "8e92e0e6fbab95813dd543e5207cfa2de26b91b5ad47f97a053a8a20842e13e3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13455, "estimated_input_tokens": 3364, "estimated_eval_tokens": 6984 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a set of unrelated bug reports, with a few clear duplicate clusters around Slack contract-api regressions, browser CDP attach/start failures, cron CLI exit/hang behavior, BOOT.md delivery, setup-entry.js path regressions, and OpenRouter empty-payload delivery failures.", "confidence": 0.84, "canonical_issue_reason": "67575 is the most broadly worded and symptom-focused issue among the set for the OpenRouter delivery failure, making it a good canonical reference point within its cluster.", "canonical_pr_reason": null, "best_issue_reason": "67575 is the strongest overall issue candidate: it is open, concise, and describes the underlying failure mode without unnecessary environment-specific detail.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63239", "right": "issue:63360", "accept": true, "reason": "Same Slack contract-api regression causing startup/config-load failures; the second issue is a more specific manifestation of the first." }, { "left": "issue:54039", "right": "issue:64541", "accept": false, "reason": "Completely different subsystems and symptoms: Windows path handling in read tool vs Ollama first-turn latency/timeouts." }, { "left": "issue:66353", "right": "issue:66611", "accept": true, "reason": "Both describe the same browser CDP attach/connect failure despite a running Chrome endpoint, just with different wording and environment details." }, { "left": "issue:67183", "right": "issue:67191", "accept": true, "reason": "These are effectively the same BOOT.md delivery bug with identical titles and symptom description." }, { "left": "issue:63138", "right": "issue:65571", "accept": true, "reason": "Both are browser CDP connection/startup failures; the titles point to the same underlying CDP path even though one emphasizes websocket reachability and the other startup on Linux." }, { "left": "issue:65584", "right": "issue:67439", "accept": true, "reason": "Same cron CLI post-success lifecycle problem: commands succeed but then hang/exit abnormally instead of terminating cleanly." }, { "left": "issue:53721", "right": "issue:53892", "accept": false, "reason": "Different channels and failure modes: Telegram gateway restart initialization vs WhatsApp outbound echo/self-reply behavior." }, { "left": "issue:62898", "right": "issue:62923", "accept": true, "reason": "Both are the same setup-entry.js path/specifier regression breaking channel plugins/extensions, with Telegram and Slack called out in one report." }, { "left": "issue:67454", "right": "issue:67575", "accept": true, "reason": "Same OpenRouter delivery failure: responses arrive but are not surfaced to the user, producing empty or incomplete assistant payloads." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 47, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53785", "issue:62672", "issue:63896", "issue:64302", "issue:64533", "issue:64833", "issue:64947", "issue:65125", "issue:65218", "issue:65608", "issue:66082", "issue:66380", "issue:66460", "issue:66813", "issue:67158", "issue:67327", "issue:67336" ], "soft_pairs": [ "issue:64302|issue:65218", "issue:64833|issue:64947", "issue:66380|issue:66460", "issue:65218|issue:66813", "issue:65125|issue:67336", "issue:63896|issue:64533", "issue:66082|issue:67327", "issue:53785|issue:65608", "issue:62672|issue:67158" ], "prepared_review_unit_hash": "00ee035165114b6581be29db5b649476481871903c096402702ff0bff3867b8c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12968, "estimated_input_tokens": 3242, "estimated_eval_tokens": 6740 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a mixed cluster of mostly unrelated issues. I accepted only three soft duplicates: OAuth scope failures, TTS audio path blocking, and memory-wiki bridge artifact counting. The remaining pairs share broad subsystems or symptoms but do not look like the same underlying bug.", "confidence": 0.78, "canonical_issue_reason": "issue:64947 is the clearest root-cause report in the OAuth pair: it names the unauthorized scopes directly, while issue:64833 mainly describes the misleading callback symptom.", "canonical_pr_reason": null, "best_issue_reason": "issue:64947 is the most actionable and specific issue overall among the related items, with the strongest root-cause framing.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64302", "right": "issue:65218", "accept": false, "reason": "Both involve compaction/context limits, but one is a general compaction-settings overflow bug and the other is a heartbeat precheck reserveTokens mismatch; different code paths." }, { "left": "issue:64833", "right": "issue:64947", "accept": true, "reason": "Same OAuth scope failure in openai-codex: one reports a misleading callback error, the other identifies the invalid/unauthorized scopes directly." }, { "left": "issue:66380", "right": "issue:66460", "accept": false, "reason": "Both mention heartbeat/cron, but stale heartbeat state inheritance and relaying exec completion events are distinct bugs." }, { "left": "issue:65218", "right": "issue:66813", "accept": false, "reason": "Heartbeat-related, but reserve token handling and target='last' skipping/no-target behavior are different failures." }, { "left": "issue:65125", "right": "issue:67336", "accept": false, "reason": "Both are macOS/browser issues, but managed/user attach failure and SSH path rewriting are separate underlying problems." }, { "left": "issue:63896", "right": "issue:64533", "accept": true, "reason": "Both describe the same TTS audio regression being blocked/dropped by media-path filtering around temp/sandbox reply media handling." }, { "left": "issue:66082", "right": "issue:67327", "accept": true, "reason": "Both report memory-wiki bridge artifacts showing as 0 despite populated memory content; same artifact discovery/counting bug." }, { "left": "issue:53785", "right": "issue:65608", "accept": false, "reason": "Package-bundling a missing Linux binary and a pnpm ADDON_DIR build failure are different packaging/build issues." }, { "left": "issue:62672", "right": "issue:67158", "accept": false, "reason": "A 429 fallback-chain propagation bug is unrelated to OAuth scope rejection for specific model versions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 48, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62748", "issue:62749", "issue:62904", "issue:62923", "issue:62985", "issue:64978", "issue:65093", "issue:65408", "issue:65571", "issue:66077", "issue:66163", "issue:66260", "issue:66262", "issue:66353", "issue:66679", "issue:66773", "issue:67425", "issue:67575" ], "soft_pairs": [ "issue:66260|issue:66262", "issue:67425|issue:67575", "issue:65093|issue:66353", "issue:66077|issue:66163", "issue:64978|issue:65571", "issue:62985|issue:66679", "issue:62748|issue:62749", "issue:65408|issue:66773", "issue:62904|issue:62923" ], "prepared_review_unit_hash": "b27cd254b3a485e3259e755ea5c76f14960648a8dfc309607523dd5f72c03ace", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13435, "estimated_input_tokens": 3359, "estimated_eval_tokens": 6974 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster splits into several unrelated bug themes (OpenClaw packaging, Telegram extension packaging/config, Chrome CDP startup, memory/ollama CLI, gateway token/session, and OpenRouter turn handling). I only accepted pairs that look like the same underlying defect; most others are adjacent but distinct.", "confidence": 0.74, "canonical_issue_reason": "issue:62748 is the cleanest canonical issue: it is an exact duplicate of issue:62749 with the same title/body and describes a single concrete OpenClaw dependency-staging crash.", "canonical_pr_reason": null, "best_issue_reason": "issue:62748 is the best overall representative because it is the clearest exact-duplicate anchor in an otherwise mixed cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66260", "right": "issue:66262", "accept": false, "reason": "Both are gateway/Codex-related, but one is startup skipping harness activation and the other is reset preserving a stale thread binding; related area, different underlying bug." }, { "left": "issue:67425", "right": "issue:67575", "accept": true, "reason": "Both describe the same OpenRouter turn-completion failure with payloads=0/incomplete turn symptoms; likely the same code-path issue." }, { "left": "issue:65093", "right": "issue:66353", "accept": false, "reason": "Both are browser CDP failures, but one is a websocket-unreachable-after-start problem and the other is CDP detection false-negative despite a healthy endpoint; not the same bug." }, { "left": "issue:66077", "right": "issue:66163", "accept": true, "reason": "Both are the same ollama memory-provider failure surfaced through different CLI memory commands." }, { "left": "issue:64978", "right": "issue:65571", "accept": true, "reason": "Both point to the same Chrome/CDP startup failure around port 18800 and a false failure despite DevTools being available." }, { "left": "issue:62985", "right": "issue:66679", "accept": false, "reason": "Both mention Telegram, but one is a multi-account config error and the other is chat tools/actions not executing; different symptoms and likely different fixes." }, { "left": "issue:62748", "right": "issue:62749", "accept": true, "reason": "These are exact duplicates with identical title and body describing the same OpenClaw runtime-dependency staging crash." }, { "left": "issue:65408", "right": "issue:66773", "accept": false, "reason": "Both involve gateway device tokens, but one is a token-rotation/session-retention issue and the other is plaintext tokens being returned in RPC; distinct bugs." }, { "left": "issue:62904", "right": "issue:62923", "accept": false, "reason": "Both are Telegram-related packaging/config regressions, but one is a missing src/ directory causing config load failure and the other is a setup-entry.js specifier regression affecting Telegram and Slack; not the same defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 49, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53318", "issue:53466", "issue:53697", "issue:53871", "issue:54039", "issue:62985", "issue:63138", "issue:64111", "issue:64244", "issue:64628", "issue:64788", "issue:65062", "issue:65316", "issue:65317", "issue:65424", "issue:66082", "issue:66799", "issue:66952" ], "soft_pairs": [ "issue:53871|issue:62985", "issue:54039|issue:66799", "issue:64244|issue:65424", "issue:65316|issue:65317", "issue:53466|issue:66952", "issue:64111|issue:64628", "issue:53318|issue:53697", "issue:65062|issue:66082", "issue:63138|issue:64788" ], "prepared_review_unit_hash": "5f3c3c614b75cd02883695d30158972598f14217e88cac6a5ddef86f36f6bfaf", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13654, "estimated_input_tokens": 3414, "estimated_eval_tokens": 7084 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one strong duplicate set appears: the two Feishu schema bugs. The other soft pairs share a subsystem or symptom family, but look like distinct underlying issues and should stay separate.", "confidence": 0.93, "canonical_issue_reason": "Issue 53697 is the clearest canonical report for the Feishu bug: it names the exact regression, states the schema problem directly, and is the most specific/actionable of the two near-duplicates.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53697 is the best overall representative issue in this cluster because it is precise, versioned, and directly describes the underlying defect with minimal ambiguity.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53871", "right": "issue:62985", "accept": false, "reason": "Both are Telegram-related, but one is a post-upgrade \"not configured\" regression while the other is a multi-account config error; they do not describe the same concrete failure mode." }, { "left": "issue:54039", "right": "issue:66799", "accept": false, "reason": "Different tools and different bugs: absolute Windows path normalization in `read` vs unauthorized file access via `agents.files.get`." }, { "left": "issue:64244", "right": "issue:65424", "accept": false, "reason": "Both involve MiniMax image handling, but one is wrong routing to the M2.7 chat endpoint and the other drops image attachments in `chat.send`; separate code paths and fixes." }, { "left": "issue:65316", "right": "issue:65317", "accept": false, "reason": "Both concern sandbox/file-write behavior, but one is unsafe exposure of write tools without a writable target and the other is a helper/runtime failure in `functions.write`; not the same bug." }, { "left": "issue:53466", "right": "issue:66952", "accept": false, "reason": "Both mention Codex OAuth, but one is stale credentials overwriting fresh re-auth and the other is a refresh-token race plus status misreporting; related area, different defects." }, { "left": "issue:64111", "right": "issue:64628", "accept": false, "reason": "Both mention Ollama/image-tool access, but one is missing access to vision models and the other is provider registration/config reporting `api: ollama` as absent; not the same failure." }, { "left": "issue:53318", "right": "issue:53697", "accept": true, "reason": "These are the same Feishu schema bug: `card` is incorrectly required and breaks media/filepath sends; 53697 is just the more specific regression report." }, { "left": "issue:65062", "right": "issue:66082", "accept": false, "reason": "Completely different issues: gateway CPU from runtime bugs vs memory-wiki bridge exporting zero artifacts." }, { "left": "issue:63138", "right": "issue:64788", "accept": false, "reason": "Both are browser/CDP connection failures, but the environments and described triggers differ enough that they do not clearly collapse to one underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 50, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53466", "issue:53592", "issue:53647", "issue:53876", "issue:53928", "issue:62985", "issue:63214", "issue:64476", "issue:64602", "issue:64900", "issue:65062", "issue:65611", "issue:66260", "issue:66833", "issue:66872", "issue:66978", "issue:67114", "issue:67410" ], "soft_pairs": [ "issue:64476|issue:67114", "issue:53647|issue:66978", "issue:65062|issue:66260", "issue:64900|issue:65611", "issue:53876|issue:62985", "issue:63214|issue:64602", "issue:66833|issue:67410", "issue:53592|issue:53928", "issue:53466|issue:66872" ], "prepared_review_unit_hash": "dd1606385472574ba177009c45a17765740a43797e271000badf59cfd1a98213", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13644, "estimated_input_tokens": 3411, "estimated_eval_tokens": 7078 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This looks like a mixed issue cluster with three clear duplicate families and several near-matches that should remain separate. I\u2019d accept the CDP-session pair, the idempotencyKey pair, and the OpenRouter reasoning_details pair; the rest are too symptom-level or subsystem-adjacent to merge confidently.", "confidence": 0.84, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue is canonical for the whole set because the cluster contains multiple unrelated bug families. If forced to pick one representative issue, 67410 is the strongest overall because it is the broadest and most general report in the OpenRouter reasoning_details family.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64476", "right": "issue:67114", "accept": false, "reason": "Both are Windows/runtime stalls, but they describe different failing paths: gateway RPC timeouts vs status/health command hanging. Too broad to call the same bug." }, { "left": "issue:53647", "right": "issue:66978", "accept": false, "reason": "Both involve long-running child work and completion timing, but one is OpenProse cron boundary handling and the other is sessions_spawn run-mode timeout/completion payload loss. Not clearly the same code-path." }, { "left": "issue:65062", "right": "issue:66260", "accept": false, "reason": "Gateway startup/runtime issues, but one is CPU from malformed collections/plugin loading and the other is Codex harness activation being skipped. Different underlying failures." }, { "left": "issue:64900", "right": "issue:65611", "accept": true, "reason": "Same CDP profile/session-state bug: both say an active/live session exists but the profile reports inactive/not running. The symptom and detection path line up closely." }, { "left": "issue:53876", "right": "issue:62985", "accept": false, "reason": "Both are Telegram config problems, but one is an upgrade regression showing 'not configured' and the other is a multi-account configuration error. Not enough evidence they share one fix." }, { "left": "issue:63214", "right": "issue:64602", "accept": true, "reason": "Identical bug report: memory-core dreaming narrative generation fails because required idempotencyKey is missing. Same failure and same subsystem." }, { "left": "issue:66833", "right": "issue:67410", "accept": true, "reason": "Same OpenRouter stream-parsing defect: reasoning_details is not handled and content/payload is dropped. 67410 is the broader version of the same bug across models." }, { "left": "issue:53592", "right": "issue:53928", "accept": false, "reason": "Both mention Bedrock credential/auth failures, but one is aws-sdk auth mode for /btw and the other is embedded agent runs missing credentials while interactive Telegram works. Likely different auth paths." }, { "left": "issue:53466", "right": "issue:66872", "accept": false, "reason": "Both are Codex-auth related, but one is stale external credentials overwriting re-auth and causing OAuth failures, while the other is status reporting missingProvidersInUse despite native auth. Similar area, not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 51, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53892", "issue:54069", "issue:63110", "issue:63212", "issue:63345", "issue:64595", "issue:64856", "issue:65862", "issue:65870", "issue:65990", "issue:66353", "issue:66370", "issue:66635", "issue:66814", "issue:66872", "issue:66952", "issue:67109", "issue:67402" ], "soft_pairs": [ "issue:65862|issue:65870", "issue:66814|issue:67402", "issue:63212|issue:63345", "issue:66370|issue:67109", "issue:53892|issue:54069", "issue:65990|issue:66353", "issue:64595|issue:64856", "issue:63110|issue:66635", "issue:66872|issue:66952" ], "prepared_review_unit_hash": "15d041599c2bf193cece308f8b2c9b5a24c78ff142526b3c1c093765e67e82b1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13494, "estimated_input_tokens": 3374, "estimated_eval_tokens": 7004 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are different bugs that only share a subsystem or symptom. The only strong duplicate-like pair is the memory-core dreaming repeat-execution regression.", "confidence": 0.91, "canonical_issue_reason": "issue:64856 is the most specific and actionable writeup: it names the exact peek/drain mismatch in the heartbeat session and the repeated dreaming symptom.", "canonical_pr_reason": null, "best_issue_reason": "issue:64856 is the best representative issue overall because it gives the clearest root cause, scope, and reproduction context for the recurring-memory-core bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65862", "right": "issue:65870", "accept": false, "reason": "Both are search-related, but one is onboarding coverage and the other is a docs URL path typo; not the same underlying bug." }, { "left": "issue:66814", "right": "issue:67402", "accept": false, "reason": "Both mention leaked internal messages after restarts, but one is Control UI transcript leakage and the other is normal chat session leakage; different failure surfaces and likely different code paths." }, { "left": "issue:63212", "right": "issue:63345", "accept": false, "reason": "Matrix verification failure vs missing keys are distinct problems; shared plugin area is too broad to treat as duplicates." }, { "left": "issue:66370", "right": "issue:67109", "accept": false, "reason": "Both involve images in the UI, but one is post-send/history disappearance and the other is inbound image rendering; different directions and symptoms." }, { "left": "issue:53892", "right": "issue:54069", "accept": false, "reason": "WhatsApp outbound echo/self-reply and Matrix event dispatch stalling are unrelated bugs." }, { "left": "issue:65990", "right": "issue:66353", "accept": false, "reason": "Both are CDP/browser connectivity complaints, but one is managed-Chrome profile websocket reachability and the other is generic CDP detection despite a healthy endpoint; not clearly the same defect." }, { "left": "issue:64595", "right": "issue:64856", "accept": true, "reason": "These describe the same repeated execution regression in memory-core dreaming; the latter gives the concrete root cause (cron events peeked from main session but drained from :heartbeat)." }, { "left": "issue:63110", "right": "issue:66635", "accept": false, "reason": "Both concern WhatsApp media delivery, but one is audio/voice-note delivery and the other is inline MEDIA path handling; different media paths and bugs." }, { "left": "issue:66872", "right": "issue:66952", "accept": false, "reason": "One is models-status misreporting Codex harness providers, the other is an OAuth refresh-token race and status inconsistency; related auth area but not the same concrete issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 52, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53244", "issue:53605", "issue:53744", "issue:53818", "issue:62903", "issue:64529", "issue:65125", "issue:65521", "issue:65571", "issue:65844", "issue:65964", "issue:66189", "issue:66353", "issue:66527", "issue:66532", "issue:66535", "issue:66872", "issue:67216" ], "soft_pairs": [ "issue:53605|issue:62903", "issue:65521|issue:66353", "issue:66189|issue:66527", "issue:66532|issue:66535", "issue:65844|issue:66872", "issue:64529|issue:65964", "issue:53244|issue:53818", "issue:53744|issue:67216", "issue:65125|issue:65571" ], "prepared_review_unit_hash": "c1f122af8f894b14a90991b5a0b092b8e6381144a6bf1e76acc56c3d80d70b78", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13469, "estimated_input_tokens": 3368, "estimated_eval_tokens": 6992 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster splits into several unrelated bug families. The only strong duplicate groups are the missing bundled runtime-file regressions (WhatsApp/subagent vs the umbrella publish-pipeline issue) and the TTS /tmp/openclaw path regression. The browser/CDP, auth, Google image-generation, and compact-cancel items do not look like the same underlying bugs.", "confidence": 0.88, "canonical_issue_reason": "issue:53818 is the best umbrella issue: it describes the shared npm publish pipeline regression causing bundled plugin/runtime files to be missing, which matches the concrete missing-file reports more broadly than any single plugin-specific issue.", "canonical_pr_reason": null, "best_issue_reason": "issue:53818 is the most general and central issue in the cluster, with the clearest path to absorbing the missing runtime-module reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53605", "right": "issue:62903", "accept": false, "reason": "Both mention bundled plugin/runtime packaging, but 62903 is Telegram-specific and also includes doctor rewriting config to a minimal stub; not the same concrete bug." }, { "left": "issue:65521", "right": "issue:66353", "accept": false, "reason": "Different browser/CDP failures: one is managed browser launch/exits on Windows, the other is CDP detection on Linux despite a healthy endpoint." }, { "left": "issue:66189", "right": "issue:66527", "accept": true, "reason": "Same missing artifact bug: subagent-registry.runtime.js is missing from the dist/npm package in both reports, causing the same silent runtime failure." }, { "left": "issue:66532", "right": "issue:66535", "accept": false, "reason": "A feature request to expose abort APIs is not the same as the /compact cancellation bug; they are related only by general runtime control." }, { "left": "issue:65844", "right": "issue:66872", "accept": false, "reason": "Different auth/model-status problems: multi-profile auth collapsing is not the same as missingProvidersInUse being reported for Codex harness models." }, { "left": "issue:64529", "right": "issue:65964", "accept": true, "reason": "Same TTS media-path regression: both report audio being blocked because isAllowedAbsoluteReplyMediaPath rejects /tmp/openclaw paths." }, { "left": "issue:53244", "right": "issue:53818", "accept": true, "reason": "Same underlying publish regression: WhatsApp runtime modules missing from the npm package fits the umbrella missing bundled runtime modules issue." }, { "left": "issue:53744", "right": "issue:67216", "accept": false, "reason": "Both involve Google image generation, but one is a missing capability report and the other is SSRF blocking with allowPrivateNetwork; not the same bug." }, { "left": "issue:65125", "right": "issue:65571", "accept": false, "reason": "Both are browser attach/CDP failures, but they are on different platforms and describe different failure modes, so they are not clearly the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 53, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:54039", "issue:63896", "issue:64174", "issue:64287", "issue:64291", "issue:64326", "issue:64628", "issue:65465", "issue:65582", "issue:66092", "issue:66260", "issue:66263", "issue:66561", "issue:66682", "issue:66699", "issue:66758", "issue:66768", "issue:66833" ], "soft_pairs": [ "issue:63896|issue:66092", "issue:64326|issue:65465", "issue:66768|issue:66833", "issue:54039|issue:65582", "issue:64174|issue:66561", "issue:64287|issue:64291", "issue:66682|issue:66699", "issue:66260|issue:66263", "issue:64628|issue:66758" ], "prepared_review_unit_hash": "62a26315f94e5312a8940057abb75a2c11f5141ec851f8acae4b3ab53d101091", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13380, "estimated_input_tokens": 3345, "estimated_eval_tokens": 6946 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not a true duplicate cluster: the items describe unrelated bugs across read-path handling, TTS delivery, OAuth/runtime startup, transcript replay, Ollama token accounting, Telegram commands, and stream parsing. All soft pairs appear to be same-surface-area but different root causes, so none should be merged as duplicates.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue; the items span distinct bugs in unrelated subsystems, so there is no safe duplicate anchor.", "canonical_pr_reason": null, "best_issue_reason": "No global best representative for the same reason; any choice would misrepresent the heterogeneous set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63896", "right": "issue:66092", "accept": false, "reason": "Both are TTS-related, but one is a media allowlist regression dropping temp audio and the other loses the audioAsVoice flag in the outbound pipeline; different failure points and fixes." }, { "left": "issue:64326", "right": "issue:65465", "accept": false, "reason": "Both involve Ollama token accounting, but one hardcodes the input-token limit and the other ignores compaction reserve config; related subsystem, different bug." }, { "left": "issue:66768", "right": "issue:66833", "accept": false, "reason": "Both are stream/output parsing issues, but one reports empty completed turns while the other mishandles OpenRouter/Qwen3 reasoning_details; different payload shape and root cause." }, { "left": "issue:54039", "right": "issue:65582", "accept": false, "reason": "Both are path/filesystem bugs, but one doubles absolute Windows paths in the read tool and the other tries to mkdir '/home/node' on macOS; distinct platform/feature failures." }, { "left": "issue:64174", "right": "issue:66561", "accept": false, "reason": "Both mention Codex runtime execution, but one fails with a 403 HTML OAuth/runtime response and the other aborts after SSE start and surfaces as a timeout; not the same code path." }, { "left": "issue:64287", "right": "issue:64291", "accept": false, "reason": "Both concern session transcripts, but one is broken parentId chaining causing context loss, while the other is partial replay despite an intact chain and no compaction; different underlying bug." }, { "left": "issue:66682", "right": "issue:66699", "accept": false, "reason": "Both are Telegram command registration issues, but one is startup registration not happening and the other is silent failure when the payload budget is exceeded; separate causes." }, { "left": "issue:66260", "right": "issue:66263", "accept": false, "reason": "Both touch Codex lifecycle/compaction, but one skips harness activation at startup and the other leaves post-compaction context usage stale or unknown; different lifecycle stages." }, { "left": "issue:64628", "right": "issue:66758", "accept": false, "reason": "Both are image-tool/Ollama issues, but one says no provider is registered and the other says all Ollama/provider models are unknown; different lookup failures." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 54, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53547", "issue:54039", "issue:62762", "issue:62949", "issue:63114", "issue:63239", "issue:63360", "issue:63516", "issue:63897", "issue:64551", "issue:64665", "issue:64959", "issue:65002", "issue:65619", "issue:66096", "issue:66166", "issue:66189", "issue:66885" ], "soft_pairs": [ "issue:64551|issue:66166", "issue:64665|issue:65002", "issue:63897|issue:64959", "issue:66096|issue:66189", "issue:62949|issue:63360", "issue:63516|issue:66885", "issue:53547|issue:54039", "issue:62762|issue:65619", "issue:63114|issue:63239" ], "prepared_review_unit_hash": "f0c77d94c65ae2977e57499ff6bf520fddd8e75b900c11a6c177e30f413ab03f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13559, "estimated_input_tokens": 3390, "estimated_eval_tokens": 7036 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a set of unrelated issues with three clear duplicate mini-clusters: Slack contract-api TypeError reports, WhatsApp outbound media being dropped, and subagent runtime file missing. Most other pairs are only loosely related and should stay separate.", "confidence": 0.86, "canonical_issue_reason": "Issue 63239 is the clearest representative of the Slack contract-api TypeError regression cluster and matches the related load/startup failures most directly.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63239 is the best global issue representative because it is specific, well-scoped, and anchors the strongest duplicate cluster in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64551", "right": "issue:66166", "accept": false, "reason": "Same general macOS-node area, but the titles point to different symptoms; this is too broad to treat as the same bug with the evidence shown." }, { "left": "issue:64665", "right": "issue:65002", "accept": true, "reason": "Same WhatsApp outbound media bug: mediaUrl/media handling is dropped so hasMedia stays false and media is not delivered." }, { "left": "issue:63897", "right": "issue:64959", "accept": false, "reason": "Different session-management failures: stale sessionFile cleanup versus a zombie/relocked persistent main session after restart." }, { "left": "issue:66096", "right": "issue:66189", "accept": true, "reason": "Exact same missing artifact problem: subagent-registry.runtime.js is absent from the package/dist, causing subagent runtime failures." }, { "left": "issue:62949", "right": "issue:63360", "accept": false, "reason": "One is a bundle contamination issue (vitest leaking into production), the other is a runtime Slack contract-api TypeError; not the same bug." }, { "left": "issue:63516", "right": "issue:66885", "accept": false, "reason": "Both mention Telegram polling, but 66885 adds a separate Windows HTTP/2/subagent timeout root cause rather than the same polling stall." }, { "left": "issue:53547", "right": "issue:54039", "accept": false, "reason": "Different path-resolution bugs: workspace bootstrap files not loading versus absolute Windows paths being doubled by read." }, { "left": "issue:62762", "right": "issue:65619", "accept": false, "reason": "Different gateway problems: a closed-before-connect 1006 repro versus macOS loopback resolving to 0.0.0.0 and refusing to start." }, { "left": "issue:63114", "right": "issue:63239", "accept": true, "reason": "Same Slack contract-api TypeError regression; both report the undefined 't' failure during config/load." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 55, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53566", "issue:53862", "issue:62762", "issue:63465", "issue:64407", "issue:64602", "issue:64833", "issue:64852", "issue:64894", "issue:65408", "issue:65465", "issue:65488", "issue:65564", "issue:65834", "issue:66176", "issue:66797", "issue:67152", "issue:67314" ], "soft_pairs": [ "issue:53862|issue:66797", "issue:65408|issue:66176", "issue:62762|issue:64407", "issue:65465|issue:67314", "issue:65488|issue:65564", "issue:64602|issue:67152", "issue:53566|issue:64852", "issue:64833|issue:64894", "issue:63465|issue:65834" ], "prepared_review_unit_hash": "f7184327defe3cfa6e30f9b3ceb60bb9299af2787f9809a5da10ba944ca78ab5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13498, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly heterogeneous. Only one soft pair looks like the same underlying bug: OpenAI Codex OAuth invalid_scope/model.request (64833 \u2194 64894). The other pairs share broad subsystems or symptoms but not a single concrete code-path failure.", "confidence": 0.61, "canonical_issue_reason": "Issue 64894 is the clearest anchor for the only strong duplicate pair: it states the exact OpenAI Codex OAuth invalid_scope/model.request failure and is already closed, making it the best representative report.", "canonical_pr_reason": null, "best_issue_reason": "64894 is the best overall issue in this set because it most precisely captures the duplicate OAuth regression and provides the cleanest, most actionable symptom description.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53862", "right": "issue:66797", "accept": false, "reason": "Both mention dropped group messages, but one is Telegram polling/multi-account while the other is a 2026.4.11 regression in natural-language group handling; too little evidence of the same bug." }, { "left": "issue:65408", "right": "issue:66176", "accept": false, "reason": "Different failures: token-rotation/device-token persistence vs a transient WebChat send/echo display glitch. Same UI/auth area, not the same defect." }, { "left": "issue:62762", "right": "issue:64407", "accept": false, "reason": "Both are gateway connection problems, but the symptoms and contexts differ: 1006 closed-before-connect repro vs CLI/device connect failure after heartbeat config changes." }, { "left": "issue:65465", "right": "issue:67314", "accept": false, "reason": "One is Ollama compaction reserve precheck ignoring config; the other is a misleading context-limit message caused by heartbeat model bleed. Related theme, different root cause." }, { "left": "issue:65488", "right": "issue:65564", "accept": false, "reason": "Both involve heartbeat/session behavior, but one is a context-turn issue and the other is transcript reuse after sessionId rotation; not the same concrete bug." }, { "left": "issue:64602", "right": "issue:67152", "accept": false, "reason": "Both are in memory-core dreaming, but one is an idempotencyKey-required failure and the other is request-scoped runtime misuse causing fallback/cleanup warnings. Not the same code-path." }, { "left": "issue:53566", "right": "issue:64852", "accept": false, "reason": "Google Vertex model allowlist rejection and OAuth/service-account 401 CREDENTIALS_MISSING are distinct failures, not duplicates." }, { "left": "issue:64833", "right": "issue:64894", "accept": true, "reason": "Same OpenAI Codex OAuth regression: both report invalid_scope/model.request, with 64894 giving the cleaner direct failure description." }, { "left": "issue:63465", "right": "issue:65834", "accept": false, "reason": "Both concern dreaming cron, but one is missing cron creation and the other is a false 'cron service unavailable' reconciliation report; different symptoms and likely different fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 56, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53566", "issue:53876", "issue:53907", "issue:63033", "issue:64283", "issue:64555", "issue:65465", "issue:65517", "issue:66092", "issue:66391", "issue:66534", "issue:66535", "issue:66561", "issue:66885", "issue:66981", "issue:67131", "issue:67308", "issue:67378" ], "soft_pairs": [ "issue:65465|issue:66391", "issue:66561|issue:67131", "issue:64555|issue:67378", "issue:66981|issue:67308", "issue:63033|issue:66092", "issue:65517|issue:66885", "issue:53876|issue:53907", "issue:53566|issue:64283", "issue:66534|issue:66535" ], "prepared_review_unit_hash": "0a86ea1773e8f0902752d9598cb7d3f7d1f139ca0761de283b0ac50ddcb5b2b9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13492, "estimated_input_tokens": 3373, "estimated_eval_tokens": 7002 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The soft pairs are thematically related in a few subsystems, but they do not look like true duplicates: the concrete symptoms, code paths, and/or platforms differ enough that none should be merged.", "confidence": 0.89, "canonical_issue_reason": "Issue #66885 is the strongest single representative in this set: it has the clearest end-to-end Telegram stall report, an identified Windows-specific root cause, and the most cross-report diagnostic value.", "canonical_pr_reason": null, "best_issue_reason": "Issue #66885 is the best general anchor issue because it is detailed, actionable, and captures the most complete reproduction/root-cause story among the items.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65465", "right": "issue:66391", "accept": false, "reason": "Both involve Ollama/local-model behavior, but one is about reserve-token prechecks and the other is a missing TUI session ID; different failure modes and code paths." }, { "left": "issue:66561", "right": "issue:67131", "accept": false, "reason": "Both mention openai-codex, but one is an embedded-run abort/time-out and the other is stale models.json baseUrl persistence; not the same bug." }, { "left": "issue:64555", "right": "issue:67378", "accept": false, "reason": "Both are WhatsApp-related, but credential leakage across profiles and ghost chats from LID\u2192PN resolution are distinct defects." }, { "left": "issue:66981", "right": "issue:67308", "accept": false, "reason": "No meaningful overlap beyond being general runtime failures; browser gateway timeout and HEARTBEAT.md token burn are unrelated." }, { "left": "issue:63033", "right": "issue:66092", "accept": false, "reason": "Both concern TTS delivery, but one is webchat block/final payload mismatch and the other is Telegram audioAsVoice handling; different pipelines." }, { "left": "issue:65517", "right": "issue:66885", "accept": false, "reason": "Both involve Telegram polling stalls, but #65517 is an event-loop blockage from an embedded sub-agent while #66885 points to a Windows/undici HTTP/2 root cause." }, { "left": "issue:53876", "right": "issue:53907", "accept": false, "reason": "Similar upgrade timing, but Telegram channel configuration and WhatsApp breakage are unrelated service bugs." }, { "left": "issue:53566", "right": "issue:64283", "accept": false, "reason": "Both touch google-vertex, but one is model-name rejection and the other is lost GOOGLE_APPLICATION_CREDENTIALS on reinstall; different root causes." }, { "left": "issue:66534", "right": "issue:66535", "accept": false, "reason": "Both reference lifecycle/compact behavior, but one is missing end-event payload fields and the other is inability to cancel /compact; not the same underlying issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 57, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53358", "issue:53466", "issue:53857", "issue:53955", "issue:63569", "issue:63665", "issue:64480", "issue:64710", "issue:64762", "issue:64939", "issue:65408", "issue:65645", "issue:65832", "issue:66077", "issue:66768", "issue:66822", "issue:67241", "issue:67425" ], "soft_pairs": [ "issue:53358|issue:53955", "issue:64762|issue:64939", "issue:66768|issue:67425", "issue:53857|issue:64710", "issue:65645|issue:65832", "issue:66077|issue:66822", "issue:63569|issue:63665", "issue:64480|issue:67241", "issue:53466|issue:65408" ], "prepared_review_unit_hash": "9c0957822c2b53754eba49b5e6c43ebb433334d35cb4f617df4846a6acc7f2c9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13613, "estimated_input_tokens": 3404, "estimated_eval_tokens": 7064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster splits into several separate bug families rather than one unified duplicate set. I\u2019d accept only the pairs with the same concrete failure mode; the rest are superficial subsystem overlaps.", "confidence": 0.76, "canonical_issue_reason": "No single canonical issue fits the whole cluster: the items cover multiple unrelated regressions (memory indexing, multipart transcription, package contents, auth/token handling, model registry/UI, BlueBubbles, and turn-lifecycle failures).", "canonical_pr_reason": null, "best_issue_reason": "No global best issue: there isn\u2019t one issue that cleanly represents the entire cluster, and choosing one would mis-triage the unrelated subgroups.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53358", "right": "issue:53955", "accept": true, "reason": "Likely the same memory-index regression: both say indexing fails/hangs after the 2026.3.23 update and runtime memory_search stays empty." }, { "left": "issue:64762", "right": "issue:64939", "accept": true, "reason": "Same underlying multipart/FormData bug: one says the SSRF guard corrupts multipart bodies, the other sees Groq transcription fail unless the multipart body is manually serialized." }, { "left": "issue:66768", "right": "issue:67425", "accept": false, "reason": "Related to turn handling, but the symptoms and code paths differ too much: empty completed turns in one release vs abandoned OpenRouter turns with payload/replay state details." }, { "left": "issue:53857", "right": "issue:64710", "accept": false, "reason": "Different subsystems and failures: web_search reports missing API key configuration, while Ollama agent calls time out." }, { "left": "issue:65645", "right": "issue:65832", "accept": false, "reason": "Both involve models/custom providers, but one is a UI listing/search issue and the other is image-tool provider recognition in ModelRegistry; not the same concrete bug." }, { "left": "issue:66077", "right": "issue:66822", "accept": false, "reason": "Both touch memorySearch/Ollama, but one is provider recognition in a deep status command and the other is batch concurrency being ignored during indexing." }, { "left": "issue:63569", "right": "issue:63665", "accept": true, "reason": "Strong duplicate: both point to missing qa/scenarios package contents breaking completion cache/update generation." }, { "left": "issue:64480", "right": "issue:67241", "accept": false, "reason": "Same product area, but different bugs: BlueBubbles send-method configuration vs attachment download hook breakage on newer Node versions." }, { "left": "issue:53466", "right": "issue:65408", "accept": false, "reason": "Both mention auth/token behavior, but one is expired external Codex credentials overwriting re-auth while the other is a UI session surviving gateway token rotation via device-token fallback." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 58, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53244", "issue:53424", "issue:53927", "issue:63569", "issue:64553", "issue:64602", "issue:64945", "issue:65093", "issue:65208", "issue:65350", "issue:65408", "issue:65844", "issue:66532", "issue:66534", "issue:66952", "issue:67158", "issue:67342" ], "soft_pairs": [ "issue:63569|issue:64945", "issue:66532|issue:66534", "issue:65093|issue:65208", "issue:64553|issue:65408", "issue:53927|issue:67342", "issue:65844|issue:66952", "issue:53244|issue:53424", "issue:64602|issue:65350", "issue:66952|issue:67158" ], "prepared_review_unit_hash": "392d9431aa72ee3abb34dd85a69b124ec58ebe3f3a219a609ae6c495c30b035c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12749, "estimated_input_tokens": 3188, "estimated_eval_tokens": 6632 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: it contains several unrelated bug reports plus a few true duplicate pairs. I would accept the WhatsApp packaging pair, the Chrome/macOS remote-debugging pair, and the memory-core idempotencyKey pair; the rest should stay separate.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue fits the whole cluster because the items split into multiple distinct bugs/features across unrelated subsystems; the closest true duplicate pairs are narrow and should be handled separately.", "canonical_pr_reason": null, "best_issue_reason": "If a single issue must anchor the set, issue #65208 is the clearest root-cause-style report among the accepted pairs because it names the likely launch-flag defect directly; otherwise, there is no global best issue for this heterogeneous cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63569", "right": "issue:64945", "accept": false, "reason": "Both are packaging regressions, but they affect different files, versions, and CLI symptoms; too broad to be the same underlying bug." }, { "left": "issue:66532", "right": "issue:66534", "accept": false, "reason": "Related to the pi-embedded path, but one is a feature request for new API surface and the other is a bug in lifecycle payload fields; not the same change/bug." }, { "left": "issue:65093", "right": "issue:65208", "accept": true, "reason": "Same Chrome-on-macOS CDP launch problem: a missing --remote-debugging-port would directly explain the websocket being unreachable after startup." }, { "left": "issue:64553", "right": "issue:65408", "accept": false, "reason": "Both mention WhatsApp/session behavior, but one is about QR code expiration and the other about token-rotation fallback; different code paths." }, { "left": "issue:53927", "right": "issue:67342", "accept": false, "reason": "Both are BlueBubbles bugs, but one is a webhook 404 and the other is gateway startup/runtime initialization; distinct failures." }, { "left": "issue:65844", "right": "issue:66952", "accept": false, "reason": "Both concern openai-codex auth, but one is profile ordering/collapse and the other is refresh-token race/status reporting; not the same bug." }, { "left": "issue:53244", "right": "issue:53424", "accept": true, "reason": "Same WhatsApp 2026.3.22 packaging regression: both report missing WhatsApp artifacts from the published build/package." }, { "left": "issue:64602", "right": "issue:65350", "accept": true, "reason": "Exact same memory-core narrative generation failure with the idempotencyKey-required error." }, { "left": "issue:66952", "right": "issue:67158", "accept": false, "reason": "Both are OAuth-related Codex issues, but one is a refresh-token race and the other is model-specific rejection on OAuth; different underlying bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 59, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53686", "issue:53927", "issue:63314", "issue:63683", "issue:64348", "issue:64509", "issue:64729", "issue:64945", "issue:65002", "issue:65319", "issue:65424", "issue:65430", "issue:65431", "issue:65514", "issue:66203", "issue:66885", "issue:66892" ], "soft_pairs": [ "issue:63314|issue:65002", "issue:65514|issue:66892", "issue:65424|issue:65431", "issue:66203|issue:66892", "issue:53927|issue:65430", "issue:64348|issue:64945", "issue:64729|issue:65319", "issue:63683|issue:64509", "issue:53686|issue:66885" ], "prepared_review_unit_hash": "f6e69bd6fc6a608b1c6abba4ad995988b3dadc8005971f9b2cfc515a9aca6920", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12766, "estimated_input_tokens": 3192, "estimated_eval_tokens": 6640 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a heterogeneous set of unrelated bugs. The only clear duplicate-style match is the WhatsApp outbound media-drop pair; the other soft pairs look like adjacent themes but different root causes/code paths.", "confidence": 0.76, "canonical_issue_reason": "No single canonical issue for the full set: the items split across unrelated subsystems (Telegram, BlueBubbles, Claude/Anthropic, packaging, MiniMax, cron, plugins).", "canonical_pr_reason": null, "best_issue_reason": "Issue #65002 is the strongest representative of the only clear duplicate subgroup (WhatsApp outbound media being dropped / hasMedia:false), but it is not a global canonical for the whole set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63314", "right": "issue:65002", "accept": true, "reason": "Same underlying WhatsApp outbound media pipeline failure: media is dropped before send, yielding hasMedia:false and silent send failure." }, { "left": "issue:65514", "right": "issue:66892", "accept": false, "reason": "Both involve MiniMax/LCM compaction, but one is tokenBudget forwarding and the other is tool-call ID formatting; different defects." }, { "left": "issue:65424", "right": "issue:65431", "accept": false, "reason": "Both mention image support, but one is chat.send catalog hardcoding while the other is a tool/config capability mismatch; not the same code path." }, { "left": "issue:66203", "right": "issue:66892", "accept": false, "reason": "Model ID corruption in Cron Tool is distinct from MiniMax tool-call ID format errors." }, { "left": "issue:53927", "right": "issue:65430", "accept": false, "reason": "BlueBubbles 404 route handling vs inbound image attachment loss are different layers and likely different bugs." }, { "left": "issue:64348", "right": "issue:64945", "accept": false, "reason": "Both are packaging-related, but one is missing published files and the other is a broader CLI startup regression; insufficiently same bug." }, { "left": "issue:64729", "right": "issue:65319", "accept": false, "reason": "Same config area (plugins.allow) but different problems: stale plugin ID error vs contradictory command guidance." }, { "left": "issue:63683", "right": "issue:64509", "accept": false, "reason": "Both concern Claude/Anthropic CLI behavior, but the reported failures and code paths differ." }, { "left": "issue:53686", "right": "issue:66885", "accept": false, "reason": "Telegram outbound API failures are not the same as the Windows polling stall / undici HTTP/2 issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 60, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53892", "issue:53919", "issue:62911", "issue:62958", "issue:63896", "issue:64007", "issue:64710", "issue:64833", "issue:65045", "issue:65443", "issue:65646", "issue:65769", "issue:65964", "issue:66391", "issue:66459", "issue:66611", "issue:66895" ], "soft_pairs": [ "issue:63896|issue:65964", "issue:65646|issue:66895", "issue:65443|issue:66459", "issue:62958|issue:66391", "issue:53494|issue:53892", "issue:53919|issue:66611", "issue:62911|issue:64710", "issue:64833|issue:65045", "issue:64007|issue:65769" ], "prepared_review_unit_hash": "d654e10b8b75d9fabd6b1a801a27fa6ed2e2d33e8b301141668b0fbc8620451d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13483, "estimated_input_tokens": 3371, "estimated_eval_tokens": 6998 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is actually several separate bug families rather than one duplicate set: TTS media-path allowlist failures, failover/model-state drift, Ollama timeout reports, OAuth invalid_scope, and QMD collection creation/query issues. I only accepted pairs that share the same concrete failure mode and rejected broader subsystem similarities.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue fits the whole cluster: the items split into multiple unrelated subgroups, so choosing one representative would be misleading.", "canonical_pr_reason": null, "best_issue_reason": "No single best issue for the full cluster; the strongest duplicate candidates are confined to individual subpairs, not the whole set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63896", "right": "issue:65964", "accept": true, "reason": "Same TTS audio-path allowlist bug: both say temp /tmp/openclaw media is rejected and the reply is silently dropped." }, { "left": "issue:65646", "right": "issue:66895", "accept": true, "reason": "Both describe failover state sticking around in session/runtime model and causing stale model selection after recovery/reset." }, { "left": "issue:65443", "right": "issue:66459", "accept": false, "reason": "Both are Telegram send failures, but one is TTS voice delivery and the other is a missing outbound send for a thinking,text turn; not the same code path." }, { "left": "issue:62958", "right": "issue:66391", "accept": false, "reason": "Both mention local Ollama problems, but one is an agent hang/timeout on macOS and the other is a TUI session-ID error; symptoms and paths differ." }, { "left": "issue:53494", "right": "issue:53892", "accept": false, "reason": "Completely different bugs: plugin tool registry corruption after image messages vs WhatsApp outbound echo/self-reply regression." }, { "left": "issue:53919", "right": "issue:66611", "accept": false, "reason": "Both are browser-related, but one is general VPS Docker task failure and the other is attachOnly/CDP connection failure; too broad to treat as the same bug." }, { "left": "issue:62911", "right": "issue:64710", "accept": true, "reason": "Same Ollama timeout pattern: direct calls succeed but the gateway/agent path times out." }, { "left": "issue:64833", "right": "issue:65045", "accept": true, "reason": "Same OpenAI Codex OAuth invalid_scope/model.request failure; the callback-error wording is just a misleading symptom." }, { "left": "issue:64007", "right": "issue:65769", "accept": true, "reason": "Same QMD active-memory collection bug: the collection is missing/not created and search fails, with the glob flag noted as the likely cause." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 61, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53285", "issue:53424", "issue:53919", "issue:64174", "issue:64186", "issue:64295", "issue:64602", "issue:64710", "issue:65495", "issue:65682", "issue:66065", "issue:66166", "issue:66839", "issue:67408", "issue:67425", "issue:67454", "issue:67517" ], "soft_pairs": [ "issue:64186|issue:64710", "issue:65495|issue:65682", "issue:67408|issue:67425", "issue:67425|issue:67454", "issue:53919|issue:66065", "issue:53285|issue:53424", "issue:66166|issue:66839", "issue:64295|issue:64602", "issue:64174|issue:67517" ], "prepared_review_unit_hash": "50aa16d0f3a0b84c1b3ea064ac1c84283ab1ddeaf69fece32597e83b899b1451", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12741, "estimated_input_tokens": 3186, "estimated_eval_tokens": 6628 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one pair is a clear duplicate: the two memory-core dreaming/narrative generation reports with the same idempotencyKey error. The other soft matches are related by subsystem or symptom but point to different bugs or code paths.", "confidence": 0.88, "canonical_issue_reason": "issue #64602 is the cleanest canonical issue: it states the exact failure mode ('idempotencyKey required') in a concise form and appears to be the later, resolved report for the duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "issue #64602 is the best representative issue for the cluster because it names the concrete bug directly, is already closed, and matches the duplicate report #64295 most closely.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64186", "right": "issue:64710", "accept": false, "reason": "Same Ollama/OpenClaw area, but one is about choosing local CLI instead of the remote API and the other is about agent timeouts; different failure modes and likely different fixes." }, { "left": "issue:65495", "right": "issue:65682", "accept": false, "reason": "Both involve browser CDP/SSRF policy, but one is WSL2 localhost blocking and the other is a regression where policy resolution returns {} instead of undefined; related subsystem, not the same bug." }, { "left": "issue:67408", "right": "issue:67425", "accept": false, "reason": "67408 is a stream/parser bug, while 67425 is a runner liveness/abandonment issue with payloads=0 and replayInvalid; too different to merge as one bug." }, { "left": "issue:67425", "right": "issue:67454", "accept": false, "reason": "Both mention OpenRouter and empty payloads, but one is a local embedded runner abandonment/state-machine failure and the other is empty assistant payloads in UI surfaces; not enough evidence of one underlying defect." }, { "left": "issue:53919", "right": "issue:66065", "accept": false, "reason": "Both are Docker/browser-related, but 53919 is a broad browser-task failure report while 66065 is specifically managed-browser CDP reachability; similar environment, different problem." }, { "left": "issue:53285", "right": "issue:53424", "accept": false, "reason": "One is a missing @whiskeysockets/baileys dependency and the other is a missing dist/extensions package artifact; both affect WhatsApp, but they are distinct build/runtime issues." }, { "left": "issue:66166", "right": "issue:66839", "accept": false, "reason": "Both concern macOS node execution/capabilities, but one says exec is unusable despite advertised commands and the other says system.run.prepare is not advertised; the symptoms point to different regressions." }, { "left": "issue:64295", "right": "issue:64602", "accept": true, "reason": "These describe the same memory-core dreaming/narrative generation failure with the same idempotencyKey-required error; #64602 is the cleaner duplicate of #64295." }, { "left": "issue:64174", "right": "issue:67517", "accept": false, "reason": "Both involve OpenAI/Codex responses containing HTML, but one is an OAuth 403 HTML runtime failure and the other is Cloudflare HTML being misclassified as rate_limit/DNS; different layers and fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 62, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53564", "issue:63896", "issue:64465", "issue:64529", "issue:64839", "issue:65009", "issue:65277", "issue:65408", "issue:65463", "issue:65590", "issue:65666", "issue:65705", "issue:65917", "issue:66561", "issue:66674", "issue:66940", "issue:67131", "issue:67436" ], "soft_pairs": [ "issue:65408|issue:65666", "issue:66561|issue:66674", "issue:63896|issue:64529", "issue:53564|issue:65463", "issue:65009|issue:67436", "issue:64465|issue:67131", "issue:64839|issue:65917", "issue:65590|issue:66940", "issue:65277|issue:65705" ], "prepared_review_unit_hash": "fd277de5eab30d0fcc1f2fd6fc4c7e57cd12e542eddd68e94667e215ab53d7bc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13337, "estimated_input_tokens": 3335, "estimated_eval_tokens": 6926 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster contains a few true duplicate pairs, mostly around TTS bugs and the Dreaming scheduler, while the other soft matches are same-subsystem but different failures and should stay separate.", "confidence": 0.88, "canonical_issue_reason": "Issue 64529 is the most concrete and code-path-specific report in the set: it names the exact reply-media normalizer check, the failing /tmp/openclaw path, and the observable TTS audio block, making it a strong merge target for the TTS allowlist duplicate.", "canonical_pr_reason": null, "best_issue_reason": "64529 is the best overall issue candidate because it is specific, actionable, and captures the exact failure mode more clearly than the looser duplicate report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65408", "right": "issue:65666", "accept": false, "reason": "Both are auth/session-related, but one is token-rotation fallback and the other is iframe embed authorization; different bugs and code paths." }, { "left": "issue:66561", "right": "issue:66674", "accept": false, "reason": "Both mention openai-codex failures, but one is an embedded SSE run abort surfacing as timeout and the other is a direct CLI/rawError misclassification; not the same bug." }, { "left": "issue:63896", "right": "issue:64529", "accept": true, "reason": "Same underlying TTS audio block caused by media-path allowlisting; one report is a higher-level summary and the other names the exact failing path/function." }, { "left": "issue:53564", "right": "issue:65463", "accept": true, "reason": "These describe the same TTS parser bug: plain [[tts]] shorthand is not recognized and leaks into chat." }, { "left": "issue:65009", "right": "issue:67436", "accept": false, "reason": "Both involve the gateway, but crash-on-zombie-reconnect and hot-reload manifest.db corruption are distinct failures." }, { "left": "issue:64465", "right": "issue:67131", "accept": false, "reason": "The blank-titled issue is too underspecified here, and the explicit models.json baseUrl persistence bug is a different, more concrete failure." }, { "left": "issue:64839", "right": "issue:65917", "accept": false, "reason": "The left issue is an image/QQ media authorization problem for qwen3.6-plus; the right issue is unspecified from the title/body metadata provided." }, { "left": "issue:65590", "right": "issue:66940", "accept": false, "reason": "Both are MCP streamable-http header issues, but custom-header forwarding and missing Accept header failures are different concrete bugs." }, { "left": "issue:65277", "right": "issue:65705", "accept": true, "reason": "Both report Dreaming cron/sweep retriggering repeatedly instead of running once per schedule; same underlying scheduler bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 63, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53464", "issue:63130", "issue:63510", "issue:63705", "issue:63768", "issue:64566", "issue:64602", "issue:64845", "issue:65050", "issue:65159", "issue:65309", "issue:65498", "issue:66251", "issue:66390", "issue:66401", "issue:66460", "issue:66582", "issue:66784" ], "soft_pairs": [ "issue:65050|issue:66251", "issue:64566|issue:66784", "issue:63510|issue:63705", "issue:63510|issue:63768", "issue:65498|issue:66460", "issue:65159|issue:66582", "issue:66390|issue:66401", "issue:64602|issue:64845", "issue:65309|issue:66582", "issue:53464|issue:63130" ], "prepared_review_unit_hash": "4eac594066024f80caf74e55a7b41e7cc91c00bbb7e018cdcb42759f98f0ff68", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13577, "estimated_input_tokens": 3395, "estimated_eval_tokens": 7046 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Clear duplicates exist for the missing `qa/scenarios/index.md` completion-cache failure and the idempotencyKey memory-generation failure. The ComfyUI provider schema reports also look like the same bug. Several other pairs are only loosely related or share a subsystem, but not the same concrete defect.", "confidence": 0.82, "canonical_issue_reason": "issue:63510 is the cleanest canonical for the completion-cache bug: it is the earliest, most specific report of the missing `qa/scenarios/index.md` crash, and the later reports (issue:63705, issue:63768) read like direct duplicates of that same failure mode.", "canonical_pr_reason": null, "best_issue_reason": "issue:63510 is the best overall issue representative in this set because it clearly identifies the root symptom and failing path, while the duplicates around it are narrower, later, or more redundant.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65050", "right": "issue:66251", "accept": false, "reason": "Both mention harness/vision instability, but one is a specific vision-turn stall and the other is a broad tracking issue; not the same underlying bug." }, { "left": "issue:64566", "right": "issue:66784", "accept": true, "reason": "Both report the same ComfyUI provider config/schema mismatch: plugin configSchema is not being merged into the provider validator." }, { "left": "issue:63510", "right": "issue:63705", "accept": true, "reason": "Same completion-cache failure caused by missing `qa/scenarios/index.md`; titles describe the same crash path in different words." }, { "left": "issue:63510", "right": "issue:63768", "accept": true, "reason": "Direct duplicate of the same completion-cache generation failure on missing `qa/scenarios/index.md`." }, { "left": "issue:65498", "right": "issue:66460", "accept": false, "reason": "Related to heartbeat/exec completion routing, but one is about a lost final reply and the other about incorrect relaying of cron-owned events; not clearly the same bug." }, { "left": "issue:65159", "right": "issue:66582", "accept": false, "reason": "`issue:66582` is too generic to confirm it is the same memory-injection bug as `issue:65159`; insufficient evidence for a duplicate call." }, { "left": "issue:66390", "right": "issue:66401", "accept": true, "reason": "Both describe `openclaw update` causing Gateway failure on macOS; the broader downstream symptoms in `issue:66401` plausibly stem from the same update/file-lock path." }, { "left": "issue:64602", "right": "issue:64845", "accept": true, "reason": "Same idempotencyKey-required failure during memory dreaming/narrative generation, just reported with slightly different wording." }, { "left": "issue:65309", "right": "issue:66582", "accept": false, "reason": "Both mention Active Memory, but one is a direct-chat timeout/blocking issue and the other is an unspecified generic report; not enough to treat as the same defect." }, { "left": "issue:53464", "right": "issue:63130", "accept": false, "reason": "Different token/auth problems: one is paste truncation from terminal wrap, the other is OAuth token refresh behavior." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 64, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53566", "issue:62446", "issue:62920", "issue:63465", "issue:63936", "issue:64043", "issue:64174", "issue:64425", "issue:64465", "issue:64509", "issue:64732", "issue:64765", "issue:64835", "issue:65318", "issue:65319", "issue:65407", "issue:66046", "issue:66314" ], "soft_pairs": [ "issue:53566|issue:66046", "issue:65318|issue:65407", "issue:63936|issue:64043", "issue:62920|issue:63465", "issue:64732|issue:65319", "issue:64765|issue:64835", "issue:64174|issue:64465", "issue:64509|issue:66314", "issue:62446|issue:64425" ], "prepared_review_unit_hash": "c6d64e221c3432014001193c703c9d02207a07f706f35ae467b64ba9e5146a8a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13257, "estimated_input_tokens": 3315, "estimated_eval_tokens": 6886 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One clear duplicate family is the memory-core managed-dreaming cron bug; the other soft pairs are either different failure modes or too loosely related to merge. No PRs were provided.", "confidence": 0.84, "canonical_issue_reason": "issue:62920 is the broadest representative of the managed-dreaming cron problem, covering missing creation after startup/config changes and subsuming the restart-related reports.", "canonical_pr_reason": null, "best_issue_reason": "issue:62920 is the best overall issue to keep as the canonical tracker for this duplicate cluster because it states the shared cron-creation failure in the most general form.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53566", "right": "issue:66046", "accept": false, "reason": "Same provider area, but different concrete failures: unknown model vs 401 UNAUTHENTICATED. Not the same underlying bug." }, { "left": "issue:65318", "right": "issue:65407", "accept": false, "reason": "Different subsystems and symptoms: OAuth regression vs prompt-hook pipeline bypass. Too broad to treat as one bug." }, { "left": "issue:63936", "right": "issue:64043", "accept": true, "reason": "Both report the same managed-dreaming cron not being recreated after gateway restart; wording differs but the underlying bug matches." }, { "left": "issue:62920", "right": "issue:63465", "accept": true, "reason": "Both describe memory-core managed dreaming cron not being created despite dreaming being enabled; same underlying missing-cron bug." }, { "left": "issue:64732", "right": "issue:65319", "accept": false, "reason": "Both mention plugins.allow, but one is CLI surface breakage from synthetic command ids and the other is contradictory guidance for /lossless. Not the same code-path problem." }, { "left": "issue:64765", "right": "issue:64835", "accept": false, "reason": "Related memory search symptoms, but one is Active Memory returning NONE while the other is vec0 shadow data not populated. Insufficient evidence of the same bug." }, { "left": "issue:64174", "right": "issue:64465", "accept": false, "reason": "issue:64465 has no usable title/body detail, so there is no reliable basis to merge it with the OAuth 403 report." }, { "left": "issue:64509", "right": "issue:66314", "accept": false, "reason": "Usage/billing-related symptoms, but one is backend extra-usage behavior and the other is a generic billing-message fallback. Not the same concrete bug." }, { "left": "issue:62446", "right": "issue:64425", "accept": false, "reason": "Completely different problems: missing module on install vs OAuth callback failure on VPS." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 65, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62886", "issue:62923", "issue:62958", "issue:64291", "issue:64541", "issue:65277", "issue:65495", "issue:65834", "issue:65890", "issue:66095", "issue:66135", "issue:66253", "issue:66353", "issue:66389", "issue:66746", "issue:66952", "issue:67131" ], "soft_pairs": [ "issue:64291|issue:66389", "issue:65890|issue:66746", "issue:66095|issue:66253", "issue:66952|issue:67131", "issue:65495|issue:66353", "issue:62886|issue:62923", "issue:62958|issue:64541", "issue:66135|issue:66389", "issue:65277|issue:65834" ], "prepared_review_unit_hash": "0a6b7c52474421db4c756c0b291924bab2edc4a3646b452c2b696c48d25b138f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13161, "estimated_input_tokens": 3291, "estimated_eval_tokens": 6838 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one clear duplicate pair stands out: the Telegram setup-entry.js regression report is subsumed by the broader Telegram+Slack report, and the two parseMessageWithAttachments image-dropping reports look like the same attachment-parser bug. The rest are related only by broad subsystem/theme and should stay separate.", "confidence": 0.92, "canonical_issue_reason": "No single canonical exists for the whole set because these issues span unrelated bugs; if deduping the one clear setup-entry.js regression pair, issue #62923 is the better canonical since it captures the shared regression and broader impact (Telegram + Slack) while #62886 is narrower.", "canonical_pr_reason": null, "best_issue_reason": "Issue #62923 is the strongest representative issue among the accepted duplicates because it is the broader, more complete description of the shared setup-entry.js regression. Separately, #66095/#66253 appear to be a true duplicate pair for the same image-dropping parser bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64291", "right": "issue:66389", "accept": false, "reason": "Both are session/runtime regressions, but one is transcript replay truncation and the other is per-message process spawning/cache misses; different code paths and symptoms." }, { "left": "issue:65890", "right": "issue:66746", "accept": false, "reason": "Both involve memory/search fallback, but one is a managed collection mismatch in live search and the other is Windows indexing falling back to FTS-only; not the same bug." }, { "left": "issue:66095", "right": "issue:66253", "accept": true, "reason": "Same function and symptom: parseMessageWithAttachments is dropping images for multimodal models; the model names differ, but this looks like one attachment-parsing regression." }, { "left": "issue:66952", "right": "issue:67131", "accept": false, "reason": "Different Codex/auth failures: one is an OAuth refresh-token race, the other is baseUrl persistence causing later failures after a prior fix." }, { "left": "issue:65495", "right": "issue:66353", "accept": false, "reason": "Both are browser/CDP-related, but one is SSRF policy blocking localhost CDP on WSL2 and the other is CDP detection failing despite a healthy endpoint; distinct issues." }, { "left": "issue:62886", "right": "issue:62923", "accept": true, "reason": "These describe the same setup-entry.js regression; #62923 is the broader report covering Telegram and Slack, so it subsumes the Telegram-only issue." }, { "left": "issue:62958", "right": "issue:64541", "accept": false, "reason": "Both mention Ollama/OpenClaw slowness or timeouts, but one is a macOS hang in the agent path and the other is first-turn latency that later improves; not the same underlying bug." }, { "left": "issue:66135", "right": "issue:66389", "accept": false, "reason": "The former is a multi-part session/cron/CLI regression, while the latter is an embedded runtime process-spawning/cache-hit regression; unrelated failure modes." }, { "left": "issue:65277", "right": "issue:65834", "accept": false, "reason": "Both touch dreaming/cron, but one creates many internal sessions overnight and the other misreports cron service availability; different behaviors and likely different fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 66, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53358", "issue:63033", "issue:63510", "issue:63811", "issue:64348", "issue:64529", "issue:64835", "issue:64894", "issue:65009", "issue:65045", "issue:65184", "issue:65283", "issue:65431", "issue:65443", "issue:65611", "issue:66281", "issue:66679", "issue:66699" ], "soft_pairs": [ "issue:65283|issue:65431", "issue:64894|issue:65045", "issue:65611|issue:66281", "issue:65009|issue:65184", "issue:63811|issue:66699", "issue:65443|issue:66679", "issue:53358|issue:64835", "issue:63033|issue:64529", "issue:63510|issue:64348" ], "prepared_review_unit_hash": "1962edd109e90f71eb14697a8098baa2d9876992b80dadac7ef201022aeef4e7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13529, "estimated_input_tokens": 3383, "estimated_eval_tokens": 7022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mixed cluster with three likely duplicate pairs: 64348/63510 (missing qa/scenarios package files), 64894/65045 (Codex OAuth invalid_scope/model.request), and 65431/65283 (image-tool image-support mismatch). The other pairs look like separate bugs.", "confidence": 0.81, "canonical_issue_reason": "64348 is the strongest canonical issue because it states the root cause directly (published package missing qa/scenarios files) and subsumes the downstream cache-generation crash in 63510.", "canonical_pr_reason": null, "best_issue_reason": "64348 is the best representative issue for this cluster: broad root-cause framing, open, and it cleanly explains the paired crash report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65283", "right": "issue:65431", "accept": true, "reason": "Same image-tool failure pattern: a model is treated as image-capable when it is not. 65283 is the provider-specific instance; 65431 is the broader duplicate." }, { "left": "issue:64894", "right": "issue:65045", "accept": true, "reason": "Same OpenAI Codex OAuth failure with invalid_scope / model.request; 65045 is the macOS-specific report of the same bug." }, { "left": "issue:65611", "right": "issue:66281", "accept": false, "reason": "Both mention CDP attach problems, but one is attachOnly session detection and the other is Chrome attachment/DevToolsActivePort on macOS; not clearly the same code-path bug." }, { "left": "issue:65009", "right": "issue:65184", "accept": false, "reason": "Different failures: a runtime zombie-connection reconnect crash versus an install-time missing systemd unit." }, { "left": "issue:63811", "right": "issue:66699", "accept": false, "reason": "Telegram-specific, but the symptoms differ materially: restart loop / no response versus command-menu payload-budget failure." }, { "left": "issue:65443", "right": "issue:66679", "accept": false, "reason": "Related chat-tool symptoms, but 65443 is a TTS delivery failure while 66679 is a broader multi-platform tool-execution problem." }, { "left": "issue:53358", "right": "issue:64835", "accept": false, "reason": "Both involve memory search/indexing, but one hangs after batch completion and the other returns no results due to missing vec0 shadow data; not the same bug." }, { "left": "issue:63033", "right": "issue:64529", "accept": false, "reason": "Both are TTS delivery issues, but the reported causes differ: payload mismatch versus absolute-path media \u0905\u0928\u0941\u092e\u0924\u093f/whitelist filtering." }, { "left": "issue:63510", "right": "issue:64348", "accept": true, "reason": "Same underlying release artifact bug: the package is missing qa/scenarios files, which explains the cache-generation crash on missing qa/scenarios/index.md." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 67, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:62958", "issue:63465", "issue:63567", "issue:63936", "issue:64295", "issue:64566", "issue:64845", "issue:65033", "issue:65035", "issue:65086", "issue:65100", "issue:65244", "issue:66561", "issue:66768", "issue:67131", "issue:67257", "issue:67454" ], "soft_pairs": [ "issue:65033|issue:65244", "issue:64295|issue:64845", "issue:63465|issue:63936", "issue:67131|issue:67257", "issue:63567|issue:65035", "issue:66768|issue:67454", "issue:62958|issue:66561", "issue:53249|issue:65086", "issue:64566|issue:65100" ], "prepared_review_unit_hash": "4b1bc8afd9b7846917be14bbba5f6c2d77a7797c61b3de1afffd812b2f831d4d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13378, "estimated_input_tokens": 3345, "estimated_eval_tokens": 6946 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a mix of separate bug reports, with only a couple of clear duplicates. The strongest matches are the sqlite-vec/allowExtension pair and the memory-core idempotencyKey pair; the rest are only loosely related by subsystem or symptom.", "confidence": 0.84, "canonical_issue_reason": "65033 is the strongest canonical issue: it is the older, clearer report of the exact sqlite-vec/DatabaseSync allowExtension failure shared with 65244.", "canonical_pr_reason": null, "best_issue_reason": "65033 is the best overall representative here because it states the concrete runtime failure succinctly and has a direct duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65033", "right": "issue:65244", "accept": true, "reason": "Same Node 24 sqlite-vec loading failure; both point to DatabaseSync needing allowExtension: true." }, { "left": "issue:64295", "right": "issue:64845", "accept": true, "reason": "Same memory-core dreaming narrative generation validation error about missing idempotencyKey." }, { "left": "issue:63465", "right": "issue:63936", "accept": false, "reason": "Related memory-core dreaming cron symptoms, but one is initial creation and the other is restart-time recreation; not clearly the same bug." }, { "left": "issue:67131", "right": "issue:67257", "accept": false, "reason": "Different features and code paths: openai-codex baseUrl persistence vs Telegram plugin activation failure." }, { "left": "issue:63567", "right": "issue:65035", "accept": false, "reason": "Both are downgrade/schema-regression issues, but they involve different config fields and failure modes." }, { "left": "issue:66768", "right": "issue:67454", "accept": false, "reason": "Both mention empty assistant content, but one is an image issue and the other is OpenRouter/Telegram on macOS; not the same bug." }, { "left": "issue:62958", "right": "issue:66561", "accept": false, "reason": "Both are timeouts/hangs, but across different providers and execution paths (Ollama vs embedded Codex)." }, { "left": "issue:53249", "right": "issue:65086", "accept": false, "reason": "Both involve subagent config propagation, but mountPath and model override are different concrete failures." }, { "left": "issue:64566", "right": "issue:65100", "accept": false, "reason": "Same ComfyUI area, but one is a docs/schema mismatch and the other is a schema-vs-code field acceptance bug; not clearly one underlying defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 68, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53424", "issue:53517", "issue:54069", "issue:62783", "issue:63429", "issue:64352", "issue:64407", "issue:64555", "issue:64665", "issue:65499", "issue:65590", "issue:65619", "issue:66077", "issue:66635", "issue:66688", "issue:66822", "issue:67218" ], "soft_pairs": [ "issue:64352|issue:64665", "issue:53424|issue:53517", "issue:64407|issue:65619", "issue:54069|issue:65499", "issue:62783|issue:64555", "issue:64665|issue:66635", "issue:65590|issue:67218", "issue:66688|issue:66822", "issue:63429|issue:66077" ], "prepared_review_unit_hash": "923700422cc56f125a5c0d39617f81e540a62fc15695d6f3bb2321b53556501f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12849, "estimated_input_tokens": 3213, "estimated_eval_tokens": 6682 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly a mix of unrelated bugs, with only two clear duplicate-like pairs: WhatsApp outbound media regression (64352/64665) and the Ollama embedding-provider error (63429/66077). The remaining soft pairs are same-subsystem at best, but not the same concrete bug.", "confidence": 0.91, "canonical_issue_reason": "No single canonical issue spans the whole set; if one issue must be chosen, 64665 is the best hub because it is the broadest WhatsApp media regression report and has the strongest duplicate signal.", "canonical_pr_reason": null, "best_issue_reason": "64665 is the strongest issue candidate overall: open, well-scoped, and broad enough to represent the WhatsApp media-send regression subcluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64352", "right": "issue:64665", "accept": true, "reason": "Same WhatsApp outbound media failure: media is dropped and only text is delivered, with the same affected send path/time window." }, { "left": "issue:53424", "right": "issue:53517", "accept": false, "reason": "Different products and failures: a missing WhatsApp extension build artifact vs a plugin install peer-dependency problem." }, { "left": "issue:64407", "right": "issue:65619", "accept": false, "reason": "Both mention gateway/loopback symptoms, but one is Matrix event dispatch after config hot-reload and the other is macOS startup binding; not the same bug." }, { "left": "issue:54069", "right": "issue:65499", "accept": false, "reason": "Unrelated code paths: Matrix event dispatch stopping after LLM config reload vs malformed UIA on cross-signing upload." }, { "left": "issue:62783", "right": "issue:64555", "accept": false, "reason": "OpenRouter auth in isolated cron sessions is unrelated to WhatsApp credential leakage across profile boundaries." }, { "left": "issue:64665", "right": "issue:66635", "accept": false, "reason": "Both involve WhatsApp media, but they are different paths: outbound send drops media vs inline auto-reply MEDIA:/path handling." }, { "left": "issue:65590", "right": "issue:67218", "accept": false, "reason": "Same MCP transport area, but different concrete header bugs: custom headers not forwarded vs Accept hardcoded to text/event-stream." }, { "left": "issue:66688", "right": "issue:66822", "accept": false, "reason": "Different memory bugs: unknown provider lookup failure vs concurrency settings being ignored and flooding Ollama." }, { "left": "issue:63429", "right": "issue:66077", "accept": true, "reason": "Same underlying Ollama embedding-provider lookup bug: both report 'Unknown memory embedding provider: ollama', with one surfacing in a specific command path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 69, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53415", "issue:53862", "issue:63465", "issue:63569", "issue:63816", "issue:64510", "issue:64698", "issue:64850", "issue:64975", "issue:65470", "issue:65495", "issue:65722", "issue:65990", "issue:66185", "issue:66635", "issue:66718", "issue:67130", "issue:67502" ], "soft_pairs": [ "issue:63465|issue:66185", "issue:63569|issue:64975", "issue:53415|issue:64850", "issue:64510|issue:65722", "issue:65470|issue:67502", "issue:65495|issue:65990", "issue:66718|issue:67130", "issue:53862|issue:64698", "issue:63816|issue:66635" ], "prepared_review_unit_hash": "a8cec9bfc562067b643c078009379128de82d9e28c359651fd93098a55c3db3d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13458, "estimated_input_tokens": 3365, "estimated_eval_tokens": 6986 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly heterogeneous issue cluster with three likely duplicate pairs: missing qa/scenarios packaging, ACP runtime/spawn availability, and memory-core/wiki bridge returning 0 artifacts. The remaining pairs look related only at a broad subsystem level, not the same bug.", "confidence": 0.76, "canonical_issue_reason": "If forced to pick a representative, issue 63569 is the clearest root-cause report in the qa/scenarios packaging pair; however, the overall cluster is not a single coherent duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "No single issue is a good global canonical because the cluster spans multiple unrelated bugs. Among the items, 63569 is the strongest duplicate target only for the qa/scenarios pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63465", "right": "issue:66185", "accept": false, "reason": "Same general memory-core area, but one is about cron creation and the other about cron execution exiting immediately with no artifacts. Different failure points." }, { "left": "issue:63569", "right": "issue:64975", "accept": true, "reason": "Both point to the same packaging bug: qa/scenarios files are missing from the npm/package artifact, causing completion/pack lookup failures." }, { "left": "issue:53415", "right": "issue:64850", "accept": true, "reason": "Both describe ACP runtime/backend unavailability preventing opencode/qwen-code spawn or persistent session startup; same concrete spawn path failure." }, { "left": "issue:64510", "right": "issue:65722", "accept": true, "reason": "Both report bridge/import returning 0 artifacts because memory-core/plugin runtime is not initialized or not surfaced correctly." }, { "left": "issue:65470", "right": "issue:67502", "accept": false, "reason": "Both mention concurrency/lane behavior, but one is a maxConcurrent default issue while the other is response loss/context corruption. Not the same bug." }, { "left": "issue:65495", "right": "issue:65990", "accept": false, "reason": "Both are browser/CDP connection problems, but the root causes differ: SSRF/private-network policy versus managed Chrome websocket reachability after start." }, { "left": "issue:66718", "right": "issue:67130", "accept": false, "reason": "Both are openclaw setup failures, but the symptoms and likely code paths differ: trim on undefined versus incomplete bundled setup plugin metadata." }, { "left": "issue:53862", "right": "issue:64698", "accept": false, "reason": "Both are Telegram group-message bugs, but one is silent drops in multi-account polling and the other is requireMention being ignored. Different behavior and likely different fixes." }, { "left": "issue:63816", "right": "issue:66635", "accept": false, "reason": "Both involve WhatsApp media, but one is generic outbound media delivery failure while the other is auto-reply inline MEDIA handling versus manual send. Too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 70, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53647", "issue:53919", "issue:62446", "issue:62920", "issue:63936", "issue:64295", "issue:64330", "issue:64409", "issue:64687", "issue:64764", "issue:64900", "issue:65218", "issue:65350", "issue:65450", "issue:66253", "issue:66460", "issue:67308", "issue:67314" ], "soft_pairs": [ "issue:65218|issue:67314", "issue:62920|issue:63936", "issue:53647|issue:66460", "issue:64764|issue:64900", "issue:64330|issue:64409", "issue:64687|issue:67308", "issue:65450|issue:66253", "issue:53919|issue:62446", "issue:64295|issue:65350" ], "prepared_review_unit_hash": "13cf2f34c6368243c5a68964cef4f518da68a2e0692574e93b6c3b6dad2ed8c1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13446, "estimated_input_tokens": 3362, "estimated_eval_tokens": 6980 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Several strong duplicate candidates appear around managed dreaming cron lifecycle/config resolution, remote CDP status detection on WSL2/Edge, and the idempotencyKey-required narrative generation failure. Most other pairs look related only at a broad subsystem level, not the same concrete bug.", "confidence": 0.71, "canonical_issue_reason": "issue:63936 is the best overall issue anchor: it is the most detailed managed dreaming cron lifecycle report, with a clear restart/silent-failure symptom and broad coverage of the cron recreation path.", "canonical_pr_reason": null, "best_issue_reason": "issue:63936 is the strongest single issue to keep as canonical because it is specific, well-described, and sits at the center of the cron-related duplicate group.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65218", "right": "issue:67314", "accept": false, "reason": "Different root causes: reserve-token precheck/reserve handling vs misleading context-limit messaging caused by heartbeat model bleed." }, { "left": "issue:62920", "right": "issue:63936", "accept": true, "reason": "Same managed dreaming cron lifecycle bug; one reports failure to create after startup/config change, the other failure to recreate after gateway restart." }, { "left": "issue:53647", "right": "issue:66460", "accept": false, "reason": "Both involve cron, but one is execution stopping mid-run while the other is heartbeat incorrectly relaying completion events." }, { "left": "issue:64764", "right": "issue:64900", "accept": true, "reason": "Both are WSL2/Windows Edge remote CDP false-negative status checks: one says unreachable, the other says not running despite live targets." }, { "left": "issue:64330", "right": "issue:64409", "accept": true, "reason": "Likely the same managed dreaming cron bug: config resolution reports disabled during startup/before_agent_reply, which matches the cron removal symptom." }, { "left": "issue:64687", "right": "issue:67308", "accept": false, "reason": "Unrelated failures: OAuth/auth flow vs heartbeat.md-driven token runaway." }, { "left": "issue:65450", "right": "issue:66253", "accept": false, "reason": "Different image/model pipeline problems: unknown model routing vs attachment parsing dropping images." }, { "left": "issue:53919", "right": "issue:62446", "accept": false, "reason": "Different deployment/setup issues: browser tasks in VPS Docker vs missing install-time module dependency." }, { "left": "issue:64295", "right": "issue:65350", "accept": true, "reason": "Clear duplicate: both report narrative generation failing with the same 'idempotencyKey required' error." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 71, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53466", "issue:63923", "issue:64048", "issue:64254", "issue:64465", "issue:64595", "issue:64894", "issue:65052", "issue:65092", "issue:65515", "issue:66251", "issue:66323", "issue:66324", "issue:66389", "issue:66391", "issue:66856", "issue:67158", "issue:67190" ], "soft_pairs": [ "issue:53466|issue:67158", "issue:65092|issue:67190", "issue:66323|issue:66324", "issue:65052|issue:66251", "issue:64465|issue:64894", "issue:65515|issue:66856", "issue:64048|issue:66391", "issue:63923|issue:66389", "issue:64254|issue:64595" ], "prepared_review_unit_hash": "49fb3be2214d3a0496881a28bde9de9561ce6a8acb727c895bbf898112e73d78", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13309, "estimated_input_tokens": 3328, "estimated_eval_tokens": 6912 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a heterogeneous cluster of unrelated bug reports. Two soft pairs look like duplicates: the two identical Chinese spam issues, and the memory-wiki import reports that both describe the same failing import path returning no artifacts. The remaining pairs share only broad subsystem similarity, not the same concrete bug.", "confidence": 0.79, "canonical_issue_reason": "Issue 67190 is the best representative of the only substantive duplicate-like bug here: it clearly describes the memory-wiki import failure, includes the working gateway path for comparison, and gives the clearest reproduction/symptom statement.", "canonical_pr_reason": null, "best_issue_reason": "67190 is the strongest issue to anchor triage because it is specific, reproducible, and most clearly tied to a concrete broken code path; the rest of the cluster is too mixed to form one clean canonical issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53466", "right": "issue:67158", "accept": false, "reason": "Both are Codex/OAuth-related, but one is about stale credentials overwriting fresh re-auth and the other is about model access being rejected for specific GPT versions. Similar auth surface, different underlying bug." }, { "left": "issue:65092", "right": "issue:67190", "accept": true, "reason": "Both report the same memory-wiki import failure: the CLI/import path returns no artifacts, with evidence pointing to the same broken import capability/cache state rather than separate issues." }, { "left": "issue:66323", "right": "issue:66324", "accept": true, "reason": "Exact duplicate spam issues with the same body length and essentially the same nonsensical title pattern; they do not describe distinct bugs." }, { "left": "issue:65052", "right": "issue:66251", "accept": false, "reason": "One is a specific vision-turn stall with inbound images and an exposed dynamic image tool; the other is a broad tracking issue for harness stability. Not the same concrete defect." }, { "left": "issue:64465", "right": "issue:64894", "accept": false, "reason": "Issue 64465 has no usable title/body detail, so there is no evidence it matches the specific Codex OAuth invalid_scope/model.request failure in 64894." }, { "left": "issue:65515", "right": "issue:66856", "accept": false, "reason": "Both mention status warnings, but they refer to different warnings ('false provenance' vs 'plugins.allow is empty') and likely different validation paths." }, { "left": "issue:64048", "right": "issue:66391", "accept": false, "reason": "Both touch local Ollama/OpenClaw usage, but one is a vague 'open claw and ollama (qwen)' report while the other is a session-ID/tool-call failure. Too little evidence of the same bug." }, { "left": "issue:63923", "right": "issue:66389", "accept": false, "reason": "Unrelated symptoms: auto-compaction/context-window behavior versus an embedded runtime spawning a new process per message. Same broad platform, not the same defect." }, { "left": "issue:64254", "right": "issue:64595", "accept": false, "reason": "Both are memory-core dreaming issues, but one is about cron persistence across restarts and the other about a system event token not being consumed. Different failure modes and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 72, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:64618", "issue:64686", "issue:64710", "issue:65343", "issue:65619", "issue:65748", "issue:65834", "issue:66038", "issue:66260", "issue:66460", "issue:66674", "issue:66813", "issue:66856", "issue:66858", "issue:66861", "issue:66872", "issue:67131" ], "soft_pairs": [ "issue:64710|issue:65343", "issue:64618|issue:65834", "issue:66260|issue:66872", "issue:64686|issue:66856", "issue:65748|issue:66038", "issue:66460|issue:66813", "issue:66858|issue:66861", "issue:53398|issue:65619", "issue:66674|issue:67131" ], "prepared_review_unit_hash": "2adcab3bea6152b03f1a902beebf2bf080f52ae60a15e25d57ec76c2e50b371a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13477, "estimated_input_tokens": 3370, "estimated_eval_tokens": 6996 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is thematically centered on OpenClaw/gateway/model-provider reliability, but the paired items are mostly distinct bugs with only loose symptom overlap. No soft edges look like true duplicates.", "confidence": 0.79, "canonical_issue_reason": "If one issue must anchor this set, issue #66260 is the broadest and most central gateway-startup bug, and it sits closest to the shared startup/harness theme in the cluster.", "canonical_pr_reason": null, "best_issue_reason": "Issue #66260 is the best representative of the cluster\u2019s main operational theme (gateway startup / harness activation). The rest are narrower or clearly separate failure modes.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64710", "right": "issue:65343", "accept": false, "reason": "Both mention Ollama timeouts, but #64710 is agent-specific and says direct API works, while #65343 reports provider-wide 120s timeouts on every request. Different code paths and likely different causes." }, { "left": "issue:64618", "right": "issue:65834", "accept": false, "reason": "Both involve dreaming cron, but #64618 is a startup registration/import bug, while #65834 is a false 'cron service unavailable' reconciliation check. Same subsystem, different defect." }, { "left": "issue:66260", "right": "issue:66872", "accept": false, "reason": "#66260 is about gateway startup skipping harness activation; #66872 is about status reporting missing Codex providers despite auth. Related domain, but not the same bug." }, { "left": "issue:64686", "right": "issue:66856", "accept": false, "reason": "Both are spurious warnings, but one concerns provenance warnings and the other concerns plugins.allow detection. Different warning checks and root causes." }, { "left": "issue:65748", "right": "issue:66038", "accept": false, "reason": "Both touch macOS/service lifecycle, but #65748 is an entrypoint disagreement between install and doctor, while #66038 is an upgrade/restart/TOKEN plist issue. Not the same underlying failure." }, { "left": "issue:66460", "right": "issue:66813", "accept": false, "reason": "Both mention heartbeat, but #66460 is about cron-owned exec completion leaking to the user, while #66813 is about webchat target selection blocking background execution. Different behavior and path." }, { "left": "issue:66858", "right": "issue:66861", "accept": false, "reason": "#66861 looks like one symptom area under the broader reliability umbrella in #66858, but it is still a narrower post-compaction resume complaint, not the same concrete bug as the larger multi-area issue." }, { "left": "issue:53398", "right": "issue:65619", "accept": false, "reason": "Both are gateway bind/startup related, but #53398 is a misleading 'port already in use' message for dual-stack listeners, while #65619 is a macOS loopback resolution bug causing bind=loopback to become 0.0.0.0. Different failure modes." }, { "left": "issue:66674", "right": "issue:67131", "accept": false, "reason": "Both involve Codex/OpenAI request failures, but #66674 is about HTML rawError being surfaced as DNS lookup failed, while #67131 is about persisted chatgpt baseUrl /backend-api/v1 breaking after a prior fix. Different root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 73, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62875", "issue:64067", "issue:64465", "issue:64765", "issue:64861", "issue:64947", "issue:64975", "issue:65318", "issue:65363", "issue:65921", "issue:66135", "issue:66323", "issue:66324", "issue:66325", "issue:66460", "issue:66561", "issue:66582" ], "soft_pairs": [ "issue:66323|issue:66325", "issue:66324|issue:66325", "issue:64765|issue:66582", "issue:64067|issue:64975", "issue:64861|issue:64947", "issue:64465|issue:66561", "issue:62875|issue:65921", "issue:66135|issue:66460", "issue:65318|issue:65363" ], "prepared_review_unit_hash": "a811ecb3c28b1d93a9274da49ba36775e42c6b18ad39f2a8de8e4eb2ebabbc6d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12683, "estimated_input_tokens": 3171, "estimated_eval_tokens": 6598 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "There are three clear duplicate pairs: the two CLI completion qa-scenario errors, the two openai-codex invalid_scope OAuth reports, and the Chinese spam/issues trio (66323/66324/66325) that all appear to be the same promotional submission. The remaining pairs share only broad subsystem overlap or too little evidence, so I rejected them.", "confidence": 0.81, "canonical_issue_reason": "64947 is the strongest canonical issue among the duplicate candidates: it has the clearest, broadest description of the openai-codex OAuth scope regression and should best represent that duplicate cluster.", "canonical_pr_reason": null, "best_issue_reason": "64947 is the best overall issue candidate because it clearly identifies the failure mode, names the affected flow, and is open with enough detail to guide a fix. Among the other candidates, 64975 is also strong, but 64947 is more explicit about the underlying root cause.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66323", "right": "issue:66325", "accept": true, "reason": "Same apparent spam/promotional issue; titles and bodies look like variants of the same submission/campaign." }, { "left": "issue:66324", "right": "issue:66325", "accept": true, "reason": "Same apparent spam/promotional issue; very similar Chinese promotional wording indicates the same underlying duplicate." }, { "left": "issue:64765", "right": "issue:66582", "accept": false, "reason": "Both are about Active Memory, but the specific bug reports are too different and the evidence is too weak to treat as the same underlying issue." }, { "left": "issue:64067", "right": "issue:64975", "accept": true, "reason": "Same concrete failure: completion/qa update fails because qa/scenarios/index.md is missing/not found." }, { "left": "issue:64861", "right": "issue:64947", "accept": true, "reason": "Same OAuth regression: openai-codex login is requesting invalid/unauthorized scopes and fails with invalid_scope." }, { "left": "issue:64465", "right": "issue:66561", "accept": false, "reason": "One issue has no useful title and there is not enough evidence to prove it is the same local SSE/timeout failure." }, { "left": "issue:62875", "right": "issue:65921", "accept": false, "reason": "Both involve bundled paths, but they point to different artifacts and different path-resolution failures." }, { "left": "issue:66135", "right": "issue:66460", "accept": false, "reason": "Both touch cron/background execution, but they describe different symptoms and code paths, so they are not clearly the same bug." }, { "left": "issue:65318", "right": "issue:65363", "accept": false, "reason": "Both mention Gemini CLI, but one is an OAuth/orphaning regression and the other is a template-id mapping problem; too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 74, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53566", "issue:53591", "issue:53735", "issue:53751", "issue:63428", "issue:63449", "issue:63936", "issue:64304", "issue:64330", "issue:64765", "issue:64912", "issue:64975", "issue:65475", "issue:66389", "issue:66516", "issue:67216", "issue:67241", "issue:67473" ], "soft_pairs": [ "issue:63428|issue:63449", "issue:64912|issue:64975", "issue:64304|issue:67241", "issue:64765|issue:66516", "issue:66389|issue:67473", "issue:53751|issue:65475", "issue:53591|issue:53735", "issue:53566|issue:67216", "issue:63936|issue:64330" ], "prepared_review_unit_hash": "c5b45cba8abd2d58b36eaac87dec8a157254b9415028954b007a8dd8e0073656", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13457, "estimated_input_tokens": 3365, "estimated_eval_tokens": 6986 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set splits into a few clear duplicate subclusters, mainly around memory-core managed dreaming cron lifecycle failures, missing qa/scenarios packaging, and Kimi tool-call payload compatibility. The remaining pairs look like related subsystem issues but different underlying bugs.", "confidence": 0.77, "canonical_issue_reason": "issue:63449 is the clearest representative of the largest coherent subcluster: memory-core managed dreaming cron lifecycle failures across restart/startup, with the broadest and most specific duplicate signal.", "canonical_pr_reason": null, "best_issue_reason": "issue:63449 best captures the recurring managed dreaming cron regression and is the strongest anchor for the issue cluster overall.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63428", "right": "issue:63449", "accept": true, "reason": "Same managed dreaming cron lifecycle bug: registration/restoration breaks around gateway startup/restart." }, { "left": "issue:64912", "right": "issue:64975", "accept": true, "reason": "Same missing qa/scenarios packaging/path problem causing completion-related failures." }, { "left": "issue:64304", "right": "issue:67241", "accept": false, "reason": "Different features and failure modes; billing error text vs Node 22 request-hook/auth failure." }, { "left": "issue:64765", "right": "issue:66516", "accept": false, "reason": "Both are Active Memory-related, but one is retrieval returning NONE and the other is a timeout/blocker; not the same bug." }, { "left": "issue:66389", "right": "issue:67473", "accept": false, "reason": "Both touch the embedded runner, but one is process spawning/cache misses and the other is auto-compaction scheduling; distinct issues." }, { "left": "issue:53751", "right": "issue:65475", "accept": false, "reason": "Both are Google 404s, but one is image auth/header handling and the other is a double /v1beta baseUrl bug; different code paths." }, { "left": "issue:53591", "right": "issue:53735", "accept": true, "reason": "Both describe Kimi tool-call arguments being lost/empty due to payload compatibility mismatches." }, { "left": "issue:53566", "right": "issue:67216", "accept": false, "reason": "Different Google provider bugs: unknown model rejection vs SSRF/private-network blocking." }, { "left": "issue:63936", "right": "issue:64330", "accept": true, "reason": "Same managed dreaming cron lifecycle regression: jobs disappear and are not recreated across gateway events." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 75, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:54050", "issue:64304", "issue:64947", "issue:65045", "issue:65517", "issue:65611", "issue:66077", "issue:66078", "issue:66317", "issue:66319", "issue:66389", "issue:66611", "issue:66621", "issue:66669", "issue:66674", "issue:66693", "issue:67291" ], "soft_pairs": [ "issue:65611|issue:66611", "issue:66077|issue:66078", "issue:65517|issue:66389", "issue:54050|issue:66674", "issue:64304|issue:66389", "issue:66621|issue:66669", "issue:66317|issue:66319", "issue:64947|issue:65045", "issue:66693|issue:67291" ], "prepared_review_unit_hash": "8b41237d224dc6922831f14cde3b5d0fa6a0caa201899860ab847bc9f25f93cb", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12943, "estimated_input_tokens": 3236, "estimated_eval_tokens": 6728 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set contains several clear duplicate issue pairs around onboarding crash, webchat image rendering, CDP attachOnly, invalid OAuth scopes, and memory-provider lookup; the remaining soft matches look like false positives across different bugs or unrelated subsystems.", "confidence": 0.9, "canonical_issue_reason": "Issue 67291 is the clearest, most established instance in the set: it matches the onboarding trim crash exactly, has the strongest discussion/inbound activity, and is already closed, making it the best canonical anchor for that bug cluster.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67291 is the strongest overall issue candidate because it is specific, well-confirmed, and high-signal compared with the rest of the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65611", "right": "issue:66611", "accept": true, "reason": "Same CDP attachOnly/browser connection failure: one says detection fails, the other says it cannot connect despite Chrome running with CDP." }, { "left": "issue:66077", "right": "issue:66078", "accept": true, "reason": "Same memory embedding-provider bug; 66077 is a more detailed manifestation of the exact \"Unknown memory embedding provider: ollama\" failure." }, { "left": "issue:65517", "right": "issue:66389", "accept": false, "reason": "Both mention embedded runtime behavior, but one is an event-loop starvation/unresponsive bug and the other is per-message process spawning/cache misses; different code-path problems." }, { "left": "issue:54050", "right": "issue:66674", "accept": false, "reason": "OAuth credential refresh on Windows and a CLI raw HTML/DNS error are unrelated symptoms with different failure modes and subsystems." }, { "left": "issue:64304", "right": "issue:66389", "accept": false, "reason": "Billing failures for claude-plain/haiku are not the same as embedded runtime process spawning and cache-miss regressions." }, { "left": "issue:66621", "right": "issue:66669", "accept": true, "reason": "Same webchat image-attachment rendering bug; the second title is just a more explicit restatement of the first." }, { "left": "issue:66317", "right": "issue:66319", "accept": true, "reason": "These appear to be the same Chinese promotional/spam issue variant with near-identical content and intent." }, { "left": "issue:64947", "right": "issue:65045", "accept": true, "reason": "Same OpenAI Codex OAuth invalid_scope problem; 65045 is a concrete macOS instance of the broader unauthorized-scopes issue." }, { "left": "issue:66693", "right": "issue:67291", "accept": true, "reason": "Exact same onboarding crash on reading 'trim'; 67291 is the more detailed and higher-activity report for the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 76, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53926", "issue:53998", "issue:63428", "issue:63516", "issue:63936", "issue:64011", "issue:64603", "issue:64892", "issue:65092", "issue:65517", "issue:65722", "issue:65801", "issue:66298", "issue:66317", "issue:66323", "issue:66324", "issue:67436", "issue:67478" ], "soft_pairs": [ "issue:65801|issue:66298", "issue:63516|issue:65517", "issue:66317|issue:66323", "issue:66317|issue:66324", "issue:67436|issue:67478", "issue:65092|issue:65722", "issue:64011|issue:64892", "issue:64603|issue:64892", "issue:53926|issue:53998", "issue:63428|issue:63936" ], "prepared_review_unit_hash": "85660d210dd4bf41a2500851ba549949e1ad0df5c7a33999ab565ba8aab955ea", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13869, "estimated_input_tokens": 3468, "estimated_eval_tokens": 7192 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "A few soft duplicates are plausible: the ACP message-routing reports, the Telegram polling starvation reports, and the memory-core cron startup/restart reports. The remaining pairs look distinct or are unrelated spam-like issues.", "confidence": 0.67, "canonical_issue_reason": "issue:63428 is the best canonical for the memory-core cron pair because it names the underlying gateway:startup hook timing race, which can plausibly cover the later restart-registration failure in issue:63936.", "canonical_pr_reason": null, "best_issue_reason": "issue:65517 is the strongest standalone issue overall: it is concrete, has broader impact (event-loop starvation leading to unresponsiveness), and has more inbound attention than the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65801", "right": "issue:66298", "accept": true, "reason": "Same ACP message-routing failure: the generic 'messages are not passed to ACP' report matches the specific /acp-in-thread case where input is swallowed before handleAcpCommand." }, { "left": "issue:63516", "right": "issue:65517", "accept": true, "reason": "These describe the same Telegram polling starvation symptom; 65517 provides a likely root cause (embedded sub-agent blocking the event loop) for the stalls in 63516." }, { "left": "issue:66317", "right": "issue:66323", "accept": false, "reason": "These are different Chinese-titled spam/promo posts, not the same bug or change." }, { "left": "issue:66317", "right": "issue:66324", "accept": false, "reason": "Different promotional/spam content; not the same underlying issue." }, { "left": "issue:67436", "right": "issue:67478", "accept": false, "reason": "Different bugs: one is a hot-reload loop corrupting manifest.db, the other is missing root-execution guard causing state/backup problems." }, { "left": "issue:65092", "right": "issue:65722", "accept": false, "reason": "Same symptom ('0 artifacts') but different root causes: plugin cache capability clobbering versus CLI plugin runtime initialization." }, { "left": "issue:64011", "right": "issue:64892", "accept": false, "reason": "Unrelated failure modes: Windows Discord gateway reconnect crash versus self-update bypassing update.run." }, { "left": "issue:64603", "right": "issue:64892", "accept": false, "reason": "Punycode deprecation warning is unrelated to the agent self-update bug." }, { "left": "issue:53926", "right": "issue:53998", "accept": false, "reason": "Both involve secrets/env handling, but one is an EnvironmentFile install path problem and the other is a secrets-audit false-positive issue." }, { "left": "issue:63428", "right": "issue:63936", "accept": true, "reason": "Both are the same memory-core dreaming cron lifecycle bug: startup registration race versus failure to recreate after gateway restart." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 77, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53486", "issue:53578", "issue:64912", "issue:64945", "issue:65297", "issue:65443", "issue:65521", "issue:65611", "issue:66317", "issue:66319", "issue:66323", "issue:66324", "issue:66325", "issue:66693", "issue:67353", "issue:67469" ], "soft_pairs": [ "issue:65297|issue:65443", "issue:66319|issue:66323", "issue:66319|issue:66324", "issue:66693|issue:67353", "issue:64912|issue:64945", "issue:66317|issue:66325", "issue:53295|issue:53486", "issue:65521|issue:65611", "issue:53578|issue:67469" ], "prepared_review_unit_hash": "996f8281ee8e823fb04284dce341a5123ca2b3e2a9c61884fc188aad0507d4f6", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12948, "estimated_input_tokens": 3237, "estimated_eval_tokens": 6730 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one coherent duplicate cluster; it contains several unrelated issues plus a few clear duplicate subpairs. The strongest duplicate groups are the onboarding trim crash, the 2026.4.10 packaging regression, and the Chinese promo/spam posts. The Feishu, Telegram, browser/CDP, and Gemini/OAuth items look related by subsystem only, not the same underlying bug.", "confidence": 0.89, "canonical_issue_reason": "No single canonical issue fits the whole set because the items span unrelated topics. If a representative issue must be chosen, issue 67353 is the strongest canonical candidate among the true duplicate pairs: it is closed, specific, and clearly describes the onboarding trim crash that the paired report also hits.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67353 is the best overall issue candidate within the duplicate-looking items: it is closed, has strong discussion/inbound signals, and states the failure mode precisely enough to anchor the onboarding bug cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65297", "right": "issue:65443", "accept": false, "reason": "Same platform, but different features and likely different code paths: image buffer upload vs direct-chat TTS voice replies. Similar symptom ('success' but nothing delivered) is not enough to merge as one bug." }, { "left": "issue:66319", "right": "issue:66323", "accept": true, "reason": "Both look like the same spammy one-click-deploy promotion for '\u9f99\u867e' with overlapping wording and intent, so they appear to be duplicate posts about the same underlying promo." }, { "left": "issue:66319", "right": "issue:66324", "accept": true, "reason": "Near-identical one-click-deploy promo content aimed at the same '\u9f99\u867e' theme and audience; these look like duplicate spam/marketing issues rather than distinct reports." }, { "left": "issue:66693", "right": "issue:67353", "accept": true, "reason": "Both report the same onboarding crash on undefined.trim, and 67353 adds the skipped-channel-selection detail without changing the underlying failure." }, { "left": "issue:64912", "right": "issue:64945", "accept": true, "reason": "These describe the same 2026.4.10 packaging regression: missing qa/scenarios causing completion/cache-refresh or completion startup failures." }, { "left": "issue:66317", "right": "issue:66325", "accept": true, "reason": "Both are essentially the same one-click deployment promotion for OpenClaw/\u9f99\u867e, phrased differently but targeting the same underlying spam/advertising claim." }, { "left": "issue:53295", "right": "issue:53486", "accept": false, "reason": "Both are Feishu-related, but one is a text-only send/card-parameter requirement and the other is card JSON rendering as plain text. Different bug modes and likely different fixes." }, { "left": "issue:65521", "right": "issue:65611", "accept": false, "reason": "Both involve CDP/browser startup, but one is managed-browser launch exiting immediately while the other is attachOnly not detecting an existing session. Related area, not the same defect." }, { "left": "issue:53578", "right": "issue:67469", "accept": false, "reason": "Both mention google-gemini-cli/OpenClaw, but one is OAuth latency per turn and the other is transcript/history persistence breaking. Different symptoms and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 78, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53310", "issue:53376", "issue:53878", "issue:62470", "issue:63126", "issue:63811", "issue:64799", "issue:65309", "issue:65367", "issue:65619", "issue:65645", "issue:65653", "issue:66157", "issue:66635", "issue:66833", "issue:66880", "issue:67216", "issue:67425" ], "soft_pairs": [ "issue:53878|issue:65619", "issue:63126|issue:66635", "issue:62470|issue:67216", "issue:65309|issue:66157", "issue:65367|issue:65653", "issue:53310|issue:53376", "issue:66833|issue:67425", "issue:64799|issue:65645", "issue:63811|issue:66880" ], "prepared_review_unit_hash": "d6427ad720673f22d1f78569a8ef55b380312d2cde6fe06f906732b4ada61669", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13632, "estimated_input_tokens": 3408, "estimated_eval_tokens": 7072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These are nine separate duplicate candidates, but none of the soft edges look like the same underlying bug/change. Most pairs share a subsystem or symptom keyword only; the concrete failure modes and code paths differ.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53878", "right": "issue:65619", "accept": false, "reason": "Both are macOS gateway/startup problems, but one is LaunchAgent recovery after stop while the other is bind=loopback resolving incorrectly to 0.0.0.0 and failing health/startup. Different failure modes." }, { "left": "issue:63126", "right": "issue:66635", "accept": false, "reason": "Both mention WhatsApp media sending, but one is a legacy shim hijacking sendMedia into text-only fallback and the other is inline MEDIA:/absolute/path failing while manual --media works. Different entry points and likely different fixes." }, { "left": "issue:62470", "right": "issue:67216", "accept": false, "reason": "These are unrelated Google/Vertex issues: one is empty replies from thinkingConfig/includeThoughts, the other is SSRF blocking image generation despite allowPrivateNetwork. Same vendor, different bug." }, { "left": "issue:65309", "right": "issue:66157", "accept": false, "reason": "Both involve Active Memory timeouts, but one is direct-chat turns hanging across model configs and the other is Discord channel sessions timing out even after tuning. Not enough evidence they are the same code path." }, { "left": "issue:65367", "right": "issue:65653", "accept": false, "reason": "Both touch dreaming/session lifecycle, but one is serial workspace iteration causing reset timeouts while the other is orphaned sessions not being cleaned up. Related area, different bug." }, { "left": "issue:53310", "right": "issue:53376", "accept": false, "reason": "Both are Feishu issues, but one is cron announcement card JSON parse failure and the other is send-message 400 missing receive_id_type. Different API surfaces and errors." }, { "left": "issue:66833", "right": "issue:67425", "accept": false, "reason": "Both mention OpenRouter and payloads=0, but one is a stream parser not handling reasoning_details and the other is the local embedded runner abandoning turns with replayInvalid/livenessState=abandoned. Similar symptom, not the same concrete bug." }, { "left": "issue:64799", "right": "issue:65645", "accept": false, "reason": "These are unrelated: one is a model-resolution failure for volcengine-plan/ark-code-latest, the other is a UI issue showing all models / hiding non-default models." }, { "left": "issue:63811", "right": "issue:66880", "accept": false, "reason": "Both are Telegram restart-loop reports, but one is bot receives messages yet never responds and the other ties the loop to deleteMyCommands failure after a streaming fix attempt. Different trigger and likely different fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 79, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53285", "issue:53517", "issue:53906", "issue:64244", "issue:64302", "issue:64788", "issue:65132", "issue:65208", "issue:65533", "issue:65676", "issue:66319", "issue:66325", "issue:66459", "issue:66892", "issue:66916", "issue:67314" ], "soft_pairs": [ "issue:66319|issue:66325", "issue:65533|issue:66916", "issue:53285|issue:53517", "issue:53233|issue:65676", "issue:65132|issue:66459", "issue:64302|issue:67314", "issue:53906|issue:65676", "issue:64244|issue:66892", "issue:64788|issue:65208" ], "prepared_review_unit_hash": "a0851461565e0037dcbb6d687c96aba4d9a9ddae425df8f57c20e81cfb67bfa4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13054, "estimated_input_tokens": 3264, "estimated_eval_tokens": 6784 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. The only clear duplicate-like pair is the Browser plugin Chrome/CDP launch failure on macOS; the rest are different bugs touching loosely related subsystems (fallbacks, compaction, messaging, MiniMax, plugins) and should stay separate.", "confidence": 0.73, "canonical_issue_reason": "issue:64788 is the most specific and complete description of the shared browser/CDP failure, and it has more inbound references than the overlapping macOS launch port report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64788 is the best representative issue because it names the concrete failure mode (Chrome CDP connection via launchd / cdpHttp:false) and is the clearest target for deduplication.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66319", "right": "issue:66325", "accept": false, "reason": "Both are similar Chinese promo-style requests, but the titles are not clearly the same underlying bug/change; too little evidence to merge." }, { "left": "issue:65533", "right": "issue:66916", "accept": false, "reason": "Different symptoms and paths: missing reasoning field in message history vs malformed tool calls / raw output on Slack." }, { "left": "issue:53285", "right": "issue:53517", "accept": false, "reason": "Both involve missing dependencies, but they are different plugins and different failure modes; not the same concrete bug." }, { "left": "issue:53233", "right": "issue:65676", "accept": false, "reason": "Both mention fallback behavior, but one is Anthropic cooldown leaking to a fallback provider while the other is a live-session override loop; not the same bug." }, { "left": "issue:65132", "right": "issue:66459", "accept": false, "reason": "Different channels and outcomes: Discord commentary leakage vs Telegram transcript/send failure." }, { "left": "issue:64302", "right": "issue:67314", "accept": false, "reason": "Both mention context/compaction, but one is ignored compaction settings causing overflow and the other is a misleading error from heartbeat model bleed; distinct root causes." }, { "left": "issue:53906", "right": "issue:65676", "accept": false, "reason": "Related fallback area, but the reported failures differ: total recovery cascade failure vs fallback selection never executing in a loop." }, { "left": "issue:64244", "right": "issue:66892", "accept": false, "reason": "Both are MiniMax bugs, but one is routing bypass for image tools and the other is tool-call ID formatting causing compaction crash; not mergeable." }, { "left": "issue:64788", "right": "issue:65208", "accept": true, "reason": "Same browser plugin/Chrome launch problem on macOS: CDP connection fails because Chrome is launched without the needed remote debugging setup." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 80, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:53919", "issue:62875", "issue:62923", "issue:63752", "issue:63936", "issue:64244", "issue:64304", "issue:64407", "issue:64409", "issue:65125", "issue:65431", "issue:65495", "issue:66281", "issue:66611", "issue:66813", "issue:67478" ], "soft_pairs": [ "issue:53919|issue:66281", "issue:53919|issue:65125", "issue:63936|issue:64409", "issue:63752|issue:64304", "issue:62875|issue:62923", "issue:65495|issue:66611", "issue:64407|issue:66813", "issue:64244|issue:65431", "issue:53398|issue:67478" ], "prepared_review_unit_hash": "03822b4416c02248132888b001ffcfdba24d92b23f8570f15eb01d4fffcdec78", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12917, "estimated_input_tokens": 3230, "estimated_eval_tokens": 6716 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: the items span browser attach, memory-core dreaming, Telegram packaging, image tools, gateway networking, and auth/billing. The soft links are thematic at best, but none looks like the same concrete bug or mergeable duplicate PR target.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue cleanly covers the cluster; if forced to anchor one subcluster, issue 62923 is the broadest of the Telegram-related regression reports because it spans Telegram and Slack and points to the shared 2026.4.7 setup-entry/specifier regression.", "canonical_pr_reason": null, "best_issue_reason": "Issue 62923 is the strongest standalone anchor in this set because it describes a version-specific regression with cross-extension impact and a clearer shared root cause than the narrower Telegram-only report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53919", "right": "issue:66281", "accept": false, "reason": "Different environments and failures: VPS Docker browser-driven tasks vs macOS Chrome CDP attach failure." }, { "left": "issue:53919", "right": "issue:65125", "accept": false, "reason": "Both are browser-related, but one is VPS Docker task behavior and the other is macOS browser attach; not the same bug path." }, { "left": "issue:63936", "right": "issue:64409", "accept": false, "reason": "Both involve memory-core dreaming, but one is cron recreation after restart and the other is config resolution returning enabled=false; different root causes." }, { "left": "issue:63752", "right": "issue:64304", "accept": false, "reason": "Anthropic API-key resolution vs claude-plain billing failure are different auth/billing code paths." }, { "left": "issue:62875", "right": "issue:62923", "accept": false, "reason": "Related Telegram release regressions, but one is missing bundled src/ and the other is a setup-entry.js specifier issue affecting Telegram and Slack; not the same concrete bug." }, { "left": "issue:65495", "right": "issue:66611", "accept": false, "reason": "WSL2 localhost SSRF blocking CDP is a specific policy issue, while attachOnly profile failure is a broader browser-connect problem." }, { "left": "issue:64407", "right": "issue:66813", "accept": false, "reason": "Different heartbeat features and symptoms: CLI connect breaking after Qwen heartbeat config changes vs webchat target=\"last\" background execution skipping no-target." }, { "left": "issue:64244", "right": "issue:65431", "accept": false, "reason": "MiniMax plugin routing bypass and image-support validation are distinct image-tool bugs." }, { "left": "issue:53398", "right": "issue:67478", "accept": false, "reason": "Gateway dual-stack port-in-use warning vs root-execution guard on 1-Click Droplet are unrelated operational bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 81, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:54060", "issue:63946", "issue:63968", "issue:64235", "issue:64510", "issue:64892", "issue:65133", "issue:65159", "issue:65314", "issue:65363", "issue:65495", "issue:65870", "issue:66516", "issue:67051", "issue:67158", "issue:67216", "issue:67291", "issue:67353" ], "soft_pairs": [ "issue:54060|issue:67158", "issue:65363|issue:67216", "issue:63946|issue:64510", "issue:65159|issue:66516", "issue:64235|issue:65314", "issue:65133|issue:65495", "issue:65870|issue:67051", "issue:63968|issue:64892", "issue:67291|issue:67353" ], "prepared_review_unit_hash": "0fca0dbe15a676bf3915b9a985f9836fe5219427e4e09ed77b611116547ed3f7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13491, "estimated_input_tokens": 3373, "estimated_eval_tokens": 7002 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly unrelated issues. I accept only two duplicate pairs: the memory-wiki bridge 0-artifacts reports and the onboarding trim crash reports. All other soft pairs look related by subsystem only, not the same underlying bug.", "confidence": 0.9, "canonical_issue_reason": "issue:67353 is the clearest canonical report among the duplicate candidates: it describes the onboarding trim crash, including the skip-flow case, in the most direct and actionable way.", "canonical_pr_reason": null, "best_issue_reason": "issue:67353 is the strongest standalone issue in this set because it is specific, reproducible, and clearly matches its duplicate counterpart.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:54060", "right": "issue:67158", "accept": false, "reason": "Both involve openai-codex, but one is about rate-limit surfacing after fallback and the other is about model-version rejection on OAuth; different failures." }, { "left": "issue:65363", "right": "issue:67216", "accept": false, "reason": "Both mention Google AI integrations, but one is a template-ID mapping bug and the other is an SSRF/private-network blocking issue." }, { "left": "issue:63946", "right": "issue:64510", "accept": true, "reason": "These describe the same memory-wiki bridge symptom: bridge/import returns 0 artifacts because memory capability/artifact visibility is lost." }, { "left": "issue:65159", "right": "issue:66516", "accept": false, "reason": "Both mention Active Memory, but one is about the plugin not injecting at all while the other is a timeout blocker; not clearly the same bug." }, { "left": "issue:64235", "right": "issue:65314", "accept": false, "reason": "Telegram sendMessage network failure and Ollama agent-mode timeout are unrelated error paths." }, { "left": "issue:65133", "right": "issue:65495", "accept": false, "reason": "Both involve browser/CDP localhost connectivity, but the reported root causes differ: managed-profile ready check vs SSRF policy blocking localhost." }, { "left": "issue:65870", "right": "issue:67051", "accept": false, "reason": "Brave Search docs URL mismatch and WebUI config-validation failure are different issues despite both touching web search-related code." }, { "left": "issue:63968", "right": "issue:64892", "accept": false, "reason": "Packaging missing file breaking openclaw qa is unrelated to self-update bypassing update.run and gateway restart behavior." }, { "left": "issue:67291", "right": "issue:67353", "accept": true, "reason": "Both report the same onboarding crash on reading 'trim', with 67353 explicitly covering the skip-channel-selection path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 82, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62672", "issue:63429", "issue:64932", "issue:64975", "issue:65082", "issue:65107", "issue:65125", "issue:65309", "issue:66078", "issue:66242", "issue:66281", "issue:66314", "issue:66516", "issue:66637", "issue:66822", "issue:67130", "issue:67483" ], "soft_pairs": [ "issue:65107|issue:66242", "issue:67130|issue:67483", "issue:63429|issue:65082", "issue:66281|issue:66637", "issue:65309|issue:66516", "issue:62672|issue:66314", "issue:66078|issue:66822", "issue:64932|issue:64975", "issue:65125|issue:66637" ], "prepared_review_unit_hash": "a39b480f84fba1d16bd1dce7df9d30d5a48c0c92fd85b3e2e2694cba0e44267b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12748, "estimated_input_tokens": 3187, "estimated_eval_tokens": 6630 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not one single duplicate; it contains several distinct bug groups. I accepted only the pairs that appear to describe the same concrete failure (QA scenario file missing, Active Memory timeout, onboarding metadata crash) and rejected the rest as different issues.", "confidence": 0.87, "canonical_issue_reason": "issue:67130 is the strongest representative overall: it is closed, has the highest engagement in this set, and describes a specific onboarding crash caused by incomplete bundled plugin metadata.", "canonical_pr_reason": null, "best_issue_reason": "issue:67130 is the best single issue to anchor this cluster because it has the most discussion/inbound references and a clear root-cause-oriented description.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65107", "right": "issue:66242", "accept": false, "reason": "Both are browser SSRF reports, but one is a generic hostname-navigation block and the other is an Android/Termux-specific block; different environments and likely different causes." }, { "left": "issue:67130", "right": "issue:67483", "accept": true, "reason": "Both describe an onboarding crash caused by missing/incomplete channel or setup plugin metadata, specifically around docsPath/formatDocsLink." }, { "left": "issue:63429", "right": "issue:65082", "accept": false, "reason": "Unknown memory embedding provider: ollama is unrelated to a missing qa/scenarios/index.md packaging failure." }, { "left": "issue:66281", "right": "issue:66637", "accept": false, "reason": "Both involve macOS Chrome/browser attach problems, but the symptoms and attach paths differ (DevToolsActivePort/CDP attach vs remote browser proxy failure)." }, { "left": "issue:65309", "right": "issue:66516", "accept": true, "reason": "These are the same Active Memory timeout problem, with one issue giving the detailed direct-chat repro and the other a shorter beta-blocker summary." }, { "left": "issue:62672", "right": "issue:66314", "accept": false, "reason": "Primary-model 429 propagation to secondary providers is unrelated to billing cooldown message handling." }, { "left": "issue:66078", "right": "issue:66822", "accept": false, "reason": "One is an unknown Ollama embedding provider error; the other is a concurrency control bug flooding Ollama during indexing." }, { "left": "issue:64932", "right": "issue:64975", "accept": true, "reason": "Both report the same missing qa/scenarios/index.md file causing CLI completion/completion-cache failures." }, { "left": "issue:65125", "right": "issue:66637", "accept": false, "reason": "Both are macOS browser attachment/proxy issues, but they affect different workflows and do not clearly share the same failing code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 83, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53517", "issue:53647", "issue:53857", "issue:64011", "issue:64244", "issue:64892", "issue:64900", "issue:65043", "issue:65533", "issue:65581", "issue:65950", "issue:66097", "issue:66203", "issue:66752", "issue:66813", "issue:66925", "issue:67296" ], "soft_pairs": [ "issue:66925|issue:67296", "issue:53273|issue:53517", "issue:65043|issue:65581", "issue:53857|issue:65533", "issue:64244|issue:66203", "issue:64011|issue:66813", "issue:53647|issue:65950", "issue:64892|issue:66752", "issue:64900|issue:66097" ], "prepared_review_unit_hash": "f6b016b2b0f8bee66fca007845b4e4788ed52bf3a337291c0ee5560860a3611f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13611, "estimated_input_tokens": 3403, "estimated_eval_tokens": 7062 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a true duplicate set: the items span unrelated bugs across install/update, cron/session handling, web search/config, CDP attach, Slack/Discord messaging, memory persistence, and model/tool routing. All soft-similarity pairs are superficial and should be kept separate.", "confidence": 0.98, "canonical_issue_reason": "No single canonical issue fits this cluster. The titles and descriptions point to different subsystems and failure modes, so selecting one issue as the representative would be arbitrary.", "canonical_pr_reason": "No PRs are present in this cluster, so there is no canonical PR candidate.", "best_issue_reason": "No global best issue: the cluster is heterogeneous and does not share one underlying bug or code path.", "best_pr_reason": "No PRs are present, so none can be selected as a best PR.", "soft_edge_verdicts": [ { "left": "issue:66925", "right": "issue:67296", "accept": false, "reason": "Both involve memory-related output, but one is an overwrite-only registration bug for memory capabilities while the other is consolidation overwriting dreaming output in a dated markdown file. Different code paths and symptoms." }, { "left": "issue:53273", "right": "issue:53517", "accept": false, "reason": "Both mention plugin install/upgrade, but one is an npm global upgrade path breaking sourcePath for acpx, while the other is missing peer dependency installation causing plugin load failure. Related area, not the same bug." }, { "left": "issue:65043", "right": "issue:65581", "accept": false, "reason": "Slack subagent thread-routing leakage and duplicate Discord messages are different messaging backends with different failure modes. Same broad category, not the same underlying change." }, { "left": "issue:53857", "right": "issue:65533", "accept": false, "reason": "Web_search reporting missing API keys is a config/credential detection issue, while reasoning field missing from assistant turns is a message-history serialization issue. No shared code path." }, { "left": "issue:64244", "right": "issue:66203", "accept": false, "reason": "MiniMax image routing bypasses plugin VL-01 and goes to the wrong chat endpoint; Cron Tool Corrupts Model IDs concerns mutation of model identifiers. Both affect routing, but not the same bug." }, { "left": "issue:64011", "right": "issue:66813", "accept": false, "reason": "Discord gateway crash on Windows after reconnecting a zombie connection is unrelated to webchat heartbeat skipping when target is last. Different components and symptoms." }, { "left": "issue:53647", "right": "issue:65950", "accept": false, "reason": "Both concern isolated cron/session status, but one is an execution stopping after a yield boundary while the other falsely reports status:ok despite incomplete work. Similar domain, not clearly one fix." }, { "left": "issue:64892", "right": "issue:66752", "accept": false, "reason": "Agent self-update bypassing update.run and raw npm global upgrade is a process/control-flow bug; ERR_MODULE_NOT_FOUND on ARM64 npm global install is a packaging/install artifact issue. Not the same underlying defect." }, { "left": "issue:64900", "right": "issue:66097", "accept": false, "reason": "Both are CDP profile-running checks, but one is a remote CDP profile on WSL2/Windows Edge and the other is an attachOnly custom profile reachable at /json/version. Similar validation surface, different scenarios and likely different fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 84, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53480", "issue:53599", "issue:53876", "issue:62446", "issue:62748", "issue:63465", "issue:63831", "issue:64687", "issue:64833", "issue:64933", "issue:65125", "issue:66564", "issue:66637", "issue:66641", "issue:66693", "issue:66856", "issue:66885", "issue:67038" ], "soft_pairs": [ "issue:66641|issue:66693", "issue:64933|issue:66856", "issue:53599|issue:66637", "issue:66564|issue:66885", "issue:63465|issue:63831", "issue:64687|issue:64833", "issue:53480|issue:53876", "issue:62446|issue:65125", "issue:62748|issue:67038" ], "prepared_review_unit_hash": "27f72bd4aee18ae4120100bf363066c218f5ed479e9eb019e9dce8800987775e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13460, "estimated_input_tokens": 3365, "estimated_eval_tokens": 6986 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one duplicate cluster; it splits into several unrelated bug families. I accept only the pairs that clearly point to the same concrete bug/root cause and reject the broader same-subsystem lookalikes.", "confidence": 0.91, "canonical_issue_reason": "No single canonical issue cleanly covers the whole set; if one representative must be chosen, issue 67038 is the strongest global candidate because it most directly states the runtime-dependency staging failure that also explains 62748.", "canonical_pr_reason": null, "best_issue_reason": "67038 is the clearest, broadest issue in the set for the npm/global-install dependency staging bug family and is the best representative of that duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66641", "right": "issue:66693", "accept": true, "reason": "Same onboarding crash: both report a TypeError on undefined.trim during channel/onboarding flow, with only the surface step differing." }, { "left": "issue:64933", "right": "issue:66856", "accept": true, "reason": "Same false warning about plugins.allow being empty; one is the generic status command report and the other is the populated-allow-list variant." }, { "left": "issue:53599", "right": "issue:66637", "accept": false, "reason": "Both mention browser/remote access, but they describe different code paths and environments (Chrome extension relay removal vs macOS app node browser proxy)." }, { "left": "issue:66564", "right": "issue:66885", "accept": false, "reason": "Different bugs: UI lag in normal chat versus Telegram polling/subagent timeout on Windows with undici HTTP/2 issues." }, { "left": "issue:63465", "right": "issue:63831", "accept": false, "reason": "Related dreaming/memory area, but the reported failures differ: missing managed cron versus ownership-coupling breakage. Not clearly the same bug." }, { "left": "issue:64687", "right": "issue:64833", "accept": true, "reason": "Both are OpenAI Codex OAuth failures; 64833 is the more specific description of the same auth breakage." }, { "left": "issue:53480", "right": "issue:53876", "accept": false, "reason": "Different regressions affecting different products/flows: Discord reset vs Telegram channel configuration." }, { "left": "issue:62446", "right": "issue:65125", "accept": false, "reason": "Install-time missing module error is unrelated to macOS browser attach/managed browser failures." }, { "left": "issue:62748", "right": "issue:67038", "accept": true, "reason": "Same global-install runtime dependency staging bug; 67038 is the broader restatement of the missing staging problem reported in 62748." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 85, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53542", "issue:53863", "issue:53876", "issue:62684", "issue:62749", "issue:62898", "issue:62904", "issue:63345", "issue:64295", "issue:64590", "issue:65045", "issue:65347", "issue:65499", "issue:65646", "issue:66125", "issue:66534", "issue:67038" ], "soft_pairs": [ "issue:62749|issue:67038", "issue:63345|issue:65499", "issue:62684|issue:66125", "issue:62898|issue:62904", "issue:65646|issue:66534", "issue:53317|issue:53876", "issue:64295|issue:64590", "issue:53542|issue:53863", "issue:65045|issue:65347" ], "prepared_review_unit_hash": "ee04caa1c2233cce4b3307a51deb043284a4d27c9dfcf88be2577f0d0d62f534", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13359, "estimated_input_tokens": 3340, "estimated_eval_tokens": 6936 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster breaks into several separate duplicate families; I only accepted the pairs with the same concrete bug/root cause and rejected the ones that merely share a subsystem or symptom wording.", "confidence": 0.58, "canonical_issue_reason": "issue:53542 is the best canonical anchor among the packaging/UI reports because it is open, broadly worded, and explicitly covers the Control UI being missing from the npm package.", "canonical_pr_reason": null, "best_issue_reason": "issue:53542 is the best issue to keep for triage in this cluster: it is the clearest representative of the npm-package/control-UI packaging regression and subsumes the narrower asset-missing report in 53863.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62749", "right": "issue:67038", "accept": true, "reason": "Same underlying staging bug: global npm install is not staging plugin runtime dependencies." }, { "left": "issue:63345", "right": "issue:65499", "accept": false, "reason": "Different bugs and code paths: Matrix missing keys vs cross-signing UIA payload formatting." }, { "left": "issue:62684", "right": "issue:66125", "accept": false, "reason": "Both involve failures in fallback/timeout behavior, but the reported paths are different (Ollama pipeline timeout vs OpenAI-compatible proxy fallback failure)." }, { "left": "issue:62898", "right": "issue:62904", "accept": true, "reason": "Same packaging regression: the built extension/package points at missing src paths, breaking plugin load/config." }, { "left": "issue:65646", "right": "issue:66534", "accept": false, "reason": "Unrelated failures: session runtime drift from fallback vs missing lifecycle:end fields on the pi-embedded path." }, { "left": "issue:53317", "right": "issue:53876", "accept": false, "reason": "Both mention startup/upgrade auth-state symptoms, but they appear to be different components and bugs." }, { "left": "issue:64295", "right": "issue:64590", "accept": true, "reason": "Same schema issue: narrative generation fails because idempotencyKey is required/missing." }, { "left": "issue:53542", "right": "issue:53863", "accept": true, "reason": "Same packaging problem: the npm package is missing the Control UI assets, which matches the broader Control UI-missing report." }, { "left": "issue:65045", "right": "issue:65347", "accept": true, "reason": "Same OAuth failure mode: OpenAI Codex auth is breaking with invalid_scope, with one report also surfacing a missing authorization code." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 86, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53591", "issue:53671", "issue:62623", "issue:62960", "issue:63768", "issue:63787", "issue:63992", "issue:64067", "issue:64348", "issue:64900", "issue:65218", "issue:65363", "issue:65602", "issue:66611", "issue:66916", "issue:67084", "issue:67469", "issue:67517" ], "soft_pairs": [ "issue:53591|issue:53671", "issue:64900|issue:66611", "issue:65363|issue:67469", "issue:63992|issue:66916", "issue:67084|issue:67517", "issue:63787|issue:64067", "issue:62623|issue:62960", "issue:65218|issue:65602", "issue:63768|issue:64348" ], "prepared_review_unit_hash": "32f0fc9ae2dc23d2e9735a751471076ffaa9d84cfd7698bc249aefd702a5eb17", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13515, "estimated_input_tokens": 3379, "estimated_eval_tokens": 7014 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is actually several small issue pairs around similar subsystems, not one single duplicate set. I accepted the clearest same-root-cause pairs for Slack private file fetching, QA scenario-pack path/file lookup, and reserveTokens/config handling; the rest are only superficially similar.", "confidence": 0.59, "canonical_issue_reason": "Issue 64067 is the clearest dedupe anchor for the QA scenario-pack failure: it states the concrete missing path error directly and matches the strongest path-resolution pair in this set.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64067 is the best representative issue overall because it is specific, actionable, and maps cleanly to a likely duplicate subcluster; no PRs are present.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53591", "right": "issue:53671", "accept": false, "reason": "Both mention empty tool args, but they describe different failures: provider payload compatibility causing empty args vs validation behavior on empty args. Not clearly the same code-path bug." }, { "left": "issue:64900", "right": "issue:66611", "accept": false, "reason": "Both involve CDP/browser connectivity, but one is remote profile status reporting and the other is attach-only connection failure. Similar subsystem, different underlying bug." }, { "left": "issue:65363", "right": "issue:67469", "accept": false, "reason": "One is a Gemini CLI model/template mapping failure; the other is transcript/history persistence. Different symptoms and different code paths." }, { "left": "issue:63992", "right": "issue:66916", "accept": false, "reason": "Session-key DEFAULT_AGENT_ID handling and Slack malformed tool calls are unrelated bugs despite both being regressions." }, { "left": "issue:67084", "right": "issue:67517", "accept": false, "reason": "Active-memory session timeout spam and Cloudflare HTML misclassification are different problems in the Codex flow, not the same bug." }, { "left": "issue:63787", "right": "issue:64067", "accept": true, "reason": "Both report the same QA scenario-pack path lookup failure in completion/completion-cache flows, with the missing qa/scenarios/index.md path as the shared root cause." }, { "left": "issue:62623", "right": "issue:62960", "accept": true, "reason": "Both are 2026.4.5 Slack regressions tied to private file/url_private_download fetching, just surfaced as attachment download vs image visibility failures." }, { "left": "issue:65218", "right": "issue:65602", "accept": true, "reason": "Both describe reserveTokens being mishandled around compaction settings/config reload, which looks like the same underlying state overwrite bug." }, { "left": "issue:63768", "right": "issue:64348", "accept": true, "reason": "The completion-cache refresh failure and the missing qa/scenarios files in the published package point to the same packaging/file-availability root cause." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 87, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53469", "issue:53578", "issue:53689", "issue:53919", "issue:62699", "issue:62903", "issue:62978", "issue:63110", "issue:63686", "issue:64499", "issue:64799", "issue:64991", "issue:65327", "issue:65917", "issue:66097", "issue:66624", "issue:66693", "issue:66732" ], "soft_pairs": [ "issue:62699|issue:63686", "issue:53689|issue:64499", "issue:64799|issue:65917", "issue:53919|issue:66097", "issue:53469|issue:65327", "issue:62903|issue:62978", "issue:53578|issue:64991", "issue:66624|issue:66693", "issue:63110|issue:66732" ], "prepared_review_unit_hash": "77d113b335214480173940880278763d84dd55c97905ac599f4c53cf1510e163", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13412, "estimated_input_tokens": 3353, "estimated_eval_tokens": 6962 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "There are a few likely duplicate issue pairs around the same regression/feature request, but most pairs are distinct bugs. No pull requests are present.", "confidence": 0.81, "canonical_issue_reason": "Issue #66693 is the cleanest representative: it states the onboarding trim TypeError broadly, has stronger discussion/reference activity, and subsumes the more specific channel-selection report.", "canonical_pr_reason": null, "best_issue_reason": "Issue #66693 is the best global issue candidate because it is a clear, well-scoped bug report with broad wording that matches the underlying failure mode more generally than the version-specific duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62699", "right": "issue:63686", "accept": false, "reason": "Both involve ACP/session handling, but the platforms and errors differ (`queue owner unavailable` vs `thread_binding_invalid`); not clearly the same bug." }, { "left": "issue:53689", "right": "issue:64499", "accept": false, "reason": "Unrelated problems: model resolution failure vs missing `system.run.prepare` on macOS exec host." }, { "left": "issue:64799", "right": "issue:65917", "accept": false, "reason": "#65917 has no usable title/content here, so there is no evidence it matches the Volcengine model lookup bug." }, { "left": "issue:53919", "right": "issue:66097", "accept": false, "reason": "Both are browser-related, but one is Docker VPS task behavior and the other is CDP attach/status detection; too different to treat as the same bug." }, { "left": "issue:53469", "right": "issue:65327", "accept": true, "reason": "Both request private-network/SSRF-bypass capability for URL fetching/web tooling; they look like the same underlying feature change." }, { "left": "issue:62903", "right": "issue:62978", "accept": true, "reason": "Both report the 2026.4.7 Telegram plugin regression; one mentions bundled plugin/doctor rewriting config, the other plugin loading/gateway restart loop." }, { "left": "issue:53578", "right": "issue:64991", "accept": false, "reason": "Both mention Gemini OAuth, but one is a performance slowdown after an upgrade while the other is an agent communication failure; not the same concrete issue." }, { "left": "issue:66624", "right": "issue:66693", "accept": true, "reason": "Same onboarding `undefined.trim` TypeError; #66624 is the more specific version/channel-selection instance of the broader #66693 bug." }, { "left": "issue:63110", "right": "issue:66732", "accept": false, "reason": "WhatsApp voice-note delivery and Telegram reminder messaging are unrelated features with different failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 88, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53466", "issue:53517", "issue:62783", "issue:62875", "issue:62995", "issue:63541", "issue:63665", "issue:63768", "issue:63937", "issue:64348", "issue:64407", "issue:64945", "issue:64973", "issue:65863", "issue:66484", "issue:66936", "issue:67423" ], "soft_pairs": [ "issue:53517|issue:62875", "issue:53317|issue:53466", "issue:63768|issue:64945", "issue:63937|issue:66936", "issue:63665|issue:66484", "issue:62995|issue:65863", "issue:62783|issue:67423", "issue:64407|issue:64973", "issue:63541|issue:64348" ], "prepared_review_unit_hash": "2afee880de7ebc628eee8d9f9c94a28d9349a5a0029f970cc9c59e57d49ecf0f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13547, "estimated_input_tokens": 3387, "estimated_eval_tokens": 7030 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: it contains a few true duplicate pairs, but the rest are unrelated auth, packaging, and CLI regressions. The strongest matches are the stale OAuth/token overwrite reports and the missing qa/scenarios package regressions.", "confidence": 0.87, "canonical_issue_reason": "No single canonical issue for the whole cluster: the items split into distinct bugs (auth token handling, package publishing regressions, gateway/CLI failures, and docs-only items).", "canonical_pr_reason": null, "best_issue_reason": "issue 53317 is the best single issue anchor only for the auth-token duplicate pair: it is concrete, early, and describes the startup overwrite behavior clearly. It should not be treated as a canonical for the entire mixed cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53517", "right": "issue:62875", "accept": false, "reason": "Both are packaging-related, but one is a missing peer dependency on plugin install and the other is a missing src/ directory in a bundled plugin. Different concrete failures and likely different fixes." }, { "left": "issue:53317", "right": "issue:53466", "accept": true, "reason": "Same underlying auth bug: stale/expired cached credentials overwrite fresh re-auth/OAuth state on startup, causing repeated OAuth failures." }, { "left": "issue:63768", "right": "issue:64945", "accept": true, "reason": "Both describe the same published-package regression around missing qa/scenarios assets causing completion/cache-related CLI failures." }, { "left": "issue:63937", "right": "issue:66936", "accept": false, "reason": "Both mention SecretRef resolution in CLI paths, but the affected surfaces differ (Slack plugin register-time crash vs agents list hang). Not clearly the same code-path bug." }, { "left": "issue:63665", "right": "issue:66484", "accept": false, "reason": "Both are npm/package distribution problems, but one is a missing qa scenario pack and the other is a missing qa-lab/cli.js facade. Different missing artifacts and failure modes." }, { "left": "issue:62995", "right": "issue:65863", "accept": false, "reason": "One is an auth/runtime regression for Bedrock instance-role credentials; the other is a docs omission. No shared bug." }, { "left": "issue:62783", "right": "issue:67423", "accept": false, "reason": "Both involve auth/provider resolution, but one is OpenRouter 401s in isolated cron sessions and the other is provider apiKey selection from auth.order. Different underlying issues." }, { "left": "issue:64407", "right": "issue:64973", "accept": false, "reason": "Both mention gateway/config/token behavior, but the triggers and symptoms differ substantially (Qwen heartbeat changes vs macOS Talk Mode stale config and restart)." }, { "left": "issue:63541", "right": "issue:64348", "accept": true, "reason": "Same package-publish regression: qa/scenarios files are missing from the published npm package, which breaks completion cache update/install-time behavior." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 89, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53647", "issue:54060", "issue:63396", "issue:63665", "issue:63910", "issue:64105", "issue:64821", "issue:64866", "issue:65000", "issue:65283", "issue:65394", "issue:65448", "issue:65687", "issue:66314", "issue:66892", "issue:67190", "issue:67327", "issue:67575" ], "soft_pairs": [ "issue:63665|issue:63910", "issue:64821|issue:66892", "issue:67190|issue:67327", "issue:54060|issue:66314", "issue:63396|issue:64105", "issue:65448|issue:67575", "issue:53647|issue:65000", "issue:64866|issue:65283", "issue:65394|issue:65687" ], "prepared_review_unit_hash": "70042f0a5ff069d1cb1ac946a927d0b81484c0f7c35b9e4b961ea649e17a10a1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13593, "estimated_input_tokens": 3399, "estimated_eval_tokens": 7054 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only the memory-wiki pair looks like a true duplicate; the other soft pairs share themes but appear to be different bugs or code paths.", "confidence": 0.66, "canonical_issue_reason": "issue:67190 is the clearest anchor: it has an explicit repro and contrasts the broken CLI with the working gateway path, while issue:67327 reports the same zero-bridge-artifacts symptom in adjacent memory-wiki commands.", "canonical_pr_reason": null, "best_issue_reason": "issue:67190 is the most actionable report in the set: it names the exact failing command, the expected/observed behavior, and a known-good control path, which makes it the best representative issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63665", "right": "issue:63910", "accept": false, "reason": "Both are openclaw command failures, but one is update-cache/QA-pack related and the other is a bash-completions clean-install path error; they do not look like the same underlying bug." }, { "left": "issue:64821", "right": "issue:66892", "accept": false, "reason": "These describe different failures: plugin init logs corrupting a config value versus MiniMax tool-call ID format causing compaction/session crashes." }, { "left": "issue:67190", "right": "issue:67327", "accept": true, "reason": "Both memory-wiki reports describe bridge artifacts showing up as 0 despite data/memory being present, which points to the same artifact enumeration/counting bug across commands." }, { "left": "issue:54060", "right": "issue:66314", "accept": false, "reason": "Both involve billing/rate-limit handling, but one is a false rate-limit error after fallback succeeds and the other is a skipped billing-message classification producing a generic error; the fixes are not the same." }, { "left": "issue:63396", "right": "issue:64105", "accept": false, "reason": "The undici dispatcher mismatch is similar, but these are different product-specific download paths (Teams SharePoint vs BlueBubbles attachments) with insufficient evidence of one shared concrete bug." }, { "left": "issue:65448", "right": "issue:67575", "accept": false, "reason": "Both mention responses not surfacing, but one is Gemini/Vertex empty visible output and the other is OpenRouter payload delivery returning 0; the symptoms and code paths differ." }, { "left": "issue:53647", "right": "issue:65000", "accept": false, "reason": "One is an isolated cron run stopping after a child sessions_yield boundary; the other is durable subagent completion delivery across retry/reconnect gaps. They are related at a high level but not the same bug." }, { "left": "issue:64866", "right": "issue:65283", "accept": false, "reason": "These are different MiniMax image issues: OAuth/VLM image understanding despite quota versus image tool rejection because the chosen model does not support images." }, { "left": "issue:65394", "right": "issue:65687", "accept": false, "reason": "Audio transcription returning no transcript and Discord voice conversations breaking after one exchange are unrelated failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 90, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53955", "issue:62623", "issue:62672", "issue:63449", "issue:63946", "issue:64238", "issue:64409", "issue:64668", "issue:64765", "issue:64839", "issue:64900", "issue:64933", "issue:65676", "issue:65678", "issue:65695", "issue:66637", "issue:66763", "issue:67241" ], "soft_pairs": [ "issue:65695|issue:66637", "issue:63449|issue:64409", "issue:63946|issue:64668", "issue:64933|issue:65678", "issue:62672|issue:65676", "issue:64238|issue:64839", "issue:53955|issue:64765", "issue:62623|issue:67241", "issue:64900|issue:66763" ], "prepared_review_unit_hash": "46b701285b6cb7f1ca295b4e7fc8a717ae37023f0cf502b1114b4c07b043c9a3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13556, "estimated_input_tokens": 3389, "estimated_eval_tokens": 7034 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly heterogeneous. The clearest duplicate family is the plugin allowlist/provenance warning regression; the memory-wiki bridge import pair also looks like the same underlying failure. Most other soft pairs look related only at a subsystem level, not the same concrete bug.", "confidence": 0.62, "canonical_issue_reason": "Issue 65678 is the best representative for the clearest duplicate family: it states the false-positive plugin allowlist/provenance warning in a broad, generic way that can absorb the more specific 64933 report.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65678 is the strongest global issue candidate because it is the broadest and cleanest statement of a likely duplicate bug in this cluster; the rest of the items do not form one coherent underlying defect.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65695", "right": "issue:66637", "accept": false, "reason": "Same browser/CDP area, but the symptoms and environments differ: one is a child-Chrome reachability problem, the other is a macOS remote-mode proxy issue. Not the same concrete bug." }, { "left": "issue:63449", "right": "issue:64409", "accept": false, "reason": "Both mention memory-core/dreaming, but one is cron restoration after restart and the other is startup config resolution returning enabled=false. Different failure modes." }, { "left": "issue:63946", "right": "issue:64668", "accept": true, "reason": "Both report memory-wiki bridge import failing; one describes 0 artifacts / lost memory capability, the other says the bridge import is not working. Same underlying bug family." }, { "left": "issue:64933", "right": "issue:65678", "accept": true, "reason": "These describe the same false-positive plugin allowlist/provenance warning regression, with 64933 giving a specific message and 65678 the broader generic report." }, { "left": "issue:62672", "right": "issue:65676", "accept": false, "reason": "Both are about fallback behavior, but one is 429 error propagation to secondary providers and the other is fallback never executing because live-session switching overrides selection. Distinct bugs." }, { "left": "issue:64238", "right": "issue:64839", "accept": false, "reason": "Both mention qwen3.6-plus after upgrade, but one is plain model-resolution failure and the other is a multimodal/image handling issue with additional URL blocking. Not clearly one code-path problem." }, { "left": "issue:53955", "right": "issue:64765", "accept": false, "reason": "Both are memory retrieval complaints, but one is an indexing failure after upgrade and the other is Active Memory returning NONE while manual search still finds the item. Too different to treat as the same bug." }, { "left": "issue:62623", "right": "issue:67241", "accept": false, "reason": "Both involve attachment downloads, but they are different integrations with different symptoms and a different root cause in 67241. Not the same bug." }, { "left": "issue:64900", "right": "issue:66763", "accept": false, "reason": "Both are CDP attachment/connection issues, but one is a false 'running:false' state on WSL2/Edge and the other is attachOnly failure on macOS Chrome with a valid websocket URL. Different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 91, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53721", "issue:53876", "issue:62959", "issue:62995", "issue:64302", "issue:64326", "issue:64549", "issue:64841", "issue:65191", "issue:65646", "issue:65676", "issue:65721", "issue:65890", "issue:66176", "issue:66207", "issue:66492", "issue:66982", "issue:67478" ], "soft_pairs": [ "issue:65721|issue:67478", "issue:53721|issue:53876", "issue:64302|issue:64326", "issue:64841|issue:65191", "issue:62995|issue:65676", "issue:66176|issue:66207", "issue:62959|issue:65646", "issue:64549|issue:65890", "issue:66492|issue:66982" ], "prepared_review_unit_hash": "0daf879b33fb678d56c72c0f1bab62fb9ad28351384c4d3e33a5ad4bd0727f1b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13500, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports, but a few soft pairs do look like the same underlying regression: Telegram channel init/config, Ollama\u2019s 32768-token compaction issue, WebChat message flicker, and a relay/result-context bug. The rest are lookalikes but distinct failures.", "confidence": 0.81, "canonical_issue_reason": "Issue 66207 is the strongest representative overall: it has the clearest symptom description for the chat-flicker regression and the most discussion/inbound references, making it the best canonical anchor among the duplicate-like reports.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66207 is the best overall issue to anchor triage because it is well-described, active, and broadly representative of one of the clearest duplicate clusters in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65721", "right": "issue:67478", "accept": false, "reason": "Both are configuration-related failures, but one is about agents self-destructing via config changes and the other is about running as root causing corruption/crash loops; different root causes and fix paths." }, { "left": "issue:53721", "right": "issue:53876", "accept": true, "reason": "Same Telegram regression: channel initialization/config breaks after upgrade/restart in 2026.3.23. The two reports describe the same underlying failure with slightly different repro wording." }, { "left": "issue:64302", "right": "issue:64326", "accept": true, "reason": "Both point to the same token-limit bug: Ollama reports a hardcoded 32768 input-token context, which makes compaction trigger too early and causes overflow despite the config." }, { "left": "issue:64841", "right": "issue:65191", "accept": false, "reason": "These describe different bugs: one is validation rejecting a disabled memory-lancedb entry after upgrade, the other is plugin startup happening before config is loaded." }, { "left": "issue:62995", "right": "issue:65676", "accept": false, "reason": "Unrelated subsystems and symptoms: AWS Bedrock auth/instance-role credential lookup versus model fallback selection being overridden in session state." }, { "left": "issue:66176", "right": "issue:66207", "accept": true, "reason": "Both report the same UI flicker where a newly sent user message disappears briefly and then reappears in chat." }, { "left": "issue:62959", "right": "issue:65646", "accept": false, "reason": "Gateway hot-reload crash on lane task completion is a different code path from session model drift caused by fallback pollution." }, { "left": "issue:64549", "right": "issue:65890", "accept": false, "reason": "These are different memory-search problems: file auto-indexing/watch behavior versus backend fallback due to managed collection mismatch." }, { "left": "issue:66492", "right": "issue:66982", "accept": true, "reason": "Both center on the same missing result-context/relay bug: one reports a bad Discord reply when async context is missing, the other reports orphan sessions created by exec completion relay without result context." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 92, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53269", "issue:53318", "issue:62472", "issue:62905", "issue:62923", "issue:63620", "issue:63946", "issue:63992", "issue:64202", "issue:64465", "issue:64894", "issue:65043", "issue:65347", "issue:65676", "issue:66314", "issue:66925", "issue:67135", "issue:67517" ], "soft_pairs": [ "issue:62905|issue:62923", "issue:64894|issue:65347", "issue:64465|issue:67517", "issue:53269|issue:53318", "issue:63620|issue:64202", "issue:63992|issue:65043", "issue:65676|issue:66314", "issue:63946|issue:66925", "issue:62472|issue:67135" ], "prepared_review_unit_hash": "c6631d639664dc1526e749281e3fdc9d0fcf82ec5a2337c06809a2f63594ec2b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13564, "estimated_input_tokens": 3391, "estimated_eval_tokens": 7038 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a heterogeneous set of issues with similar wording but different root causes. Only the memory-capability/wiki-bridge pair looks like a true duplicate cluster; the rest are related by subsystem at most, not by the same concrete bug.", "confidence": 0.62, "canonical_issue_reason": "issue:66925 is the clearest root-cause formulation of the only strong duplicate pair: it directly names the overwrite-only registration behavior that explains the wiki bridge import failure.", "canonical_pr_reason": null, "best_issue_reason": "issue:66925 is the best representative issue because it is the most specific and actionable statement of the underlying bug, rather than just the downstream symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62905", "right": "issue:62923", "accept": false, "reason": "Both involve Telegram setup/startup, but one is a missing bundled file and the other is a setup-entry.js specifier regression affecting multiple extensions. Similar area, not the same bug." }, { "left": "issue:64894", "right": "issue:65347", "accept": false, "reason": "Both mention OpenAI Codex OAuth and invalid_scope, but one includes model.request while the other centers on missing authorization code. Too little evidence they are the same concrete failure path." }, { "left": "issue:64465", "right": "issue:67517", "accept": false, "reason": "No meaningful overlap beyond being bug reports. One is empty/undocumented, the other is a Cloudflare HTML misclassification issue." }, { "left": "issue:53269", "right": "issue:53318", "accept": false, "reason": "Different integrations and different schema conflicts. Both discuss media sends being dropped, but they do not appear to be the same underlying code-path problem." }, { "left": "issue:63620", "right": "issue:64202", "accept": false, "reason": "Both are UI layout complaints in the Dreams area, but one is an overlay blocking the page and the other is clipping/overlap in Control UI. Similar symptoms, different artifacts." }, { "left": "issue:63992", "right": "issue:65043", "accept": false, "reason": "Session-key persistence regression and Slack thread-routing leakage are unrelated bugs in different code paths." }, { "left": "issue:65676", "right": "issue:66314", "accept": false, "reason": "Model fallback looping is unrelated to billing-message classification on cooldown skip paths." }, { "left": "issue:63946", "right": "issue:66925", "accept": true, "reason": "These look like the same underlying memory-capability bug: 63946 reports bridge import returning 0 artifacts, and 66925 explains the likely root cause as overwrite-only registerMemoryCapability clobbering publicArtifacts." }, { "left": "issue:62472", "right": "issue:67135", "accept": false, "reason": "Both concern context/window metrics, but 62472 is about persisted context state across providers while 67135 is about fresh-session prompt weight/overflow after /new. Not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 93, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53928", "issue:63946", "issue:64892", "issue:65092", "issue:65424", "issue:65533", "issue:65676", "issue:65722", "issue:65994", "issue:66016", "issue:66469", "issue:66813", "issue:67192", "issue:67214", "issue:67402", "issue:67408", "issue:67576" ], "soft_pairs": [ "issue:65092|issue:66469", "issue:64892|issue:66813", "issue:65994|issue:67402", "issue:67408|issue:67576", "issue:53384|issue:67192", "issue:53928|issue:65676", "issue:66016|issue:67214", "issue:65424|issue:65533", "issue:63946|issue:65722" ], "prepared_review_unit_hash": "c8de38143d4952fa8dceb92fe9596792ab01cdffcb7441c9b5603aa910e30df4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13588, "estimated_input_tokens": 3397, "estimated_eval_tokens": 7050 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are not true duplicates and should stay separate. The clearest duplicate is the memory-plugin capability restoration bug; the cron regression pair also looks like the same underlying failure after the update. The rest are only loosely related by subsystem or symptom.", "confidence": 0.86, "canonical_issue_reason": "issue:66469 is the strongest canonical issue: it states the root cause directly (\u0010restoreMemoryPluginState\u0010 clears capability when \u0010shouldActivate=false\u0010) and matches the duplicate symptom reported in issue:65092 (0 artifacts / lost memory capability).", "canonical_pr_reason": null, "best_issue_reason": "issue:66469 is the best overall issue to anchor this cluster of duplicates because it is open and describes the underlying defect most precisely, making it the best target for consolidation and future reference.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65092", "right": "issue:66469", "accept": true, "reason": "Same memory-plugin bug: both report bridge/import returning 0 artifacts because plugin capability is lost during restore; 66469 is the root-cause formulation of 65092's symptom." }, { "left": "issue:64892", "right": "issue:66813", "accept": false, "reason": "Different features and failure modes: self-update bypassing update.run versus webchat heartbeat target handling." }, { "left": "issue:65994", "right": "issue:67402", "accept": false, "reason": "Both mention leaked control-like messages after restarts, but they describe different message types and contexts; not enough evidence of the same concrete bug." }, { "left": "issue:67408", "right": "issue:67576", "accept": false, "reason": "One is an OpenRouter stream/parser bug; the other is provider-selection fallback ignoring OpenRouter and defaulting to openai-codex. Related area, different defect." }, { "left": "issue:53384", "right": "issue:67192", "accept": false, "reason": "Both are streaming/reasoning related, but one drops text blocks in mixed thinking/text assistant turns while the other crashes a Mistral reasoning channel due to a missing wrapper. Not the same bug." }, { "left": "issue:53928", "right": "issue:65676", "accept": false, "reason": "Bedrock credential loading in embedded runs is unrelated to model fallback selection looping." }, { "left": "issue:66016", "right": "issue:67214", "accept": true, "reason": "Same cron regression: the Chinese report says normal cron jobs collapse after v2026.4.14, which matches the TypeError around undefined runningAtMs." }, { "left": "issue:65424", "right": "issue:65533", "accept": false, "reason": "Different model-specific bugs: dropped image attachments in chat.send versus missing reasoning field in assistant history." }, { "left": "issue:63946", "right": "issue:65722", "accept": false, "reason": "Both concern memory-wiki/openclaw bridge import returning 0 artifacts, but one blames cached capability restore and the other CLI plugin-runtime initialization; too much root-cause divergence to merge as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 94, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53466", "issue:53494", "issue:53578", "issue:53927", "issue:64352", "issue:64465", "issue:64480", "issue:64668", "issue:64860", "issue:64932", "issue:65363", "issue:65424", "issue:65451", "issue:65517", "issue:66486", "issue:67250", "issue:67327" ], "soft_pairs": [ "issue:53927|issue:64480", "issue:64860|issue:64932", "issue:53494|issue:65517", "issue:65424|issue:66486", "issue:53466|issue:64465", "issue:64668|issue:67327", "issue:64352|issue:65451", "issue:53578|issue:65363", "issue:53384|issue:67250" ], "prepared_review_unit_hash": "02b8ffd721c0533e043ff2316268651fd9825569a2aa50105588beebc8f372a3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13428, "estimated_input_tokens": 3357, "estimated_eval_tokens": 6970 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are mostly unrelated across different subsystems. I only found two likely duplicate pairs: the QA scenario-pack regression pair and the WhatsApp media-send regression pair.", "confidence": 0.87, "canonical_issue_reason": "issue:64932 is the most specific and actionable report in the only clear duplicate pair, with a concrete missing-file symptom and versioned regression context.", "canonical_pr_reason": null, "best_issue_reason": "issue:64932 has the clearest root-cause framing and strongest reproducibility signal among the issues here.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53927", "right": "issue:64480", "accept": false, "reason": "Both are BlueBubbles-related, but one is a webhook 404 and the other is outbound delivery/auth configuration; different failure modes." }, { "left": "issue:64860", "right": "issue:64932", "accept": true, "reason": "Both describe the same scenario-pack regression after the 4.8/2026.4.10 update, centered on the pack being missing or undiscoverable." }, { "left": "issue:53494", "right": "issue:65517", "accept": false, "reason": "Different components and symptoms: plugin registry corruption after image messages vs an embedded sub-agent blocking the event loop." }, { "left": "issue:65424", "right": "issue:66486", "accept": false, "reason": "Both mention images, but one is Minimax attachment handling and the other is a local image-model selection error; not the same bug." }, { "left": "issue:53466", "right": "issue:64465", "accept": false, "reason": "No clear overlap from the titles; one is an OAuth credential overwrite bug, while the other has no usable title detail to tie it to the same issue." }, { "left": "issue:64668", "right": "issue:67327", "accept": false, "reason": "Both mention memory-wiki bridge artifacts, but one is about import failing and the other is about status/doctor reporting zero artifacts; related area, not the same concrete bug." }, { "left": "issue:64352", "right": "issue:65451", "accept": true, "reason": "Both report WhatsApp outbound media failing in the send path, with media dropping out and only text being delivered." }, { "left": "issue:53578", "right": "issue:65363", "accept": false, "reason": "Different problems: OAuth performance slowdown after an upgrade vs a provider-models template-ID mapping failure causing communication issues." }, { "left": "issue:53384", "right": "issue:67250", "accept": false, "reason": "Both are streaming text disappearance reports, but the trigger conditions differ enough that they read like separate UI regressions rather than one exact code-path bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 95, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:63677", "issue:63831", "issue:63832", "issue:63999", "issue:65067", "issue:65086", "issue:65314", "issue:65343", "issue:65578", "issue:65619", "issue:65645", "issue:65697", "issue:66038", "issue:66487", "issue:66496", "issue:66978", "issue:67093" ], "soft_pairs": [ "issue:66487|issue:66496", "issue:63831|issue:63832", "issue:63999|issue:67093", "issue:53494|issue:63677", "issue:65697|issue:66038", "issue:65067|issue:65619", "issue:65086|issue:66978", "issue:65578|issue:65645", "issue:65314|issue:65343" ], "prepared_review_unit_hash": "468f217a34658f755b0a77ec35a17e2e985ee77e120a44bd2b5c0ca971d7bb15", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13450, "estimated_input_tokens": 3363, "estimated_eval_tokens": 6982 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous, but there are a few clear duplicate-like subpairs: raw tool-call leakage, Ollama timeout behavior, model-listing/discovery gaps, and a gateway upgrade/entrypoint failure. The remaining pairs look related by subsystem but not by the same concrete bug.", "confidence": 0.77, "canonical_issue_reason": "Issue 63999 is the cleanest canonical anchor for the raw tool-call leakage subcluster: it states the concrete user-visible defect and has the tightest match to 67093.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63999 is the strongest issue candidate overall because it is specific, self-contained, and backed by the closest duplicate pair in the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66487", "right": "issue:66496", "accept": false, "reason": "Same heartbeat/cron area, but one is missing completion payload while the other mislabels system events as role:user; related symptoms, not the same bug." }, { "left": "issue:63831", "right": "issue:63832", "accept": false, "reason": "Both are dream-related, but one is about memory-slot ownership coupling and the other about cron/runtime selection; different failure modes." }, { "left": "issue:63999", "right": "issue:67093", "accept": true, "reason": "Both report raw tool-call markup leaking into user-visible chat; same underlying output-sanitization bug across channels." }, { "left": "issue:53494", "right": "issue:63677", "accept": false, "reason": "Image-message tool registry corruption and WhatsApp voice-note STT bypass are separate gateway/media paths." }, { "left": "issue:65697", "right": "issue:66038", "accept": true, "reason": "Both point at the gateway LaunchAgent upgrade path and the entry.js/index.js hardcode/mismatch; 66038 is broader but overlaps the same core failure." }, { "left": "issue:65067", "right": "issue:65619", "accept": false, "reason": "Windows onboarding failure and macOS loopback-bind startup failure are platform-specific and not the same code-path bug." }, { "left": "issue:65086", "right": "issue:66978", "accept": false, "reason": "Model override/fallback selection and run-mode timeout/final-payload loss are distinct sessions_spawn problems." }, { "left": "issue:65578", "right": "issue:65645", "accept": true, "reason": "Both describe incomplete model discovery/listing leading non-default models to be absent from the UI or auto-discovery results." }, { "left": "issue:65314", "right": "issue:65343", "accept": true, "reason": "Both are Ollama timeout reports centered on provider timeout handling; one is agent-mode specific, the other is the general 120s timeout." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 96, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53547", "issue:53721", "issue:54069", "issue:62875", "issue:62898", "issue:64244", "issue:64581", "issue:64667", "issue:64839", "issue:64947", "issue:65360", "issue:65603", "issue:65663", "issue:65840", "issue:66972", "issue:66973", "issue:67308" ], "soft_pairs": [ "issue:64667|issue:64947", "issue:66972|issue:66973", "issue:53721|issue:54069", "issue:65360|issue:67308", "issue:62875|issue:62898", "issue:65603|issue:65663", "issue:53494|issue:64244", "issue:53547|issue:64581", "issue:64839|issue:65840" ], "prepared_review_unit_hash": "10f71b54587baa795d1c0763d6cfc7623730eece6a18581ebca87f1084b403d4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13505, "estimated_input_tokens": 3377, "estimated_eval_tokens": 7010 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated regressions across different subsystems. The clearest duplicates are the OAuth scope errors, the 2026.4.7 plugin packaging/src-path regression, and the qwen image-model \"Unknown model\" reports. No PRs are present in the set.", "confidence": 0.82, "canonical_issue_reason": "62898 is the strongest canonical issue: it is concrete, release-scoped, and identifies the likely root cause directly (setup-entry.js pointing at missing ./src/ paths) with broad impact across channel plugins.", "canonical_pr_reason": null, "best_issue_reason": "62898 is the best global issue candidate because it most clearly states a reproducible regression, the broken path, and the affected surface area.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64667", "right": "issue:64947", "accept": true, "reason": "Both describe the same OpenAI Codex OAuth invalid_scope problem; 64947 is just a more detailed phrasing of the same login-scope failure." }, { "left": "issue:66972", "right": "issue:66973", "accept": false, "reason": "They are related to session/thread binding, but one is a /new reachability failure from a stale ACP session and the other is a default mode problem in sessions_spawn; not clearly the same concrete bug." }, { "left": "issue:53721", "right": "issue:54069", "accept": false, "reason": "Different channels, different triggers, and different failure modes (gateway restart vs LLM config hot-reload); too broad to treat as one bug." }, { "left": "issue:65360", "right": "issue:67308", "accept": false, "reason": "These are unrelated symptoms: one is a context-window display bug, the other is an unexpected HEARTBEAT.md prompt/token burn issue." }, { "left": "issue:62875", "right": "issue:62898", "accept": true, "reason": "Both point to the same 2026.4.7 packaging regression around missing src content / broken setup-entry.js src paths; 62898 states the root cause more directly." }, { "left": "issue:65603", "right": "issue:65663", "accept": false, "reason": "Both involve Azure/provider request failures, but the concrete errors and code paths differ (schema/tool payload rejection vs Responses API reasoning/tool_call replay ordering)." }, { "left": "issue:53494", "right": "issue:64244", "accept": false, "reason": "One is gateway-level tool registry corruption after an image message, the other is MiniMax image routing bypassing VL-01; same general area, but not the same underlying bug." }, { "left": "issue:53547", "right": "issue:64581", "accept": false, "reason": "Workspace bootstrap loading and SSH sandbox prompt workspace injection are separate workspace-related problems with different mechanisms." }, { "left": "issue:64839", "right": "issue:65840", "accept": true, "reason": "Both report the image tool returning 'Unknown model' for qwen/qwen3.6-plus; 64839 adds provider/URL side symptoms, but the core registration failure matches." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 97, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:54013", "issue:62920", "issue:63465", "issue:64254", "issue:64555", "issue:65043", "issue:65050", "issue:65214", "issue:65424", "issue:65448", "issue:65913", "issue:65978", "issue:66260", "issue:66679", "issue:66892", "issue:67216", "issue:67425", "issue:67576" ], "soft_pairs": [ "issue:67425|issue:67576", "issue:54013|issue:65978", "issue:65043|issue:66679", "issue:64555|issue:65214", "issue:65050|issue:66260", "issue:63465|issue:65913", "issue:62920|issue:64254", "issue:65448|issue:67216", "issue:65424|issue:66892" ], "prepared_review_unit_hash": "4d2b4b044ff39ce68094632767576885e63a21dde70a65aea4c38d001b0e221e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13546, "estimated_input_tokens": 3387, "estimated_eval_tokens": 7030 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: the soft pairs share broad subsystem keywords, but they describe different bugs and code paths. I would not merge any of the suggested pairs as duplicates.", "confidence": 0.93, "canonical_issue_reason": "No safe canonical issue: the items split into multiple unrelated bug themes (Telegram/WhatsApp delivery, memory-core cron lifecycle, OpenRouter/Gemini, MiniMax, plugin loading, etc.), and none of the soft pairs are clearly the same underlying defect.", "canonical_pr_reason": "No PRs are present in this cluster.", "best_issue_reason": "No single best issue overall. If forced to pick a representative, the memory-core cron reports are the closest thematic subgroup, but they still do not clearly describe one duplicate bug.", "best_pr_reason": "No PRs are present, so there is no best PR candidate.", "soft_edge_verdicts": [ { "left": "issue:67425", "right": "issue:67576", "accept": false, "reason": "Both mention OpenRouter, but one is runner liveness/replay abandonment and the other is provider parsing/fallback; different failure modes." }, { "left": "issue:54013", "right": "issue:65978", "accept": false, "reason": "Both concern direct-chat delivery, but Telegram echoTranscript config failure and WhatsApp idle-agent transcription skipping are distinct bugs." }, { "left": "issue:65043", "right": "issue:66679", "accept": false, "reason": "Both involve Slack/Telegram chat behavior, but one is a Slack top-level post leak and the other is tool/action execution not firing; not the same code-path problem." }, { "left": "issue:64555", "right": "issue:65214", "accept": false, "reason": "These are unrelated: WhatsApp profile credential leakage versus a bundled extension failing to load." }, { "left": "issue:65050", "right": "issue:66260", "accept": false, "reason": "Both touch Codex/gateway startup, but one is a vision/image-tool stall and the other is harness activation being skipped; different underlying issues." }, { "left": "issue:63465", "right": "issue:65913", "accept": false, "reason": "Both are memory-core related, but one is cron creation failure and the other is phantom lookup resolution from MEMORY.md; different symptoms and likely different code paths." }, { "left": "issue:62920", "right": "issue:64254", "accept": false, "reason": "Very similar cron terminology, but one is missing cron creation after startup/config change and the other is cron persistence across gateway restarts; not clearly the same bug." }, { "left": "issue:65448", "right": "issue:67216", "accept": false, "reason": "Both are Google/Gemini-related, but one is empty visible output and the other is SSRF blocking image generation; unrelated failures." }, { "left": "issue:65424", "right": "issue:66892", "accept": false, "reason": "Both involve MiniMax, but one drops image attachments due to catalog input handling and the other fails on tool call ID format during compaction; different defects." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 98, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62472", "issue:63516", "issue:63923", "issue:64235", "issue:64244", "issue:64541", "issue:64549", "issue:65078", "issue:65082", "issue:65921", "issue:66391", "issue:66486", "issue:66582", "issue:66822", "issue:66858", "issue:66860", "issue:67260", "issue:67469" ], "soft_pairs": [ "issue:66391|issue:66582", "issue:65078|issue:67469", "issue:64541|issue:67260", "issue:64244|issue:66486", "issue:63516|issue:64235", "issue:64549|issue:66822", "issue:62472|issue:63923", "issue:65082|issue:65921", "issue:66858|issue:66860" ], "prepared_review_unit_hash": "80fc398ea739d0befb58aa49b42d669b97cdaf6745126c8a8b6d7bb63d459bad", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13643, "estimated_input_tokens": 3411, "estimated_eval_tokens": 7078 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly heterogeneous and does not form one duplicate family. Only the Telegram/google-gemini-cli persistence pair looks like the same underlying bug; the other soft pairs are related only at a broad subsystem level and should stay separate.", "confidence": 0.74, "canonical_issue_reason": "issue:67469 is the best canonical issue for the one real duplicate pair because it states the broad persistence failure directly: replies are not saved to OpenClaw session transcripts / WebUI history.", "canonical_pr_reason": null, "best_issue_reason": "issue:67469 is the strongest representative issue overall: it is the clearest, broadest description of the shared transcript/history persistence bug, while issue:65078 is a narrower symptom report tied to a specific provider/version.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66391", "right": "issue:66582", "accept": false, "reason": "Different bugs: one is a TUI session-id/tool-call failure on local Ollama models, the other is a generic Active Memory issue. No shared code-path or concrete duplicate symptom." }, { "left": "issue:65078", "right": "issue:67469", "accept": true, "reason": "Same underlying persistence bug for google-gemini-cli: replies/transcript entries are not being saved or shown in the Web UI/history; 65078 is a narrower symptom after upgrade, 67469 states the broader failure." }, { "left": "issue:64541", "right": "issue:67260", "accept": false, "reason": "Both mention Ollama but the failures differ: first-turn slowness/timeouts versus fallback in a long-lived Telegram session. Not the same concrete code path." }, { "left": "issue:64244", "right": "issue:66486", "accept": false, "reason": "Both involve the image tool, but one is routing the request to the wrong endpoint and the other is an unknown-model error when imageModel is local. Different bugs." }, { "left": "issue:63516", "right": "issue:64235", "accept": false, "reason": "Telegram polling stalls are not the same as sendMessage network failures. Different operations and failure modes." }, { "left": "issue:64549", "right": "issue:66822", "accept": false, "reason": "Both touch memorySearch indexing, but one is file watching/auto-indexing and the other is concurrency throttling during remote indexing. Not the same issue." }, { "left": "issue:62472", "right": "issue:63923", "accept": false, "reason": "Context-window persistence across providers and auto-compaction behavior are related, but they describe different bugs and different triggers. Not mergeable as one duplicate." }, { "left": "issue:65082", "right": "issue:65921", "accept": false, "reason": "Package contents missing a QA file versus ACP launcher path resolution after update are separate packaging/path problems." }, { "left": "issue:66858", "right": "issue:66860", "accept": false, "reason": "66858 is a broad umbrella over several continuity gaps; 66860 is a specific delegated restart-recovery pruning bug. Related, but not the same underlying change or concrete defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 99, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53231", "issue:53374", "issue:53384", "issue:63429", "issue:63910", "issue:63968", "issue:64352", "issue:65117", "issue:65297", "issue:65343", "issue:65451", "issue:65663", "issue:65698", "issue:66741", "issue:66858", "issue:66859", "issue:67327", "issue:67478" ], "soft_pairs": [ "issue:66858|issue:66859", "issue:63968|issue:67478", "issue:53384|issue:65663", "issue:53231|issue:66741", "issue:65698|issue:67327", "issue:64352|issue:65297", "issue:65117|issue:65451", "issue:63429|issue:63910", "issue:53374|issue:65343" ], "prepared_review_unit_hash": "626befe41129b34fac2129e67d993f45b70757d420ac7d2b65281faf8ac51c30", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13761, "estimated_input_tokens": 3441, "estimated_eval_tokens": 7138 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mixed cluster with two likely duplicate subgroups: WhatsApp outbound media loss and memory-wiki bridge artifact counts. The remaining issues are distinct bugs spanning Ollama timeouts/hangs, packaging, Telegram media delivery, streaming, and restart reliability.", "confidence": 0.86, "canonical_issue_reason": "No single canonical issue for the whole cluster: it splits into multiple unrelated bugs. If a representative is needed for the strongest duplicate subgroup, 65698 is the best root-cause report for the memory-wiki artifact-count regression.", "canonical_pr_reason": null, "best_issue_reason": "65698 is the strongest issue in the memory-wiki subgroup because it states the concrete root cause (publicArtifacts not restored on cached registry loads) rather than only the zero-count symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66858", "right": "issue:66859", "accept": false, "reason": "Related restart/recovery area, but 66858 is a broad continuity umbrella while 66859 is a specific restart-handoff/archive failure; not the same concrete bug." }, { "left": "issue:63968", "right": "issue:67478", "accept": false, "reason": "Unrelated failures: missing QA file breaks openclaw qa, while the droplet issue is a root-run guard/state-corruption problem." }, { "left": "issue:53384", "right": "issue:65663", "accept": false, "reason": "Different code paths: streaming parser dropping text on [thinking,text] versus Azure Responses API 400 replay/history validation." }, { "left": "issue:53231", "right": "issue:66741", "accept": false, "reason": "Both involve memory, but one is status/scope-denied behavior and the other is vector backend initialization/chunks_vec creation; not the same bug." }, { "left": "issue:65698", "right": "issue:67327", "accept": true, "reason": "Same memory-wiki bridge artifact-count regression: both report zero artifacts despite populated memory, and 65698 names the likely root cause in cached registry state restoration." }, { "left": "issue:64352", "right": "issue:65297", "accept": false, "reason": "Both are media-send regressions, but one is WhatsApp and the other is Telegram; different transport paths and bugs." }, { "left": "issue:65117", "right": "issue:65451", "accept": true, "reason": "Same WhatsApp outbound media bug: both describe image sends losing media with hasMedia:false on the send path." }, { "left": "issue:63429", "right": "issue:63910", "accept": false, "reason": "Completely different problems: Ollama provider lookup error versus bash completions packaging/install path error." }, { "left": "issue:53374", "right": "issue:65343", "accept": false, "reason": "Both mention Ollama, but one is a Telegram-session gateway hang and the other is a provider-wide 120s timeout; insufficient evidence of one concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 100, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53310", "issue:53578", "issue:62470", "issue:62819", "issue:62958", "issue:63897", "issue:63937", "issue:63999", "issue:64433", "issue:64523", "issue:64541", "issue:64710", "issue:64914", "issue:65247", "issue:65314", "issue:65450", "issue:65533", "issue:66460" ], "soft_pairs": [ "issue:63897|issue:66460", "issue:53578|issue:62470", "issue:64541|issue:65314", "issue:64914|issue:65450", "issue:62958|issue:64710", "issue:53310|issue:62819", "issue:63999|issue:65533", "issue:63937|issue:64433", "issue:64523|issue:65247" ], "prepared_review_unit_hash": "b9c9a9e43746674d9b7cb9922c17beb3cd4ae44e10038ad029b31b6b4da030e1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13609, "estimated_input_tokens": 3403, "estimated_eval_tokens": 7062 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The proposed soft pairs are only superficially similar; they appear to be distinct bugs in different code paths, channels, or model/runtime combinations. No duplicate cluster emerges from this set.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue is justified here because the items are distinct bugs with only broad topical overlap.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue: none of the issues is a convincing representative duplicate target for the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63897", "right": "issue:66460", "accept": false, "reason": "Different failure modes: session cleanup pruning stale sessionFile entries vs cron-owned exec completion being relayed by heartbeat." }, { "left": "issue:53578", "right": "issue:62470", "accept": false, "reason": "Different products and symptoms: OAuth slowdown after upgrade vs empty replies from a specific Gemini preview model with thinkingConfig." }, { "left": "issue:64541", "right": "issue:65314", "accept": false, "reason": "Both involve Ollama timeouts, but one is first-turn slowness in a session and the other is general agent-mode timeout; not enough evidence of the same code-path bug." }, { "left": "issue:64914", "right": "issue:65450", "accept": false, "reason": "Unrelated issues: provider contextWindow being ignored vs image tool reporting unknown model after an upgrade." }, { "left": "issue:62958", "right": "issue:64710", "accept": false, "reason": "Both mention agent/Ollama timeouts, but one is macOS/local-Ollama hangs and the other is a specific model timing out while direct API works; too different to merge." }, { "left": "issue:53310", "right": "issue:62819", "accept": false, "reason": "Both are cron announcement delivery problems, but they target different channels and errors (Feishu parse failure vs QQ isolated-session send failure)." }, { "left": "issue:63999", "right": "issue:65533", "accept": false, "reason": "Both concern message rendering/history, but one leaks raw tool-call XML into chat while the other omits reasoning from plain-text turns." }, { "left": "issue:63937", "right": "issue:64433", "accept": false, "reason": "Both are plugin/load-time problems, but one crashes on eager SecretRef resolution and the other fails in setup-runtime due to bundled entry mismatch." }, { "left": "issue:64523", "right": "issue:65247", "accept": false, "reason": "Both involve WebChat/UI transcript handling, but one re-injects assistant replies as user input and the other leaks synthetic repair messages during replay; different bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 101, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53374", "issue:53618", "issue:53751", "issue:53761", "issue:63092", "issue:63980", "issue:64352", "issue:64710", "issue:64833", "issue:64839", "issue:64861", "issue:65002", "issue:65420", "issue:65742", "issue:66074", "issue:66242", "issue:67032", "issue:67327" ], "soft_pairs": [ "issue:66074|issue:66242", "issue:63980|issue:65420", "issue:53618|issue:67032", "issue:64352|issue:65002", "issue:53374|issue:64710", "issue:64839|issue:65742", "issue:53751|issue:53761", "issue:64833|issue:64861", "issue:63092|issue:67327" ], "prepared_review_unit_hash": "7612f97f1585bcc8df885977f0c87d3cc59e5683089b4a3bce7e8fed88d77c94", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13461, "estimated_input_tokens": 3366, "estimated_eval_tokens": 6988 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly clean issue-level duplicate pairs across separate subsystems. I\u2019d merge the clearly same-bug pairs, but keep the SSRF and Google-image cases separate because the concrete failure modes differ.", "confidence": 0.87, "canonical_issue_reason": "issue:64861 is the clearest, most self-contained report in this set: it directly names the OpenAI Codex invalid_scope auth regression and is a strong duplicate target for the more verbose sibling report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64861 is the best overall representative issue here because it is precise, narrowly scoped, and directly tied to a concrete failure path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66074", "right": "issue:66242", "accept": false, "reason": "Both are browser/SSRF-policy failures, but one is a managed-profile no-config regression and the other is Android/Termux-specific. Same subsystem, not clearly the same bug." }, { "left": "issue:63980", "right": "issue:65420", "accept": true, "reason": "Both describe the same iMessage DM echo/self-chat misclassification problem in the channel\u2019s from-me filtering path." }, { "left": "issue:53618", "right": "issue:67032", "accept": true, "reason": "Same underlying webchat control UI issue: image upload is missing. The lag mention in 67032 looks like an extra symptom, not a different bug." }, { "left": "issue:64352", "right": "issue:65002", "accept": true, "reason": "Both point to the WhatsApp outbound media pipeline dropping media and sending text only; same concrete delivery-path regression." }, { "left": "issue:53374", "right": "issue:64710", "accept": true, "reason": "Both describe Ollama requests timing out/hanging through the agent path while direct API use works, suggesting the same timeout/hang bug." }, { "left": "issue:64839", "right": "issue:65742", "accept": false, "reason": "They both mention Unknown model, but one is image generation on bailian with blocked QQ media URLs and the other is pdf-tool/provider registration. Too different to treat as one bug." }, { "left": "issue:53751", "right": "issue:53761", "accept": false, "reason": "Both are Google image-generation regressions, but one is a 404/auth-header failure and the other is a missing provider registration. Not the same concrete code path." }, { "left": "issue:64833", "right": "issue:64861", "accept": true, "reason": "Same OpenAI Codex OAuth failure centered on invalid_scope for model.request; 64833 is the more misleading description of the same auth problem." }, { "left": "issue:63092", "right": "issue:67327", "accept": true, "reason": "Both report memory-wiki bridge/doctor/status showing zero bridge artifacts despite populated memory, which is the same underlying bridge import issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 102, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53466", "issue:62868", "issue:62875", "issue:62903", "issue:64541", "issue:64710", "issue:64852", "issue:64976", "issue:65043", "issue:65045", "issue:65050", "issue:65742", "issue:66487", "issue:66492", "issue:66674", "issue:66728", "issue:67353" ], "soft_pairs": [ "issue:53233|issue:64852", "issue:62875|issue:62903", "issue:64976|issue:65043", "issue:66728|issue:67353", "issue:62868|issue:62903", "issue:65742|issue:66674", "issue:64541|issue:64710", "issue:66487|issue:66492", "issue:65050|issue:65742", "issue:53466|issue:65045" ], "prepared_review_unit_hash": "b565bb7a9483bdf1c1bb97596a4e66f733cd218c7d506dbf4dd4b03c41191c37", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13791, "estimated_input_tokens": 3448, "estimated_eval_tokens": 7152 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are not duplicates; the strongest matches are the Telegram 2026.4.7 bundled-plugin regression reports and the onboarding crash reports. The other pairs appear to describe different bugs in the same general area rather than the same underlying issue.", "confidence": 0.78, "canonical_issue_reason": "issue:62903 is the broadest Telegram 2026.4.7 regression report and best captures the shared bundled-plugin failure plus the downstream doctor/config fallout, making it the strongest representative of that duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "issue:62903 is the best issue candidate overall because it most completely describes the Telegram bundle breakage and subsumes the other Telegram reports more cleanly than the narrower symptom-only tickets.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53233", "right": "issue:64852", "accept": false, "reason": "Different providers and failure modes: Anthropic cooldown leaking to Vertex fallback vs Vertex auth returning 401 CREDENTIALS_MISSING." }, { "left": "issue:62875", "right": "issue:62903", "accept": true, "reason": "Same 2026.4.7 Telegram bundled-plugin regression; both report the package/bundle being incomplete and breaking the plugin." }, { "left": "issue:64976", "right": "issue:65043", "accept": false, "reason": "Both are messaging-related but the bugs differ: NO_REPLY handling in announce delivery vs a Slack thread-routing leak to top-level channel posts." }, { "left": "issue:66728", "right": "issue:67353", "accept": true, "reason": "Same onboarding crash path around skipping channel selection; one report names the crash, the other exposes the trim/undefined exception behind it." }, { "left": "issue:62868", "right": "issue:62903", "accept": true, "reason": "Same Telegram bundled-plugin packaging regression after 2026.4.7; the missing channel.setup.js reference fits the broader bundle breakage." }, { "left": "issue:65742", "right": "issue:66674", "accept": false, "reason": "Different subsystems and symptoms: custom-provider PDF model lookup vs raw HTML error being misreported as DNS failure." }, { "left": "issue:64541", "right": "issue:64710", "accept": false, "reason": "Both involve Ollama timeouts, but one is a first-turn slow/heavy-model regression while the other is an agent-vs-direct-API timeout mismatch." }, { "left": "issue:66487", "right": "issue:66492", "accept": false, "reason": "Related heartbeat/replay area, but the reported failures are different: dropped completion payload vs a confused Discord relay reply when async context is missing." }, { "left": "issue:65050", "right": "issue:65742", "accept": false, "reason": "Different bug classes: Codex vision turns stalling with image tools exposed vs PDF tool rejecting a custom provider model." }, { "left": "issue:53466", "right": "issue:65045", "accept": false, "reason": "Both are OAuth-related, but one is credential overwrite/re-auth corruption and the other is a macOS invalid_scope failure; not the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 103, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62699", "issue:62898", "issue:62905", "issue:63516", "issue:64288", "issue:64454", "issue:65210", "issue:65375", "issue:65450", "issue:65595", "issue:65656", "issue:65921", "issue:66263", "issue:66397", "issue:66459", "issue:67241", "issue:67564" ], "soft_pairs": [ "issue:63516|issue:67564", "issue:62898|issue:62905", "issue:65450|issue:65595", "issue:65210|issue:66263", "issue:65375|issue:65656", "issue:64454|issue:67241", "issue:63516|issue:64288", "issue:62699|issue:65921", "issue:66397|issue:66459" ], "prepared_review_unit_hash": "226ffa85629bd8b62e809c9c31562c3e6b29c6e6ec403d91cc93bbed92db5bee", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12933, "estimated_input_tokens": 3234, "estimated_eval_tokens": 6724 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Loose semantic cluster with several separate duplicate-like pairs, but no single shared root cause across all issues. The clearest matches are the Telegram polling stall pair, the image model prefix pair, the compaction/usage pair, and the bundled channel-plugin path regression pair; the remaining items look unrelated.", "confidence": 0.68, "canonical_issue_reason": "Issue 62898 is the broadest and clearest representative of the bundled channel-plugin startup regression: it names the release, the broken `./src/` path resolution, and the all-channel-plugin impact.", "canonical_pr_reason": null, "best_issue_reason": "Issue 62898 is the best overall issue representative for this cluster because it captures the most general, release-wide failure mode and cleanly subsumes the more specific Telegram bundle startup report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63516", "right": "issue:67564", "accept": false, "reason": "Both are Telegram-related long-poll stalls, but they point to different integrations and failure details; not enough evidence of the same concrete bug." }, { "left": "issue:62898", "right": "issue:62905", "accept": true, "reason": "Both describe the same v2026.4.7 bundle/path regression: non-existent `./src/` references and missing bundled `src/channel.setup.js` causing plugin startup failures." }, { "left": "issue:65450", "right": "issue:65595", "accept": true, "reason": "These look like the same image-tool regression: model names are being prefixed/rewritten as `openai/`, which explains the later \"Unknown model\" failure on affected providers." }, { "left": "issue:65210", "right": "issue:66263", "accept": true, "reason": "The token-usage N/A / auto-compression failure report appears to be the user-facing symptom of the same stale-or-unknown usage state after native compaction." }, { "left": "issue:65375", "right": "issue:65656", "accept": false, "reason": "Both are LINE bugs with 429 in the title, but one is blocked webhook response handling while the other is reply-content routing/dropping for text+table payloads." }, { "left": "issue:64454", "right": "issue:67241", "accept": false, "reason": "Different subsystems and failure modes: Slack thread routing vs BlueBubbles attachment download hook incompatibility." }, { "left": "issue:63516", "right": "issue:64288", "accept": true, "reason": "Both report the same Telegram polling stall problem, with runner stop/heartbeat-failure symptoms versus delayed/missed delivery symptoms." }, { "left": "issue:62699", "right": "issue:65921", "accept": false, "reason": "Both involve ACP/acpx, but one is session recovery/queue-owner availability and the other is bundled launcher path resolution after update; different code paths." }, { "left": "issue:66397", "right": "issue:66459", "accept": false, "reason": "Different channels and different breakpoints: Discord continuation/compaction answer loss versus Telegram outbound send suppression for a `[thinking,text]` turn." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 104, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53705", "issue:53755", "issue:53927", "issue:64117", "issue:64326", "issue:64581", "issue:65042", "issue:65564", "issue:65652", "issue:65742", "issue:66487", "issue:66533", "issue:66693", "issue:66768", "issue:66982", "issue:67100", "issue:67546" ], "soft_pairs": [ "issue:64117|issue:65042", "issue:64326|issue:66768", "issue:53927|issue:67546", "issue:53755|issue:65742", "issue:66693|issue:67100", "issue:66487|issue:66982", "issue:65564|issue:66533", "issue:53705|issue:64581", "issue:65564|issue:65652" ], "prepared_review_unit_hash": "6880292e9440ef6bb15910dcc037dfba99c88078afcb1884726476e03279cbb0", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12668, "estimated_input_tokens": 3167, "estimated_eval_tokens": 6590 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the two onboarding \"Cannot read properties of undefined (reading 'trim')\" reports. The rest are at best loosely related by subsystem or symptom and should stay separate.", "confidence": 0.92, "canonical_issue_reason": "issue:67100 is the clearest representative of the onboarding trim TypeError: it names the onboarding channel-selection path explicitly and is the more specific duplicate target.", "canonical_pr_reason": null, "best_issue_reason": "issue:67100 is the strongest issue anchor in this set because it is specific, concise, and clearly describes the concrete failure mode.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64117", "right": "issue:65042", "accept": false, "reason": "Both mention port binding conflicts, but they are different features with different failure contexts; not the same underlying bug." }, { "left": "issue:64326", "right": "issue:66768", "accept": false, "reason": "One is an Ollama token-count/accounting bug; the other is about empty completed turns in a packaged image. Different code paths." }, { "left": "issue:53927", "right": "issue:67546", "accept": false, "reason": "A BlueBubbles webhook 404 is unrelated to a generic onboarding bug." }, { "left": "issue:53755", "right": "issue:65742", "accept": false, "reason": "Both involve model lookup, but one is a catalog /models listing issue and the other is a pdf tool custom-provider resolution failure; not the same bug." }, { "left": "issue:66693", "right": "issue:67100", "accept": true, "reason": "Both report the same onboarding channel-selection TypeError on trim(undefined), differing mainly in wording and scope." }, { "left": "issue:66487", "right": "issue:66982", "accept": false, "reason": "These are both exec/heartbeat-related, but one loses completion payload in the prompt while the other creates orphan sessions with missing context; too different to merge." }, { "left": "issue:65564", "right": "issue:66533", "accept": false, "reason": "Related to heartbeat/session handling, but one is transcript-file reuse after sessionId rotation and the other is a UI selector labeling problem; not clearly the same code defect." }, { "left": "issue:53705", "right": "issue:64581", "accept": false, "reason": "Both mention workspace confusion, but one is destructive delete behavior and the other is wrong workspace injected into a prompt; distinct bugs." }, { "left": "issue:65564", "right": "issue:65652", "accept": false, "reason": "Heartbeat/session rotation and dreaming-on-heartbeat are different behaviors with different failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 105, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:53582", "issue:63429", "issue:63910", "issue:64326", "issue:64523", "issue:64798", "issue:64861", "issue:64894", "issue:65314", "issue:65341", "issue:65834", "issue:65843", "issue:66480", "issue:66872", "issue:67032", "issue:67248", "issue:67469" ], "soft_pairs": [ "issue:66480|issue:67032", "issue:53582|issue:64523", "issue:53249|issue:67248", "issue:66872|issue:67469", "issue:64326|issue:65314", "issue:63910|issue:64798", "issue:65341|issue:65834", "issue:64861|issue:64894", "issue:63429|issue:65843" ], "prepared_review_unit_hash": "5d3211ed0bf4764490c38116b7b7811d5c3589a5139972e3fb94c3243af5dcef", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13211, "estimated_input_tokens": 3303, "estimated_eval_tokens": 6862 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one clear duplicate pair stands out: the two OpenAI Codex auth/login issues with the same `invalid_scope` / `model.request` failure. The other soft pairs share a subsystem or vague symptom area, but they do not look like the same concrete bug or change.", "confidence": 0.91, "canonical_issue_reason": "Issue 64894 is the better canonical issue: it is the more explicit, user-facing report of the same Codex OAuth `invalid_scope` / `model.request` failure and is already closed.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64894 is the best global issue candidate because its title is the clearest and most specific description of the duplicated auth/login bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66480", "right": "issue:67032", "accept": false, "reason": "Both concern Control UI webchat image upload, but 67032 also includes message-display lag and reads like a broader mixed report rather than the same single bug/feature request." }, { "left": "issue:53582", "right": "issue:64523", "accept": false, "reason": "Both describe message loops, but one is iMessage self-chat/NO_REPLY behavior and the other is webchat assistant re-injection; different channels and code paths." }, { "left": "issue:53249", "right": "issue:67248", "accept": false, "reason": "Both mention subagent/runtime attachment behavior, but one is about `mountPath` being ignored while the other is an ACP-only `streamTo` failure under GPT-5.4; not the same bug." }, { "left": "issue:66872", "right": "issue:67469", "accept": false, "reason": "Different providers and symptoms: Codex harness status misreports missing providers versus Gemini replies not being persisted to transcripts/history." }, { "left": "issue:64326", "right": "issue:65314", "accept": false, "reason": "Same Ollama provider area, but one is a token-limit accounting bug and the other is a timeout in agent mode; these are distinct failures." }, { "left": "issue:63910", "right": "issue:64798", "accept": false, "reason": "Unrelated: bash completion install error versus a vague 'No plugin updates needed' report." }, { "left": "issue:65341", "right": "issue:65834", "accept": false, "reason": "No overlap beyond being bug reports; the empty-titled issue is not demonstrably the same cron reconciliation problem." }, { "left": "issue:64861", "right": "issue:64894", "accept": true, "reason": "Same underlying OpenAI Codex OAuth bug: both report `invalid_scope` tied to `model.request` on 2026.4.10." }, { "left": "issue:63429", "right": "issue:65843", "accept": false, "reason": "Different memory/provider vs ACP pairing failure issues; they do not describe the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 106, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53686", "issue:53959", "issue:62623", "issue:63516", "issue:63787", "issue:64293", "issue:64326", "issue:64932", "issue:65035", "issue:65152", "issue:65524", "issue:65581", "issue:65645", "issue:65674", "issue:66203", "issue:66833", "issue:67334", "issue:67454" ], "soft_pairs": [ "issue:66203|issue:67334", "issue:53686|issue:63516", "issue:63787|issue:64932", "issue:64293|issue:65581", "issue:64326|issue:65645", "issue:53959|issue:65152", "issue:62623|issue:65035", "issue:66833|issue:67454", "issue:65524|issue:65674" ], "prepared_review_unit_hash": "1382c5e86180811f2ed698770d35fb088d4907d299d2ec52ef362a3026faf4e1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13419, "estimated_input_tokens": 3355, "estimated_eval_tokens": 6966 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not one coherent duplicate cluster; it splits into several unrelated bug themes. The only plausible duplicate subclusters are the OpenAI/Codex tool-call regression pair and the OpenRouter empty-payload/stream-parsing pair.", "confidence": 0.84, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single global canonical issue stands out because the set is heterogeneous; if forced, 65152 is the strongest anchor since it most clearly describes a concrete provider/tool-call regression and has the clearest duplicate-like counterpart.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66203", "right": "issue:67334", "accept": false, "reason": "Different bugs: Cron tool corrupting model IDs vs Ollama timeout/session timeout; same broad product area but not the same failure mode." }, { "left": "issue:53686", "right": "issue:63516", "accept": false, "reason": "Both involve Telegram, but one is outbound API calls failing while the other is inbound polling stalls; opposite code paths and symptoms." }, { "left": "issue:63787", "right": "issue:64932", "accept": false, "reason": "Both mention QA scenario pack/completion, but one is path resolution in the completion command and the other is a missing index.md causing cache generation failure; not the same bug." }, { "left": "issue:64293", "right": "issue:65581", "accept": false, "reason": "Heartbeat config leakage and duplicate Discord messages are unrelated symptoms in different subsystems." }, { "left": "issue:64326", "right": "issue:65645", "accept": false, "reason": "Ollama token-counting/compaction and model-listing/UI discovery are separate issues." }, { "left": "issue:53959", "right": "issue:65152", "accept": true, "reason": "Both describe the same OpenAI Codex/provider regression where tool definitions/function calls are missing, so tools never execute." }, { "left": "issue:62623", "right": "issue:65035", "accept": false, "reason": "Slack attachment download failure and doctor --fix rewriting Discord streaming config are unrelated." }, { "left": "issue:66833", "right": "issue:67454", "accept": true, "reason": "Both point to OpenRouter response handling producing empty assistant payloads; 66833 names the concrete reasoning_details/stream parsing bug, and 67454 reports the same symptom across surfaces." }, { "left": "issue:65524", "right": "issue:65674", "accept": false, "reason": "Deleted-session access control and self-modifying critical config protection are different security bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 107, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53464", "issue:54077", "issue:62671", "issue:62699", "issue:62762", "issue:64274", "issue:64402", "issue:64549", "issue:64581", "issue:64911", "issue:65318", "issue:65801", "issue:66203", "issue:66459", "issue:66487", "issue:67030", "issue:67469" ], "soft_pairs": [ "issue:62671|issue:66459", "issue:62762|issue:64911", "issue:62699|issue:65801", "issue:64274|issue:66203", "issue:65318|issue:67469", "issue:53233|issue:53464", "issue:54077|issue:64402", "issue:66487|issue:67030", "issue:64549|issue:64581" ], "prepared_review_unit_hash": "fed32865c8e2bbadd85e7d746f553556840c09a1a8a6c64f718649c2f01a1728", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13429, "estimated_input_tokens": 3358, "estimated_eval_tokens": 6972 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All nine soft pairs are false positives: they share only broad subsystem names or product families, not the same concrete bug. No canonical issue or PR stands out from this set.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62671", "right": "issue:66459", "accept": false, "reason": "Both involve outbound messaging, but one is an iMessage routing regression and the other is a Telegram send/persistence failure; different transport paths and failure modes." }, { "left": "issue:62762", "right": "issue:64911", "accept": false, "reason": "Both mention gateway startup/connectivity, but one is a 1006 closed-before-connect repro and the other is a readiness race for CLI RPCs after restart; not the same bug." }, { "left": "issue:62699", "right": "issue:65801", "accept": false, "reason": "Shared ACP terminology, but one is persistent-session recovery/queue-owner failure and the other is generic message delivery into ACP; too different to merge." }, { "left": "issue:64274", "right": "issue:66203", "accept": false, "reason": "Unrelated domains: MiniMax auth profile resolution vs Cron tool model-ID corruption." }, { "left": "issue:65318", "right": "issue:67469", "accept": false, "reason": "Both mention Gemini CLI, but one is OAuth/provider breakage and the other is transcript/history persistence; separate code paths and symptoms." }, { "left": "issue:53233", "right": "issue:53464", "accept": false, "reason": "Both are Anthropic-related, but one is rate-limit fallback propagation and the other is setup-token paste truncation; unrelated underlying bugs." }, { "left": "issue:54077", "right": "issue:64402", "accept": false, "reason": "Both involve Discord capabilities, but one is missing a message tool in DMs and the other is missing/documentation issues for create actions; not the same defect." }, { "left": "issue:66487", "right": "issue:67030", "accept": false, "reason": "Both are Heartbeat-related, but one drops exec-event completion payloads while the other relays failed exec notifications and persona/language issues; distinct failures." }, { "left": "issue:64549", "right": "issue:64581", "accept": false, "reason": "Different subsystems: memorySearch indexing/watch behavior vs SSH sandbox workspace injection into the system prompt." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 108, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62472", "issue:62623", "issue:62783", "issue:63033", "issue:63396", "issue:64686", "issue:64933", "issue:64938", "issue:65329", "issue:65465", "issue:65498", "issue:65515", "issue:66405", "issue:66961", "issue:66978", "issue:67177", "issue:67576" ], "soft_pairs": [ "issue:64938|issue:66961", "issue:62472|issue:65465", "issue:63396|issue:65329", "issue:63033|issue:66405", "issue:65498|issue:66978", "issue:62623|issue:67177", "issue:64686|issue:64933", "issue:62783|issue:67576", "issue:64933|issue:65515" ], "prepared_review_unit_hash": "3566a8ea2247a31e989a1fbaa648eec45c398479ea4647a550e5c504e41e5955", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13013, "estimated_input_tokens": 3254, "estimated_eval_tokens": 6764 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports with a few superficially similar pairs. None of the soft edges look like true duplicates under a strict same-root-cause standard.", "confidence": 0.9, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue is a good canonical representative because the cluster spans multiple distinct bugs across different subsystems and failure modes.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64938", "right": "issue:66961", "accept": false, "reason": "Both are about codex/provider/model registration, but one is a gateway startup registration bug and the other is models.json generation / allowlist filtering. Different root causes and not one fixable PR." }, { "left": "issue:62472", "right": "issue:65465", "accept": false, "reason": "Both mention token/window or reserve behavior, but one is about persisted context metadata across providers and the other is Ollama compaction prechecks ignoring reserve config. Different code paths." }, { "left": "issue:63396", "right": "issue:65329", "accept": false, "reason": "Both involve Teams file handling, but one is a Node 24 undici dispatcher incompatibility for SharePoint downloads and the other is DM attachment/image drops. Related area, not the same bug." }, { "left": "issue:63033", "right": "issue:66405", "accept": false, "reason": "The first is a webchat TTS payload mismatch; the second is a broad multimedia/file I/O regression report. Too broad and not the same underlying defect." }, { "left": "issue:65498", "right": "issue:66978", "accept": false, "reason": "Both concern missing final completion payloads, but the triggers differ: heartbeat/exec-completion interruption versus session_spawn run-mode timeout while child work continues. Not clearly the same bug." }, { "left": "issue:62623", "right": "issue:67177", "accept": false, "reason": "Both are DM attachment download failures, but they affect different integrations (Slack vs Teams) and different download mechanics." }, { "left": "issue:64686", "right": "issue:64933", "accept": false, "reason": "Both are false warnings in status output, but they are about different checks and different data paths: provenance warning vs plugins.allow empty warning." }, { "left": "issue:62783", "right": "issue:67576", "accept": false, "reason": "Both mention OpenRouter, but one is an auth/user lookup failure in isolated cron sessions and the other is model string/provider selection falling back to openai-codex. Different bugs." }, { "left": "issue:64933", "right": "issue:65515", "accept": false, "reason": "Same general warning family, but one is about plugins.allow for auto-discovered extensions and the other is a false provenance warning for ouraclaw. Distinct issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 109, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53475", "issue:53480", "issue:53540", "issue:63128", "issue:64541", "issue:64788", "issue:65067", "issue:65521", "issue:65528", "issue:66050", "issue:66099", "issue:66510", "issue:66582", "issue:66607", "issue:66885", "issue:66901", "issue:67482" ], "soft_pairs": [ "issue:53480|issue:66607", "issue:64788|issue:65528", "issue:64541|issue:66582", "issue:53540|issue:66885", "issue:64788|issue:65521", "issue:53475|issue:63128", "issue:65067|issue:67482", "issue:66050|issue:66099", "issue:66510|issue:66901" ], "prepared_review_unit_hash": "57066ce52d2a384a19ec1309be8268f6c95f026893315d12ff86b413048814d5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12772, "estimated_input_tokens": 3193, "estimated_eval_tokens": 6642 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a mix of unrelated bugs across macOS launchd/gateway startup, browser/CDP connectivity, UI state, onboarding, memory, and networking. Only the macOS LaunchAgent restart reports look like the same underlying defect; the rest are broad-similarity false positives.", "confidence": 0.97, "canonical_issue_reason": "Issue 53475 is the best canonical candidate for the one real duplicate pair: it names the exact macOS LaunchAgent/gateway SIGTERM respawn failure and the launchd 'on-demand-only mode' symptom, while 63128 is a later rewording of the same restart/bootstrap problem.", "canonical_pr_reason": null, "best_issue_reason": "53475 is the strongest representative of the only true duplicate pair in this set, but the overall cluster is too heterogeneous for a single global canonical issue to represent all items.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53480", "right": "issue:66607", "accept": false, "reason": "Both mention thinking defaults, but 53480 is a /reset regression that sets thinkingLevel=off and breaks tool calling, while 66607 is a UI display bug where the dropdown shows the wrong default. Different layers and symptoms." }, { "left": "issue:64788", "right": "issue:65528", "accept": false, "reason": "Related to macOS/launchd/browser management, but 64788 is a CDP connection failure when Chrome is launched via launchd, whereas 65528 is the browser process dying shortly after spawn. Different failure modes." }, { "left": "issue:64541", "right": "issue:66582", "accept": false, "reason": "64541 is an Ollama performance/timeout issue on the first heavy turn after large context buildup; 66582 is an 'Active Memory' bug. No shared concrete code path." }, { "left": "issue:53540", "right": "issue:66885", "accept": false, "reason": "53540 is an embedded runner network-loss problem after very large tool-result context, while 66885 is a Telegram polling/subagent timeout on Windows with an undici HTTP/2 root cause. Different subsystems." }, { "left": "issue:64788", "right": "issue:65521", "accept": false, "reason": "Both concern managed browser/CDP startup, but 64788 is Chrome running under launchd with unreachable CDP, while 65521 is Windows managed-browser launch where Chrome exits immediately and never binds CDP. Not the same bug." }, { "left": "issue:53475", "right": "issue:63128", "accept": true, "reason": "These describe the same macOS gateway/LaunchAgent restart failure: the process does not respawn/re-bootstrap after stop or restart, with launchd/bootstrap symptoms matching closely." }, { "left": "issue:65067", "right": "issue:67482", "accept": false, "reason": "65067 is a Windows 'openclaw onboard' failure, while 67482 is a trim() TypeError during the init wizard. Different entry points and error conditions." }, { "left": "issue:66050", "right": "issue:66099", "accept": false, "reason": "Both are CDP websocket reachability complaints, but 66050 says Chrome is already listening and the websocket cannot be reached, whereas 66099 is a post-start websocket reachability failure with no evidence they share the same concrete cause." }, { "left": "issue:66510", "right": "issue:66901", "accept": false, "reason": "Both involve typing/reading indicators in the UI, but 66510 is about the reading indicator disappearing during tool-first runs and 66901 is about assistant typing indicator missing on a new conversation. Similar UI area, not the same defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 110, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53244", "issue:53443", "issue:53542", "issue:53928", "issue:62699", "issue:63114", "issue:63361", "issue:64070", "issue:64291", "issue:64978", "issue:65208", "issue:65653", "issue:65974", "issue:66972", "issue:67029", "issue:67114", "issue:67130", "issue:67291" ], "soft_pairs": [ "issue:64070|issue:65974", "issue:53443|issue:67114", "issue:65653|issue:67029", "issue:67130|issue:67291", "issue:53928|issue:64291", "issue:64978|issue:65208", "issue:62699|issue:66972", "issue:63114|issue:63361", "issue:53244|issue:53542" ], "prepared_review_unit_hash": "8e3bca45d5554757462ebda258282180100733ab9917975a5bad7a3c73c4b5e2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13470, "estimated_input_tokens": 3368, "estimated_eval_tokens": 6992 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly mixed-topic. I only see two clear duplicate pairs: the Slack contract-api crash/fix pair, and the ACP stale-session recovery pair. The other suggested edges share broad subsystem keywords but not the same concrete bug path.", "confidence": 0.72, "canonical_issue_reason": "Issue 63114 is the clearest original bug report in the confirmed Slack duplicate pair; it captures the runtime crash symptom directly, while 63361 reads like the corresponding fix note.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63361 is the strongest single issue to keep as a reference because it is concise, closed, and explicitly names the remediation for the Slack contract API crash.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64070", "right": "issue:65974", "accept": false, "reason": "No concrete overlap: one is an ARM64 bundled-runtime-dep/doctor recovery problem, the other is an empty/placeholder bug title with no matching code path." }, { "left": "issue:53443", "right": "issue:67114", "accept": false, "reason": "Both are OpenClaw-related, but the symptoms differ: one is a gateway probe/loopback issue, the other is a Windows health/status hang after restart." }, { "left": "issue:65653", "right": "issue:67029", "accept": false, "reason": "Both mention memory-core dreaming/session cleanup, but one is about orphaned sessions never being cleaned up and the other is a missing-scope failure during cleanup; root cause is not clearly the same." }, { "left": "issue:67130", "right": "issue:67291", "accept": false, "reason": "Both are onboarding crashes, but the titles point to different failure modes and likely different root causes: incomplete bundled plugin meta vs undefined trim during channel setup." }, { "left": "issue:53928", "right": "issue:64291", "accept": false, "reason": "These are unrelated features: Bedrock credential loading in embedded hooks versus session replay truncation." }, { "left": "issue:64978", "right": "issue:65208", "accept": false, "reason": "Both involve Chrome startup/remote debugging, but one is a managed-startup false failure and the other is specifically missing the --remote-debugging-port flag on macOS." }, { "left": "issue:62699", "right": "issue:66972", "accept": true, "reason": "Both describe the same ACP session lifecycle failure: stale/thread-bound or queue-owned sessions prevent recovery and block new-session flow." }, { "left": "issue:63114", "right": "issue:63361", "accept": true, "reason": "Clear duplicate pair: 63114 reports the Slack contract-api crash, and 63361 is the fix that stubs legacyConfigRules to prevent that same crash." }, { "left": "issue:53244", "right": "issue:53542", "accept": false, "reason": "Both are npm/package-related plugin issues, but one is missing WhatsApp runtime modules and the other is a hardcoded plugin API version plus missing Control UI; not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 111, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53686", "issue:63897", "issue:64750", "issue:64991", "issue:65050", "issue:65318", "issue:65517", "issue:65645", "issue:66135", "issue:66641", "issue:66702", "issue:66833", "issue:67019", "issue:67109", "issue:67353", "issue:67469", "issue:67575" ], "soft_pairs": [ "issue:53494|issue:66135", "issue:53686|issue:65517", "issue:66641|issue:67353", "issue:64991|issue:65318", "issue:63897|issue:67469", "issue:65645|issue:67019", "issue:65050|issue:66702", "issue:66833|issue:67575", "issue:64750|issue:67109" ], "prepared_review_unit_hash": "d0cefd03b91dc28c1e020f5abadfdc4e3c7d4c43292a2718a7c7bde9f4ec32cb", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13650, "estimated_input_tokens": 3413, "estimated_eval_tokens": 7082 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, but there are likely duplicate pairs around the onboarding/trim undefined crash, the Gemini OAuth regression, and the OpenRouter payloads=0 turn failure. The rest look like distinct bugs in different subsystems or code paths.", "confidence": 0.74, "canonical_issue_reason": "No single canonical issue fits the entire set because the items split into several unrelated bug families (onboarding, Gemini OAuth, OpenRouter streaming, Telegram, vision, sessions, WhatsApp).", "canonical_pr_reason": null, "best_issue_reason": "If one issue must serve as the representative for the OpenRouter subgroup, issue 67575 is the cleanest broad symptom report: it clearly describes the user-visible failure (responses received but not returned, payloads=0, incomplete turn) without overfitting to one parser field.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53494", "right": "issue:66135", "accept": false, "reason": "Both involve session-like behavior, but one is about registerTool state loss after image messages and the other is about background exec/cron/print behavior; different failure modes and code paths." }, { "left": "issue:53686", "right": "issue:65517", "accept": false, "reason": "Both mention Telegram, but one is outbound API-call failure and the other is event-loop starvation blocking polling; same integration, not the same bug." }, { "left": "issue:66641", "right": "issue:67353", "accept": true, "reason": "Strong duplicate: both report the same undefined trim crash in onboarding/installer flows, with one happening at channel selection and the other even when skipping it." }, { "left": "issue:64991", "right": "issue:65318", "accept": true, "reason": "Likely the same Gemini OAuth regression in v2026.4.10; both say the Gemini CLI OAuth path is broken and can no longer communicate with the agent." }, { "left": "issue:63897", "right": "issue:67469", "accept": false, "reason": "One is a cleanup command incorrectly pruning valid sessions due to stale sessionFile paths; the other is reply persistence failing in transcripts/WebUI history. Related surface area, different bug." }, { "left": "issue:65645", "right": "issue:67019", "accept": false, "reason": "UI model list discovery is unrelated to garbled output from GLM-4.7; different symptom and likely different path." }, { "left": "issue:65050", "right": "issue:66702", "accept": false, "reason": "Both are vision-related, but one is a stall caused by exposed dynamic image tool during turns, while the other is contamination from stale injected/recent images; not the same underlying defect." }, { "left": "issue:66833", "right": "issue:67575", "accept": true, "reason": "Likely duplicate OpenRouter turn-processing failure: both center on payloads=0 / incomplete turns, with 66833 naming the parser miss on reasoning_details and 67575 describing the same no-return symptom." }, { "left": "issue:64750", "right": "issue:67109", "accept": false, "reason": "Different media bugs: WhatsApp send drops attachments, whereas Control UI/Webchat fails to render inbound images from session.message." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 112, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53878", "issue:62898", "issue:63184", "issue:64226", "issue:64475", "issue:65117", "issue:65125", "issue:65184", "issue:65200", "issue:65581", "issue:66125", "issue:66178", "issue:66202", "issue:66219", "issue:67199", "issue:67260", "issue:67423", "issue:67425" ], "soft_pairs": [ "issue:62898|issue:63184", "issue:65581|issue:66178", "issue:65184|issue:66219", "issue:67423|issue:67425", "issue:66125|issue:67199", "issue:64475|issue:65200", "issue:53878|issue:65125", "issue:66202|issue:67260", "issue:64226|issue:65117" ], "prepared_review_unit_hash": "ebebd799576ad87ceb8ee9acf49abbce50942a85e9886d75d7f26fab0c136830", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13461, "estimated_input_tokens": 3366, "estimated_eval_tokens": 6988 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous; only two pairs look like true duplicates: the setup-entry.js missing ./src path bug and the /new /reset model-override clearing bug. The remaining pairs share broad subsystems or symptoms but describe different underlying failures.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue for the whole cluster; it mixes unrelated bugs. The only clear duplicate subpairs are 62898/63184 and 64475/65200.", "canonical_pr_reason": null, "best_issue_reason": "65200 is the clearest representative of the /new and /reset model-override bug and the best duplicate target among the issues.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62898", "right": "issue:63184", "accept": true, "reason": "Same v2026.4.7 regression: setup-entry.js points at missing ./src paths and breaks the channel/Telegram plugin setup." }, { "left": "issue:65581", "right": "issue:66178", "accept": false, "reason": "Different bugs: duplicate Discord responses versus LM Studio printing raw MCP tool blocks." }, { "left": "issue:65184", "right": "issue:66219", "accept": false, "reason": "Same openclaw/systemd area, but different failures: missing unit on install versus secrets being re-embedded by repair." }, { "left": "issue:67423", "right": "issue:67425", "accept": false, "reason": "Different code paths: auth provider-key resolution versus embedded-runner liveness/replay failure." }, { "left": "issue:66125", "right": "issue:67199", "accept": false, "reason": "Both involve fallback logic, but one is proxy completion failure and the other is thinkingDefault propagation to the runner." }, { "left": "issue:64475", "right": "issue:65200", "accept": true, "reason": "Same underlying bug: /new and /reset should clear session model overrides." }, { "left": "issue:53878", "right": "issue:65125", "accept": false, "reason": "Both are macOS/openclaw-related, but LaunchAgent recovery and browser attach are unrelated bugs." }, { "left": "issue:66202", "right": "issue:67260", "accept": false, "reason": "Related to Ollama regressions, but the symptoms differ: post-upgrade model availability versus long-lived Telegram-session fallback." }, { "left": "issue:64226", "right": "issue:65117", "accept": false, "reason": "Both mention WhatsApp media sending, but one is a general silent failure and the other is a specific hasMedia:false outbound-image bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 113, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53871", "issue:62446", "issue:62911", "issue:62995", "issue:64732", "issue:64788", "issue:65035", "issue:65177", "issue:65314", "issue:65786", "issue:65997", "issue:66099", "issue:66253", "issue:66611", "issue:66621", "issue:66669", "issue:67032", "issue:67288" ], "soft_pairs": [ "issue:62911|issue:65314", "issue:62446|issue:66099", "issue:53871|issue:65035", "issue:65177|issue:65786", "issue:62995|issue:67288", "issue:66669|issue:67032", "issue:64732|issue:65997", "issue:64788|issue:66611", "issue:66253|issue:66621" ], "prepared_review_unit_hash": "f6ba827f87d1b7c1de9135e729937119d0caf63d9db9011dd7ec87364e7d8ff6", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13415, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous and splits into several smaller bug themes rather than one duplicate set. I would only merge the clearest same-root-cause pairs (Feishu migration, plugin allowlist/CLI gating, and browser CDP connection), and reject the rest as adjacent-but-distinct issues.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue: the items break into multiple unrelated subclusters (Feishu migration, plugin gating, browser CDP, webchat images, Ollama timeouts), so one issue does not represent the whole set.", "canonical_pr_reason": null, "best_issue_reason": "No clear global best issue for the whole cluster; the closest thing to a hub is one of the accepted subcluster members, but the overall set is too mixed to treat any issue as the canonical representative.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62911", "right": "issue:65314", "accept": false, "reason": "Both mention Ollama timeouts, but one is a gateway timeout vs direct curl and the other is agent-mode timeout; too broad and not clearly the same concrete failure path." }, { "left": "issue:62446", "right": "issue:66099", "accept": false, "reason": "Completely different bugs: missing module on install vs Chrome CDP websocket reachability." }, { "left": "issue:53871", "right": "issue:65035", "accept": false, "reason": "Both are upgrade/config migration regressions, but they target different channels and different rewrite paths (Telegram vs Discord streaming)." }, { "left": "issue:65177", "right": "issue:65786", "accept": true, "reason": "Strong duplicate: both describe the Feishu config migration problem after upgrade, with botName/name invalid-config symptoms on the same code path." }, { "left": "issue:62995", "right": "issue:67288", "accept": false, "reason": "Different Amazon Bedrock issues: auth/API-key detection with aws-sdk instance role vs unnecessary discovery gating." }, { "left": "issue:66669", "right": "issue:67032", "accept": false, "reason": "Both involve webchat images, but one is a rendering problem and the other combines upload missing with message lag; not clearly one bug." }, { "left": "issue:64732", "right": "issue:65997", "accept": true, "reason": "Same allowlist/CLI-gating bug: synthetic command IDs missing from plugins.allow breaks help/plugin surfaces on the same code path." }, { "left": "issue:64788", "right": "issue:66611", "accept": true, "reason": "Both are browser-plugin CDP connection failures in the attach/startup path and look like the same underlying browser connection bug." }, { "left": "issue:66253", "right": "issue:66621", "accept": false, "reason": "Different layers: backend attachment parsing drops images for a multimodal model, while the control UI issue is about rendering user-sent image attachments." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 114, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53464", "issue:53480", "issue:62623", "issue:62783", "issue:64226", "issue:64326", "issue:64352", "issue:64476", "issue:64973", "issue:65247", "issue:65430", "issue:65581", "issue:65810", "issue:66135", "issue:66176", "issue:66813", "issue:67199", "issue:67260" ], "soft_pairs": [ "issue:65810|issue:67260", "issue:62623|issue:65430", "issue:66135|issue:66813", "issue:64226|issue:64352", "issue:53480|issue:67199", "issue:64476|issue:64973", "issue:64326|issue:65581", "issue:53464|issue:62783", "issue:65247|issue:66176" ], "prepared_review_unit_hash": "374876495a36844d1352428668648f5bd93d373d74fa3b8221c4e6e7448f9e1f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13536, "estimated_input_tokens": 3384, "estimated_eval_tokens": 7024 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are clearly different bugs. The only likely duplicate is the two WhatsApp media-send reports, which describe the same 2026.4.5+ regression where media is not delivered. No PRs are present.", "confidence": 0.76, "canonical_issue_reason": "issue:64226 is the broader open report for the WhatsApp media-send regression; issue:64352 appears to be the narrower duplicate symptom report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64226 is the best representative issue because it is open, version-scoped, and describes the failure at a broader product level than the duplicate report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65810", "right": "issue:67260", "accept": false, "reason": "Both mention fallback behavior, but one is generic connection-error fallback and the other is a long-lived Telegram/Ollama session fallback; different code paths and symptoms." }, { "left": "issue:62623", "right": "issue:65430", "accept": false, "reason": "Different integrations and failures: Slack DM attachments vs BlueBubbles inbound image webhooks. Same general attachment theme, but not the same bug." }, { "left": "issue:66135", "right": "issue:66813", "accept": false, "reason": "Both involve background/cron behavior, but one is about wakeups and truncated CLI output while the other is a webchat heartbeat target bug blocking execution." }, { "left": "issue:64226", "right": "issue:64352", "accept": true, "reason": "Both report the same WhatsApp media-send regression in 2026.4.5+, with media not being delivered and only text going through." }, { "left": "issue:53480", "right": "issue:67199", "accept": false, "reason": "Both involve thinking-level propagation, but the affected surfaces differ: Discord /reset on Codex vs HTTP chat completions/embedded runner. Not the same concrete bug." }, { "left": "issue:64476", "right": "issue:64973", "accept": false, "reason": "Gateway-related, but different platforms and failure modes: Windows RPC timeouts vs macOS Talk Mode config/token mismatch and restart behavior." }, { "left": "issue:64326", "right": "issue:65581", "accept": false, "reason": "Unrelated issues: Ollama context-window accounting vs duplicate Discord message emission." }, { "left": "issue:53464", "right": "issue:62783", "accept": false, "reason": "Anthropic token paste truncation and OpenRouter auth failures in cron sessions are unrelated bugs." }, { "left": "issue:65247", "right": "issue:66176", "accept": false, "reason": "Both are WebChat UI issues, but one leaks synthetic repair messages during replay while the other briefly hides newly sent messages. Different defects." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 115, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53578", "issue:53949", "issue:62623", "issue:63428", "issue:63923", "issue:64043", "issue:64551", "issue:65652", "issue:65705", "issue:65721", "issue:66318", "issue:66510", "issue:66766", "issue:66768", "issue:66839", "issue:67035", "issue:67576" ], "soft_pairs": [ "issue:64551|issue:66839", "issue:65652|issue:65705", "issue:66768|issue:67576", "issue:63923|issue:66766", "issue:65721|issue:66318", "issue:63428|issue:64043", "issue:53949|issue:62623", "issue:66510|issue:67035", "issue:53578|issue:66768" ], "prepared_review_unit_hash": "4a3c8f0c76b0946ccefc3e3599501685dd9aae82530a7ba9a8483709b7ccac66", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12835, "estimated_input_tokens": 3209, "estimated_eval_tokens": 6674 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not one coherent duplicate cluster: it contains three real duplicate issue pairs and several unrelated lookalikes. The strongest matches are the macOS exec-host bug, the dreaming cron-job bug, and the gateway restart/recreation bug.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue cleanly represents the whole set because the items split into multiple unrelated subtopics. If forced to pick one representative, #64043 is the strongest anchor for a real duplicate pair: it is more complete, has more activity, and directly matches #63428.", "canonical_pr_reason": null, "best_issue_reason": "#64043 is the best single issue to keep as a representative of one genuine duplicate family, but it should not be treated as the canonical for the entire cluster because other items are unrelated.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64551", "right": "issue:66839", "accept": true, "reason": "Same underlying bug: macOS node is connected but does not advertise/provide system.run.prepare, so exec host=node fails. The titles describe the same missing capability on the same platform." }, { "left": "issue:65652", "right": "issue:65705", "accept": true, "reason": "Same bug in dreaming scheduling: the cron-style sweep retriggers on every heartbeat instead of running once per schedule, producing repeated empty sessions." }, { "left": "issue:66768", "right": "issue:67576", "accept": false, "reason": "Different problems: one is about empty completed turns in a container image build, the other about OpenRouter provider resolution falling back to openai-codex." }, { "left": "issue:63923", "right": "issue:66766", "accept": false, "reason": "Both mention limits/compaction, but they are different concrete bugs: auto-compaction triggering with custom contextWindow versus a UI/model-displayed session context limit of 200k instead of 1M." }, { "left": "issue:65721", "right": "issue:66318", "accept": false, "reason": "One is a security bug about configuration modification causing self-destruction; the other is a feature request for layered protection architecture. Not the same change or defect." }, { "left": "issue:63428", "right": "issue:64043", "accept": true, "reason": "Same managed cron-job bug: the dreaming cron entry is not present after startup/restart and never gets recreated. The descriptions differ in wording but point to the same lifecycle race." }, { "left": "issue:53949", "right": "issue:62623", "accept": false, "reason": "Both are file-download failures, but for different integrations and likely different code paths (Telegram images versus Slack DM attachments). Too broad to treat as the same bug." }, { "left": "issue:66510", "right": "issue:67035", "accept": false, "reason": "These are separate UI regressions. One is a missing reading indicator during tool-first runs; the other includes swallowed input, invisible streamed replies, and a blanking typing indicator on Windows." }, { "left": "issue:53578", "right": "issue:66768", "accept": false, "reason": "Unrelated issues: Gemini OAuth slowdown per turn versus empty completed turns in a release image." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 116, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62898", "issue:62903", "issue:64529", "issue:64618", "issue:64762", "issue:64991", "issue:65043", "issue:65283", "issue:65363", "issue:65394", "issue:65450", "issue:65652", "issue:66306", "issue:66492", "issue:66732", "issue:67030", "issue:67170", "issue:67355" ], "soft_pairs": [ "issue:64991|issue:65363", "issue:64618|issue:65652", "issue:64762|issue:65394", "issue:62898|issue:62903", "issue:66492|issue:67030", "issue:65043|issue:66732", "issue:66306|issue:67355", "issue:64529|issue:67170", "issue:65283|issue:65450" ], "prepared_review_unit_hash": "927955c6aa291c0aa531ad794a713135ba3e63b4ad6f3a33dd13d9fc734f9473", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13421, "estimated_input_tokens": 3356, "estimated_eval_tokens": 6968 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is a mixed bucket of several small issue families rather than one clean duplicate cluster. The strongest likely duplicate links are the Gemini communication reports and the heartbeat/health-check pending reports; the rest look related only at a subsystem level, not the same concrete bug.", "confidence": 0.59, "canonical_issue_reason": "Issue 65363 is the most specific and actionable report in the Gemini communication family: it names the failing path and a likely root cause in provider-models.ts.", "canonical_pr_reason": null, "best_issue_reason": "65363 is the best single anchor for triage because it is open, detailed, and points to a concrete code-path regression rather than only a symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64991", "right": "issue:65363", "accept": true, "reason": "Both describe Gemini agent communication failures; 65363 adds the likely root cause, so these look like the same underlying bug." }, { "left": "issue:64618", "right": "issue:65652", "accept": false, "reason": "Both mention dreaming, but one says the cron never registers while the other says it fires on every heartbeat; those are different failure modes." }, { "left": "issue:64762", "right": "issue:65394", "accept": true, "reason": "Both are audio transcription failures, and 64762's multipart/FormData corruption plausibly explains 65394's missing transcript results across providers." }, { "left": "issue:62898", "right": "issue:62903", "accept": false, "reason": "Both are 2026.4.7 plugin regressions, but one is a broken setup-entry.js path issue while the other involves Telegram/plugin doctor config behavior; not the same concrete bug." }, { "left": "issue:66492", "right": "issue:67030", "accept": false, "reason": "Both are heartbeat/relay problems, but the symptoms differ: missing async context causing a confused reply versus persona/language leakage and failed exec notifications." }, { "left": "issue:65043", "right": "issue:66732", "accept": false, "reason": "These are different platform/workflow bugs (Slack subagent completion vs Telegram reminder flow); same broad theme, not the same issue." }, { "left": "issue:66306", "right": "issue:67355", "accept": true, "reason": "Both point at the same 'Health check pending' UI/state stall; 67355 is a generic restatement of the symptom reported more specifically in 66306." }, { "left": "issue:64529", "right": "issue:67170", "accept": false, "reason": "Both involve audio delivery, but one is an allowlist/path-normalizer failure and the other is a Telegram plugin delivery failure; too different to merge." }, { "left": "issue:65283", "right": "issue:65450", "accept": false, "reason": "Both are image-tool/model-selection problems, but one is provider capability mismatch and the other is an unknown-model regression; not enough evidence they are the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 117, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53928", "issue:62623", "issue:62684", "issue:63428", "issue:64174", "issue:64287", "issue:64523", "issue:64799", "issue:64839", "issue:64971", "issue:64973", "issue:65329", "issue:65646", "issue:66982", "issue:67030", "issue:67355", "issue:67362", "issue:67414" ], "soft_pairs": [ "issue:62684|issue:65646", "issue:63428|issue:67362", "issue:64799|issue:64839", "issue:64523|issue:67414", "issue:64973|issue:67355", "issue:64523|issue:64971", "issue:53928|issue:64287", "issue:64174|issue:64523", "issue:62623|issue:65329", "issue:66982|issue:67030" ], "prepared_review_unit_hash": "a44f8d6e848f525c38027b4812f27b61653332c3c4f298b342a73f3c5f7901aa", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13783, "estimated_input_tokens": 3446, "estimated_eval_tokens": 7148 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated. The only clear duplicate cluster is the memory-core dreaming cron bug pair, with a second possible but less certain Control UI routing pair; the rest are distinct regressions across different subsystems/providers.", "confidence": 0.83, "canonical_issue_reason": "issue:67362 is the clearest canonical issue: it most precisely describes the same memory-core dreaming cron failure mode and is the more actionable open report for the cron registration/reconciliation bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:67362 is the best cluster representative because it captures the underlying cron lifecycle problem more specifically than the earlier race-focused report and remains open for tracking.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62684", "right": "issue:65646", "accept": false, "reason": "Different failures: Ollama pipeline timeout with missing provider logs vs runtime model drift from fallback pollution." }, { "left": "issue:63428", "right": "issue:67362", "accept": true, "reason": "Same underlying memory-core dreaming cron bug: both describe the cron never being properly registered/kept alive due to startup/reconciliation lifecycle issues." }, { "left": "issue:64799", "right": "issue:64839", "accept": false, "reason": "Both mention model errors, but they are different provider-specific bugs with different symptoms: unknown model resolution vs image/tool and blocked media handling." }, { "left": "issue:64523", "right": "issue:67414", "accept": false, "reason": "Same subsystem, but different bugs: message re-injection/routing versus pasted-image preview and history reprocessing." }, { "left": "issue:64973", "right": "issue:67355", "accept": false, "reason": "Unrelated: macOS Talk Mode gateway/token restart bug vs a generic health-check pending issue." }, { "left": "issue:64523", "right": "issue:64971", "accept": true, "reason": "Likely the same Control UI routing defect: both describe misdirected message flow between webchat and externally backed/customer sessions." }, { "left": "issue:53928", "right": "issue:64287", "accept": false, "reason": "Different code paths and symptoms: Bedrock credential loading failure vs broken parentId chains in JSONL transcripts." }, { "left": "issue:64174", "right": "issue:64523", "accept": false, "reason": "OAuth 403/HTML runtime failure is unrelated to Control UI message-routing corruption." }, { "left": "issue:62623", "right": "issue:65329", "accept": false, "reason": "Both affect attachments in DMs, but they are separate integrations (Slack vs Teams) and do not clearly share the same underlying bug." }, { "left": "issue:66982", "right": "issue:67030", "accept": false, "reason": "Related session-relay area, but the concrete failures differ: orphan completion sessions vs failed exec notifications/persona drift." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 118, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62920", "issue:63126", "issue:63620", "issue:63816", "issue:64043", "issue:64292", "issue:64756", "issue:64762", "issue:64973", "issue:65002", "issue:65210", "issue:65602", "issue:65687", "issue:66129", "issue:66527", "issue:67260", "issue:67473" ], "soft_pairs": [ "issue:64762|issue:65687", "issue:62920|issue:64043", "issue:63126|issue:65002", "issue:63620|issue:64756", "issue:64973|issue:65210", "issue:63126|issue:63816", "issue:66129|issue:66527", "issue:65602|issue:67473", "issue:64292|issue:67260" ], "prepared_review_unit_hash": "27079c84d55479b908c9a31c4160ddf0658a374417b8af3afb3ada0bff742209", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12749, "estimated_input_tokens": 3188, "estimated_eval_tokens": 6632 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "I found two likely duplicate issue pairs: the Dreaming cron recreation bug, and the Dreaming page overlay/text-rendering bug. The WhatsApp media reports are similar in symptom but not close enough in code-path details to treat all as duplicates under a strict triage standard.", "confidence": 0.63, "canonical_issue_reason": "issue:64043 is the clearest representative of the Dreaming cron lifecycle bug: it precisely states the managed cron is deleted on gateway restart and never recreated, which matches the core failure mode better than the broader startup/config-change report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64043 is the best issue to keep as the primary record for that cluster because it is specific, concise, and directly names the recreate-after-restart defect that appears to underlie the duplicate reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64762", "right": "issue:65687", "accept": false, "reason": "Same general area (Dreaming/voice), but the symptoms are different: one is a corrupted multipart body during transcription, the other is a voice-conversation flow break after one exchange." }, { "left": "issue:62920", "right": "issue:64043", "accept": true, "reason": "Both describe the same managed Dreaming cron not being recreated after lifecycle events such as startup/restart/config changes; 64043 is just the more specific phrasing." }, { "left": "issue:63126", "right": "issue:65002", "accept": false, "reason": "Both are WhatsApp media failures, but one points to a legacy shim hijacking sendMedia while the other says mediaUrl is dropped in the outbound pipeline; different concrete code paths." }, { "left": "issue:63620", "right": "issue:64756", "accept": true, "reason": "These look like the same Dreaming page UI bug: overlay/text rendered on top of the dashboard and blocking normal use." }, { "left": "issue:64973", "right": "issue:65210", "accept": false, "reason": "Different bugs in different areas: macOS Talk Mode/config-token mismatch versus control UI token counts and auto-compression behavior." }, { "left": "issue:63126", "right": "issue:63816", "accept": true, "reason": "Both describe the same WhatsApp outbound media symptom: media appears to send successfully, but no file is actually delivered." }, { "left": "issue:66129", "right": "issue:66527", "accept": false, "reason": "Both involve missing files, but the affected files, packages, and failures are different; not the same underlying bug." }, { "left": "issue:65602", "right": "issue:67473", "accept": false, "reason": "Related compaction subsystem, but not the same defect: one is reserveTokens being overwritten on reload, the other is threshold-based compaction never firing in the embedded runner." }, { "left": "issue:64292", "right": "issue:67260", "accept": false, "reason": "Unrelated failures: sessions_spawn permission rejection versus Ollama fallback in a long-lived Telegram session." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 119, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53599", "issue:63212", "issue:64235", "issue:64283", "issue:64549", "issue:64835", "issue:64852", "issue:64945", "issue:64975", "issue:65184", "issue:65297", "issue:65426", "issue:65662", "issue:66281", "issue:67106", "issue:67170", "issue:67250" ], "soft_pairs": [ "issue:64283|issue:64852", "issue:63212|issue:64235", "issue:53599|issue:66281", "issue:67106|issue:67250", "issue:64549|issue:64835", "issue:65662|issue:67170", "issue:64945|issue:64975", "issue:64283|issue:65184", "issue:65297|issue:65426" ], "prepared_review_unit_hash": "0c3b2b32358c93eb9599b7cdcdff433a07dc40d99bc5be00a82227071855a620", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12812, "estimated_input_tokens": 3203, "estimated_eval_tokens": 6662 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated issues; only a few soft-edge pairs look like true duplicates: the google-vertex credential regression, the Control UI text-disappearing regression, and the QA packaging/completion regression.", "confidence": 0.73, "canonical_issue_reason": "issue:64283 is the clearest root-cause report: it names the regression, the affected gateway reinstall path, and the concrete failure mode (GOOGLE_APPLICATION_CREDENTIALS being dropped).", "canonical_pr_reason": null, "best_issue_reason": "issue:64283 is the best canonical issue candidate overall because it is the most specific and actionable duplicate anchor among the cluster\u2019s real overlaps.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64283", "right": "issue:64852", "accept": true, "reason": "Same underlying google-vertex auth regression: both describe credentials being missing/dropped after the 2026.4.10 change, leading to 401 CREDENTIALS_MISSING." }, { "left": "issue:63212", "right": "issue:64235", "accept": false, "reason": "Different products and failures: Matrix user verification vs Telegram sendMessage network failure." }, { "left": "issue:53599", "right": "issue:66281", "accept": false, "reason": "Both involve browser tooling, but the reported regressions are different code paths and symptoms (relay removal vs CDP attach failure)." }, { "left": "issue:67106", "right": "issue:67250", "accept": true, "reason": "Both report the Control UI text disappearing around tool-result updates; the Safari/hidden-tool-calls specifics look like variants of the same rendering regression." }, { "left": "issue:64549", "right": "issue:64835", "accept": false, "reason": "Related memory-search area, but one is watch/indexing new files and the other is a search/index population failure; not clearly the same bug." }, { "left": "issue:65662", "right": "issue:67170", "accept": false, "reason": "Both are audio/Telegram themed, but they target different components and failure modes (ElevenLabs playback vs talk-voice delivery)." }, { "left": "issue:64945", "right": "issue:64975", "accept": true, "reason": "Likely the same QA packaging regression: both center on openclaw@2026.4.10, CLI completion, and missing QA scenario assets." }, { "left": "issue:64283", "right": "issue:65184", "accept": false, "reason": "Both involve gateway install, but one is an env-var regression and the other is a missing systemd unit on migrated root/user installs." }, { "left": "issue:65297", "right": "issue:65426", "accept": false, "reason": "Both are Telegram media issues, but the failure causes differ (buffer upload accepted but undelivered vs workspace-relative path rejection)." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 120, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53592", "issue:62995", "issue:63110", "issue:63429", "issue:63980", "issue:64309", "issue:64686", "issue:65074", "issue:65078", "issue:65086", "issue:65318", "issue:65678", "issue:65695", "issue:65742", "issue:65832", "issue:66050", "issue:66159", "issue:66752" ], "soft_pairs": [ "issue:65086|issue:65742", "issue:53592|issue:62995", "issue:63429|issue:66752", "issue:65695|issue:66050", "issue:63110|issue:65074", "issue:65078|issue:65318", "issue:63980|issue:64309", "issue:65832|issue:66159", "issue:64686|issue:65678" ], "prepared_review_unit_hash": "0c7906a570788222653a3b932039f08b06dd835344bbdb8b11065d8cb480f594", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13452, "estimated_input_tokens": 3363, "estimated_eval_tokens": 6982 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a mixed cluster of unrelated issues. Two soft edges look like true duplicates: the Bedrock/aws-sdk auth regression and the Chrome CDP/websocket browser-connectivity failure. The other pairs share subsystem keywords but not the same concrete bug.", "confidence": 0.88, "canonical_issue_reason": "No single issue cleanly represents the whole mixed cluster; if one canonical issue must be chosen, #53592 is the best anchor for the clearest duplicate pair because it is the broader, older Bedrock auth report and has the strongest inbound reference count.", "canonical_pr_reason": null, "best_issue_reason": "#53592 is the best issue to surface for triage among the clear duplicates: it is the more general Bedrock instance-role/aws-sdk auth report and appears to be the broader root report behind #62995.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65086", "right": "issue:65742", "accept": false, "reason": "Both mention model/provider resolution, but one is a sessions_spawn child subagent falling back to the wrong model and the other is a PDF tool/custom-provider lookup failure. Different code paths and symptoms." }, { "left": "issue:53592", "right": "issue:62995", "accept": true, "reason": "Same underlying Bedrock/aws-sdk instance-role auth failure: both describe the \"No API key found for amazon-bedrock\" / auth-mode regression when using Bedrock with instance roles." }, { "left": "issue:63429", "right": "issue:66752", "accept": false, "reason": "Unrelated bugs: memory embedding provider lookup for ollama versus an ARM64 npm global install missing a generated module." }, { "left": "issue:65695", "right": "issue:66050", "accept": true, "reason": "Both describe the same Chrome CDP/websocket reachability problem after Chrome starts, just from different managed-browser reports. Same concrete connection failure path." }, { "left": "issue:63110", "right": "issue:65074", "accept": false, "reason": "WhatsApp audio delivery breakage and codex-cli reply-finalization from output-last-message are different features and failure modes." }, { "left": "issue:65078", "right": "issue:65318", "accept": false, "reason": "Telegram transcript visibility in the Web UI is unrelated to Gemini CLI OAuth being orphaned/broken; same provider family but not the same bug." }, { "left": "issue:63980", "right": "issue:64309", "accept": false, "reason": "Both are iMessage echo-detection issues, but one is DM/self-chat misclassification and the other is attributed-text prefix-byte handling. Too different to be the same bug." }, { "left": "issue:65832", "right": "issue:66159", "accept": false, "reason": "Shared model/config area, but one is image tool custom-provider lookup failure while the other is a doctor hang on large agents.list processing. Different problem and fix scope." }, { "left": "issue:64686", "right": "issue:65678", "accept": false, "reason": "Both involve false provenance/allowlist warnings, but the reported contexts differ enough that this looks like two separate status-warning bugs rather than one underlying defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 121, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:64003", "issue:64238", "issue:64687", "issue:64799", "issue:64938", "issue:65045", "issue:65156", "issue:65292", "issue:65341", "issue:65515", "issue:65678", "issue:65704", "issue:66582", "issue:66679", "issue:66732", "issue:67260", "issue:67264", "issue:67478" ], "soft_pairs": [ "issue:66582|issue:67260", "issue:65515|issue:65678", "issue:66679|issue:66732", "issue:64938|issue:65292", "issue:64687|issue:65045", "issue:64003|issue:65341", "issue:64238|issue:64799", "issue:67264|issue:67478", "issue:65156|issue:65704" ], "prepared_review_unit_hash": "f2a481252190e07c2cc33221a7255e4e26c58f582d0b44bd5f689b53c5ea5642", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13364, "estimated_input_tokens": 3341, "estimated_eval_tokens": 6938 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly heterogeneous, but two soft duplicate subclusters stand out: OpenAI Codex OAuth failures and false-positive status/provenance warnings for installed plugins. The rest look like separate bugs rather than the same underlying issue.", "confidence": 0.58, "canonical_issue_reason": "Issue 65678 is the cleanest umbrella for the provenance/allowlist false-positive subcluster and has the most general, explicit title; it best represents that duplicate family.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65678 is the most representative and actionable issue in this set, with a broad title that captures the shared status/provenance warning bug better than the narrower instance report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66582", "right": "issue:67260", "accept": false, "reason": "Both mention memory/session behavior, but they describe different symptoms and likely different root causes; not the same concrete bug." }, { "left": "issue:65515", "right": "issue:65678", "accept": true, "reason": "Both report false-positive provenance/allowlist warnings in status for installed plugins; 65678 is the broader formulation of the same bug." }, { "left": "issue:66679", "right": "issue:66732", "accept": false, "reason": "One is broad tool/action execution failures in chat, the other is a specific false reminder-notice after successful scheduling; too different to merge as duplicates." }, { "left": "issue:64938", "right": "issue:65292", "accept": false, "reason": "Native catalog startup registration failure is not the same as a feature request for custom app-server backends." }, { "left": "issue:64687", "right": "issue:65045", "accept": true, "reason": "Both concern broken OpenAI Codex OAuth; 65045 provides the concrete invalid_scope/macOS symptom for the same underlying issue." }, { "left": "issue:64003", "right": "issue:65341", "accept": false, "reason": "Issue 65341 has no usable title context here, so there is no evidence it matches the memory-core idempotencyKey bug." }, { "left": "issue:64238", "right": "issue:64799", "accept": false, "reason": "Both are 'unknown model' regressions, but they involve different providers/models and do not appear to be the same code-path problem." }, { "left": "issue:67264", "right": "issue:67478", "accept": false, "reason": "Browser path tilde-expansion ENOENT and running as root causing corruption/crash loops are separate gateway problems." }, { "left": "issue:65156", "right": "issue:65704", "accept": false, "reason": "Both involve sqlite-vec, but one is an ABI/function-registration mismatch on v4.11 and the other is a Windows load failure; different failure modes and likely different fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 122, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62470", "issue:62699", "issue:62920", "issue:63190", "issue:63428", "issue:63816", "issue:64352", "issue:64764", "issue:64850", "issue:64939", "issue:65682", "issue:65990", "issue:66046", "issue:66353", "issue:66607", "issue:67199", "issue:67454", "issue:67576" ], "soft_pairs": [ "issue:65682|issue:66353", "issue:63190|issue:64939", "issue:64764|issue:65990", "issue:67454|issue:67576", "issue:66607|issue:67199", "issue:62920|issue:63428", "issue:62470|issue:66046", "issue:62699|issue:64850", "issue:63816|issue:64352" ], "prepared_review_unit_hash": "9a96bc5ee697207d57929288746003fb1f612a2af4873482bd04441ef35c215b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13577, "estimated_input_tokens": 3395, "estimated_eval_tokens": 7046 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set contains several unrelated bug pairs, but three soft edges look like true duplicates: the browser CDP detection regression, the memory-core dreaming cron startup race, and the WhatsApp media-send regression. The remaining pairs share broad subsystem themes only and do not look like the same concrete bug.", "confidence": 0.71, "canonical_issue_reason": "63428 is the best canonical issue anchor among the duplicate-like pairs because it states the specific root cause ('gateway:startup hook timing race') behind the memory-core dreaming cron failure, making it more precise than the broader symptom report in 62920.", "canonical_pr_reason": null, "best_issue_reason": "63428 is the strongest issue representative in this set: it is specific, root-cause oriented, and clearly maps to a duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65682", "right": "issue:66353", "accept": true, "reason": "Both describe the same browser CDP reachability/detection regression despite a healthy endpoint; 65682 gives the concrete failing path and root cause." }, { "left": "issue:63190", "right": "issue:64939", "accept": false, "reason": "Different pipelines and symptoms: Telegram voice-note ASR handoff vs Groq multipart transcription serialization." }, { "left": "issue:64764", "right": "issue:65990", "accept": false, "reason": "Both mention CDP reachability, but one is remote WSL2/Edge detection and the other is managed Chrome profile websocket startup; not the same concrete bug." }, { "left": "issue:67454", "right": "issue:67576", "accept": false, "reason": "OpenRouter empty assistant payloads and provider parsing/fallback to openai-codex are different failure modes." }, { "left": "issue:66607", "right": "issue:67199", "accept": false, "reason": "One is a Control UI label/default display problem; the other is backend thinking-default propagation into the embedded runner." }, { "left": "issue:62920", "right": "issue:63428", "accept": true, "reason": "Same memory-core dreaming cron bug: both say the cron job is missing after startup/config changes, and 63428 identifies the startup-hook timing race." }, { "left": "issue:62470", "right": "issue:66046", "accept": false, "reason": "One is empty replies from Gemini with thinkingConfig/includeThoughts; the other is a 401 UNAUTHENTICATED regression for google-vertex models." }, { "left": "issue:62699", "right": "issue:64850", "accept": false, "reason": "Both involve ACP availability, but one is persistent session queue-owner recovery and the other is runtime backend unavailable preventing agent spawn; not clearly the same bug." }, { "left": "issue:63816", "right": "issue:64352", "accept": true, "reason": "Same WhatsApp media-send regression: success is reported, but the media file is not actually delivered and only text goes through." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 123, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53998", "issue:62903", "issue:62904", "issue:63441", "issue:63896", "issue:63897", "issue:64235", "issue:64326", "issue:64476", "issue:65042", "issue:65125", "issue:65468", "issue:65524", "issue:65795", "issue:65869", "issue:66050", "issue:66591", "issue:66952" ], "soft_pairs": [ "issue:62903|issue:62904", "issue:65795|issue:65869", "issue:63441|issue:64326", "issue:63897|issue:65524", "issue:63896|issue:65468", "issue:53998|issue:66952", "issue:64235|issue:66591", "issue:65125|issue:66050", "issue:64476|issue:65042" ], "prepared_review_unit_hash": "82badf8674ba899b088a3bec735ed2e7bc50f1a8a56ee7177b64839c4a87540d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13427, "estimated_input_tokens": 3357, "estimated_eval_tokens": 6970 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set splits into a few likely duplicate issue pairs, but most items are unrelated. The clearest duplicate is the Control UI Dreaming API mismatch; a second Telegram 2026.4.7 packaging/load-failure pair also looks duplicative. The rest are distinct bugs in different subsystems.", "confidence": 0.78, "canonical_issue_reason": "Issue 65869 is the cleanest representative: it names the concrete failing calls and the control UI Dreaming/API mismatch in a narrowly scoped way, making it a good canonical target for the duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65869 is the most specific and self-contained report in the set, with explicit failing API names and a clear symptom-to-cause chain.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62903", "right": "issue:62904", "accept": true, "reason": "Both describe the same 2026.4.7 Telegram extension regression leading to config/load failure; the missing src/ directory is a concrete cause behind the broader bundled-plugin/doctor behavior." }, { "left": "issue:65795", "right": "issue:65869", "accept": true, "reason": "These describe the same Control UI Dreaming failure: calls to non-existent wiki.importInsights / wiki.memoryPalace(palace) APIs causing GatewayRequestError." }, { "left": "issue:63441", "right": "issue:64326", "accept": false, "reason": "Both involve Ollama, but one is about multiple providers not working while the other is about a hardcoded token limit causing premature compaction; different bugs/code paths." }, { "left": "issue:63897", "right": "issue:65524", "accept": false, "reason": "Both are session-related, but one is a cleanup false-positive on stale sessionFile paths and the other is an access-control/executability issue after agent deletion." }, { "left": "issue:63896", "right": "issue:65468", "accept": false, "reason": "Both touch Telegram/audio, but one drops audio due to media allowlist filtering while the other duplicates audio attachments; different failure modes." }, { "left": "issue:53998", "right": "issue:66952", "accept": false, "reason": "Unrelated security/auth topics: secrets audit false-positives versus an OAuth refresh-token race and status misreporting." }, { "left": "issue:64235", "right": "issue:66591", "accept": false, "reason": "Different subsystems and symptoms: Telegram sendMessage network failure versus a broken lossless-claw context engine factory/id mismatch." }, { "left": "issue:65125", "right": "issue:66050", "accept": false, "reason": "Both are browser attach problems, but one is a broad macOS failure affecting managed and user browsers, while the other is a specific managed-browser CDP websocket reachability issue." }, { "left": "issue:64476", "right": "issue:65042", "accept": false, "reason": "Windows gateway RPC timeouts and a Gmail watcher port bind conflict are distinct problems with no shared concrete code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 124, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:53647", "issue:53878", "issue:53955", "issue:62472", "issue:64381", "issue:64549", "issue:64628", "issue:64710", "issue:64860", "issue:65064", "issue:65086", "issue:65514", "issue:65656", "issue:65843", "issue:66516", "issue:66740", "issue:67260" ], "soft_pairs": [ "issue:53398|issue:53878", "issue:62472|issue:66740", "issue:64860|issue:65843", "issue:64381|issue:65064", "issue:64628|issue:64710", "issue:65514|issue:65656", "issue:53955|issue:64549", "issue:53647|issue:65086", "issue:66516|issue:67260" ], "prepared_review_unit_hash": "7b7ecb96d2fa10699f0d5b83f35ec1859ac138ef51035c424e3d78171e52c9d8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13469, "estimated_input_tokens": 3368, "estimated_eval_tokens": 6992 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All nine soft pairs look like false positives: they share surface vocabulary, but each describes a different defect in a different code path. There is no clear canonical duplicate issue or PR in this set.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue: the items are heterogeneous bugs across gateway startup, memory indexing, provider metadata, sessions, and integrations, so none of the soft-linked pairs appear to be the same underlying defect.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue for deduping; the cluster does not form a duplicate set, so selecting one issue as canonical would be misleading.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53398", "right": "issue:53878", "accept": false, "reason": "Both involve gateway startup/stop behavior, but one is a misleading port-in-use error for dual-stack listeners while the other is LaunchAgent recovery on macOS; different failure modes and fixes." }, { "left": "issue:62472", "right": "issue:66740", "accept": false, "reason": "Both mention context window values, but 62472 is about persistence across providers and wrong /status/compaction behavior, while 66740 is a Google provider UI metadata display bug for a specific model." }, { "left": "issue:64860", "right": "issue:65843", "accept": false, "reason": "These are unrelated integration failures: one cannot find a scenario pack after an extension update, the other is a pairing failure when adding a remote ACP server." }, { "left": "issue:64381", "right": "issue:65064", "accept": false, "reason": "Both touch plugin startup, but 64381 excludes memory-kind plugins from gateway startup, whereas 65064 incorrectly imports unrelated plugins and re-runs register(); not the same bug." }, { "left": "issue:64628", "right": "issue:64710", "accept": false, "reason": "Both mention Ollama, but one is provider registration/config resolution for the image tool and the other is an agent timeout during inference; different code paths." }, { "left": "issue:65514", "right": "issue:65656", "accept": false, "reason": "Completely different systems: MiniMax token budget forwarding/compaction versus LINE reply flex message delivery and 429 drops." }, { "left": "issue:53955", "right": "issue:64549", "accept": false, "reason": "Both concern memory indexing, but 53955 reports a post-update indexing failure with empty search results, while 64549 is about watch-based auto-indexing of new markdown files; not the same defect." }, { "left": "issue:53647", "right": "issue:65086", "accept": false, "reason": "Both mention session/subprocess behavior, but 53647 is cron execution stopping at a sessions_yield boundary, while 65086 is model override propagation to spawned subagents." }, { "left": "issue:66516", "right": "issue:67260", "accept": false, "reason": "These are unrelated memory/agent issues: one is an Active Memory timeout, the other is Ollama fallback behavior in long-lived Telegram sessions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 125, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53244", "issue:53358", "issue:53464", "issue:53578", "issue:53666", "issue:63712", "issue:63910", "issue:63923", "issue:64067", "issue:64978", "issue:65318", "issue:65860", "issue:65870", "issue:66050", "issue:66129", "issue:66262", "issue:66895", "issue:67260" ], "soft_pairs": [ "issue:63712|issue:66895", "issue:63910|issue:64067", "issue:64978|issue:66050", "issue:65860|issue:65870", "issue:53244|issue:66129", "issue:53464|issue:63923", "issue:66262|issue:67260", "issue:53578|issue:65318", "issue:53358|issue:53666" ], "prepared_review_unit_hash": "df73640fbb3419212bf7c2a79b249d9a20b21c8a92283fac2491fc2f5074519e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13418, "estimated_input_tokens": 3355, "estimated_eval_tokens": 6966 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated standalone bugs. The only clear duplicate-like pair is the managed browser/Chrome startup false-negative reports; the rest are similar only at a subsystem level and should stay separate.", "confidence": 0.79, "canonical_issue_reason": "issue:64978 is the most complete and discussed report for the managed-browser startup failure, with a precise symptom description and strong evidence it covers the same bug as the later websocket-reachability report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64978 is the best representative issue in this set because it is detailed, high-signal, and closest to a canonical description of the managed Chrome startup regression.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63712", "right": "issue:66895", "accept": false, "reason": "Both concern model override persistence, but they describe different failure modes and scopes (channel-level override clobbering vs failover/reset not clearing auto source)." }, { "left": "issue:63910", "right": "issue:64067", "accept": false, "reason": "Both mention missing files, but one is a bash-completion install path error and the other is a completion-cache/QA scenario pack lookup failure; different concrete bugs." }, { "left": "issue:64978", "right": "issue:66050", "accept": true, "reason": "These describe the same managed browser startup false-negative: Chrome is listening, but OpenClaw reports the CDP/websocket is unreachable." }, { "left": "issue:65860", "right": "issue:65870", "accept": false, "reason": "Both are docs-link problems, but they point to different invalid URLs and different call sites; not the same underlying bug." }, { "left": "issue:53244", "right": "issue:66129", "accept": false, "reason": "Both involve missing packaged files, but the affected components and missing artifacts differ (WhatsApp runtime modules vs audit/QA channel bundle files)." }, { "left": "issue:53464", "right": "issue:63923", "accept": false, "reason": "One is token paste truncation from terminal line-wrap; the other is auto-compaction triggering/summary size behavior. No shared code-path bug is evident." }, { "left": "issue:66262", "right": "issue:67260", "accept": false, "reason": "Both involve session/failover state, but they affect different systems and symptoms; too broad to treat as the same bug." }, { "left": "issue:53578", "right": "issue:65318", "accept": false, "reason": "Both mention Gemini OAuth, but one is a performance regression and the other is an outright broken/orphaned OAuth flow; different concrete issues." }, { "left": "issue:53358", "right": "issue:53666", "accept": false, "reason": "Both are memory-index related, but one hangs after batch completion while the other shows zero chunks after a version regression; not enough evidence of the same defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 126, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53744", "issue:63157", "issue:63946", "issue:64291", "issue:64475", "issue:64914", "issue:65052", "issue:65107", "issue:65448", "issue:65678", "issue:66050", "issue:66121", "issue:66253", "issue:66281", "issue:66334", "issue:66702", "issue:67151", "issue:67473" ], "soft_pairs": [ "issue:65678|issue:66121", "issue:64914|issue:66253", "issue:65052|issue:66702", "issue:64291|issue:67473", "issue:65107|issue:67151", "issue:66050|issue:66281", "issue:63157|issue:63946", "issue:64475|issue:66334", "issue:53744|issue:65448" ], "prepared_review_unit_hash": "3fa13b8d759602d4fbe9b3cca004f734cd1e54c2b3c06ca0b695018384f735b7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13494, "estimated_input_tokens": 3374, "estimated_eval_tokens": 7004 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports across different subsystems. The only clear duplicate pair is the memory-wiki bridge / cached plugin restore bug (#63157 and #63946). All other soft pairs look like adjacent symptoms or the same broad area, but not the same concrete underlying issue.", "confidence": 0.91, "canonical_issue_reason": "#63946 is the clearest canonical issue for the one confirmed duplicate pair: it states the user-visible failure and root cause succinctly, with #63157 as the earlier broader report.", "canonical_pr_reason": null, "best_issue_reason": "#63946 is the best representative issue because it is the most specific, directly describes the failure mode, and aligns with the confirmed duplicate counterpart.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65678", "right": "issue:66121", "accept": false, "reason": "Both mention plugin allowlist/provenance false positives, but one is a status warning and the other is a doctor check; not enough evidence they share the same concrete bug." }, { "left": "issue:64914", "right": "issue:66253", "accept": false, "reason": "These are separate code paths: provider contextWindow handling vs attachment/image parsing for a specific model." }, { "left": "issue:65052", "right": "issue:66702", "accept": false, "reason": "Both involve vision/image handling, but one is about a stalled vision turn with a dynamic tool exposed and the other is about stale images contaminating input; too different to treat as duplicates." }, { "left": "issue:64291", "right": "issue:67473", "accept": false, "reason": "Transcript replay truncation and embedded-runner auto-compaction not firing are different behaviors with different likely causes." }, { "left": "issue:65107", "right": "issue:67151", "accept": false, "reason": "Browser SSRF hostname blocking and Discord message URL stripping are unrelated ingestion/navigation problems." }, { "left": "issue:66050", "right": "issue:66281", "accept": false, "reason": "Both are CDP attach failures, but one is a generic websocket reachability issue and the other is a macOS DevToolsActivePort attach regression; insufficient evidence of the same bug." }, { "left": "issue:63157", "right": "issue:63946", "accept": true, "reason": "These describe the same cached-plugin-restore bug causing memory capability loss and the resulting memory-wiki bridge import failure." }, { "left": "issue:64475", "right": "issue:66334", "accept": false, "reason": "Both concern session model overrides, but one is a request to clear overrides on reset while the other is a persisted model_change record bug; related but not the same artifact." }, { "left": "issue:53744", "right": "issue:65448", "accept": false, "reason": "Different provider/model problems: missing image-generation capability in Google plugin vs intermittent empty visible output from Gemini 3.x via google-vertex." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 127, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:62472", "issue:63033", "issue:63429", "issue:63968", "issue:64011", "issue:64070", "issue:64407", "issue:64603", "issue:65042", "issue:65064", "issue:65086", "issue:65653", "issue:65687", "issue:66358", "issue:66370", "issue:67248", "issue:67414" ], "soft_pairs": [ "issue:65653|issue:66358", "issue:53398|issue:65042", "issue:64011|issue:65064", "issue:64070|issue:64603", "issue:66370|issue:67414", "issue:63033|issue:65687", "issue:63429|issue:63968", "issue:62472|issue:64407", "issue:65086|issue:67248" ], "prepared_review_unit_hash": "713daca8dacbc2c85420db9725b8083b95abff2ef0ad7b9655bfb08315e79e4b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13493, "estimated_input_tokens": 3374, "estimated_eval_tokens": 7004 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one pair looks like a true duplicate: the two memory-core dreaming/session-lifecycle issues. The rest are different bugs that only share broad subsystem wording or surface symptoms.", "confidence": 0.8, "canonical_issue_reason": "issue:65653 is the better canonical issue because it describes the underlying lifecycle bug directly: dreaming creates orphaned sessions that are never cleaned up.", "canonical_pr_reason": null, "best_issue_reason": "issue:65653 is the strongest representative for the cluster; issue:66358 reads as a narrower symptom of the same session cleanup problem after sweep.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65653", "right": "issue:66358", "accept": true, "reason": "Both describe the same underlying defect in dreaming/session cleanup: orphaned or redundant sessions remain after sweep." }, { "left": "issue:53398", "right": "issue:65042", "accept": false, "reason": "Both mention port conflicts, but the components and failure modes differ: dual-stack gateway listener vs Gmail watcher duplication." }, { "left": "issue:64011", "right": "issue:65064", "accept": false, "reason": "These are unrelated bugs in different areas: Discord gateway reconnect crash vs provider normalization/import registration behavior." }, { "left": "issue:64070", "right": "issue:64603", "accept": false, "reason": "ARM64 doctor/runtime-dependency detection is unrelated to the punycode deprecation warning regression." }, { "left": "issue:66370", "right": "issue:67414", "accept": false, "reason": "Both are Control UI image issues, but one is disappearing attachments after send/history refresh while the other is blank previews and repeated reprocessing; too different to treat as the same bug." }, { "left": "issue:63033", "right": "issue:65687", "accept": false, "reason": "TTS payload delivery mismatch and Discord voice conversation failure are distinct code paths and symptoms." }, { "left": "issue:63429", "right": "issue:63968", "accept": false, "reason": "Unknown memory embedding provider and missing packaging file are separate startup/packaging problems." }, { "left": "issue:62472", "right": "issue:64407", "accept": false, "reason": "Context-window persistence across providers is unrelated to the Windows gateway/CLI connection failure after heartbeat changes." }, { "left": "issue:65086", "right": "issue:67248", "accept": false, "reason": "Both involve sessions_spawn, but one is a model-override/fallback-model bug and the other is a subagent runtime failure with ACP-only streamTo; not the same concrete defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 128, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53955", "issue:54050", "issue:62783", "issue:64070", "issue:64590", "issue:64602", "issue:64710", "issue:64764", "issue:64973", "issue:65125", "issue:65133", "issue:65309", "issue:65517", "issue:65553", "issue:65674", "issue:66125", "issue:66135", "issue:67436" ], "soft_pairs": [ "issue:64070|issue:65125", "issue:54050|issue:64973", "issue:64710|issue:66125", "issue:64590|issue:64602", "issue:65309|issue:65517", "issue:62783|issue:66135", "issue:65674|issue:67436", "issue:53955|issue:65553", "issue:64764|issue:65133" ], "prepared_review_unit_hash": "917d12ef4525c80feb5ebd0352f5d3bede5d071a801e028eb48979fa9e624d70", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13609, "estimated_input_tokens": 3403, "estimated_eval_tokens": 7062 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair appears to be the same underlying bug: the two memory-core narrative generation reports about missing/required `idempotencyKey`. The remaining pairs look related only at a broad subsystem level or share similar symptoms, but not the same concrete issue.", "confidence": 0.91, "canonical_issue_reason": "issue:64602 is the clearer duplicate report for the `idempotencyKey` failure; it has the more explicit symptom and narrower wording, making it the better canonical issue for that pair.", "canonical_pr_reason": null, "best_issue_reason": "issue:64602 is the best issue to keep as the representative duplicate target because it most directly states the concrete `idempotencyKey` requirement error and overlaps tightly with issue:64590.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64070", "right": "issue:65125", "accept": false, "reason": "Different subsystems and failures: ARM64 bundled runtime dependency detection vs macOS browser attach/CDP behavior." }, { "left": "issue:54050", "right": "issue:64973", "accept": false, "reason": "Both mention stale credentials/tokens, but they concern different features, platforms, and failure modes; not the same bug." }, { "left": "issue:64710", "right": "issue:66125", "accept": false, "reason": "Different model/provider paths and symptoms: Ollama agent timeout vs OpenAI-compatible proxy fallback not completing." }, { "left": "issue:64590", "right": "issue:64602", "accept": true, "reason": "Same concrete bug: memory-core narrative generation fails because `idempotencyKey` is missing/required; 64602 is the clearer duplicate report." }, { "left": "issue:65309", "right": "issue:65517", "accept": false, "reason": "Both involve active-memory and blocking, but one is direct-chat latency/timeouts while the other is an embedded sub-agent starving Telegram polling; too different to treat as the same issue." }, { "left": "issue:62783", "right": "issue:66135", "accept": false, "reason": "Session/cron-related symptoms, but one is OpenRouter auth 401 user-not-found and the other is background exec / cron scheduling / CLI truncation; not one bug." }, { "left": "issue:65674", "right": "issue:67436", "accept": false, "reason": "Different problems: self-modifying config protection vs hot-reload loop corrupting manifest.db." }, { "left": "issue:53955", "right": "issue:65553", "accept": false, "reason": "Both involve QMD memory, but one is empty indexing after an update and the other is a CLI hang on arm64/Raspberry Pi; different failure modes." }, { "left": "issue:64764", "right": "issue:65133", "accept": false, "reason": "Both are CDP/browser readiness issues, but the platforms and symptoms differ enough that they do not look like the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 129, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53862", "issue:53878", "issue:54013", "issue:63566", "issue:63567", "issue:64454", "issue:64729", "issue:64841", "issue:64867", "issue:65083", "issue:65184", "issue:65674", "issue:66065", "issue:66679", "issue:67264", "issue:67394", "issue:67502" ], "soft_pairs": [ "issue:63566|issue:63567", "issue:66065|issue:67264", "issue:64841|issue:65674", "issue:54013|issue:66679", "issue:64729|issue:65083", "issue:64454|issue:64867", "issue:53862|issue:67394", "issue:53878|issue:65184", "issue:64867|issue:67502" ], "prepared_review_unit_hash": "ef49a3f0df856dd3611a708fc86697f4eeed10cc8379a6c47fabaddcaea295e9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12958, "estimated_input_tokens": 3240, "estimated_eval_tokens": 6736 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous rather than duplicate-heavy. There are superficial overlaps in chat-delivery bugs and config/CLI validation bugs, but none of the soft pairs look like the same concrete underlying issue.", "confidence": 0.96, "canonical_issue_reason": "issue:66679 is the broadest chat-routing/tool-execution report in the set, so it is the closest representative issue if one must be chosen; however, it is still not a true umbrella duplicate for the rest.", "canonical_pr_reason": null, "best_issue_reason": "issue:66679 is the most general and recent issue in the messaging-delivery subset, making it the best single representative for triage even though the cluster is not actually one bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63566", "right": "issue:63567", "accept": false, "reason": "Both are regressions, but one is a Windows SIGKILL symptom and the other is a config-schema downgrade/startup failure; different code paths." }, { "left": "issue:66065", "right": "issue:67264", "accept": false, "reason": "Both involve browser/CDP setup, but one is a managed-profile CDP connectivity issue and the other is a tilde-expansion path bug." }, { "left": "issue:64841", "right": "issue:65674", "accept": false, "reason": "Both are config-related, but one is validation after upgrade and the other is protection against self-modifying critical files." }, { "left": "issue:54013", "right": "issue:66679", "accept": false, "reason": "Both mention chat delivery, but one is a Telegram outbound misconfiguration in direct-chat echoTranscript and the other is a broader tool/action execution issue across Telegram and Slack." }, { "left": "issue:64729", "right": "issue:65083", "accept": false, "reason": "Both show misleading CLI/plugin-allow errors, but they affect different subcommands and likely different validation paths." }, { "left": "issue:64454", "right": "issue:64867", "accept": false, "reason": "Slack thread-routing failure vs memory failover timeout regression; unrelated code paths." }, { "left": "issue:53862", "right": "issue:67394", "accept": false, "reason": "Different channels and symptoms: Telegram multi-account polling drops vs WhatsApp group auto-reply delivery failure." }, { "left": "issue:53878", "right": "issue:65184", "accept": false, "reason": "Different lifecycle/install failures: LaunchAgent recovery vs missing systemd unit on migrated installs." }, { "left": "issue:64867", "right": "issue:67502", "accept": false, "reason": "Timeout/failover latency bug vs nested-lane delivery context corruption; not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 130, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53482", "issue:53575", "issue:53649", "issue:53998", "issue:64019", "issue:64277", "issue:64283", "issue:64308", "issue:65042", "issue:65950", "issue:65971", "issue:66219", "issue:66298", "issue:66639", "issue:66806", "issue:66978", "issue:67029" ], "soft_pairs": [ "issue:65950|issue:66978", "issue:64283|issue:66219", "issue:64019|issue:67029", "issue:53482|issue:53998", "issue:53575|issue:66639", "issue:53273|issue:53649", "issue:64277|issue:66298", "issue:65042|issue:65971", "issue:64308|issue:66806" ], "prepared_review_unit_hash": "15b1eb0250299240381e710c3ce2a81845b163fd83ae311fed9bc85ad295e58b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13527, "estimated_input_tokens": 3382, "estimated_eval_tokens": 7020 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous and does not contain any clear duplicate pair. Most soft pairs share broad keywords or subsystem names, but they describe different concrete failure modes and code paths.", "confidence": 0.88, "canonical_issue_reason": "No single issue is a true canonical duplicate for the cluster; the issues are mostly unrelated. If one must be chosen as the most representative by activity, 53482 has the strongest discussion/inbound-reference signal, but it is not a merge target for the rest.", "canonical_pr_reason": null, "best_issue_reason": "53482 is the most prominent issue in the set by inbound references and discussion, but it still addresses a distinct bug rather than the cluster as a whole.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65950", "right": "issue:66978", "accept": false, "reason": "Both involve session completion/status, but one is an isolated cron status false-positive and the other is a run-mode timeout where child work continues. Different failure points and fixes." }, { "left": "issue:64283", "right": "issue:66219", "accept": false, "reason": "Both touch install/repair behavior around services and env vars, but one drops GOOGLE_APPLICATION_CREDENTIALS on reinstall while the other re-embeds sensitive tokens during doctor repair. Not the same bug." }, { "left": "issue:64019", "right": "issue:67029", "accept": false, "reason": "Same memory-core/dreaming area, but different missing requirements: idempotencyKey in subagent.run() versus scope operator.admin during cleanup. Separate code paths." }, { "left": "issue:53482", "right": "issue:53998", "accept": false, "reason": "Both mention env vars and safety/privacy, but one is legacy CLAWDBOT_* gateway fallback failure and the other is secrets-audit false positives on $VAR refs. Different subsystems and symptoms." }, { "left": "issue:53575", "right": "issue:66639", "accept": false, "reason": "Both involve MiniMax/image support, but one is an Unknown model failure in minimax-portal and the other is lack of image-tool backend support for the minimax provider. Too coarse to merge as duplicates." }, { "left": "issue:53273", "right": "issue:53649", "accept": false, "reason": "Both relate to plugin paths after upgrade, but one is the acpx plugin sourcePath not rewritten and the other is doctor --fix failing to detect/repair invalid plugin load paths. Related theme, not same bug." }, { "left": "issue:64277", "right": "issue:66298", "accept": false, "reason": "Different platforms and routing logic: Slack requireMention bypass in thread replies versus Discord /acp text commands being swallowed by the ACP LLM session." }, { "left": "issue:65042", "right": "issue:65971", "accept": false, "reason": "One is Gmail watcher duplication causing a port bind conflict; the other is macOS gateway processing stalling after 15\u201320 minutes. Unrelated runtime failures." }, { "left": "issue:64308", "right": "issue:66806", "accept": false, "reason": "Both are provider/auth-style errors, but one is a Claude CLI billing-issue mismatch and the other is an OpenAI API-key lookup failure under Anthropic-only config. Different provider-selection bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 131, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53310", "issue:53482", "issue:53824", "issue:62783", "issue:63428", "issue:64409", "issue:65564", "issue:65801", "issue:65915", "issue:66679", "issue:66958", "issue:67135", "issue:67257", "issue:67314", "issue:67353", "issue:67358", "issue:67502" ], "soft_pairs": [ "issue:65564|issue:67314", "issue:65801|issue:67502", "issue:63428|issue:64409", "issue:67353|issue:67358", "issue:65564|issue:67135", "issue:65915|issue:67257", "issue:53482|issue:62783", "issue:66679|issue:66958", "issue:53310|issue:53824" ], "prepared_review_unit_hash": "b81b352063742d827af51c5e745db355877635bfb8f58d30cccc7c044201d838", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12940, "estimated_input_tokens": 3235, "estimated_eval_tokens": 6726 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a loose thematic grouping of distinct bug reports. Only the onboarding trim(undefined) reports look like a clear duplicate pair; the rest share broad subsystem wording but not the same concrete failure path.", "confidence": 0.91, "canonical_issue_reason": "Issue 67353 is the best representative because it is the clearer, broader onboarding crash report and has a near-identical duplicate in 67358.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67353 is the strongest cluster anchor: it is a concrete, user-facing failure with a matching duplicate and a clearer summary than the more generic variants.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65564", "right": "issue:67314", "accept": false, "reason": "Both involve heartbeat/isolated-session state leakage, but one is about transcript file reuse after sessionId rotation and the other is a misleading context-limit error from model bleed; not the same concrete bug." }, { "left": "issue:65801", "right": "issue:67502", "accept": false, "reason": "These describe different delivery failures: messages not reaching ACP versus assistant response loss during nested lane congestion/context corruption. Too broad to treat as one bug." }, { "left": "issue:63428", "right": "issue:64409", "accept": false, "reason": "Both touch memory-core dreaming startup behavior, but one is cron registration timing and the other is config resolution returning enabled=false. Related area, not the same failure path." }, { "left": "issue:67353", "right": "issue:67358", "accept": true, "reason": "Same trim(undefined) onboarding crash, with 67358 appearing to be a narrower Telegram/onboarding manifestation of the same underlying bug." }, { "left": "issue:65564", "right": "issue:67135", "accept": false, "reason": "Both mention sessions and context/weight anomalies, but the symptoms differ: transcript reuse versus false overflow/excessive prompt weight. Not a single concrete bug." }, { "left": "issue:65915", "right": "issue:67257", "accept": false, "reason": "Different plugin failure modes and likely different code paths: Opik trace export after upgrade versus Telegram plugin load failure due missing register/activate exports." }, { "left": "issue:53482", "right": "issue:62783", "accept": false, "reason": "Legacy env-var handling silently failing in the gateway is unrelated to isolated cron OpenRouter auth returning 401 User not found." }, { "left": "issue:66679", "right": "issue:66958", "accept": false, "reason": "Both involve Telegram/command behavior, but one is broad chat-triggered tool execution failure across channels and the other is a Telegram startup command-menu registration issue. Similar surface area, not the same bug." }, { "left": "issue:53310", "right": "issue:53824", "accept": false, "reason": "Different cron-delivery failures: Feishu card JSON parsing versus unknown channel after gateway restart." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 132, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53876", "issue:64302", "issue:64748", "issue:64839", "issue:64939", "issue:65035", "issue:65165", "issue:65394", "issue:65997", "issue:66527", "issue:66595", "issue:66682", "issue:66714", "issue:66752", "issue:66982", "issue:67291", "issue:67473", "issue:67546" ], "soft_pairs": [ "issue:64748|issue:65997", "issue:64302|issue:67473", "issue:66527|issue:66752", "issue:67291|issue:67546", "issue:66682|issue:66714", "issue:64939|issue:65394", "issue:64839|issue:65165", "issue:53876|issue:65035", "issue:66595|issue:66982" ], "prepared_review_unit_hash": "d1c8984af2319217c022a7dcccfc9a7a8aae92c120f89fecf8fbfa5053f59cb8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13421, "estimated_input_tokens": 3356, "estimated_eval_tokens": 6968 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The batch is mostly heterogeneous, with only a few soft duplicates that look like the same underlying bug. I\u2019d accept the Telegram startup/restart pair, the audio transcription pair, and likely the image-capability pair; the rest are false positives based on broader topical similarity only.", "confidence": 0.77, "canonical_issue_reason": "No single issue cleanly represents the whole batch because the items split into several unrelated mini-clusters; if forced to pick one representative, issue #67291 is the strongest standalone report because it has the highest discussion/inbound activity and a concrete, reproducible onboarding crash.", "canonical_pr_reason": null, "best_issue_reason": "Issue #67291 is the best overall issue candidate by signal: it is well-discussed, heavily referenced, and describes a specific crash with clear user impact, whereas most other items are either narrower duplicates or unrelated bugs.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64748", "right": "issue:65997", "accept": false, "reason": "Both involve allowlist/gating logic, but one is about memory-wiki CLI naming and the other about plugin/help command gating; different validation paths and likely different fixes." }, { "left": "issue:64302", "right": "issue:67473", "accept": false, "reason": "Both mention compaction, but one is ignored compaction settings causing overflow and the other is threshold auto-compaction never firing in the embedded runner; not the same bug." }, { "left": "issue:66527", "right": "issue:66752", "accept": false, "reason": "Both are packaging/missing-file problems, but they concern different artifacts and platforms (subagent registry file vs ARM64 audit chunk)." }, { "left": "issue:67291", "right": "issue:67546", "accept": false, "reason": "#67291 is a specific trim/undefined crash during channel setup; #67546 is too vague and does not clearly match the same failure mode." }, { "left": "issue:66682", "right": "issue:66714", "accept": true, "reason": "Both report Telegram setMyCommands not being registered/called on startup or restart, pointing to the same initialization code path." }, { "left": "issue:64939", "right": "issue:65394", "accept": true, "reason": "Both describe audio transcription returning no transcript on valid local files, likely the same request/body handling bug across providers." }, { "left": "issue:64839", "right": "issue:65165", "accept": true, "reason": "Both point to image input being rejected because the model is treated as non-image-capable after upgrade, which looks like the same capability-mapping bug." }, { "left": "issue:53876", "right": "issue:65035", "accept": false, "reason": "These are unrelated upgrade/config corruption bugs in different channel systems (Telegram vs Discord streaming downgrade shape)." }, { "left": "issue:66595", "right": "issue:66982", "accept": false, "reason": "Related relay/session area, but one is a heartbeat emitting a placeholder without payload and the other is orphan sessions missing result context; similar symptom class, not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 133, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53464", "issue:53480", "issue:53618", "issue:53666", "issue:54050", "issue:64590", "issue:65350", "issue:65448", "issue:65595", "issue:65890", "issue:66159", "issue:66480", "issue:66621", "issue:66958", "issue:67032", "issue:67406", "issue:67436" ], "soft_pairs": [ "issue:64590|issue:65350", "issue:53317|issue:53464", "issue:54050|issue:66958", "issue:53666|issue:65890", "issue:66621|issue:67032", "issue:53618|issue:66480", "issue:66159|issue:67436", "issue:53480|issue:65448", "issue:65595|issue:67406" ], "prepared_review_unit_hash": "df8e4489bc9c0ccbf5863c2478fefa31367487ce71041f72a13514b29ff8f8c8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13403, "estimated_input_tokens": 3351, "estimated_eval_tokens": 6958 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This batch is not one coherent duplicate cluster; it contains several unrelated issue pairs. I accepted only the pairs that appear to describe the same concrete bug/feature, and rejected the rest as merely similar by subsystem or wording.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue for the whole batch: the items split into several unrelated duplicate pairs rather than one unified bug.", "canonical_pr_reason": null, "best_issue_reason": "No single issue is globally best for the whole batch; the strongest matches are separate topic clusters (memory-core idempotency, Control UI image upload, image-tool provider matching).", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64590", "right": "issue:65350", "accept": true, "reason": "Same memory-core narrative generation failure: one report says the required `idempotencyKey` property is missing, the other says `idempotencyKey required`." }, { "left": "issue:53317", "right": "issue:53464", "accept": false, "reason": "Different bugs: OAuth token cache/startup overwrite vs truncated Anthropic setup-token paste." }, { "left": "issue:54050", "right": "issue:66958", "accept": false, "reason": "Different subsystems and symptoms: stale OAuth credentials/`refresh_token_reused` vs Telegram command menu cleared on startup." }, { "left": "issue:53666", "right": "issue:65890", "accept": false, "reason": "Both mention memory/search, but the failures differ: zero chunks shown vs managed-collection mismatch causing builtin fallback." }, { "left": "issue:66621", "right": "issue:67032", "accept": false, "reason": "Same webchat area, but not the same defect: rendering uploaded images vs missing image upload plus message-display lag." }, { "left": "issue:53618", "right": "issue:66480", "accept": true, "reason": "Same missing Control UI WebChat image-upload/paste capability; one is phrased as a bug, the other as a feature request." }, { "left": "issue:66159", "right": "issue:67436", "accept": false, "reason": "Unrelated issues: openclaw doctor hangs in Plugins step vs gateway hot-reload corrupting manifest.db." }, { "left": "issue:53480", "right": "issue:65448", "accept": false, "reason": "Different models/providers and failure modes: Codex thinkingLevel reset breaks tool calling vs Gemini output being intermittently empty." }, { "left": "issue:65595", "right": "issue:67406", "accept": true, "reason": "Likely the same image-tool provider/model-matching bug: a hardcoded `openai/` prefix plausibly explains Ollama cloud vision models not being recognized." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 134, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53271", "issue:53599", "issue:53623", "issue:53928", "issue:54073", "issue:63314", "issue:64226", "issue:64603", "issue:64978", "issue:65072", "issue:65355", "issue:65553", "issue:66082", "issue:66234", "issue:66635", "issue:66702", "issue:67120", "issue:67547" ], "soft_pairs": [ "issue:66635|issue:66702", "issue:64603|issue:67547", "issue:53623|issue:67120", "issue:53271|issue:65072", "issue:65553|issue:66082", "issue:53599|issue:64978", "issue:53928|issue:54073", "issue:63314|issue:64226", "issue:65355|issue:66234" ], "prepared_review_unit_hash": "50b75fa372e5af3fa7434fe350adcae408be754302c5745f201f372a7473f8b4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13468, "estimated_input_tokens": 3367, "estimated_eval_tokens": 6990 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a false-positive mix of unrelated issues, with only two clear duplicate pairs: the Web UI image-upload bug and the WhatsApp media-send regression. The rest differ by feature, code path, or failure mode.", "confidence": 0.93, "canonical_issue_reason": "Issue #53271 is the strongest canonical issue: it has the most specific repro details for the Web UI image-upload failure and cleanly subsumes the more generic #65072 report.", "canonical_pr_reason": null, "best_issue_reason": "#53271 is the best overall anchor among these issues because it is detailed, actionable, and directly matches a duplicate candidate; it best captures the concrete user-facing bug in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66635", "right": "issue:66702", "accept": false, "reason": "Different bugs: WhatsApp inline media-path handling vs vision-context contamination from recent/injected images." }, { "left": "issue:64603", "right": "issue:67547", "accept": false, "reason": "Unrelated symptoms: a punycode deprecation warning versus A2UI bundle/hash depending on ui/node_modules." }, { "left": "issue:53623", "right": "issue:67120", "accept": false, "reason": "Different feature areas: sending voice messages in openclaw-weixin vs Feishu voice transcription not happening." }, { "left": "issue:53271", "right": "issue:65072", "accept": true, "reason": "Same underlying Web UI image-upload bug: both say images are not actually uploaded/received by the agent, with pasted images staying local." }, { "left": "issue:65553", "right": "issue:66082", "accept": false, "reason": "Different code paths: QMD backend hang on arm64 vs memory-wiki bridge exporting zero artifacts." }, { "left": "issue:53599", "right": "issue:64978", "accept": false, "reason": "Different regressions: Chrome extension relay removal vs managed Chrome startup falsely failing despite DevTools being up." }, { "left": "issue:53928", "right": "issue:54073", "accept": false, "reason": "Bedrock credential loading failure in embedded runs is not the same as anthropic-vertex provider registration/startup errors." }, { "left": "issue:63314", "right": "issue:64226", "accept": true, "reason": "Both describe the same WhatsApp media-send regression: silent failure / hasMedia:false across nearby versions, likely the same code path." }, { "left": "issue:65355", "right": "issue:66234", "accept": false, "reason": "Related gateway timing complaints, but different failures: probe false-negatives on remote config vs approvals timing out to 'Config unavailable'." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 135, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53666", "issue:54069", "issue:62867", "issue:63816", "issue:64326", "issue:64603", "issue:64835", "issue:64912", "issue:65050", "issue:65064", "issue:65210", "issue:65553", "issue:65843", "issue:66090", "issue:66262", "issue:66661", "issue:66885", "issue:67113" ], "soft_pairs": [ "issue:64326|issue:65210", "issue:64603|issue:64912", "issue:63816|issue:66090", "issue:53666|issue:64835", "issue:65553|issue:67113", "issue:54069|issue:66885", "issue:65064|issue:66661", "issue:62867|issue:65843", "issue:65050|issue:66262" ], "prepared_review_unit_hash": "aadbb128a5b6dee96a4106cf8854eca972b02bed390c4c9d6a668c06aea45455", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13125, "estimated_input_tokens": 3282, "estimated_eval_tokens": 6820 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bug reports grouped by broad textual similarity. I only see two plausible duplicate pairs: the memory/vec0 issues and the QMD-on-ARM issues; the rest are too broad or cross-subsystem to merge.", "confidence": 0.83, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single global best issue: the set splits into several unrelated bugs. If forced to pick from the likely duplicate subclusters, issue 64835 is the clearest representative of the memory/vec0 failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64326", "right": "issue:65210", "accept": false, "reason": "Both involve token accounting/compaction, but one is a provider metadata bug and the other is a UI/reporting plus auto-compression regression; not the same concrete failure." }, { "left": "issue:64603", "right": "issue:64912", "accept": false, "reason": "Punycode warnings and missing qa/scenarios are unrelated package/runtime issues with no shared code path." }, { "left": "issue:63816", "right": "issue:66090", "accept": false, "reason": "Both mention WhatsApp media, but one is a specific outbound delivery failure and the other is a generic send-media report; too little evidence they are the same bug." }, { "left": "issue:53666", "right": "issue:64835", "accept": true, "reason": "Both describe the memory index/search returning empty results, and both point to vec0/shadow-data population problems in the same memory storage path." }, { "left": "issue:65553", "right": "issue:67113", "accept": true, "reason": "Both are QMD-on-ARM failures on Pi/arm64, with the same embed-timeout/hang behavior in the memory backend path." }, { "left": "issue:54069", "right": "issue:66885", "accept": false, "reason": "Matrix event dispatch after hot-reload and Telegram polling/subagent timeouts are different channels and different failure modes." }, { "left": "issue:65064", "right": "issue:66661", "accept": false, "reason": "Both touch plugin registration, but one is startup normalization importing plugins while the other is external HTTP route registration returning 404; not clearly the same bug." }, { "left": "issue:62867", "right": "issue:65843", "accept": false, "reason": "An OpenClaw upgrade regression and an ACP pairing failure are separate workflows with no clear shared code path." }, { "left": "issue:65050", "right": "issue:66262", "accept": false, "reason": "Codex vision stalls with inbound images and stale gateway thread bindings are different Codex issues affecting different subsystems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 136, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53708", "issue:53871", "issue:63138", "issue:63620", "issue:64131", "issue:64764", "issue:65042", "issue:65064", "issue:65283", "issue:65466", "issue:65619", "issue:65733", "issue:65915", "issue:66151", "issue:66189", "issue:66625", "issue:67035", "issue:67412" ], "soft_pairs": [ "issue:53708|issue:65283", "issue:65466|issue:66625", "issue:63138|issue:64764", "issue:53871|issue:65915", "issue:67035|issue:67412", "issue:63620|issue:64131", "issue:65042|issue:65619", "issue:65064|issue:65733", "issue:66151|issue:66189" ], "prepared_review_unit_hash": "6a90ed4f26c593819cccd7521c9d58590d439169d0d761c78429df9207da1445", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13492, "estimated_input_tokens": 3373, "estimated_eval_tokens": 7002 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No pull requests are present. The set is mostly unrelated issues, but there are a few likely duplicate issue pairs around image-tool failures, CDP reachability false-negatives, Dreaming/UI rendering regressions, and the missing subagent runtime file.", "confidence": 0.61, "canonical_issue_reason": "issue:66189 is the clearest canonical issue: it pinpoints the missing `subagent-registry.runtime.js` artifact and the concrete `run_task` failure, making it the most actionable representative of the duplicate subagent-runtime pair.", "canonical_pr_reason": null, "best_issue_reason": "issue:66189 is the best overall issue to keep because it has the most specific root-cause signal and the cleanest failure description among the near-duplicates.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53708", "right": "issue:65283", "accept": false, "reason": "Both are image-tool/provider capability failures, but the providers and failure modes differ (`openai-codex` media provider registration vs MiniMax model support), so they do not clearly describe the same bug." }, { "left": "issue:65466", "right": "issue:66625", "accept": true, "reason": "Both point to the image describe/tool path failing for MiniMax/image-capability handling; `66625` reads like a specific manifestation of the broader `65466` report." }, { "left": "issue:63138", "right": "issue:64764", "accept": true, "reason": "Both describe CDP being reported unreachable even though the endpoint/WebSocket is actually usable, which strongly suggests the same reachability-check regression." }, { "left": "issue:53871", "right": "issue:65915", "accept": false, "reason": "Same upgrade window, but different plugins and different failure symptoms (`Telegram channel not configured` vs trace export not happening), so they are not the same underlying bug." }, { "left": "issue:67035", "right": "issue:67412", "accept": true, "reason": "Both describe chat/control UI message visibility glitches where sent content disappears or becomes invisible, likely the same rendering/state-sync regression." }, { "left": "issue:63620", "right": "issue:64131", "accept": true, "reason": "Both concern the Dreaming page/UI being broken or obscured; the broader wording in `64131` fits the more specific overlay-blocking bug in `63620`." }, { "left": "issue:65042", "right": "issue:65619", "accept": false, "reason": "These are unrelated: one is a Gmail watcher/port bind conflict, the other is a macOS gateway bind resolution/startup failure." }, { "left": "issue:65064", "right": "issue:65733", "accept": false, "reason": "Both involve startup/plugin discovery, but one is duplicate/re-registration behavior and the other is a severe Windows performance slowdown; the underlying bugs differ." }, { "left": "issue:66151", "right": "issue:66189", "accept": true, "reason": "Same missing `subagent-registry.runtime.js` problem and the same subagent execution/cleanup failure, so these are the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 137, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53358", "issue:53803", "issue:54013", "issue:63190", "issue:63992", "issue:64549", "issue:64891", "issue:65000", "issue:65210", "issue:65360", "issue:65468", "issue:65498", "issue:65600", "issue:65863", "issue:65870", "issue:66766", "issue:67170", "issue:67473" ], "soft_pairs": [ "issue:53358|issue:64549", "issue:65468|issue:67170", "issue:53803|issue:65210", "issue:65000|issue:65498", "issue:65600|issue:67473", "issue:63992|issue:64891", "issue:65863|issue:65870", "issue:54013|issue:63190", "issue:65360|issue:66766" ], "prepared_review_unit_hash": "bdd4c0353552d25532991259173c33e084a2857f82f5261102f1391d843a3f5e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13366, "estimated_input_tokens": 3342, "estimated_eval_tokens": 6940 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: most pairs are topical near-matches but not the same underlying defect. The only credible duplicate-like pair is the Anthropic context-window misreporting issues for Sonnet/Opus 4.", "confidence": 0.72, "canonical_issue_reason": "issue:66766 is the clearest and broadest statement of the context-window bug, explicitly naming the 200k vs 1M mismatch for Anthropic Opus/Sonnet 4 models.", "canonical_pr_reason": null, "best_issue_reason": "issue:66766 is the best canonical representative for the accepted context-window defect because it is broader and more concrete than the UI-specific report in issue:65360.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53358", "right": "issue:64549", "accept": false, "reason": "Both are memory-index related, but one is a hang after OpenAI batch completion while the other is failure to auto-index new markdown files. Different failure modes and likely different code paths." }, { "left": "issue:65468", "right": "issue:67170", "accept": false, "reason": "Both involve Telegram audio, but one reports duplicate delivery and the other delivery failure. Opposite symptoms, so not the same bug." }, { "left": "issue:53803", "right": "issue:65210", "accept": false, "reason": "Session-context duplication with token overhead is not the same as UI token counters missing and auto-compression failing. Too broad a match." }, { "left": "issue:65000", "right": "issue:65498", "accept": false, "reason": "Both mention lost/delayed completions, but one is subagent completion durability across reconnect gaps and the other is main-session final reply loss after heartbeat/exec interrupts. Different scenarios." }, { "left": "issue:65600", "right": "issue:67473", "accept": false, "reason": "These both touch compaction, but one is a stale totalTokensFresh flag causing pre-flight compaction to be skipped, while the other is threshold-based auto-compaction never firing in an embedded runner." }, { "left": "issue:63992", "right": "issue:64891", "accept": false, "reason": "Hardcoded DEFAULT_AGENT_ID in session-key writes is unrelated to repeated metadata-service HTTP requests at startup." }, { "left": "issue:65863", "right": "issue:65870", "accept": false, "reason": "Both are documentation issues, but one is a missing provider entry and the other is a stale URL path. Different files and fixes." }, { "left": "issue:54013", "right": "issue:63190", "accept": false, "reason": "Both are Telegram-related, but one is an outbound configuration error in echoTranscript and the other is a voice note reaching inbound without entering ASR. Distinct pipeline stages." }, { "left": "issue:65360", "right": "issue:66766", "accept": true, "reason": "Both describe the same context-window mismatch for Anthropic Sonnet/Opus 4 models: 200k shown/used instead of 1M. One surfaces it in UI/session_status, the other in session context limit." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 138, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53697", "issue:63620", "issue:64283", "issue:64317", "issue:64729", "issue:64821", "issue:65035", "issue:65997", "issue:66065", "issue:66088", "issue:66099", "issue:66125", "issue:66635", "issue:67260", "issue:67357", "issue:67394", "issue:67436" ], "soft_pairs": [ "issue:64729|issue:65997", "issue:66088|issue:67357", "issue:66065|issue:66099", "issue:64821|issue:67436", "issue:66125|issue:67260", "issue:66635|issue:67394", "issue:64283|issue:65035", "issue:53295|issue:53697", "issue:63620|issue:64317" ], "prepared_review_unit_hash": "e8aed3473a2cb5e7192d20f9e4f0670fd181305521ab677a03a2687880d9bfae", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13567, "estimated_input_tokens": 3392, "estimated_eval_tokens": 7040 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues span several unrelated subsystems (Feishu, browser/CDP, gateway/config, WhatsApp, Discord, plugins). The soft-similarity pairs are thematic but not the same underlying bug/change, so none should be merged as duplicates.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single canonical issue fits the whole set: the reports cover distinct components and failure modes, so choosing one representative would be misleading.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64729", "right": "issue:65997", "accept": false, "reason": "Both mention plugin gating/allowlists, but one is about stale plugin IDs in crons list while the other is about CLI help/plugin access validation; different code paths and symptoms." }, { "left": "issue:66088", "right": "issue:67357", "accept": false, "reason": "Both involve Discord, but 66088 is a config validation false positive for multi-account token presence, while 67357 is a broader file-sending bug with two separate failures." }, { "left": "issue:66065", "right": "issue:66099", "accept": false, "reason": "Both concern Chromium/CDP reachability, but 66065 is a managed browser profile regression in Docker/Linux and 66099 is a websocket connection failure after start; not clearly the same defect." }, { "left": "issue:64821", "right": "issue:67436", "accept": false, "reason": "Both mention hot-reload/gateway behavior, but 64821 is config corruption from plugin init logs and 67436 is a self-induced manifest.db corruption loop; different mechanisms." }, { "left": "issue:66125", "right": "issue:67260", "accept": false, "reason": "Both are fallback-related, but one is OpenAI-compatible proxy fallback selection failing and the other is Ollama fallback in a long-lived Telegram session; distinct providers and failure modes." }, { "left": "issue:66635", "right": "issue:67394", "accept": false, "reason": "Both are WhatsApp auto-reply issues, but 66635 is inline media path handling for direct send and 67394 is group delivery failure; not the same underlying bug." }, { "left": "issue:64283", "right": "issue:65035", "accept": false, "reason": "One is gateway install --force dropping an env var for Google Vertex auth, the other is doctor --fix rewriting Discord streaming config into an unrecoverable shape; unrelated subsystems." }, { "left": "issue:53295", "right": "issue:53697", "accept": false, "reason": "Both are Feishu send/schema problems, but 53295 is proactive text-only messaging requiring an unnecessary card parameter while 53697 is a schema regression marking card as required; related area but not the same concrete bug." }, { "left": "issue:63620", "right": "issue:64317", "accept": false, "reason": "Both affect browser-like UI flows, but one is an overlay blocking the Dreaming tab and the other is screenshot timeout on Wayland after page load; different layers and symptoms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 139, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53480", "issue:53858", "issue:54069", "issue:63811", "issue:64337", "issue:64603", "issue:64750", "issue:64764", "issue:64788", "issue:65072", "issue:65125", "issue:65297", "issue:65314", "issue:65564", "issue:65582", "issue:65843", "issue:67032" ], "soft_pairs": [ "issue:65314|issue:65843", "issue:53384|issue:53480", "issue:64764|issue:64788", "issue:65564|issue:65582", "issue:53858|issue:54069", "issue:65072|issue:67032", "issue:64603|issue:65125", "issue:64750|issue:65297", "issue:63811|issue:64337" ], "prepared_review_unit_hash": "b7c7b19fdc2e7870a83469b40ead7cf8d5c93092785dc625c44d037ae519b838", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13355, "estimated_input_tokens": 3339, "estimated_eval_tokens": 6934 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All proposed soft pairs are false positives: they share broad terms like streaming, CDP, image upload, or send() behavior, but the underlying bugs, surfaces, and code paths are different.", "confidence": 0.95, "canonical_issue_reason": "No canonical issue: the set is heterogeneous across unrelated subsystems (streaming, browser/CDP, messaging integrations, session/filesystem, channel restarts, and UI upload).", "canonical_pr_reason": null, "best_issue_reason": "No global best issue is suitable because there is no single issue that can safely represent this mixed cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65314", "right": "issue:65843", "accept": false, "reason": "Ollama timeout in agent mode vs ACP server pairing failure are different failure modes and code paths." }, { "left": "issue:53384", "right": "issue:53480", "accept": false, "reason": "Both mention thinking/text handling, but one is a streaming parser drop and the other is a reset regression that disables thinkingLevel and breaks tool calling." }, { "left": "issue:64764", "right": "issue:64788", "accept": false, "reason": "Both are CDP connectivity reports, but they involve different environments and distinct reachability checks (WSL2/Edge vs launchd/Chrome)." }, { "left": "issue:65564", "right": "issue:65582", "accept": false, "reason": "Session/transcript rotation bug vs macOS mkdir ENOENT are unrelated." }, { "left": "issue:53858", "right": "issue:54069", "accept": false, "reason": "Both are channel startup/dispatch problems, but they affect different channels with different triggers and symptoms." }, { "left": "issue:65072", "right": "issue:67032", "accept": false, "reason": "Both involve image upload in UI, but the affected surfaces differ (Web UI vs webchat control UI) and one also includes message lag." }, { "left": "issue:64603", "right": "issue:65125", "accept": false, "reason": "Punycode deprecation warning and browser attach failures are unrelated." }, { "left": "issue:64750", "right": "issue:65297", "accept": false, "reason": "Both are send() attachment/media loss reports, but they are for different messaging providers and do not look like one shared code-path bug." }, { "left": "issue:63811", "right": "issue:64337", "accept": false, "reason": "Telegram plugin auto-restart loop and heartbeat delivery not sending output are different runtime issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 140, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53876", "issue:63033", "issue:63126", "issue:63314", "issue:64043", "issue:64409", "issue:64590", "issue:64845", "issue:64850", "issue:65283", "issue:65843", "issue:65915", "issue:66159", "issue:66625", "issue:66740", "issue:67170", "issue:67576" ], "soft_pairs": [ "issue:63033|issue:67170", "issue:63126|issue:63314", "issue:66740|issue:67576", "issue:65283|issue:66625", "issue:64590|issue:64845", "issue:64850|issue:65843", "issue:64043|issue:64409", "issue:53494|issue:66159", "issue:53876|issue:65915" ], "prepared_review_unit_hash": "3711483942b83e9e7161c227de5d92d5fd8368d941c8988177d9986372a076ae", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13446, "estimated_input_tokens": 3362, "estimated_eval_tokens": 6980 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a false-positive cluster: only the two memory-core narrative/idempotencyKey reports look like the same underlying bug; the WhatsApp, image, ACP, plugin, Telegram, and provider items are different failure modes or code paths.", "confidence": 0.86, "canonical_issue_reason": "issue:64590 is the best canonical issue because it states the concrete schema-validation failure and the exact memory-core narrative path; issue:64845 appears to be the same bug in a shorter rewording.", "canonical_pr_reason": null, "best_issue_reason": "issue:64590 is the strongest overall issue candidate because it is the clearest, most specific report in the only true duplicate pair; the rest of the cluster is too heterogeneous to serve as a better representative.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63033", "right": "issue:67170", "accept": false, "reason": "Both involve audio delivery, but one is webchat TTS output and the other is Telegram talk-voice delivery; different channels and likely different code paths." }, { "left": "issue:63126", "right": "issue:63314", "accept": false, "reason": "Both concern WhatsApp media sending, but the reported causes differ: legacy shim hijacking `sendMedia` vs `hasMedia: false`/flag handling regression." }, { "left": "issue:66740", "right": "issue:67576", "accept": false, "reason": "One is a wrong context-window display in Google provider metadata; the other is provider parsing for `infer model run` falling back to openai-codex." }, { "left": "issue:65283", "right": "issue:66625", "accept": false, "reason": "Both mention MiniMax/Minimax image support, but one is a coding-plan API-key capability check and the other is a VLM model failure; not clearly the same bug." }, { "left": "issue:64590", "right": "issue:64845", "accept": true, "reason": "Same memory-core narrative-generation failure: both report the missing required `idempotencyKey` field." }, { "left": "issue:64850", "right": "issue:65843", "accept": false, "reason": "One is an ACP runtime backend unavailable/spawn problem, the other is a pairing failure when adding a remote OpenClaw ACP server." }, { "left": "issue:64043", "right": "issue:64409", "accept": false, "reason": "Both are memory-core/dreaming related, but one is a cron recreation bug after gateway restart and the other is config resolution returning `enabled=false` during startup." }, { "left": "issue:53494", "right": "issue:66159", "accept": false, "reason": "One is plugin-tool registry corruption after an image message; the other is doctor hanging during the Plugins step with large agent overrides." }, { "left": "issue:53876", "right": "issue:65915", "accept": false, "reason": "Different plugins and symptoms: Telegram channel configuration after upgrade vs opik-openclaw trace export stopping after upgrade." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 141, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53542", "issue:62875", "issue:63190", "issue:63923", "issue:63968", "issue:63992", "issue:64070", "issue:64729", "issue:64799", "issue:64801", "issue:64850", "issue:65465", "issue:65646", "issue:66288", "issue:66732", "issue:67135", "issue:67414", "issue:67469" ], "soft_pairs": [ "issue:64729|issue:64801", "issue:64799|issue:64850", "issue:63190|issue:66732", "issue:65465|issue:67135", "issue:66288|issue:67414", "issue:53542|issue:62875", "issue:63923|issue:65646", "issue:63992|issue:67469", "issue:63968|issue:64070" ], "prepared_review_unit_hash": "bff4fbe12ba1a54fbac633f9618c9a99d8c86345947442320fc7a08f8bc9346f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13459, "estimated_input_tokens": 3365, "estimated_eval_tokens": 6986 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are mostly theme-adjacent but not duplicates; they span different subsystems and concrete failures, so no soft pair should be merged.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64729", "right": "issue:64801", "accept": false, "reason": "Both involve plugin allow-listing, but one is a stale plugin ID error for crons list while the other is Discord not loading when excluded; different failure modes and code paths." }, { "left": "issue:64799", "right": "issue:64850", "accept": false, "reason": "Model resolution on macOS and ACP backend spawn failures are unrelated runtime/config issues; they do not appear to be the same bug." }, { "left": "issue:63190", "right": "issue:66732", "accept": false, "reason": "Both are Telegram bugs, but one is ASR ingestion for voice notes and the other is reminder-flow messaging; different features and symptoms." }, { "left": "issue:65465", "right": "issue:67135", "accept": false, "reason": "Both mention compaction/context sizing, but one is Ollama reserve-token precheck behavior and the other is a webchat context meter / /new session weighting issue." }, { "left": "issue:66288", "right": "issue:67414", "accept": false, "reason": "Both involve images in UI, but one loses pasted/uploaded image content in webchat and the other shows blank previews plus reprocessing in Control UI; not the same bug." }, { "left": "issue:53542", "right": "issue:62875", "accept": false, "reason": "Both are packaging/plugin-related, but one is a plugin API version/control-ui packaging issue and the other is a Telegram bundled plugin missing src/; different artifacts and fixes." }, { "left": "issue:63923", "right": "issue:65646", "accept": false, "reason": "Compaction-summary limits and session-model drift are separate problems affecting different parts of the runtime." }, { "left": "issue:63992", "right": "issue:67469", "accept": false, "reason": "Session key writes hardcoding DEFAULT_AGENT_ID and transcript persistence failures are distinct regressions, not the same underlying bug." }, { "left": "issue:63968", "right": "issue:64070", "accept": false, "reason": "One is a missing QA markdown file in packaging, the other a missing native runtime dependency on ARM64; unrelated recovery paths and fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 142, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53721", "issue:64235", "issue:64618", "issue:64955", "issue:65000", "issue:65335", "issue:65510", "issue:65517", "issue:65676", "issue:65869", "issue:66099", "issue:66159", "issue:66579", "issue:66611", "issue:67152", "issue:67288", "issue:67394", "issue:67502" ], "soft_pairs": [ "issue:64955|issue:65510", "issue:65000|issue:67502", "issue:66579|issue:67394", "issue:66099|issue:66611", "issue:64618|issue:67152", "issue:65676|issue:67288", "issue:65335|issue:65869", "issue:65517|issue:66159", "issue:53721|issue:64235" ], "prepared_review_unit_hash": "13ab788aad3185c8770b7c45a8cb4877f9f4b7e50662250dffa33a673d1bdcb1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13506, "estimated_input_tokens": 3377, "estimated_eval_tokens": 7010 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: Telegram, WhatsApp, browser/CDP, SecretRef, model fallback, and Dreaming issues are largely separate. The only clear duplicate-looking pair is the Control UI Dreaming RPC mismatch (65335 \u2194 65869).", "confidence": 0.83, "canonical_issue_reason": "Issue 65869 is the best canonical issue: it is the broader, closed report and fully subsumes 65335\u2019s narrower 'wiki.importInsights' failure with the additional missing 'wiki.palace' API detail.", "canonical_pr_reason": null, "best_issue_reason": "65869 is the strongest representative of the only true duplicate pair in this set; it captures the underlying Control UI Dreaming RPC mismatch more completely than 65335.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64955", "right": "issue:65510", "accept": false, "reason": "Both involve SecretRef behavior, but they hit different integrations and paths (x_search canonical xAI auth vs Firecrawl webFetch.apiKey)." }, { "left": "issue:65000", "right": "issue:67502", "accept": false, "reason": "Both mention delivery/retry problems, but one is subagent completion durability across reconnects and the other is nested lane congestion/context corruption; different failure modes." }, { "left": "issue:66579", "right": "issue:67394", "accept": false, "reason": "Both are WhatsApp auto-reply related, but one is plugin-hook cancellation/before_dispatch handling and the other is group message delivery failure." }, { "left": "issue:66099", "right": "issue:66611", "accept": false, "reason": "Both concern Chrome/CDP connectivity, but one is websocket unreachable after start and the other is attachOnly profile connection failure; not enough evidence of the same code-path bug." }, { "left": "issue:64618", "right": "issue:67152", "accept": false, "reason": "Both mention Dreaming/Gateway, but one is a cron registration/import bug while the other is request-scoped subagent runtime misuse and cleanup warnings." }, { "left": "issue:65676", "right": "issue:67288", "accept": false, "reason": "These are different subsystems and bugs: model fallback looping vs missing config.discovery.enabled gating for discovery requests." }, { "left": "issue:65335", "right": "issue:65869", "accept": true, "reason": "Same underlying Control UI Dreaming RPC mismatch; 65869 is the broader report that includes the missing wiki.importInsights call plus the additional wiki.palace API failure." }, { "left": "issue:65517", "right": "issue:66159", "accept": false, "reason": "Both involve performance/stall symptoms, but one is Telegram polling starvation from embedded subagent execution and the other is doctor hanging in Plugins with large agents.list/model overrides." }, { "left": "issue:53721", "right": "issue:64235", "accept": false, "reason": "Both are Telegram-related, but one is gateway restart/init failure for a channel and the other is sendMessage network request failure; distinct symptoms and likely distinct paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 143, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53542", "issue:62958", "issue:63816", "issue:63923", "issue:64070", "issue:64687", "issue:65002", "issue:65117", "issue:65347", "issue:65516", "issue:65571", "issue:65584", "issue:65652", "issue:66074", "issue:66159", "issue:66460", "issue:66752", "issue:67378" ], "soft_pairs": [ "issue:64070|issue:66752", "issue:64687|issue:65347", "issue:65002|issue:65117", "issue:63816|issue:67378", "issue:62958|issue:65584", "issue:65652|issue:66460", "issue:63923|issue:66159", "issue:53542|issue:65516", "issue:65571|issue:66074" ], "prepared_review_unit_hash": "dace4ff35380678b3a21daadcb8c3f8eee2d7fad66cbe813c73ae397e3b7a4c4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13502, "estimated_input_tokens": 3376, "estimated_eval_tokens": 7008 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly heterogeneous; only two soft duplicate pairs look like the same underlying bug. The strongest matches are the OpenAI Codex OAuth failures (64687/65347) and the WhatsApp outbound media-drop reports (65002/65117).", "confidence": 0.91, "canonical_issue_reason": "There is no single cluster-wide canonical issue because the items span unrelated bugs. If a representative issue must be chosen, 65002 is the best anchor since it has a very clear duplicate-style match and a concrete code-path symptom.", "canonical_pr_reason": null, "best_issue_reason": "65002 is the clearest representative of the only obvious duplicate-style bug family in this set: WhatsApp outbound media being silently dropped with hasMedia:false.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64070", "right": "issue:66752", "accept": false, "reason": "Both are ARM64/runtime-install failures, but the symptoms and likely code paths differ: missing bundled runtime dep vs module-not-found in npm global install." }, { "left": "issue:64687", "right": "issue:65347", "accept": true, "reason": "Both report OpenAI Codex OAuth auth broken, including invalid_scope / missing authorization code. They look like the same OAuth flow regression." }, { "left": "issue:65002", "right": "issue:65117", "accept": true, "reason": "Both describe WhatsApp outbound media being silently dropped and ending up with hasMedia:false. Same underlying outbound media pipeline bug." }, { "left": "issue:63816", "right": "issue:67378", "accept": false, "reason": "Both are WhatsApp outbound issues, but one is about media delivery success with no file delivered and the other is about ghost chats from missing LID\u2192PN resolution. Different bugs." }, { "left": "issue:62958", "right": "issue:65584", "accept": false, "reason": "Both involve hangs/timeouts, but they are in different subsystems and contexts (local Ollama on macOS vs cron CLI exit behavior). Not the same bug." }, { "left": "issue:65652", "right": "issue:66460", "accept": false, "reason": "Both mention heartbeat, but one is about dreaming triggering every heartbeat and the other about cron-owned exec completion events being relayed. Related area, not the same concrete bug." }, { "left": "issue:63923", "right": "issue:66159", "accept": false, "reason": "Auto-compaction/contextWindow behavior is unrelated to doctor hanging after the Plugins step with large agents.list overrides." }, { "left": "issue:53542", "right": "issue:65516", "accept": false, "reason": "Both are packaging/build-ish, but one is plugin API version/UI packaging and the other is a missing bundle-a2ui.sh script in the installed package. Different issues." }, { "left": "issue:65571", "right": "issue:66074", "accept": false, "reason": "Both affect browser tooling, but one is CDP startup failure on Linux and the other is an SSRF policy/IP-literal error on a managed profile. Different failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 144, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53559", "issue:63620", "issue:64019", "issue:64590", "issue:64602", "issue:64732", "issue:64748", "issue:65157", "issue:65159", "issue:65277", "issue:65693", "issue:66129", "issue:66306", "issue:66637", "issue:66752", "issue:67423", "issue:67576" ], "soft_pairs": [ "issue:53559|issue:65693", "issue:64019|issue:64602", "issue:64019|issue:64590", "issue:65157|issue:65159", "issue:67423|issue:67576", "issue:66306|issue:66637", "issue:64732|issue:64748", "issue:66129|issue:66752", "issue:63620|issue:65277" ], "prepared_review_unit_hash": "f140bfa78d8c87fb12c56a3fc996ec3ab9116bd41a31b8c2c9ee3876631a13d1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12855, "estimated_input_tokens": 3214, "estimated_eval_tokens": 6684 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one clear duplicate set emerges: three issues about dreaming narrative generation failing because `idempotencyKey` is missing. The other soft pairs are related by subsystem wording only, but appear to describe different bugs or code paths.", "confidence": 0.92, "canonical_issue_reason": "issue:64019 is the strongest canonical for the dreaming/idempotencyKey bug: it is specific, technical, and the other two matching reports read like near-duplicates of the same missing-`idempotencyKey` failure.", "canonical_pr_reason": null, "best_issue_reason": "issue:64019 is the best global issue candidate because it most clearly names the root failure and is supported by two closely matching reports; the remaining items are separate bugs.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53559", "right": "issue:65693", "accept": false, "reason": "Different products and failure modes: Feishu reply routing vs heartbeat session threadId loss." }, { "left": "issue:64019", "right": "issue:64602", "accept": true, "reason": "Same underlying bug: dreaming narrative generation fails due to missing `idempotencyKey` / required `idempotencyKey`." }, { "left": "issue:64019", "right": "issue:64590", "accept": true, "reason": "Same root cause and symptom: narrative generation failing because `idempotencyKey` is missing/required." }, { "left": "issue:65157", "right": "issue:65159", "accept": false, "reason": "Both mention plugins/hooks, but one is provider-specific hook dispatch and the other is memory injection not triggering; not clearly the same code-path bug." }, { "left": "issue:67423", "right": "issue:67576", "accept": false, "reason": "Auth key selection bug vs model-string provider resolution bug; related to provider handling but different underlying problems." }, { "left": "issue:66306", "right": "issue:66637", "accept": false, "reason": "Both on macOS, but one is stuck health-check status and the other is remote node browser proxy failure." }, { "left": "issue:64732", "right": "issue:64748", "accept": false, "reason": "Both involve CLI/allowlists, but one is synthetic command ids in plugins.allow and the other is a memory-wiki alias mismatch." }, { "left": "issue:66129", "right": "issue:66752", "accept": false, "reason": "Both reference audit bundle files, but one is missing channel bundle files at runtime and the other is an ARM64 npm global install module resolution error." }, { "left": "issue:63620", "right": "issue:65277", "accept": false, "reason": "Both are Dreaming issues, but one is an overlay/UI lockup and the other is runaway internal session creation overnight." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 145, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53599", "issue:53857", "issue:63992", "issue:64839", "issue:65056", "issue:65584", "issue:65890", "issue:66288", "issue:66335", "issue:66370", "issue:66389", "issue:66488", "issue:66611", "issue:66768", "issue:67113", "issue:67114", "issue:67264" ], "soft_pairs": [ "issue:65056|issue:66389", "issue:64839|issue:66768", "issue:66288|issue:66370", "issue:53857|issue:63992", "issue:53599|issue:66611", "issue:66335|issue:66488", "issue:66611|issue:67264", "issue:65584|issue:67114", "issue:65890|issue:67113" ], "prepared_review_unit_hash": "c86ecae00c6778de12b42f054f8c60127cb6771cc7505e1209852f4a2eab149f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12966, "estimated_input_tokens": 3242, "estimated_eval_tokens": 6740 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are different bugs despite superficial similarity. The only likely duplicate is the browser-start/CDP websocket timeout pair; the image and browser/CLI pairs are related by symptom but not clearly the same root cause.", "confidence": 0.78, "canonical_issue_reason": "issue:66335 is the broader browser-start/CDP websocket failure; issue:66488 reads like a Windows-specific timeout variant of the same startup path.", "canonical_pr_reason": null, "best_issue_reason": "issue:66335 is the best representative issue: it is concrete, reproducible, and broad enough to cover the CDP startup connection problem without being overly platform-specific.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65056", "right": "issue:66389", "accept": false, "reason": "Different subsystems: cache-key ordering in prompt caching vs embedded runtime spawning a new process and missing cache." }, { "left": "issue:64839", "right": "issue:66768", "accept": false, "reason": "Unrelated bugs: image/model support in bailian/Qwen vs empty completed turns in a container image." }, { "left": "issue:66288", "right": "issue:66370", "accept": false, "reason": "Both mention disappearing images, but one says the model never receives image content while the other says the image is received then disappears from chat; too different to treat as the same bug." }, { "left": "issue:53857", "right": "issue:63992", "accept": false, "reason": "Different failures in different areas: web_search API-key resolution vs session key writes hardcoding DEFAULT_AGENT_ID." }, { "left": "issue:53599", "right": "issue:66611", "accept": false, "reason": "Browser relay removal/cross-machine support is a different problem from attachOnly failing to connect to an already running Chrome CDP endpoint." }, { "left": "issue:66335", "right": "issue:66488", "accept": true, "reason": "Same browser-start/CDP websocket reachability failure; the Windows report looks like a specific timeout manifestation of the broader startup issue." }, { "left": "issue:66611", "right": "issue:67264", "accept": false, "reason": "attachOnly CDP connection failure is unrelated to tilde-expansion of executablePath causing ENOENT." }, { "left": "issue:65584", "right": "issue:67114", "accept": false, "reason": "Both involve hanging, but the commands and suspected code paths differ (cron CLI exit behavior vs status/health stall after restart)." }, { "left": "issue:65890", "right": "issue:67113", "accept": false, "reason": "Different QMD bugs: managed collection mismatch in memory search vs ARM embed timeout loop." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 146, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53466", "issue:53998", "issue:62505", "issue:64283", "issue:64497", "issue:64710", "issue:64750", "issue:64765", "issue:64793", "issue:65443", "issue:65553", "issue:65950", "issue:66046", "issue:66702", "issue:66916", "issue:67291", "issue:67358", "issue:67414" ], "soft_pairs": [ "issue:66702|issue:67414", "issue:62505|issue:66916", "issue:64750|issue:65443", "issue:53466|issue:53998", "issue:64765|issue:65553", "issue:67291|issue:67358", "issue:64283|issue:66046", "issue:64710|issue:64793", "issue:64497|issue:65950" ], "prepared_review_unit_hash": "be0875c9b0600f5e06cbd82bc99f19118237d589cb0faa7e0a047a388029340b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13468, "estimated_input_tokens": 3367, "estimated_eval_tokens": 6990 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. The only clear duplicate pair is the onboarding `trim` crash reports; the other soft-edge candidates are thematically related at best, but not the same underlying bug.", "confidence": 0.79, "canonical_issue_reason": "Issue 67291 is the broader onboarding crash report and matches the exact `undefined (reading 'trim')` failure seen in 67358, which looks like a Telegram-specific instance of the same bug.", "canonical_pr_reason": null, "best_issue_reason": "67291 is the best representative issue because it describes the general onboarding failure with the exact error and broader scope, making it the most canonical anchor for the duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66702", "right": "issue:67414", "accept": false, "reason": "Both involve images, but one is about vision context contamination while the other is about blank pasted-image previews and reprocessing on history load; different bugs/code paths." }, { "left": "issue:62505", "right": "issue:66916", "accept": false, "reason": "Both mention agent/tooling problems, but one is a general agent-completion failure and the other is a Slack approval-button tool-call formatting issue; not the same bug." }, { "left": "issue:64750", "right": "issue:65443", "accept": false, "reason": "Both are messaging tool delivery issues, but they affect different integrations and payload types (WhatsApp attachments vs Telegram TTS voice replies); too broad to treat as one bug." }, { "left": "issue:53466", "right": "issue:53998", "accept": false, "reason": "External Codex credential overwrite/OAuth failures and secrets audit false positives are unrelated security/configuration issues." }, { "left": "issue:64765", "right": "issue:65553", "accept": false, "reason": "One is a memory retrieval correctness issue and the other is a CLI hang on arm64/QMD backend; same subsystem name, different failure modes." }, { "left": "issue:67291", "right": "issue:67358", "accept": true, "reason": "Exact same `undefined (reading 'trim')` onboarding crash, with 67358 looking like a Telegram-specific reproduction of the broader onboarding bug in 67291." }, { "left": "issue:64283", "right": "issue:66046", "accept": false, "reason": "Both concern google-vertex auth failures, but one is specifically about `--force` reinstall dropping `GOOGLE_APPLICATION_CREDENTIALS` while the other is a version regression with 401s; insufficient evidence they are the same code-path bug." }, { "left": "issue:64710", "right": "issue:64793", "accept": false, "reason": "Both mention agent timeouts, but one is an Ollama call timing out and the other is UI error handling for timeouts; related symptoms, not one concrete duplicate." }, { "left": "issue:64497", "right": "issue:65950", "accept": false, "reason": "Both are about isolated cron sessions, but one is about spawn failures after inactivity and the other is about falsely reporting `status:ok` despite incomplete work; distinct bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 147, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53310", "issue:53317", "issue:53926", "issue:62875", "issue:62904", "issue:64475", "issue:64480", "issue:65529", "issue:65578", "issue:65663", "issue:66219", "issue:66353", "issue:66424", "issue:66763", "issue:67158", "issue:67188", "issue:67422", "issue:67573" ], "soft_pairs": [ "issue:65578|issue:67422", "issue:53317|issue:67158", "issue:66353|issue:66763", "issue:53926|issue:66219", "issue:53310|issue:64480", "issue:64475|issue:67573", "issue:62875|issue:62904", "issue:65663|issue:66424", "issue:65529|issue:67188" ], "prepared_review_unit_hash": "914cb11e0c05526b72d0e3b8caa00b8fa7c296791f6fb8e9e3d9a14d5049a051", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13336, "estimated_input_tokens": 3334, "estimated_eval_tokens": 6924 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly heterogeneous with two true duplicate pairs: the /new and /reset session-model override bug, and the Telegram missing src/ directory bug. The remaining soft pairs look related only at a broad subsystem level and should not be merged.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue for the full set: the items span unrelated bugs, and only two pairs are clear duplicates.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64475 is the strongest representative because 67573 is a near-exact duplicate about the same /new and /reset model-override behavior and the report is concrete and actionable.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65578", "right": "issue:67422", "accept": false, "reason": "Different products/symptoms: model auto-discovery vs webchat streaming, no shared code-path bug." }, { "left": "issue:53317", "right": "issue:67158", "accept": false, "reason": "Both involve OAuth/auth, but one is token overwrite on startup and the other is model access rejection; not the same defect." }, { "left": "issue:66353", "right": "issue:66763", "accept": false, "reason": "Both concern Chrome/CDP attachment, but detection failure and attachOnly connection failure are distinct issues." }, { "left": "issue:53926", "right": "issue:66219", "accept": false, "reason": "Both mention systemd/secrets handling, but install-time EnvironmentFile wiring and doctor --repair re-embedding tokens are different bugs." }, { "left": "issue:53310", "right": "issue:64480", "accept": false, "reason": "Feishu card JSON parsing and BlueBubbles delivery/configuration are unrelated." }, { "left": "issue:64475", "right": "issue:67573", "accept": true, "reason": "Same underlying bug: /new and /reset should clear the session-level model override and respect agents.defaults.model." }, { "left": "issue:62875", "right": "issue:62904", "accept": true, "reason": "Clear duplicate: both report the Telegram extension/plugin missing the src/ directory and breaking config load in 2026.4.7." }, { "left": "issue:65663", "right": "issue:66424", "accept": false, "reason": "Different providers and failures: Azure Responses API replay/history 400s vs GitHub Copilot/OAuth 401 connection mismatch." }, { "left": "issue:65529", "right": "issue:67188", "accept": false, "reason": "'tts' is too vague to establish the same Microsoft Edge TTS provider-registration bug with confidence." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 148, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53480", "issue:63214", "issue:64337", "issue:64845", "issue:65152", "issue:65571", "issue:65578", "issue:65697", "issue:65834", "issue:66390", "issue:66682", "issue:66768", "issue:66952", "issue:67072", "issue:67081", "issue:67152", "issue:67264" ], "soft_pairs": [ "issue:67072|issue:67081", "issue:65571|issue:67264", "issue:65834|issue:67152", "issue:53480|issue:65152", "issue:65697|issue:66390", "issue:53317|issue:66952", "issue:63214|issue:64845", "issue:65578|issue:66768", "issue:64337|issue:66682" ], "prepared_review_unit_hash": "2399fe86966299d5014acb706fed4070e8762eef02ce3509d575f6fa4b438007", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13707, "estimated_input_tokens": 3427, "estimated_eval_tokens": 7110 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Two duplicate pairs are clear: the two webchat immediate-render reports, and the two memory-core idempotencyKey reports. The remaining soft pairs describe different failure modes or code paths and should stay separate.", "confidence": 0.85, "canonical_issue_reason": "Issue 67081 is the best canonical issue: it is open, broadly phrased, and captures the core webchat rendering bug without the narrower Mac Chrome framing from 67072.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67081 is the strongest overall issue to keep because it is the most general, current, and user-facing report among the accepted duplicates.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67072", "right": "issue:67081", "accept": true, "reason": "Same user-visible bug: sent webchat messages do not appear until the assistant replies; 67072 just adds a Mac Chrome observation." }, { "left": "issue:65571", "right": "issue:67264", "accept": false, "reason": "Both concern browser startup, but one is a Chrome CDP port failure and the other is executablePath tilde-expansion ENOENT; different root causes." }, { "left": "issue:65834", "right": "issue:67152", "accept": false, "reason": "Both are memory-core/dreaming related, but one is cron reconciliation status reporting and the other is request-scoped runtime misuse and cleanup warnings." }, { "left": "issue:53480", "right": "issue:65152", "accept": false, "reason": "Both mention Codex/tool calling, but the bugs differ: /reset creates bad session config versus the provider not emitting function_call because tool definitions are missing." }, { "left": "issue:65697", "right": "issue:66390", "accept": false, "reason": "Two distinct startup/update failures: entrypoint mismatch after pnpm update versus file-lock conflicts during npm/openclaw update." }, { "left": "issue:53317", "right": "issue:66952", "accept": false, "reason": "Related OAuth/Codex area, but different bugs: stale cached startup state overwriting tokens versus refresh-race invalidation and stale status reporting." }, { "left": "issue:63214", "right": "issue:64845", "accept": true, "reason": "Same memory-core dreaming failure: both report the missing required property idempotencyKey during narrative generation." }, { "left": "issue:65578", "right": "issue:66768", "accept": false, "reason": "One is incomplete model auto-discovery for Kilo Gateway, the other is empty completed turns in an image tag; not the same bug." }, { "left": "issue:64337", "right": "issue:66682", "accept": false, "reason": "Different subsystems and symptoms: heartbeat output delivery versus Telegram command registration at startup." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 149, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53666", "issue:53998", "issue:62886", "issue:62904", "issue:63197", "issue:65125", "issue:65450", "issue:65559", "issue:65695", "issue:65844", "issue:66016", "issue:66078", "issue:66088", "issue:66099", "issue:66185", "issue:66227", "issue:66758" ], "soft_pairs": [ "issue:65125|issue:66099", "issue:65559|issue:66088", "issue:65695|issue:66099", "issue:63197|issue:66185", "issue:53998|issue:65844", "issue:65450|issue:66758", "issue:62886|issue:62904", "issue:53666|issue:66078", "issue:66016|issue:66227" ], "prepared_review_unit_hash": "f7dcd779a69e1ff3f8bd1cfff493681c9103df274d5e6cf3c51781ae6116a5c6", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12821, "estimated_input_tokens": 3206, "estimated_eval_tokens": 6668 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "A few tight duplicate pairs appear, mostly around the same browser/CDP, Telegram extension, and image-tool model-resolution regressions; the rest look unrelated despite some shared subsystem vocabulary.", "confidence": 0.77, "canonical_issue_reason": "issue:65695 is the clearest canonical bug report: it states the concrete Chrome CDP failure, the affected path (gateway connecting to its own child Chrome process), and is more specific than the shorter duplicate title in 66099.", "canonical_pr_reason": null, "best_issue_reason": "issue:65695 is the strongest overall anchor because it is the most precise, root-cause-oriented report among the near-duplicates and is easy to map other reports onto.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65125", "right": "issue:66099", "accept": false, "reason": "Both mention Chrome/CDP connectivity, but one is macOS browser attach failure and the other is a child-Chrome websocket reachability regression; not the same concrete bug." }, { "left": "issue:65559", "right": "issue:66088", "accept": false, "reason": "Different subsystems and failure modes: webhook mention handling vs Discord skill config validation." }, { "left": "issue:65695", "right": "issue:66099", "accept": true, "reason": "Same Chrome CDP regression described with different wording; both report the websocket/startup reachability failure in the browser path." }, { "left": "issue:63197", "right": "issue:66185", "accept": false, "reason": "Both involve memory artifacts, but one is bridge-mode import failure and the other is a dreaming cron that exits early without producing artifacts; not the same bug." }, { "left": "issue:53998", "right": "issue:65844", "accept": false, "reason": "Secrets-audit plaintext detection and multi-profile auth collapse are unrelated problems." }, { "left": "issue:65450", "right": "issue:66758", "accept": true, "reason": "Both report the same image-tool \"Unknown model\" regression in the model-resolution path; the later issue just broadens the affected Ollama/provider scope." }, { "left": "issue:62886", "right": "issue:62904", "accept": true, "reason": "These are clearly the same Telegram extension packaging bug: missing src/ directory causes setup/config load failure." }, { "left": "issue:53666", "right": "issue:66078", "accept": false, "reason": "Memory index returning 0 chunks and an unknown embedding provider error are different failure points." }, { "left": "issue:66016", "right": "issue:66227", "accept": false, "reason": "A cron TypeError and a CLI hang after listing output are not the same underlying defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 150, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:53480", "issue:64019", "issue:64476", "issue:64861", "issue:65050", "issue:65347", "issue:65653", "issue:65832", "issue:66125", "issue:66470", "issue:66492", "issue:66496", "issue:66756", "issue:66768", "issue:67135", "issue:67247", "issue:67502" ], "soft_pairs": [ "issue:64861|issue:65347", "issue:66756|issue:67247", "issue:66492|issue:66496", "issue:64019|issue:65653", "issue:66470|issue:67135", "issue:53480|issue:67502", "issue:66125|issue:66768", "issue:65050|issue:65832", "issue:53398|issue:64476" ], "prepared_review_unit_hash": "80effb5b7ca0a6da7bdc3ea1c4aec385929d9c0f761e7f3d04a4710b9e48ac05", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13495, "estimated_input_tokens": 3374, "estimated_eval_tokens": 7004 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the two OpenAI Codex auth failures with invalid_scope/missing authorization code. The remaining pairs share a subsystem or theme but describe different failure modes, so they should stay separate.", "confidence": 0.89, "canonical_issue_reason": "issue:65347 is the better canonical for the auth duplicate pair because it more fully describes the OAuth failure mode (invalid_scope plus missing authorization code) and is the more specific report.", "canonical_pr_reason": null, "best_issue_reason": "issue:65347 is the strongest issue candidate overall in this set because it most clearly captures a concrete, reproducible bug and subsumes issue:64861.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64861", "right": "issue:65347", "accept": true, "reason": "Same OpenAI Codex OAuth/auth flow failure: both report invalid_scope and broken login/request authorization, so these look like the same underlying bug." }, { "left": "issue:66756", "right": "issue:67247", "accept": false, "reason": "Both are Telegram-related regressions, but one is slash commands failing and the other is the native command menu disappearing; different symptoms and likely different causes." }, { "left": "issue:66492", "right": "issue:66496", "accept": false, "reason": "Both mention heartbeat/system events, but one is a confused relay reply from missing async result context and the other is event role mislabeling as user; not the same bug." }, { "left": "issue:64019", "right": "issue:65653", "accept": false, "reason": "Both are memory-core dreaming issues, but one is missing idempotencyKey in subagent.run() and the other is orphaned sessions not cleaned up; distinct failures." }, { "left": "issue:66470", "right": "issue:67135", "accept": false, "reason": "Both concern webchat/session state, but one is the UI staying in pondering after the turn finished and the other is a false context-meter overflow; separate problems." }, { "left": "issue:53480", "right": "issue:67502", "accept": false, "reason": "These are unrelated: Discord /reset thinkingLevel regression versus lost assistant response under nested lane congestion/context corruption." }, { "left": "issue:66125", "right": "issue:66768", "accept": false, "reason": "Different areas and symptoms: OpenAI-compatible fallback proxy failure versus empty completed turns in a container image." }, { "left": "issue:65050", "right": "issue:65832", "accept": false, "reason": "Both involve image tooling, but one is tool exposure causing Codex-native vision stalls and the other is custom provider registry recognition; not the same code-path bug." }, { "left": "issue:53398", "right": "issue:64476", "accept": false, "reason": "Both are gateway-related, but one is a misleading dual-stack port-in-use error and the other is Windows local gateway RPC timeouts; different root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 151, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53540", "issue:53666", "issue:53998", "issue:62783", "issue:63212", "issue:63752", "issue:64111", "issue:64251", "issue:65431", "issue:65595", "issue:66097", "issue:66253", "issue:66353", "issue:66488", "issue:66674", "issue:66741", "issue:66763", "issue:67076" ], "soft_pairs": [ "issue:53666|issue:66741", "issue:63212|issue:67076", "issue:66353|issue:66488", "issue:53540|issue:62783", "issue:64251|issue:66674", "issue:65431|issue:66253", "issue:64111|issue:65595", "issue:66097|issue:66763", "issue:53998|issue:63752" ], "prepared_review_unit_hash": "b7ceb96c96e8a3cb64729e4e01e452b8d7a2f4695dc9f146b38f6ceba697acc8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13312, "estimated_input_tokens": 3328, "estimated_eval_tokens": 6912 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not a single duplicate cluster; it contains multiple unrelated bugs spanning memory indexing, auth, browser/CDP attach flows, image-tool/provider handling, CLI error surfacing, and secrets audit.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue fits the cluster because the reports split into distinct root-cause areas with only broad subsystem overlap.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue for deduplication; 65595 is the cleanest standalone report, but it only represents the image-tool/provider-config subtopic and not the cluster as a whole.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53666", "right": "issue:66741", "accept": false, "reason": "Both involve memory/chunking, but one is a regression to 0 chunks and the other is a Vector: unknown / chunks_vec creation problem; different concrete failures." }, { "left": "issue:63212", "right": "issue:67076", "accept": false, "reason": "Unrelated symptoms: Matrix user verification vs a generic trim-on-undefined error." }, { "left": "issue:66353", "right": "issue:66488", "accept": false, "reason": "Both touch CDP startup, but one is detection failure on a healthy endpoint and the other is a Windows websocket timeout issue." }, { "left": "issue:53540", "right": "issue:62783", "accept": false, "reason": "Different domains and causes: large-context runner network loss vs OpenRouter auth failure in isolated cron sessions." }, { "left": "issue:64251", "right": "issue:66674", "accept": false, "reason": "Both involve CLI-backed model failures, but the follow-up-path bug and the direct infer HTML/DNS error are distinct code paths and symptoms." }, { "left": "issue:65431", "right": "issue:66253", "accept": false, "reason": "Both are image-tool related, but one is capability/config mismatch and the other drops attachments for a specific model; not the same bug." }, { "left": "issue:64111", "right": "issue:65595", "accept": false, "reason": "Related subsystem, but one is Ollama vision access and the other is hardcoded openai/ prefix ignoring provider config; overlap is too broad." }, { "left": "issue:66097", "right": "issue:66763", "accept": false, "reason": "Both concern attachOnly/CDP, but one is a false 'not running' report and the other is inability to attach on macOS with a valid websocket URL." }, { "left": "issue:53998", "right": "issue:63752", "accept": false, "reason": "Unrelated: secrets audit false positives on env refs vs missing Anthropic API key despite auth-profiles.json." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 152, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53610", "issue:62748", "issue:62749", "issue:62875", "issue:63923", "issue:64019", "issue:64111", "issue:64845", "issue:65210", "issue:65431", "issue:65666", "issue:65890", "issue:66129", "issue:66527", "issue:66639", "issue:66916", "issue:67406" ], "soft_pairs": [ "issue:62748|issue:66129", "issue:62749|issue:66129", "issue:62875|issue:66527", "issue:65431|issue:66639", "issue:65890|issue:66916", "issue:64111|issue:67406", "issue:53610|issue:65666", "issue:63923|issue:65210", "issue:64019|issue:64845" ], "prepared_review_unit_hash": "ca7e01f18722f3562b1bbd70231f6314a85190ed134b99a09ff4ecf55aca21a3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12852, "estimated_input_tokens": 3213, "estimated_eval_tokens": 6682 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "I found 2 clear duplicate pairs: the Ollama image-tool/vision-model reports (#64111/#67406) and the memory-core idempotencyKey reports (#64019/#64845). The remaining soft pairs are only loosely related by subsystem or packaging and should stay separate.", "confidence": 0.82, "canonical_issue_reason": "Issue #64111 is the best global canonical-style issue in this set: it is the broadest current report for the Ollama image-tool vision-model failure, while #67406 is a narrower cloud-vision variant.", "canonical_pr_reason": null, "best_issue_reason": "#64111 is the strongest standalone issue: clear user-facing impact, a specific affected path, and broad applicability to the Ollama/image-tool vision-model bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62748", "right": "issue:66129", "accept": false, "reason": "Both are missing-file/runtime-packaging style bugs, but they point to different package assets and different failures; not the same underlying defect." }, { "left": "issue:62749", "right": "issue:66129", "accept": false, "reason": "Same as #62748: similar packaging symptoms, but no evidence they share the same missing file or code path." }, { "left": "issue:62875", "right": "issue:66527", "accept": false, "reason": "Both report npm package omissions, but one is a Telegram plugin src/ bundling issue and the other is a missing subagent-registry runtime file; too different to merge." }, { "left": "issue:65431", "right": "issue:66639", "accept": false, "reason": "Both concern image-tool/model support, but they appear provider-specific and describe different capability mismatches, not one concrete bug." }, { "left": "issue:65890", "right": "issue:66916", "accept": false, "reason": "These are unrelated subsystems: memory search backend fallback versus Slack approval tool-call formatting." }, { "left": "issue:64111", "right": "issue:67406", "accept": true, "reason": "Both describe the same image-tool/Ollama vision-model recognition failure; #67406 looks like a narrower variant of the broader bug in #64111." }, { "left": "issue:53610", "right": "issue:65666", "accept": false, "reason": "Avatar 404 and iframe 401 auth-token failures affect different endpoints and failure modes; not the same bug." }, { "left": "issue:63923", "right": "issue:65210", "accept": false, "reason": "Both mention compaction/compression, but one is about trigger logic and summary caps while the other is about UI token counts and a separate post-2026.4.9 failure." }, { "left": "issue:64019", "right": "issue:64845", "accept": true, "reason": "This is the same idempotencyKey/subagent.run failure reported in two ways; the titles and error text match the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 153, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53744", "issue:53876", "issue:62762", "issue:63752", "issue:63811", "issue:64235", "issue:65132", "issue:65363", "issue:65559", "issue:65568", "issue:66074", "issue:66161", "issue:66588", "issue:66611", "issue:66682", "issue:66806", "issue:66981", "issue:67151" ], "soft_pairs": [ "issue:66074|issue:66981", "issue:65132|issue:66161", "issue:53876|issue:64235", "issue:62762|issue:65568", "issue:63811|issue:66682", "issue:65559|issue:67151", "issue:63752|issue:66806", "issue:53744|issue:65363", "issue:66588|issue:66611" ], "prepared_review_unit_hash": "377d4bd97a0abe3222bf5976c6d11272673d89438a29e9d9f55b98a549dd881d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13616, "estimated_input_tokens": 3404, "estimated_eval_tokens": 7064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly distinct bugs across unrelated surfaces. None of the soft pairs look like the same concrete bug/change; a few share a subsystem (Telegram, browser, auth, Discord) but describe different failure modes and code paths.", "confidence": 0.97, "canonical_issue_reason": "No single canonical issue stands out: the cluster spans separate bugs in browser, Telegram, Discord, auth, and provider/model plumbing rather than one underlying defect.", "canonical_pr_reason": null, "best_issue_reason": "If forced to pick a representative issue, issue 67151 is the clearest/most actionable, but it is not a good canonical for the whole set because it is unrelated to the rest.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66074", "right": "issue:66981", "accept": false, "reason": "Both are browser-related, but one is an SSRF-policy URL validation failure and the other is a browser timeout/gateway restart symptom; different code paths and failure modes." }, { "left": "issue:65132", "right": "issue:66161", "accept": false, "reason": "Both mention assistant text leaking into chat, but one is Discord reply leakage and the other is Telegram surface leakage; too broad to be the same concrete bug." }, { "left": "issue:53876", "right": "issue:64235", "accept": false, "reason": "Both are Telegram issues, but one is a channel/configuration regression after upgrade and the other is a sendMessage network failure; not the same bug." }, { "left": "issue:62762", "right": "issue:65568", "accept": false, "reason": "Gateway 1006 closed-before-connect and ACP session resume/resource-not-found are different connection/session problems, not one underlying defect." }, { "left": "issue:63811", "right": "issue:66682", "accept": false, "reason": "Both involve Telegram startup behavior, but auto-restart/non-response and setMyCommands registration are separate issues." }, { "left": "issue:65559", "right": "issue:67151", "accept": false, "reason": "Both affect inbound message handling, but one is webhook mention detection and the other is Discord https stripping; different filtering logic." }, { "left": "issue:63752", "right": "issue:66806", "accept": false, "reason": "Both are provider API-key lookup errors, but one is Anthropic with valid auth-profiles and the other is OpenAI lookup with no OpenAI configured; similar theme, not the same bug." }, { "left": "issue:53744", "right": "issue:65363", "accept": false, "reason": "Google image-generation capability missing and Gemini CLI template-ID mapping failure are unrelated provider bugs." }, { "left": "issue:66588", "right": "issue:66611", "accept": false, "reason": "Both are browser launch/connect failures, but Raspberry Pi fallback to web_fetch and attachOnly/CDP connection failure are distinct setup/runtime paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 154, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53284", "issue:53647", "issue:54050", "issue:54073", "issue:62868", "issue:62875", "issue:62904", "issue:62905", "issue:63184", "issue:63992", "issue:64251", "issue:64599", "issue:64938", "issue:64966", "issue:65550", "issue:65663", "issue:66833" ], "soft_pairs": [ "issue:62875|issue:62905", "issue:54073|issue:64938", "issue:65663|issue:66833", "issue:54050|issue:64251", "issue:64599|issue:65550", "issue:62868|issue:62875", "issue:62904|issue:63184", "issue:63992|issue:64966", "issue:53284|issue:53647" ], "prepared_review_unit_hash": "b7c73c01ffee807ea3e12ea7c635a386ea6caf270de25da44701b77480e4e17b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12913, "estimated_input_tokens": 3229, "estimated_eval_tokens": 6714 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Several clear duplicate Telegram packaging issues; the cron-isolated-session pair is likely the same lifecycle bug, while the provider/model, auth, timeout, and reasoning-stream issues are distinct.", "confidence": 0.81, "canonical_issue_reason": "issue:62875 is the cleanest representative of the Telegram v2026.4.7 packaging regression: it names the missing bundled src/ directory directly and covers the shared root cause behind the related Telegram startup failures.", "canonical_pr_reason": null, "best_issue_reason": "issue:62875 is the strongest overall issue candidate because it most precisely states the packaging defect and matches the other Telegram bundle/startup reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62875", "right": "issue:62905", "accept": true, "reason": "Same Telegram bundle regression in 2026.4.7; one report names the missing src/ tree, the other the missing src/channel.setup.js file within it." }, { "left": "issue:54073", "right": "issue:64938", "accept": false, "reason": "Both are unknown-model/startup registration failures, but they involve different providers and likely different code paths (anthropic-vertex vs codex/*)." }, { "left": "issue:65663", "right": "issue:66833", "accept": false, "reason": "Different products and failure modes: Azure Responses API reasoning/tool-call replay vs OpenRouter/Qwen3 stream parsing of reasoning_details." }, { "left": "issue:54050", "right": "issue:64251", "accept": false, "reason": "One is OAuth credential sync/refresh_token_reused on Windows; the other is a CLI-backed follow-up-path model failure. Not the same bug." }, { "left": "issue:64599", "right": "issue:65550", "accept": false, "reason": "Both mention low-confidence output, but one is a light-sleep scoring problem and the other is a memory-core runaway loop; no clear shared code path." }, { "left": "issue:62868", "right": "issue:62875", "accept": true, "reason": "Same Telegram bundled-plugin packaging issue in 2026.4.7; both point to the missing src directory / files in the shipped extension." }, { "left": "issue:62904", "right": "issue:63184", "accept": true, "reason": "Both describe the same Telegram extension packaging/startup regression where the bundled config/setup entry points reference a non-existent src path." }, { "left": "issue:63992", "right": "issue:64966", "accept": false, "reason": "Unrelated bugs: a hardcoded DEFAULT_AGENT_ID session-key regression versus a model-routing timeout causing premature fallback." }, { "left": "issue:53284", "right": "issue:53647", "accept": true, "reason": "Likely the same isolated-cron lifecycle bug: messages not persisting in the UI and the run stopping after the first child sessions_yield boundary are consistent with one persistence/termination defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 155, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53271", "issue:53689", "issue:53781", "issue:63126", "issue:63214", "issue:64019", "issue:64238", "issue:64352", "issue:64510", "issue:65125", "issue:65595", "issue:65915", "issue:66074", "issue:66306", "issue:66621", "issue:66758", "issue:67045" ], "soft_pairs": [ "issue:53271|issue:66621", "issue:53689|issue:64510", "issue:65595|issue:66758", "issue:65125|issue:66074", "issue:65125|issue:66306", "issue:64238|issue:65915", "issue:53781|issue:67045", "issue:63126|issue:64352", "issue:63214|issue:64019" ], "prepared_review_unit_hash": "020e43c78c6ef7d167b49ad508fae0bb085c2824f3b148ff7dba74faf6eab421", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12955, "estimated_input_tokens": 3239, "estimated_eval_tokens": 6734 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set splits into several unrelated duplicate pairs. I would accept the image-upload/render pair, the image-tool provider/model pair, the WhatsApp media-send pair, and the memory-core idempotencyKey pair; the browser, gateway, model-registry, trace-export, and tool_use-compaction pairs do not look like the same underlying bug.", "confidence": 0.88, "canonical_issue_reason": "No single canonical issue for the entire set; it divides into multiple unrelated duplicate clusters.", "canonical_pr_reason": null, "best_issue_reason": "issue:63214 is the strongest representative report: it is specific, has the exact failing error and version, and cleanly matches issue:64019.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53271", "right": "issue:66621", "accept": true, "reason": "Both describe the same webchat/control-UI image-attachment failure: images are not properly handled in the UI and appear to be lost or not rendered." }, { "left": "issue:53689", "right": "issue:64510", "accept": false, "reason": "Unrelated problems: a missing model name vs. memory-wiki showing zero artifacts. Different subsystems and failure modes." }, { "left": "issue:65595", "right": "issue:66758", "accept": true, "reason": "Both point to the image tool's model/provider resolution path; hardcoded OpenAI prefix and 'Unknown model' on provider models are plausibly the same underlying bug." }, { "left": "issue:65125", "right": "issue:66074", "accept": false, "reason": "Both involve browser tooling, but one is macOS browser attach failure and the other is an SSRF-policy URL validation error. Different concrete bugs." }, { "left": "issue:65125", "right": "issue:66306", "accept": false, "reason": "Browser attach failures and a stuck health-check status are different issues; too broad to merge." }, { "left": "issue:64238", "right": "issue:65915", "accept": false, "reason": "An unknown-model regression and a plugin trace-export failure are not the same code-path problem." }, { "left": "issue:53781", "right": "issue:67045", "accept": false, "reason": "Both mention tool_use formatting, but one is gateway-crash recovery with orphaned blocks while the other is compaction-triggered sticky fallback. Distinct bugs." }, { "left": "issue:63126", "right": "issue:64352", "accept": true, "reason": "Same WhatsApp media-send regression: media is dropped and only text is delivered, with the first report identifying the shimmed sendMedia path." }, { "left": "issue:63214", "right": "issue:64019", "accept": true, "reason": "These are the same memory-core dreaming narrative bug: missing required idempotencyKey in subagent.run()." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 156, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:62699", "issue:62875", "issue:64244", "issue:64628", "issue:64710", "issue:64814", "issue:65218", "issue:65915", "issue:66129", "issue:66533", "issue:66624", "issue:67135", "issue:67152", "issue:67248", "issue:67291", "issue:67334" ], "soft_pairs": [ "issue:65218|issue:67135", "issue:66624|issue:67291", "issue:64814|issue:65915", "issue:62875|issue:66129", "issue:53249|issue:67152", "issue:64710|issue:67334", "issue:64244|issue:64628", "issue:62699|issue:67248", "issue:66533|issue:67135" ], "prepared_review_unit_hash": "09faf31a939e4135075df52b3c9069c0c594104ba68b099b334587b4e87ef70b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13126, "estimated_input_tokens": 3282, "estimated_eval_tokens": 6820 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a loose topical mix of unrelated bugs. The only clear duplicate pair is the onboarding/channel-selection `.trim()` crash; the rest share broad areas like Ollama, webchat, or plugin loading but not the same concrete failure.", "confidence": 0.89, "canonical_issue_reason": "Issue 67291 is the best representative for the shared onboarding crash: it states the exact `trim()` error clearly, has the most inbound references/discussion, and is the clearest duplicate target for 66624.", "canonical_pr_reason": null, "best_issue_reason": "67291 is the strongest single issue to keep because it is the most visible and explicit report of the exact crash, making it the best anchor for deduplication.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65218", "right": "issue:67135", "accept": false, "reason": "Both involve token/context accounting, but one is a heartbeat precheck reserve bug and the other is a webchat `/new` UI/weight symptom; not the same concrete failure." }, { "left": "issue:66624", "right": "issue:67291", "accept": true, "reason": "Same onboarding/channel-selection crash on undefined `.trim()`; the reports describe the same error path and 67291 is the clearer duplicate target." }, { "left": "issue:64814", "right": "issue:65915", "accept": false, "reason": "One is `pluginConfig` being null during `register()`, the other is Opik trace export not sending requests; related plugin-loading symptoms, but not the same bug." }, { "left": "issue:62875", "right": "issue:66129", "accept": false, "reason": "Both mention missing bundle files/ENOENT, but they affect different bundles and paths, so they are not the same underlying defect." }, { "left": "issue:53249", "right": "issue:67152", "accept": false, "reason": "Both mention subagent/runtime usage, but one is about `mountPath` being ignored and the other is about request-scoped runtime leakage and cleanup warnings; different code paths." }, { "left": "issue:64710", "right": "issue:67334", "accept": false, "reason": "Both are Ollama timeout reports, but one is an agent-call timeout with a direct-API comparison and the other is an embedded-agent session timeout; too little evidence of the same exact bug." }, { "left": "issue:64244", "right": "issue:64628", "accept": false, "reason": "Both involve image/tool/provider routing, but one is MiniMax VL-01 bypassing routing and the other is missing Ollama provider registration; different failures." }, { "left": "issue:62699", "right": "issue:67248", "accept": false, "reason": "Both reference ACP/subagent/session behavior, but one is a queue-owner recovery failure and the other is a `streamTo` failure under GPT-5.4; not the same concrete issue." }, { "left": "issue:66533", "right": "issue:67135", "accept": false, "reason": "Both are webchat/session-related, but one is the selector showing `heartbeat` and the other is a false context-overflow meter after `/new`; related area, different bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 157, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53294", "issue:53493", "issue:53558", "issue:53721", "issue:64226", "issue:64385", "issue:64419", "issue:65451", "issue:65949", "issue:65971", "issue:66095", "issue:66176", "issue:66281", "issue:66573", "issue:66582", "issue:66621", "issue:66708", "issue:67250" ], "soft_pairs": [ "issue:53493|issue:53721", "issue:53294|issue:53558", "issue:65949|issue:66281", "issue:64226|issue:65451", "issue:64385|issue:64419", "issue:66176|issue:67250", "issue:66582|issue:66708", "issue:65971|issue:66573", "issue:66095|issue:66621" ], "prepared_review_unit_hash": "596a7e9205256051d1b02521b35b1ea4b896786f2a21550030ecfb4105771b62", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13223, "estimated_input_tokens": 3306, "estimated_eval_tokens": 6868 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Several pairs are clear duplicates around the same concrete bug (QMD memory status, openclaw.json truncation, WhatsApp media handling, and Active Memory regressions). The rest are either adjacent symptoms in different code paths or clearly unrelated despite sharing a subsystem.", "confidence": 0.84, "canonical_issue_reason": "issue:53558 is the best canonical issue for the QMD memory-status bug: it states the concrete symptom clearly (\u201c0 files / 0 chunks with QMD backend\u201d) and is more specific than 53294\u2019s broader wording.", "canonical_pr_reason": null, "best_issue_reason": "issue:53558 is the strongest issue candidate overall among these items because it is precise, directly actionable, and represents the clearest duplicate pair in the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53493", "right": "issue:53721", "accept": true, "reason": "Both describe the same Telegram channel initialization regression in 2026.3.23-2; the restart/polling-stall phrasing looks like two manifestations of one underlying init failure." }, { "left": "issue:53294", "right": "issue:53558", "accept": true, "reason": "Same bug: memory status reports 0 files/chunks with the QMD/QMD backend. 53558 is just the more specific wording." }, { "left": "issue:65949", "right": "issue:66281", "accept": false, "reason": "Different failures: Discord thread capability detection vs Chrome CDP attach on macOS. Same broad browser theme, but not the same code-path bug." }, { "left": "issue:64226", "right": "issue:65451", "accept": true, "reason": "Both point to the same WhatsApp outbound media regression; one is the generic send failure, the other is the specific hasMedia=false/image attachment symptom." }, { "left": "issue:64385", "right": "issue:64419", "accept": true, "reason": "Same underlying config corruption bug: openclaw.json is being truncated/clobbered, with 64419 describing the boot-time trigger." }, { "left": "issue:66176", "right": "issue:67250", "accept": false, "reason": "Both are UI visibility problems, but one is a transient sent-message flicker and the other is streaming text disappearing when tool-call UI is hidden. Not the same concrete bug." }, { "left": "issue:66582", "right": "issue:66708", "accept": true, "reason": "Same Active Memory regression family, and the later report gives a concrete manifestation (slowdowns and terminated runs) of the same feature causing failure." }, { "left": "issue:65971", "right": "issue:66573", "accept": false, "reason": "Unrelated issues: macOS gateway message-processing stall vs chat.history limit exceeding server maximum. They do not share the same underlying defect." }, { "left": "issue:66095", "right": "issue:66621", "accept": false, "reason": "Both involve images, but one is backend attachment parsing for qwen/qwen3.6-plus and the other is Control UI rendering of sent attachments. Different layers and likely different bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 158, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53318", "issue:53721", "issue:53755", "issue:53798", "issue:63516", "issue:64017", "issue:64959", "issue:65050", "issue:65083", "issue:65315", "issue:65921", "issue:65997", "issue:66460", "issue:66492", "issue:66595", "issue:66732", "issue:66766" ], "soft_pairs": [ "issue:64959|issue:66460", "issue:65315|issue:66732", "issue:53755|issue:65050", "issue:65083|issue:65997", "issue:64017|issue:65921", "issue:53318|issue:53798", "issue:53721|issue:63516", "issue:53755|issue:66766", "issue:66492|issue:66595" ], "prepared_review_unit_hash": "7ce2171ddd985a76f1d296155b3b1dee095d84fc6dab7ff78139ee9b545070a8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12816, "estimated_input_tokens": 3204, "estimated_eval_tokens": 6664 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most soft pairs are superficial same-subsystem matches rather than true duplicates. The only pair that looks like the same underlying bug is the async relay/heartbeat payload-less reply issue in 66492 and 66595.", "confidence": 0.79, "canonical_issue_reason": "Issue 66492 is the better canonical issue for the accepted duplicate pair: it most clearly describes the failing path and user-facing symptom, while 66595 reads like the same heartbeat defect from a narrower symptom angle.", "canonical_pr_reason": null, "best_issue_reason": "66492 is the strongest issue overall because it is specific, actionable, and directly names the broken relay path and target surface. 66595 is likely a duplicate of it.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64959", "right": "issue:66460", "accept": false, "reason": "Both involve runtime/session/heartbeat behavior, but one is about zombie main sessions after restart and the other about cron-owned completion events being relayed. Different bugs and code paths." }, { "left": "issue:65315", "right": "issue:66732", "accept": false, "reason": "Internal runtime messages leaking into webchat is unrelated to Telegram reminder follow-up text. Same general messaging domain, but not the same defect." }, { "left": "issue:53755", "right": "issue:65050", "accept": false, "reason": "Both mention Codex/OpenAI surfaces, but one is a models-list exposure problem and the other is a vision-turn stall with inbound images. Different symptoms and likely different fixes." }, { "left": "issue:65083", "right": "issue:65997", "accept": false, "reason": "Both touch plugin/allowlist gating, but one is a misleading CLI error and the other is a validation conflict for help/plugin commands. Not clearly the same underlying bug." }, { "left": "issue:64017", "right": "issue:65921", "accept": false, "reason": "A thread spawn binding failure after update is not the same as resolving bundled acpx from the wrong path. Related ACP area, but distinct failure modes." }, { "left": "issue:53318", "right": "issue:53798", "accept": false, "reason": "Both are Feishu message-tool bugs, but one is about card/schema incompatibility for media/filepath sends and the other is missing audio duration on voice messages. Different payload types and symptoms." }, { "left": "issue:53721", "right": "issue:63516", "accept": false, "reason": "Both concern Telegram, but one is gateway restart initialization failure and the other is polling stalls causing delivery/heartbeat issues. Not the same bug." }, { "left": "issue:53755", "right": "issue:66766", "accept": false, "reason": "One is a corrupted models list on a specific version; the other is a context-limit display bug for Anthropic models. No shared underlying defect." }, { "left": "issue:66492", "right": "issue:66595", "accept": true, "reason": "Both describe the same async relay/heartbeat defect where the system emits a confused or placeholder reply without the needed payload/context. They look mergeable as one bug report." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 159, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53310", "issue:53431", "issue:62783", "issue:63214", "issue:63992", "issue:64017", "issue:64277", "issue:65102", "issue:65107", "issue:65350", "issue:65578", "issue:65686", "issue:66641", "issue:66859", "issue:66861", "issue:67358", "issue:67546" ], "soft_pairs": [ "issue:63992|issue:65686", "issue:63214|issue:65350", "issue:66641|issue:67546", "issue:53431|issue:65578", "issue:64017|issue:64277", "issue:67358|issue:67546", "issue:53310|issue:62783", "issue:65102|issue:65107", "issue:66859|issue:66861" ], "prepared_review_unit_hash": "9d06f3aa1ebfd4e210d6a0bc6950ebf9168e8c14f41a31730d32d0f6d57e7aab", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12886, "estimated_input_tokens": 3222, "estimated_eval_tokens": 6700 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One clear duplicate pair concerns the memory-core narrative generation idempotencyKey error; the other soft pairs are related only by broad subsystem/theme or are clearly different bugs and should not be merged.", "confidence": 0.91, "canonical_issue_reason": "issue:63214 is the stronger canonical issue: it is more detailed, already closed, and directly describes the underlying idempotencyKey-required failure that issue:65350 repeats in shorter form.", "canonical_pr_reason": null, "best_issue_reason": "issue:63214 is the best representative issue for the shared bug because it gives the fuller repro/context and matches the duplicate issue most precisely.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63992", "right": "issue:65686", "accept": false, "reason": "Different problems: session-key agent-id regression versus cron outbound delivery payload/content behavior." }, { "left": "issue:63214", "right": "issue:65350", "accept": true, "reason": "Same underlying bug: both report memory-core narrative generation failing because idempotencyKey is required/missing." }, { "left": "issue:66641", "right": "issue:67546", "accept": false, "reason": "67546 is a broad onboarding report, but 66641 is a specific installer trim() crash; not enough evidence they are the same code-path bug." }, { "left": "issue:53431", "right": "issue:65578", "accept": false, "reason": "Feishu/WebSocket message delivery failure and Kilo Gateway model discovery are unrelated." }, { "left": "issue:64017", "right": "issue:64277", "accept": false, "reason": "Both involve threaded chat behavior, but they are different platforms and distinct failures: Discord binding target conversation vs Slack mention gating." }, { "left": "issue:67358", "right": "issue:67546", "accept": false, "reason": "Telegram onboarding trim() crash is a concrete bug; 67546 is an unspecified onboarding feature bug with no clear evidence of the same issue." }, { "left": "issue:53310", "right": "issue:62783", "accept": false, "reason": "Cron announcement Feishu card JSON parsing and OpenRouter auth in isolated cron sessions are different failures." }, { "left": "issue:65102", "right": "issue:65107", "accept": false, "reason": "Inline Python execution permission and browser SSRF URL blocking are unrelated security/policy bugs." }, { "left": "issue:66859", "right": "issue:66861", "accept": false, "reason": "Both are about post-processing continuity, but one is restart handoff/transcript durability and the other is resume quality after compaction; not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 160, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53271", "issue:53390", "issue:63212", "issue:63999", "issue:64831", "issue:64845", "issue:64912", "issue:64932", "issue:65000", "issue:65247", "issue:65653", "issue:66046", "issue:66403", "issue:66708", "issue:67084", "issue:67414", "issue:67546", "issue:67574" ], "soft_pairs": [ "issue:64845|issue:65653", "issue:53271|issue:67414", "issue:64912|issue:64932", "issue:66708|issue:67084", "issue:67546|issue:67574", "issue:63999|issue:65247", "issue:63212|issue:66046", "issue:64831|issue:65000", "issue:53390|issue:66403" ], "prepared_review_unit_hash": "5f4736b92f9ff07cc686ee8f0a6eb2211d205c9e727844371e321c656fe697be", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13295, "estimated_input_tokens": 3324, "estimated_eval_tokens": 6904 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous and does not form one duplicate set. The only clear duplicate pair is the QA/scenarios completion-cache failure issues (64912 and 64932); the rest describe distinct bugs in unrelated areas.", "confidence": 0.86, "canonical_issue_reason": "issue:64912 is the best canonical for the only true duplicate pair: it captures the broader problem statement (missing qa/scenarios causing completion cache refresh failure) and is more complete than 64932's narrower title variant.", "canonical_pr_reason": null, "best_issue_reason": "issue:64912 is the strongest representative issue because it is the clearest, most actionable description of the duplicate pair and includes the concrete failure mode and affected path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64845", "right": "issue:65653", "accept": false, "reason": "Different bugs: one is a schema/validation failure for narrative generation, the other is orphaned-session cleanup. Same subsystem, but not the same underlying issue." }, { "left": "issue:53271", "right": "issue:67414", "accept": false, "reason": "Both involve pasted images in Control UI, but one is about missing upload/persistence and the other about blank preview plus reprocessing on history load. Related area, different concrete bug." }, { "left": "issue:64912", "right": "issue:64932", "accept": true, "reason": "Same underlying bug: both report the qa/scenarios pack being missing and causing completion cache generation/refresh to fail; 64932 is essentially a narrower restatement of 64912." }, { "left": "issue:66708", "right": "issue:67084", "accept": false, "reason": "Both mention Active Memory, but one is slowdown/terminated runs and the other is session-timeout spam. Not the same failure mode or code-path." }, { "left": "issue:67546", "right": "issue:67574", "accept": false, "reason": "No substantive overlap; these describe unrelated errors in different features." }, { "left": "issue:63999", "right": "issue:65247", "accept": false, "reason": "Both are visible-message leakage problems, but the leaked content and triggering path differ (raw tool-call XML vs synthetic transcript-repair message during replay)." }, { "left": "issue:63212", "right": "issue:66046", "accept": false, "reason": "Completely unrelated: Matrix user verification vs Google Vertex 401 authentication regression." }, { "left": "issue:64831", "right": "issue:65000", "accept": false, "reason": "Both concern delivery/automation reliability, but one is cron/chat-triggered exec and Telegram catch-up, while the other is durable subagent completion delivery. Different concrete behavior." }, { "left": "issue:53390", "right": "issue:66403", "accept": false, "reason": "Different UI issues: browser snapshot scroll handling vs exec-approval popup layout. Same broad UI category, not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 161, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53386", "issue:53443", "issue:53599", "issue:53689", "issue:63128", "issue:64226", "issue:64814", "issue:64900", "issue:65002", "issue:65157", "issue:65521", "issue:65584", "issue:65840", "issue:66131", "issue:66390", "issue:66679", "issue:67394", "issue:67436" ], "soft_pairs": [ "issue:53386|issue:67394", "issue:66131|issue:67436", "issue:65584|issue:66679", "issue:63128|issue:66390", "issue:53689|issue:65840", "issue:64226|issue:65002", "issue:53443|issue:64900", "issue:64814|issue:65157", "issue:53599|issue:65521" ], "prepared_review_unit_hash": "106456bd6aea94022b3923d5d5643f11558ba944b7437975bf4511738550a5e3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13514, "estimated_input_tokens": 3379, "estimated_eval_tokens": 7014 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a grab-bag of unrelated bug reports, but there is one likely duplicate pair around WhatsApp media delivery: outbound media is being dropped in the pipeline, which matches the broader media-send failure report.", "confidence": 0.84, "canonical_issue_reason": "Issue 65002 is the best canonical issue: it describes the likely root cause ('mediaUrl silently dropped' leading to hasMedia: false) rather than only the user-facing symptom.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65002 is the strongest representative of the cluster\u2019s only clear duplicate subtopic because it is specific, diagnostic, and directly actionable.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53386", "right": "issue:67394", "accept": false, "reason": "Both are WhatsApp group problems, but one is an echo-loop/filtering bug on inbound messages and the other is an outbound delivery failure; different code paths and symptoms." }, { "left": "issue:66131", "right": "issue:67436", "accept": false, "reason": "Startup config validation failure from auto-written plugin IDs is unrelated to a Linux hot-reload loop corrupting manifest.db." }, { "left": "issue:65584", "right": "issue:66679", "accept": false, "reason": "Cron CLI hang on exit and chat-triggered tools/actions not executing are different failures in different subsystems." }, { "left": "issue:63128", "right": "issue:66390", "accept": false, "reason": "macOS LaunchAgent re-bootstrap failure after restart is not the same as npm update file-lock conflicts causing startup/crash issues." }, { "left": "issue:53689", "right": "issue:65840", "accept": false, "reason": "Both are model-resolution errors, but they involve different model classes, different names, and different tool paths; not the same underlying bug." }, { "left": "issue:64226", "right": "issue:65002", "accept": true, "reason": "These look like the same WhatsApp outbound media bug: 65002 identifies mediaUrl being dropped and hasMedia becoming false, which plausibly explains the media-send failure in 64226." }, { "left": "issue:53443", "right": "issue:64900", "accept": false, "reason": "Gateway local loopback probe failure is unrelated to Remote CDP profile state reporting on WSL2/Windows Edge." }, { "left": "issue:64814", "right": "issue:65157", "accept": false, "reason": "Null pluginConfig during extension registration is a config initialization problem, while hooks not dispatching under claude-cli is a provider-specific hook dispatch problem." }, { "left": "issue:53599", "right": "issue:65521", "accept": false, "reason": "Missing browser-relay replacement and managed browser launch/CDP bind failure are different browser startup/transport issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 162, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53497", "issue:53697", "issue:53724", "issue:54073", "issue:63212", "issue:63999", "issue:64602", "issue:65000", "issue:65424", "issue:65794", "issue:66074", "issue:66702", "issue:67029", "issue:67220", "issue:67248", "issue:67423", "issue:67454" ], "soft_pairs": [ "issue:54073|issue:67220", "issue:53273|issue:53497", "issue:65000|issue:67248", "issue:63999|issue:65794", "issue:67423|issue:67454", "issue:63212|issue:66074", "issue:64602|issue:67029", "issue:65424|issue:66702", "issue:53697|issue:53724" ], "prepared_review_unit_hash": "aa9a82e4892e1608fdd574a6c56867531b2cc59f404560cb969fc693c654a3ca", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13534, "estimated_input_tokens": 3384, "estimated_eval_tokens": 7024 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No soft edges look like true duplicates. The pairs share broad themes (plugins, tool calls, memory, vision, auth, subagents), but each appears to describe a different failure mode or code path.", "confidence": 0.95, "canonical_issue_reason": "Issue #53697 is the strongest representative bug report in this set: it is closed, clearly scoped, and has the most direct symptom/root-cause framing among the issues provided.", "canonical_pr_reason": null, "best_issue_reason": "Issue #53697 is the best overall issue candidate because it is concrete, actionable, and closest to a canonical root-cause report; the rest are mostly unrelated or narrower variants.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:54073", "right": "issue:67220", "accept": false, "reason": "Different bugs: missing provider registration in models.json vs OpenAI SDK /v1 baseUrl mismatch causing 404s." }, { "left": "issue:53273", "right": "issue:53497", "accept": false, "reason": "Both are plugin-loading failures, but one is a sourcePath packaging regression and the other is missing barrel exports; not the same underlying defect." }, { "left": "issue:65000", "right": "issue:67248", "accept": false, "reason": "Both involve subagent delivery, but one is about durability across retry/reconnect gaps while the other is an ACP-only streamTo failure under GPT-5.4." }, { "left": "issue:63999", "right": "issue:65794", "accept": false, "reason": "Different tool-call issues: visible XML leakage vs truncation of tool arguments/parameters." }, { "left": "issue:67423", "right": "issue:67454", "accept": false, "reason": "Auth key resolution by canonical provider ID is unrelated to OpenRouter returning empty assistant payloads on macOS." }, { "left": "issue:63212", "right": "issue:66074", "accept": false, "reason": "Unrelated subsystems: Matrix user verification vs browser tool SSRF policy URL handling." }, { "left": "issue:64602", "right": "issue:67029", "accept": false, "reason": "Same broad memory-core area, but different failures: missing idempotencyKey during generation vs missing operator.admin scope during cleanup." }, { "left": "issue:65424", "right": "issue:66702", "accept": false, "reason": "Different image-related bugs: Minimax attachment capability filtering vs vision context contamination from stale images." }, { "left": "issue:53697", "right": "issue:53724", "accept": false, "reason": "Closely related Feishu symptoms, but one is a schema-required-field regression and the other is a message tool required-property failure; not clearly the same code-path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 163, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53959", "issue:62672", "issue:62826", "issue:64291", "issue:64433", "issue:64729", "issue:64939", "issue:65056", "issue:65117", "issue:65297", "issue:65451", "issue:65600", "issue:66263", "issue:66486", "issue:66740", "issue:66895", "issue:67158", "issue:67357" ], "soft_pairs": [ "issue:62826|issue:65117", "issue:64939|issue:67357", "issue:65600|issue:66263", "issue:64433|issue:64729", "issue:62672|issue:66895", "issue:66486|issue:66740", "issue:53959|issue:67158", "issue:65297|issue:65451", "issue:64291|issue:65056" ], "prepared_review_unit_hash": "63e4d4c0f5082bb105de1c8437a7f68f7e68ce8cbdb61d57d9213590eb513a09", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13526, "estimated_input_tokens": 3382, "estimated_eval_tokens": 7020 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mixed cluster with one likely true duplicate pair (WhatsApp outbound media drop) and the rest unrelated across compaction, model auth, provider routing, plugins, and transcription.", "confidence": 0.89, "canonical_issue_reason": "No single canonical issue for the full cluster; only 62826 and 65117 appear to describe the same WhatsApp media-sending bug.", "canonical_pr_reason": null, "best_issue_reason": "If one issue must be retained, 65117 is the clearest representative because it describes the WhatsApp outbound-media failure most concretely and matches the only accepted duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62826", "right": "issue:65117", "accept": true, "reason": "Same underlying WhatsApp outbound media bug: both report media being silently dropped / hasMedia staying false on image sends." }, { "left": "issue:64939", "right": "issue:67357", "accept": false, "reason": "Different products and failure modes: Groq multipart transcription vs Discord file sending." }, { "left": "issue:65600", "right": "issue:66263", "accept": false, "reason": "Both touch compaction, but one is a stuck freshness flag and the other is stale post-compaction usage reporting; not the same bug." }, { "left": "issue:64433", "right": "issue:64729", "accept": false, "reason": "Different plugin-loading problems: setup-runtime bundle mismatch vs stale plugin ID error in crons list." }, { "left": "issue:62672", "right": "issue:66895", "accept": false, "reason": "Both involve failover, but one is 429 propagation to secondary providers and the other is a sticky override state after failover." }, { "left": "issue:66486", "right": "issue:66740", "accept": false, "reason": "Unrelated bugs: local image-model lookup failure vs incorrect context-window display for a Google model." }, { "left": "issue:53959", "right": "issue:67158", "accept": false, "reason": "Different issues around Codex models: tool execution regression vs OAuth rejection for older model versions." }, { "left": "issue:65297", "right": "issue:65451", "accept": false, "reason": "Same general symptom class, but different providers and code paths (Telegram vs WhatsApp), so not a duplicate." }, { "left": "issue:64291", "right": "issue:65056", "accept": false, "reason": "Different cache/history bugs: replay truncation vs cross-run prompt cache invalidation." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 164, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53566", "issue:53721", "issue:53744", "issue:53862", "issue:64048", "issue:64821", "issue:65102", "issue:65193", "issue:65424", "issue:65465", "issue:65656", "issue:66516", "issue:66624", "issue:66641", "issue:66708", "issue:66766", "issue:67214", "issue:67473" ], "soft_pairs": [ "issue:66624|issue:66641", "issue:64821|issue:65102", "issue:53721|issue:53862", "issue:65424|issue:65656", "issue:53566|issue:53744", "issue:65193|issue:67214", "issue:66766|issue:67473", "issue:64048|issue:65465", "issue:66516|issue:66708" ], "prepared_review_unit_hash": "5f149b6a70122ff97f6715bce3565feb7f6936f49f77edea08b8ca4b21f235fb", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13474, "estimated_input_tokens": 3369, "estimated_eval_tokens": 6994 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly a collection of unrelated bug reports, with only one strong duplicate pair: 66624 and 66641 both point to the same `trim`-on-undefined crash during channel selection/onboarding. The other soft pairs share broad subsystems (Telegram, cron, memory, Google, etc.) but describe different failures and should remain separate.", "confidence": 0.89, "canonical_issue_reason": "issue:66641 is the best canonical for the `trim`-on-undefined onboarding/channel-selection crash: its title is the clearest and most specific description of the failure, and it reads like the stronger duplicate target for issue:66624.", "canonical_pr_reason": null, "best_issue_reason": "issue:66641 is the strongest overall issue in this set because it is the only clear duplicate target with a concrete, well-scoped root cause and a directly matching symptom in the paired report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66624", "right": "issue:66641", "accept": true, "reason": "Same crash class (`Cannot read properties of undefined (reading 'trim')`) in the channel-selection/onboarding flow; these look like the same underlying bug." }, { "left": "issue:64821", "right": "issue:65102", "accept": false, "reason": "Both mention `tools.exec.security`, but one is about config corruption from plugin init logs while the other is about `strictInlineEval` still blocking inline Python; different bugs." }, { "left": "issue:53721", "right": "issue:53862", "accept": false, "reason": "Both are Telegram-related, but one is a gateway-restart initialization failure and the other is silent message drops in multi-account polling; different code paths and symptoms." }, { "left": "issue:65424", "right": "issue:65656", "accept": false, "reason": "Both involve message delivery issues with special content, but one is Minimax image attachments in `chat.send` and the other is LINE table-flex replies getting 429s; not the same bug." }, { "left": "issue:53566", "right": "issue:53744", "accept": false, "reason": "Both are Google plugin issues, but one is unknown-model rejection and the other is missing `image-generation` capability; separate model-metadata problems." }, { "left": "issue:65193", "right": "issue:67214", "accept": false, "reason": "Both reference cron regressions, but one is a specific `runningAtMs` TypeError and the other is a broad report of cron jobs collapsing after an update; too little evidence they are the same code-path bug." }, { "left": "issue:66766", "right": "issue:67473", "accept": false, "reason": "One is a context-limit display bug for Anthropic models, the other is auto-compaction never firing in the embedded runner; unrelated behavior." }, { "left": "issue:64048", "right": "issue:65465", "accept": false, "reason": "One is an Ollama/qwen bug report and the other is about compaction reserve/precheck behavior; same ecosystem at most, but not the same defect." }, { "left": "issue:66516", "right": "issue:66708", "accept": false, "reason": "Both involve Active Memory, but one is a timeout/blocker issue and the other is performance slowdown plus terminated runs; distinct symptoms and likely distinct fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 165, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53497", "issue:53927", "issue:62875", "issue:63609", "issue:64628", "issue:64867", "issue:65159", "issue:65408", "issue:65424", "issue:65676", "issue:65801", "issue:65921", "issue:66100", "issue:66227", "issue:66591", "issue:66661", "issue:66892", "issue:66895" ], "soft_pairs": [ "issue:53497|issue:62875", "issue:65408|issue:66100", "issue:64867|issue:65159", "issue:63609|issue:66227", "issue:65801|issue:65921", "issue:65676|issue:66895", "issue:64628|issue:65424", "issue:53927|issue:66661", "issue:66591|issue:66892" ], "prepared_review_unit_hash": "468300501f660a333ded8db92f866179e72fba0c447415a04d77db1d12ebc754", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13499, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are related only by subsystem or wording, not the same bug. The only plausible duplicate edge is the external-plugin 404 route-registration failure (BlueBubbles webhook vs. generic `api.registerHttpRoute()` issue).", "confidence": 0.74, "canonical_issue_reason": "Issue 66661 is the better canonical issue: it describes the general API-level route-registration failure in external plugins, which cleanly subsumes the BlueBubbles-specific 404 report in 53927.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66661 is the strongest representative issue overall because it states the broad root cause and most reusable reproduction surface for the accepted duplicate edge.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53497", "right": "issue:62875", "accept": false, "reason": "Different plugins and different packaging failures: missing exports from a top-level barrel vs. missing `src/` directory in a bundled Telegram plugin." }, { "left": "issue:65408", "right": "issue:66100", "accept": false, "reason": "Both involve tokens/auth, but they are different flows and platforms: gateway token rotation fallback vs. Android bootstrap token clearing." }, { "left": "issue:64867", "right": "issue:65159", "accept": false, "reason": "Same feature area, but different bugs: timeout handling in failover vs. a plugin not triggering/injecting memory at all." }, { "left": "issue:63609", "right": "issue:66227", "accept": false, "reason": "Both are CLI hangs, but the symptoms and scope differ too much: generic SIGKILL hang vs. exit hang after specific list commands." }, { "left": "issue:65801", "right": "issue:65921", "accept": false, "reason": "ACP-related, but one is message forwarding and the other is bundled `acpx` path resolution after update; not the same bug." }, { "left": "issue:65676", "right": "issue:66895", "accept": false, "reason": "Both mention failover/model override, but one is a fallback-selection loop and the other is stale `modelOverrideSource=\"auto\"` state after recovery/reset." }, { "left": "issue:64628", "right": "issue:65424", "accept": false, "reason": "Different providers and code paths: Ollama provider registration vs. Minimax image attachment cataloging." }, { "left": "issue:53927", "right": "issue:66661", "accept": true, "reason": "These look like the same underlying 404 route-registration bug: a specific BlueBubbles webhook route in an external plugin vs. the general `api.registerHttpRoute()` failure." }, { "left": "issue:66591", "right": "issue:66892", "accept": false, "reason": "Completely different failures: context-engine id mismatch vs. MiniMax tool-call ID format/LCM compaction crash." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 166, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53269", "issue:53656", "issue:53744", "issue:62470", "issue:63157", "issue:64454", "issue:64499", "issue:64551", "issue:64799", "issue:64933", "issue:65247", "issue:65976", "issue:66121", "issue:66176", "issue:66227", "issue:66533", "issue:66564", "issue:67114" ], "soft_pairs": [ "issue:64499|issue:64551", "issue:66176|issue:66564", "issue:53744|issue:62470", "issue:66227|issue:67114", "issue:63157|issue:65976", "issue:65247|issue:66533", "issue:53269|issue:53656", "issue:64454|issue:64799", "issue:64933|issue:66121" ], "prepared_review_unit_hash": "a68be1d557e82adbd4e2b9e5b4e147c8b5f4d2374c57487ff3a4218c95a11317", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13528, "estimated_input_tokens": 3382, "estimated_eval_tokens": 7020 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the two false-positive `plugins.allow is empty` warning issues. The other pairs share broad subsystems or symptoms but describe different concrete bugs and should stay separate.", "confidence": 0.84, "canonical_issue_reason": "Issue 66121 is the cleaner umbrella report for the `plugins.allow is empty` false-positive, while 64933 reads like a versioned/specific instance of the same warning.", "canonical_pr_reason": null, "best_issue_reason": "66121 is the best anchor in this set because it states the core bug plainly, is not tied to one specific release scenario, and matches the duplicate counterpart closely.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64499", "right": "issue:64551", "accept": true, "reason": "Same macOS exec-path bug: `system.run.prepare` is missing on the node, causing `host=node` execution to fail." }, { "left": "issue:66176", "right": "issue:66564", "accept": false, "reason": "Both mention WebChat slowness/visual glitches, but one is a transient message hide/reappear bug and the other is general chat lag; not the same failure mode." }, { "left": "issue:53744", "right": "issue:62470", "accept": false, "reason": "Different products and different bugs: missing Google plugin capability vs empty Gemini replies with `thinkingConfig/includeThoughts`." }, { "left": "issue:66227", "right": "issue:67114", "accept": false, "reason": "Both are hang/stall reports, but they affect different commands and contexts; no evidence they share one concrete code path." }, { "left": "issue:63157", "right": "issue:65976", "accept": false, "reason": "Related to memory-wiki bridge, but one is a capability-loss-on-restore bug and the other is bridge-mode artifact counting/removal behavior." }, { "left": "issue:65247", "right": "issue:66533", "accept": false, "reason": "Both are WebChat UI issues, but one is leaked repair text during replay and the other is session selector state drift; distinct symptoms and code paths." }, { "left": "issue:53269", "right": "issue:53656", "accept": false, "reason": "Both involve media/message modeling, but they are different integrations and different bugs; not enough to treat as one fix." }, { "left": "issue:64454", "right": "issue:64799", "accept": false, "reason": "Unrelated bugs: Slack subagent thread routing vs a Volcengine model-resolution error." }, { "left": "issue:64933", "right": "issue:66121", "accept": true, "reason": "Same underlying false warning about `plugins.allow` being empty, with 66121 phrased as the broader/general report." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 167, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53480", "issue:53686", "issue:53721", "issue:53919", "issue:64111", "issue:64251", "issue:64381", "issue:64776", "issue:65119", "issue:65156", "issue:65760", "issue:65832", "issue:65949", "issue:66131", "issue:66424", "issue:66872", "issue:67270", "issue:67285" ], "soft_pairs": [ "issue:67270|issue:67285", "issue:53480|issue:65760", "issue:65832|issue:66424", "issue:64111|issue:65119", "issue:64381|issue:66131", "issue:53919|issue:65949", "issue:53686|issue:53721", "issue:64251|issue:66872", "issue:64776|issue:65156" ], "prepared_review_unit_hash": "7f049f38ac543eed24f564dccdf418651a907ba232b1103c41ab4f6875fefb48", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13560, "estimated_input_tokens": 3390, "estimated_eval_tokens": 7036 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports that only look superficially similar by shared keywords like Telegram, Ollama, Codex, plugins, or sqlite-vec. I do not see any pair that is the same underlying bug or a PR-worthy merge target.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue cleanly represents the cluster; the items span distinct subsystems and root causes. If forced, issue #65760 is the most referenced, but it is not a valid canonical for the rest.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67270", "right": "issue:67285", "accept": false, "reason": "Both are exec-related, but one is a preflight false-positive on command parsing and the other is approval errors leaking into Telegram channels. Different failure points and different fixes." }, { "left": "issue:53480", "right": "issue:65760", "accept": false, "reason": "Discord reset session-init regression vs fallback-retry prompt loss. They affect different code paths and are not the same bug." }, { "left": "issue:65832", "right": "issue:66424", "accept": false, "reason": "Custom-provider image-tool resolution failure vs intermittent 401 connection-ID errors in github-copilot/gpt-5.4. Different underlying problems." }, { "left": "issue:64111", "right": "issue:65119", "accept": false, "reason": "Both mention Ollama, but one is image-tool access for vision models and the other is model detection failing broadly. Not the same concrete defect." }, { "left": "issue:64381", "right": "issue:66131", "accept": false, "reason": "Both involve plugins/startup, but one is missing memory-kind plugin startup and the other is config validation breaking after auto-enabling provider IDs. Distinct root causes." }, { "left": "issue:53919", "right": "issue:65949", "accept": false, "reason": "Browser task failures in VPS Docker are not the same as Discord threads failing to notice newly enabled browser capability. Shared feature area only." }, { "left": "issue:53686", "right": "issue:53721", "accept": false, "reason": "Telegram outbound API failures vs Telegram channel initialization failure after restart. Different symptoms and likely different code paths." }, { "left": "issue:64251", "right": "issue:66872", "accept": false, "reason": "CLI-backed follow-up-path failure is separate from Codex status reporting missingProvidersInUse. Same ecosystem, different bug." }, { "left": "issue:64776", "right": "issue:65156", "accept": false, "reason": "sqlite-vec not loaded during runtime sync is different from sqlite-vec loading but registering no functions due to ABI mismatch." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 168, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53497", "issue:53907", "issue:53959", "issue:62783", "issue:63752", "issue:63999", "issue:64174", "issue:64194", "issue:65157", "issue:65238", "issue:65247", "issue:65368", "issue:65663", "issue:65695", "issue:66424", "issue:67158", "issue:67264", "issue:67473" ], "soft_pairs": [ "issue:65157|issue:67473", "issue:53907|issue:64194", "issue:65695|issue:67264", "issue:63999|issue:65663", "issue:53959|issue:64174", "issue:62783|issue:63752", "issue:53497|issue:65368", "issue:66424|issue:67158", "issue:65238|issue:65247" ], "prepared_review_unit_hash": "95f3cfd4ba277dbf685ed227207bc57c676e072041b23fb333232ec2a479ddea", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13489, "estimated_input_tokens": 3373, "estimated_eval_tokens": 7002 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the items share broad themes like auth, browser startup, webchat, and plugin/runtime regressions, but they do not describe the same concrete bug or fix. No soft pair is a safe duplicate merge candidate.", "confidence": 0.93, "canonical_issue_reason": "issue #65157 is the most detailed and root-cause-oriented report in the set, with multiple inbound references; it is the best representative issue, though the cluster is not actually a duplicate group.", "canonical_pr_reason": null, "best_issue_reason": "issue #65157 is the strongest standalone issue: clear repro, explicit provider context, and a specific failure mode in hook dispatch.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65157", "right": "issue:67473", "accept": false, "reason": "Different behaviors: plugin hook dispatch failure vs auto-compaction never firing. Same area of orchestration, but not the same bug." }, { "left": "issue:53907", "right": "issue:64194", "accept": false, "reason": "Both mention messaging apps after upgrade, but one is a WhatsApp breakage and the other is config loss on restart; distinct failure modes." }, { "left": "issue:65695", "right": "issue:67264", "accept": false, "reason": "Chrome startup connectivity failure is not the same as executablePath tilde-expansion ENOENT; different code paths and fixes." }, { "left": "issue:63999", "right": "issue:65663", "accept": false, "reason": "One is leaked tool-call XML in chat rendering, the other is an API protocol 400 during reasoning/tool_call replay; not the same bug." }, { "left": "issue:53959", "right": "issue:64174", "accept": false, "reason": "Tool execution regression and OAuth 403 auth failure are separate problems, even though both involve openai-codex." }, { "left": "issue:62783", "right": "issue:63752", "accept": false, "reason": "Different auth lookups and providers: OpenRouter 401 user lookup vs Anthropic key resolution. Similar subsystem, different bug." }, { "left": "issue:53497", "right": "issue:65368", "accept": false, "reason": "Plugin export mismatch and missing hashed runtime chunk are unrelated loader/update failures." }, { "left": "issue:66424", "right": "issue:67158", "accept": false, "reason": "Copilot connection-scoped 401 during sessions is not the same as Codex OAuth rejection where only gpt-5.4 works." }, { "left": "issue:65238", "right": "issue:65247", "accept": false, "reason": "Both are webchat history artifacts, but one is a size-placeholder leak and the other is a synthetic repair message leak; distinct causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 169, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53540", "issue:53566", "issue:54069", "issue:64251", "issue:65002", "issue:65451", "issue:65971", "issue:66176", "issue:66189", "issue:66370", "issue:66533", "issue:66591", "issue:66607", "issue:67044", "issue:67260", "issue:67425" ], "soft_pairs": [ "issue:53540|issue:67425", "issue:65002|issue:65451", "issue:54069|issue:65971", "issue:53566|issue:66591", "issue:66533|issue:66607", "issue:66189|issue:67044", "issue:64251|issue:67260", "issue:53494|issue:65971", "issue:66176|issue:66370" ], "prepared_review_unit_hash": "affdeea1ed00bb3cc65da12d6ee639c14c6990116103c65e305dea4fdce38bd9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12929, "estimated_input_tokens": 3233, "estimated_eval_tokens": 6722 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a mixed cluster of unrelated bugs across different subsystems. I\u2019d merge two clear duplicate pairs: WhatsApp outbound media attachment failures, and the missing subagent-registry runtime dist artifact. The rest differ in concrete failure mode or user surface.", "confidence": 0.83, "canonical_issue_reason": "Issue 65451 is the strongest representative of the WhatsApp media-attachment bug: it names the exact send path, the observed hasMedia=false symptom, and is tightly aligned with the accepted duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65451 is the best global issue candidate because it is specific, concrete, and clearly captures a duplicateable code-path failure rather than a broad or ambiguous symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53540", "right": "issue:67425", "accept": false, "reason": "Both involve the embedded runner, but the failures are different: one is a network-loss error after large tool-result context, the other is an abandoned replay/liveness state with payloads=0. Not the same bug." }, { "left": "issue:65002", "right": "issue:65451", "accept": true, "reason": "Same underlying WhatsApp outbound media bug: both describe media being dropped/not attached and the hasMedia=false failure in the send pipeline." }, { "left": "issue:54069", "right": "issue:65971", "accept": false, "reason": "Different surfaces and symptoms: Matrix event dispatch stops after provider config hot-reload versus macOS gateway stops processing after a time. Too broad to be one bug." }, { "left": "issue:53566", "right": "issue:66591", "accept": false, "reason": "One is an unknown model rejection in google-vertex; the other is a ContextEngine factory id mismatch for lossless-claw. Different code paths and failure classes." }, { "left": "issue:66533", "right": "issue:66607", "accept": false, "reason": "Both are WebChat/UI issues, but one is session-selector heartbeat confusion and the other is the thinking dropdown showing the wrong default. Not the same underlying bug." }, { "left": "issue:66189", "right": "issue:67044", "accept": true, "reason": "Same build artifact problem: subagent-registry.runtime.js is missing from dist output, causing subagent runtime failures." }, { "left": "issue:64251", "right": "issue:67260", "accept": false, "reason": "Both involve model execution paths, but one is a CLI-backed follow-up failure and the other is a long-lived Telegram session fallback with native Ollama. Different bugs." }, { "left": "issue:53494", "right": "issue:65971", "accept": false, "reason": "Gateway-level registry corruption after image messages is not the same as the gateway stopping message processing after 15\u201320 minutes. Different symptoms and likely different causes." }, { "left": "issue:66176", "right": "issue:66370", "accept": false, "reason": "Both are UI refresh glitches, but one is a briefly hidden sent message in WebChat and the other is an uploaded image disappearing in Control UI after refresh. Not the same concrete issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 170, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:53358", "issue:53482", "issue:53641", "issue:53938", "issue:54050", "issue:64262", "issue:64352", "issue:64603", "issue:65177", "issue:65294", "issue:65981", "issue:66078", "issue:66470", "issue:66564", "issue:66708", "issue:67019", "issue:67394" ], "soft_pairs": [ "issue:53358|issue:66078", "issue:53482|issue:64603", "issue:64352|issue:67394", "issue:66564|issue:66708", "issue:53249|issue:53641", "issue:64262|issue:67019", "issue:54050|issue:66470", "issue:53938|issue:65177", "issue:65294|issue:65981" ], "prepared_review_unit_hash": "bb0e37b40ac495f5b9e3716e926ac442fe4dafe060b8dd415760319dff8795ae", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13275, "estimated_input_tokens": 3319, "estimated_eval_tokens": 6894 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly heterogeneous; the only strong duplicate-looking pair is the garbled output reports. The rest differ by subsystem, symptom, or code path and should stay separate.", "confidence": 0.44, "canonical_issue_reason": "issue:67019 is the most concrete representative of the only likely duplicate pair: it names the symptom and the specific model (GLM-4.7), making it more actionable than the generic duplicate.", "canonical_pr_reason": null, "best_issue_reason": "issue:67019 is the best anchor issue for this cluster because it is the clearest, most specific report among the likely duplicates; the other issues are unrelated enough that they should not be merged into the same canonical bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53358", "right": "issue:66078", "accept": false, "reason": "Different bugs: memory index hang after batch completion vs unknown embedding provider configuration failure." }, { "left": "issue:53482", "right": "issue:64603", "accept": false, "reason": "Unrelated symptoms and code paths: legacy env var handling in gateway vs a punycode deprecation warning." }, { "left": "issue:64352", "right": "issue:67394", "accept": false, "reason": "Both involve WhatsApp delivery, but one is a media-send regression and the other is group auto-reply delivery failure; not the same concrete bug." }, { "left": "issue:66564", "right": "issue:66708", "accept": false, "reason": "Both mention slowdown, but one is general UI lag and the other is Active Memory causing run slowdowns/terminations; too different to treat as duplicates." }, { "left": "issue:53249", "right": "issue:53641", "accept": false, "reason": "Attachment-related, but different surfaces and failures: subagent mountPath handling vs Discord message.send dropping attachments." }, { "left": "issue:64262", "right": "issue:67019", "accept": true, "reason": "Same underlying symptom: garbled output. The second report is a concrete, model-specific instance of the first generic bug." }, { "left": "issue:54050", "right": "issue:66470", "accept": false, "reason": "Different failure modes: OAuth credential sync/refresh_token reuse vs TUI/webchat remaining in pondering after completion." }, { "left": "issue:53938", "right": "issue:65177", "accept": false, "reason": "Different Feishu-related issues: plugin duplication/restart instability vs doctor --fix migration not renaming botName to name." }, { "left": "issue:65294", "right": "issue:65981", "accept": false, "reason": "Both involve isolated runs, but one is missing visible exec completion and the other is unreliable cron-tool access; related area, not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 171, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53790", "issue:53803", "issue:53871", "issue:53959", "issue:62868", "issue:62978", "issue:63124", "issue:64326", "issue:64351", "issue:64427", "issue:64743", "issue:64748", "issue:66097", "issue:66131", "issue:66359", "issue:66740", "issue:67113", "issue:67264" ], "soft_pairs": [ "issue:62868|issue:62978", "issue:53871|issue:64427", "issue:64743|issue:66740", "issue:66097|issue:67264", "issue:53803|issue:64326", "issue:63124|issue:66359", "issue:64351|issue:67113", "issue:64748|issue:66131", "issue:53790|issue:53959" ], "prepared_review_unit_hash": "739eb15b6c3277d8a1c1cd81fb50f97a0a9760b3f8c56185f0c4680bd074101a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13370, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: Telegram/plugin loading, exec/SIGKILL, browser attach, model metadata, token accounting, and channel-specific bugs. None of the soft pairs look like the same underlying bug or change, so I would not merge any of them as duplicates.", "confidence": 0.95, "canonical_issue_reason": "No single canonical issue stands out; the items describe unrelated failures across different subsystems and release regressions.", "canonical_pr_reason": null, "best_issue_reason": "No issue is a strong cluster representative because the soft-linked items are not true duplicates and the set does not center on one concrete bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62868", "right": "issue:62978", "accept": false, "reason": "Both involve Telegram/plugin loading after upgrade, but one is a missing bundled file reference and the other is a gateway restart loop from config/plugin resolution; different failure paths." }, { "left": "issue:53871", "right": "issue:64427", "accept": false, "reason": "These affect different integrations and symptoms: Telegram shows \"not configured\" after upgrade, while Slack DM sessions start with zero history due to dmHistoryLimit handling." }, { "left": "issue:64743", "right": "issue:66740", "accept": false, "reason": "Both are model/provider metadata issues, but one is about MoE architecture causing model adoption behavior and the other is about an incorrect context window display; not the same bug." }, { "left": "issue:66097", "right": "issue:67264", "accept": false, "reason": "Both are browser/CDP gateway reports, but one is attachOnly false-negative \"not running\" detection and the other is tilde expansion of executablePath causing ENOENT; distinct code paths." }, { "left": "issue:53803", "right": "issue:64326", "accept": false, "reason": "One is duplicated tool results inflating session context, the other is Ollama reporting a hardcoded input-token limit and triggering premature compaction; related area, different defects." }, { "left": "issue:63124", "right": "issue:66359", "accept": false, "reason": "Both mention exec SIGKILL, but one is specific to openclaw CLI subcommands and the other is frequent kills during conversation turns; not enough evidence of one shared root cause." }, { "left": "issue:64351", "right": "issue:67113", "accept": false, "reason": "Both mention QMD, but one is a sidecar not auto-starting and the other is an ARM embed timeout loop; different lifecycle and platform issues." }, { "left": "issue:64748", "right": "issue:66131", "accept": false, "reason": "These are both config/validation mismatches, but they concern different subsystems and keys: memory-wiki allowlist naming versus provider plugin IDs being written into plugins entries/allow." }, { "left": "issue:53790", "right": "issue:53959", "accept": false, "reason": "Both are tool-related regressions, but one is intermittent delivery of tool-execution replies in webchat and the other is a model that stops executing tools entirely after update; not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 172, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53599", "issue:53755", "issue:62568", "issue:62748", "issue:62749", "issue:63214", "issue:64252", "issue:64932", "issue:65082", "issue:65678", "issue:65706", "issue:65949", "issue:66088", "issue:66254", "issue:67029", "issue:67152", "issue:67248" ], "soft_pairs": [ "issue:53599|issue:65949", "issue:67152|issue:67248", "issue:64932|issue:65082", "issue:63214|issue:67029", "issue:65678|issue:66254", "issue:64252|issue:65706", "issue:62568|issue:62748", "issue:62568|issue:62749", "issue:53755|issue:66088" ], "prepared_review_unit_hash": "2e91a907a825ac1baa86ec290eb95b9eb8507e2efd1a58c850b68a255e9cca3e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12937, "estimated_input_tokens": 3235, "estimated_eval_tokens": 6726 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. I see two likely duplicate mini-clusters: the QA package-missing-file pair, and the runtime-dependency/package-install pair around @buape/carbon. The remaining pairs look related by subsystem wording only, but not the same concrete bug.", "confidence": 0.74, "canonical_issue_reason": "No single canonical issue cleanly covers this mixed cluster; if you need one anchor, #65082 is the strongest representative because its duplicate symptom is explicit and it has the most linkage.", "canonical_pr_reason": null, "best_issue_reason": "#65082 is the best issue candidate overall: it is a clear duplicate with stronger inbound references and a well-scoped, concrete failure mode.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53599", "right": "issue:65949", "accept": false, "reason": "Both mention browser capability, but one is about chrome-extension relay removal/cross-machine replacement and the other is Discord sessions not seeing an already-working browser tool. Different failure points." }, { "left": "issue:67152", "right": "issue:67248", "accept": false, "reason": "Shared memory-core/subagent wording, but one is request-scoped runtime leakage and cleanup warnings, while the other is ACP-only streamTo under GPT-5.4. Different concrete bugs." }, { "left": "issue:64932", "right": "issue:65082", "accept": true, "reason": "Same missing qa/scenarios/index.md package file causing completion cache generation to fail; #65082 is essentially the fuller duplicate." }, { "left": "issue:63214", "right": "issue:67029", "accept": false, "reason": "Both are memory-core dreaming issues, but one is missing idempotencyKey and the other is missing scope operator.admin. Different schema/permission problems." }, { "left": "issue:65678", "right": "issue:66254", "accept": false, "reason": "Both involve plugin/config warnings, but one is allowlist/provenance false positives for an installed extension plugin and the other is WeCom token/setup handling. Not the same bug." }, { "left": "issue:64252", "right": "issue:65706", "accept": false, "reason": "Host unavailable vs node status/list sync are unrelated failures; no concrete shared code-path bug is evident." }, { "left": "issue:62568", "right": "issue:62748", "accept": true, "reason": "Same packaging/runtime-dependency omission around @buape/carbon; #62748 adds the install crash and an extra missing dep, but points to the same stageRuntimeDependencies bug." }, { "left": "issue:62568", "right": "issue:62749", "accept": true, "reason": "Same packaging/runtime-dependency omission around @buape/carbon; #62749 is the same underlying install/staging bug as #62568." }, { "left": "issue:53755", "right": "issue:66088", "accept": false, "reason": "OpenAI model-list exposure and Discord skill token validation are unrelated despite both being config-related." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 173, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53482", "issue:53919", "issue:62875", "issue:62978", "issue:64418", "issue:65054", "issue:65107", "issue:65289", "issue:65613", "issue:65695", "issue:65971", "issue:66053", "issue:66176", "issue:66740", "issue:67216", "issue:67412", "issue:67414", "issue:67423" ], "soft_pairs": [ "issue:65289|issue:66053", "issue:66176|issue:67412", "issue:65695|issue:65971", "issue:65613|issue:66740", "issue:53482|issue:53919", "issue:65054|issue:67423", "issue:62875|issue:62978", "issue:64418|issue:67414", "issue:65107|issue:67216" ], "prepared_review_unit_hash": "845320cc1cbca67395a8939fe795f3518e4e95872ed17911c1f0b7550e26717d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13369, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a single duplicate group; it contains several separate bug themes (WhatsApp voice notes, Telegram packaging/loading, browser/gateway failures, and UI rendering regressions). Two soft pairs look like true duplicates, while the rest are only thematically similar and should stay separate.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue fits the whole cluster: the items split into multiple unrelated bugs rather than one shared code-path defect.", "canonical_pr_reason": "No pull requests are present, so there is no canonical PR candidate.", "best_issue_reason": "If one issue must be highlighted, 67412 is the clearest representative of the message-disappearing UI regression, but it only covers one subcluster and not the cluster as a whole.", "best_pr_reason": "No pull requests are present, so there is no best PR candidate.", "soft_edge_verdicts": [ { "left": "issue:65289", "right": "issue:66053", "accept": true, "reason": "Both describe WhatsApp voice-note/PTT sending failures; 66053 looks like the same feature/bug from a slightly different symptom description." }, { "left": "issue:66176", "right": "issue:67412", "accept": true, "reason": "These are the same UI regression: a newly sent message briefly disappears and then reappears in WebChat/Control UI." }, { "left": "issue:65695", "right": "issue:65971", "accept": false, "reason": "Both are gateway liveness failures, but one is Chrome CDP startup connectivity and the other is a macOS hang after 15-20 minutes; different failure modes." }, { "left": "issue:65613", "right": "issue:66740", "accept": false, "reason": "Stale Discord socket restarts and a Google provider context-window metadata bug are unrelated." }, { "left": "issue:53482", "right": "issue:53919", "accept": false, "reason": "Legacy env-var gateway startup failure and browser-driven VPS Docker behavior are different bugs with no clear shared code path." }, { "left": "issue:65054", "right": "issue:67423", "accept": false, "reason": "MiniMax usage polling hardcoding and auth-router apiKey resolution are separate provider/auth issues." }, { "left": "issue:62875", "right": "issue:62978", "accept": true, "reason": "Both point to the same Telegram plugin packaging/loading regression in 2026.4.7, with 62978 expanding on the missing src-directory failure." }, { "left": "issue:64418", "right": "issue:67414", "accept": false, "reason": "Both involve image handling in the UI, but one is repeated resizing and the other is blank previews plus reprocessing on history load; not the same underlying defect." }, { "left": "issue:65107", "right": "issue:67216", "accept": false, "reason": "These are both SSRF-related, but one blocks browser navigation to hostnames and the other blocks Google image generation despite allowPrivateNetwork; different subsystems and fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 174, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53480", "issue:53493", "issue:53862", "issue:53949", "issue:62627", "issue:62748", "issue:62749", "issue:64434", "issue:64914", "issue:65090", "issue:65157", "issue:65488", "issue:65662", "issue:66088", "issue:66488", "issue:66579", "issue:67415" ], "soft_pairs": [ "issue:65090|issue:66488", "issue:53480|issue:64914", "issue:53949|issue:64434", "issue:53493|issue:53862", "issue:65488|issue:66088", "issue:65157|issue:66579", "issue:65662|issue:67415", "issue:62627|issue:62748", "issue:62627|issue:62749" ], "prepared_review_unit_hash": "633f0074bab00b1892dc0c1d6d0eae447ba76c631613d27599ac99c0b14c464e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12885, "estimated_input_tokens": 3222, "estimated_eval_tokens": 6700 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The strongest duplicate cluster is the npm/global-install packaging failure around missing runtime dependencies; most other pairs are only loosely related by subsystem and should stay separate.", "confidence": 0.74, "canonical_issue_reason": "Issue 62749 is the clearest representative of the packaging bug: it matches the concrete global-install crash and is an exact duplicate of 62748, with more discussion activity than the earlier report.", "canonical_pr_reason": null, "best_issue_reason": "Issue 62749 is the best overall issue candidate because it is an exact duplicate of the neighboring report and most precisely describes the runtime-dependency staging failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65090", "right": "issue:66488", "accept": false, "reason": "Both are browser/CDP startup problems, but they differ by OS, symptom, and likely root cause; too broad to treat as one bug." }, { "left": "issue:53480", "right": "issue:64914", "accept": false, "reason": "These are separate configuration regressions affecting different settings paths: thinkingLevel/session creation versus provider contextWindow handling." }, { "left": "issue:53949", "right": "issue:64434", "accept": true, "reason": "Both describe Telegram inbound media handling failing around save/download and the expected media path, which looks like the same underlying media-ingest bug." }, { "left": "issue:53493", "right": "issue:53862", "accept": false, "reason": "Both involve Telegram polling mode, but one is a permanent init stall and the other is silent message loss in multi-account setup; not the same concrete failure." }, { "left": "issue:65488", "right": "issue:66088", "accept": false, "reason": "These concern different Discord-related problems: heartbeat/context handling versus skill validation of a missing token field." }, { "left": "issue:65157", "right": "issue:66579", "accept": false, "reason": "Both mention plugin hooks, but they affect different providers and dispatch paths; not enough evidence of one shared code-path bug." }, { "left": "issue:65662", "right": "issue:67415", "accept": false, "reason": "These are different audio issues: ElevenLabs playback fallback versus Talk Mode silence during tool-call turns." }, { "left": "issue:62627", "right": "issue:62748", "accept": true, "reason": "The global-install crash and the missing staged dependencies point to the same packaging/runtime-dependency bug in bundled channel plugins." }, { "left": "issue:62627", "right": "issue:62749", "accept": true, "reason": "Same underlying packaging failure as 62627: bundled plugin dependencies are not being staged, causing the install/CLI crash." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 175, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53729", "issue:53926", "issue:64194", "issue:64251", "issue:64603", "issue:64642", "issue:65184", "issue:65412", "issue:65656", "issue:65810", "issue:66096", "issue:66129", "issue:66298", "issue:66306", "issue:66424", "issue:66470", "issue:67353", "issue:67574" ], "soft_pairs": [ "issue:64642|issue:65412", "issue:66096|issue:66129", "issue:64251|issue:66470", "issue:65810|issue:66424", "issue:67353|issue:67574", "issue:64603|issue:66306", "issue:65656|issue:66298", "issue:53926|issue:65184", "issue:53729|issue:64194" ], "prepared_review_unit_hash": "024c63e242686d912c65f5ec7c0ca4ae5606c7803320cd5fdfa7c442e33945e1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13484, "estimated_input_tokens": 3371, "estimated_eval_tokens": 6998 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are mostly unrelated across different integrations and runtime subsystems. None of the soft pairs appear to describe the same underlying bug or change, so no duplicate merges are warranted.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64642", "right": "issue:65412", "accept": false, "reason": "Both mention Dreaming, but one is about recall-store population in daily notes subdirectories while the other is about writing narrative output to DREAMS.md; different failure modes." }, { "left": "issue:66096", "right": "issue:66129", "accept": false, "reason": "Both are packaging-missing-file crashes, but they involve different missing artifacts and different code paths (subagent cleanup vs channels.status)." }, { "left": "issue:64251", "right": "issue:66470", "accept": false, "reason": "One is a follow-up-path failure in a CLI-backed model, the other is a UI state bug where pondering never clears after a turn completes." }, { "left": "issue:65810", "right": "issue:66424", "accept": false, "reason": "Both involve connection-related errors, but one is about fallback behavior on network failures and the other is an intermittent 401 session/item-ID mismatch." }, { "left": "issue:67353", "right": "issue:67574", "accept": false, "reason": "Both are onboarding/setup related, but one crashes on a trim() of undefined and the other errors after channel selection during daemon install; not the same bug." }, { "left": "issue:64603", "right": "issue:66306", "accept": false, "reason": "A deprecation warning reproducing on 2026.4.10 is unrelated to the macOS app stuck on 'Health check pending'." }, { "left": "issue:65656", "right": "issue:66298", "accept": false, "reason": "Different integrations and code paths: LINE flex/table reply throttling vs Discord /acp commands being swallowed by the ACP session." }, { "left": "issue:53926", "right": "issue:65184", "accept": false, "reason": "Both concern gateway installation, but one is about EnvironmentFile/.env handling and the other about a missing systemd unit on migrated root/user installs." }, { "left": "issue:53729", "right": "issue:64194", "accept": false, "reason": "WhatsApp echoing outbound messages back inbound is unrelated to WhatsApp/Telegram config loss after restart on upgrade." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 176, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53871", "issue:62826", "issue:63214", "issue:63465", "issue:63712", "issue:64174", "issue:64194", "issue:64254", "issue:64291", "issue:64302", "issue:64509", "issue:64510", "issue:64590", "issue:64982", "issue:65451", "issue:66135", "issue:67045", "issue:67151" ], "soft_pairs": [ "issue:64174|issue:67151", "issue:63712|issue:67045", "issue:64509|issue:66135", "issue:53871|issue:64194", "issue:64291|issue:64302", "issue:63465|issue:64254", "issue:62826|issue:65451", "issue:64510|issue:64982", "issue:63214|issue:64590" ], "prepared_review_unit_hash": "bdb2ce3d9af7ab4838ede4faa059fc52a8d6587691c449c61c19128185e8c058", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13381, "estimated_input_tokens": 3346, "estimated_eval_tokens": 6948 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly a heterogeneous mix, but it contains three clear duplicate pockets: memory-core narrative generation missing `idempotencyKey`, WhatsApp media attachment failures, and Telegram/WhatsApp config loss after upgrade/restart. The rest are related by subsystem only, not the same underlying bug.", "confidence": 0.8, "canonical_issue_reason": "64590 is the clearest exact-match representative of the `idempotencyKey` narrative-generation regression; its title is concise and matches 63214\u2019s failure mode closely.", "canonical_pr_reason": null, "best_issue_reason": "64194 is the best broad representative for the config-loss-after-upgrade family because it explicitly covers both WhatsApp and Telegram and can subsume 53871.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64174", "right": "issue:67151", "accept": false, "reason": "Different products and symptoms: OAuth 403 HTML for openai-codex vs Discord inbound URL stripping." }, { "left": "issue:63712", "right": "issue:67045", "accept": false, "reason": "Both mention model persistence/fallback, but the failure modes differ: permanent override corruption vs compaction-triggered formatting fallback." }, { "left": "issue:64509", "right": "issue:66135", "accept": false, "reason": "Only loosely related to Claude CLI behavior; the reported bugs are distinct runtime/usage and background-exec/truncation issues." }, { "left": "issue:53871", "right": "issue:64194", "accept": true, "reason": "Same underlying config-loss regression after upgrade/restart affecting Telegram/WhatsApp channels; 64194 is the broader formulation." }, { "left": "issue:64291", "right": "issue:64302", "accept": false, "reason": "Both are context/transcript-related, but one is partial replay loading and the other is compaction being ignored; not the same bug." }, { "left": "issue:63465", "right": "issue:64254", "accept": false, "reason": "Both involve dreaming crons, but one is cron creation and the other is persistence across restarts; too different to merge as the same bug." }, { "left": "issue:62826", "right": "issue:65451", "accept": true, "reason": "Same WhatsApp media-attachment failure: media is silently dropped / `hasMedia` is false on send." }, { "left": "issue:64510", "right": "issue:64982", "accept": false, "reason": "Completely different areas: memory-wiki artifact visibility vs doctor advisory wording." }, { "left": "issue:63214", "right": "issue:64590", "accept": true, "reason": "Exact same `idempotencyKey` validation failure in memory-core narrative generation; these are duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 177, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53610", "issue:53785", "issue:53803", "issue:53870", "issue:63752", "issue:63923", "issue:64509", "issue:64841", "issue:65056", "issue:65663", "issue:66124", "issue:66203", "issue:66591", "issue:66635", "issue:66848", "issue:66895", "issue:67260", "issue:67574" ], "soft_pairs": [ "issue:66848|issue:67574", "issue:53610|issue:66635", "issue:63752|issue:66203", "issue:65663|issue:66591", "issue:63923|issue:65056", "issue:66895|issue:67260", "issue:63752|issue:64509", "issue:64841|issue:66124", "issue:53785|issue:53870", "issue:53803|issue:63923" ], "prepared_review_unit_hash": "15ebe472a1e9a68e50ea3e78bca6317586805867f9bb75f4c87f8ad6b852d8f8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13923, "estimated_input_tokens": 3481, "estimated_eval_tokens": 7218 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not a duplicate cluster: the issues span unrelated bugs across avatars, packaging, auth, compaction, routing, config validation, and generic runtime errors. All soft edges should be rejected.", "confidence": 0.95, "canonical_issue_reason": "No single canonical issue fits this set; the items are thematically unrelated, so there is no safe duplicate target.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66848 is the broadest and most generic report, but it is still too unspecific to serve as a meaningful canonical for the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66848", "right": "issue:67574", "accept": false, "reason": "Both mention errors, but one is a generic trim TypeError and the other is a channel/setup failure; no shared code path is evident." }, { "left": "issue:53610", "right": "issue:66635", "accept": false, "reason": "Both involve media/avatar serving, but they are different flows and failures: avatar endpoint 404 vs WhatsApp auto-reply MEDIA path handling." }, { "left": "issue:63752", "right": "issue:66203", "accept": false, "reason": "Different subsystems and symptoms: missing Anthropic API key resolution vs cron tool corrupting model IDs." }, { "left": "issue:65663", "right": "issue:66591", "accept": false, "reason": "Azure OpenAI Responses replay/history bug and lossless-claw context engine ID validation are unrelated problems." }, { "left": "issue:63923", "right": "issue:65056", "accept": false, "reason": "Both touch compaction/cache behavior, but one is auto-compaction/summary sizing and the other is prompt cache invalidation; not the same bug." }, { "left": "issue:66895", "right": "issue:67260", "accept": false, "reason": "Both mention failover-style behavior, but one is stale override state after recovery and the other is long-lived session fallback on Ollama; different underlying issues." }, { "left": "issue:63752", "right": "issue:64509", "accept": false, "reason": "Both concern provider usage, but one is API key lookup and the other is backend extra-usage accounting; not a duplicate." }, { "left": "issue:64841", "right": "issue:66124", "accept": false, "reason": "Both involve memory-related config, but one is disabled entry validation after upgrade and the other is UI/runtime config-path mismatch." }, { "left": "issue:53785", "right": "issue:53870", "accept": false, "reason": "Completely different topics: missing npm binary on Linux vs package release waiting on VirusTotal security scan." }, { "left": "issue:53803", "right": "issue:63923", "accept": false, "reason": "Different bugs: duplicated tool results in session context versus auto-compaction not triggering and summary hardcap behavior." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 178, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:63033", "issue:63422", "issue:64067", "issue:64748", "issue:64801", "issue:64932", "issue:64982", "issue:65379", "issue:65495", "issue:65578", "issue:66121", "issue:66470", "issue:67250", "issue:67400", "issue:67408", "issue:67423", "issue:67454", "issue:67517" ], "soft_pairs": [ "issue:65578|issue:67423", "issue:63422|issue:67400", "issue:66470|issue:67517", "issue:67408|issue:67454", "issue:65379|issue:65495", "issue:64801|issue:66121", "issue:64748|issue:64982", "issue:63033|issue:67250", "issue:64067|issue:64932" ], "prepared_review_unit_hash": "e6dd8e0412dbb622da145130c6105d7e0750c79bfa954c8a8117746e7a835e90", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13338, "estimated_input_tokens": 3335, "estimated_eval_tokens": 6926 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, with one strong duplicate pair around the missing `qa/scenarios/index.md` QA scenario pack bug. All other soft pairs appear to describe different underlying issues in different code paths or products.", "confidence": 0.91, "canonical_issue_reason": "issue:64932 is the clearest representative of the only true duplicate pair: it directly describes completion-cache generation failing because `qa/scenarios/index.md` is missing.", "canonical_pr_reason": null, "best_issue_reason": "issue:64932 is the best overall issue to anchor this mini-cluster because its title is explicit, concrete, and matches the duplicate partner `issue:64067` most closely.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65578", "right": "issue:67423", "accept": false, "reason": "Both involve model/provider routing, but one is gateway auto-discovery and the other is auth key resolution; different bugs and code paths." }, { "left": "issue:63422", "right": "issue:67400", "accept": false, "reason": "Both mention sub-agents, but one is broken exec tool calls after an update and the other is persistent session creation; not the same failure mode." }, { "left": "issue:66470", "right": "issue:67517", "accept": false, "reason": "Both can leave TUI stuck, but one is a turn-state/pondering bug and the other is Cloudflare HTML being misclassified; distinct root causes." }, { "left": "issue:67408", "right": "issue:67454", "accept": false, "reason": "Both touch OpenRouter, but one is a stream/parser bug and the other is empty assistant payloads in Telegram/Control UI on macOS; not clearly the same defect." }, { "left": "issue:65379", "right": "issue:65495", "accept": false, "reason": "Both are browser/CDP connectivity failures, but the causes differ: global proxy agent on Linux vs SSRF/private-network blocking on WSL2." }, { "left": "issue:64801", "right": "issue:66121", "accept": false, "reason": "Both involve `plugins.allow`, but one is Discord failing to load when excluded and the other is a doctor false positive about the allowlist being empty." }, { "left": "issue:64748", "right": "issue:64982", "accept": false, "reason": "Related to `plugins.allow`, but one is a CLI/config allowlist name mismatch and the other is a missing doctor warning about exclusivity; not the same bug." }, { "left": "issue:63033", "right": "issue:67250", "accept": false, "reason": "Different UI regressions: TTS delivery mismatch in webchat vs streaming text disappearing when tool-call display is hidden." }, { "left": "issue:64067", "right": "issue:64932", "accept": true, "reason": "These describe the same bug: completion-cache/update fails because `qa/scenarios/index.md` is missing from the QA scenario pack." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 179, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53232", "issue:53358", "issue:53751", "issue:64174", "issue:64729", "issue:64841", "issue:64845", "issue:65350", "issue:65571", "issue:65678", "issue:66100", "issue:66202", "issue:66564", "issue:66588", "issue:66773", "issue:67334", "issue:67411", "issue:67574" ], "soft_pairs": [ "issue:66202|issue:67334", "issue:64729|issue:65678", "issue:64845|issue:65350", "issue:67411|issue:67574", "issue:53358|issue:64841", "issue:53232|issue:53751", "issue:66100|issue:66773", "issue:65571|issue:66588", "issue:64174|issue:66564" ], "prepared_review_unit_hash": "2c24b1843920c79b0998c329c6168dbc488828fba136a0c6cb7d2eae678e5e10", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13429, "estimated_input_tokens": 3358, "estimated_eval_tokens": 6972 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bug reports were grouped together; the only clear duplicate pair is the two memory narrative/idempotencyKey reports.", "confidence": 0.94, "canonical_issue_reason": "issue:65350 is the clearest representative of the duplicate memory-narrative bug because it states the concrete failure mode ('idempotencyKey required') and the affected core component directly.", "canonical_pr_reason": null, "best_issue_reason": "issue:65350 is the best issue candidate in this set because it is the only item that cleanly matches another report as the same underlying bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66202", "right": "issue:67334", "accept": false, "reason": "Both mention Ollama after an upgrade, but the failures differ: model availability vs embedded-agent timeout. Not the same code-path bug." }, { "left": "issue:64729", "right": "issue:65678", "accept": false, "reason": "Both are about plugin allow/provenance messaging, but one is crons list handling stale plugin IDs and the other is a false-positive warning for an installed extension plugin." }, { "left": "issue:64845", "right": "issue:65350", "accept": true, "reason": "Same underlying bug: memory narrative generation fails because idempotencyKey is missing/required, with matching error semantics and subsystem." }, { "left": "issue:67411", "right": "issue:67574", "accept": false, "reason": "Different workflows and symptoms: onboard model setup save-phase trim error vs install-daemon channel-setting error." }, { "left": "issue:53358", "right": "issue:64841", "accept": false, "reason": "Unrelated failures: batch-completion hang in clawdbot memory indexing vs config-validation rejection for disabled memory-lancedb after upgrade." }, { "left": "issue:53232", "right": "issue:53751", "accept": false, "reason": "Different providers and root causes: missing media-understanding provider after upgrade vs Google image generation 404/auth-header rejection." }, { "left": "issue:66100", "right": "issue:66773", "accept": false, "reason": "Both are auth/token-related, but one is a token lifecycle bug causing a login loop while the other is a RPC response leaking plaintext tokens." }, { "left": "issue:65571", "right": "issue:66588", "accept": false, "reason": "Both involve browser/CDP startup, but the platform, trigger, and failure mode differ enough that they are not the same bug." }, { "left": "issue:64174", "right": "issue:66564", "accept": false, "reason": "Completely different problems: OAuth runtime 403 HTML vs general UI lag." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 180, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:53386", "issue:53729", "issue:63609", "issue:64251", "issue:64326", "issue:64341", "issue:64352", "issue:65000", "issue:66260", "issue:66470", "issue:66496", "issue:66633", "issue:66740", "issue:66982", "issue:67114", "issue:67151", "issue:67314" ], "soft_pairs": [ "issue:53249|issue:65000", "issue:63609|issue:67114", "issue:53386|issue:53729", "issue:64352|issue:67151", "issue:66260|issue:66470", "issue:64341|issue:66740", "issue:66496|issue:66982", "issue:64251|issue:66633", "issue:64326|issue:67314" ], "prepared_review_unit_hash": "3cb34ff3dc00eebd66589ec0e33e20cec90cf3437e711473ae7608486cdbe1f3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13254, "estimated_input_tokens": 3314, "estimated_eval_tokens": 6884 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the two WhatsApp echo/filtering reports. The other pairs share broad symptoms or subsystem names, but they describe different code paths or failure modes and should stay separate.", "confidence": 0.9, "canonical_issue_reason": "issue:53386 is the best canonical anchor for the WhatsApp duplicate pair because it states the concrete root cause (fromMe echo not filtered) and the resulting loop clearly.", "canonical_pr_reason": null, "best_issue_reason": "issue:53386 is the strongest representative record among the provided items: it is specific, diagnostic, and matches the only accepted duplicate counterpart.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53249", "right": "issue:65000", "accept": false, "reason": "Different subagent lifecycle problems: mountPath handling for attachments vs durable completion delivery across retries/reconnects." }, { "left": "issue:63609", "right": "issue:67114", "accept": false, "reason": "Both mention hangs, but one is CLI commands getting SIGKILL in v2026.4.9 and the other is Windows status/health stalls after restart; not the same bug." }, { "left": "issue:53386", "right": "issue:53729", "accept": true, "reason": "Both describe WhatsApp outbound/fromMe messages being re-ingested as inbound, causing echo behavior; same underlying echo-filtering bug." }, { "left": "issue:64352", "right": "issue:67151", "accept": false, "reason": "Different channels and symptoms: WhatsApp media send regression vs Discord inbound text being stripped of https." }, { "left": "issue:66260", "right": "issue:66470", "accept": false, "reason": "Startup harness activation skipping is not the same as TUI/webchat remaining in pondering after a turn already finished." }, { "left": "issue:64341", "right": "issue:66740", "accept": false, "reason": "The empty bug report has no identifiable overlap with the Google provider context-window misreporting issue." }, { "left": "issue:66496", "right": "issue:66982", "accept": false, "reason": "Heartbeat/cron events tagged as user is a different problem from exec completion relay orphaning sessions with missing result context." }, { "left": "issue:64251", "right": "issue:66633", "accept": false, "reason": "Follow-up-path failure in a CLI-backed model is unrelated to Cloudflare 403s after provider upgrade." }, { "left": "issue:64326", "right": "issue:67314", "accept": false, "reason": "Wrong context-window accounting causing premature compaction is distinct from a misleading error message caused by heartbeat model bleed." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 181, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53647", "issue:53831", "issue:62515", "issue:62535", "issue:64959", "issue:65184", "issue:65214", "issue:65517", "issue:65553", "issue:65563", "issue:65733", "issue:66227", "issue:66356", "issue:66470", "issue:66661", "issue:66708", "issue:67288" ], "soft_pairs": [ "issue:65517|issue:66708", "issue:53831|issue:66356", "issue:62515|issue:62535", "issue:64959|issue:66470", "issue:65733|issue:67288", "issue:65563|issue:66661", "issue:65553|issue:66227", "issue:65184|issue:65214", "issue:53647|issue:64959" ], "prepared_review_unit_hash": "8a08fefc36248a8dacbc303e6e221df6058e09fef5d1acd0d37b97c5251e0fe3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12972, "estimated_input_tokens": 3243, "estimated_eval_tokens": 6742 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the Dreaming config `timezone` schema/docs mismatch. The other pairs are same-subsystem or same-symptom at a high level, but they describe different concrete bugs and should stay separate.", "confidence": 0.91, "canonical_issue_reason": "issue:62535 is the cleanest representative of the duplicated Dreaming config bug: it clearly states that `timezone` is rejected even though docs say it is valid.", "canonical_pr_reason": null, "best_issue_reason": "issue:62535 is the best cluster representative because its title is the most precise and concise description of the shared timezone-schema/docs mismatch.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65517", "right": "issue:66708", "accept": false, "reason": "Both mention Active Memory and bad runtime behavior, but one is an embedded sub-agent event-loop starvation bug and the other is a general slowdown/termination regression. Different failure modes and likely different fixes." }, { "left": "issue:53831", "right": "issue:66356", "accept": false, "reason": "Both involve Discord, but one is a Windows startup failure with no logs and the other is a guided-setup flow that skips token input. Not the same underlying bug." }, { "left": "issue:62515", "right": "issue:62535", "accept": true, "reason": "Same Dreaming config issue: `timezone` is rejected by schema while docs present it as valid. The two reports describe the same underlying mismatch." }, { "left": "issue:64959", "right": "issue:66470", "accept": false, "reason": "Both relate to agent/runtime state, but one is a persistent main-session zombie/relock after restart and the other is a TUI/webchat pondering state after a model turn completes. Too different to merge." }, { "left": "issue:65733", "right": "issue:67288", "accept": false, "reason": "Both mention discovery, but one is Windows startup slowness in plugin discovery and the other is missing an enabled gate causing discovery to run on every request. Different bug and fix scope." }, { "left": "issue:65563", "right": "issue:66661", "accept": false, "reason": "One is a database constraint failure creating flows in webhooks; the other is external plugin route registration returning 404. Same general plugin area, different code paths." }, { "left": "issue:65553", "right": "issue:66227", "accept": false, "reason": "Both are CLI hangs, but one is QMD backend hanging on Raspberry Pi/arm64 and the other is exit hang after list output. Not enough to indicate the same bug." }, { "left": "issue:65184", "right": "issue:65214", "accept": false, "reason": "One is a systemd install/unit-file failure after migration; the other is a bundled extension not loading despite plugin config. Different symptoms and fixes." }, { "left": "issue:53647", "right": "issue:64959", "accept": false, "reason": "One is a cron isolated-run boundary bug with premature finished/ok state; the other is a persistent agent main-session zombie/relock issue. They are not the same underlying defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 182, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53540", "issue:54060", "issue:64250", "issue:64274", "issue:64287", "issue:64710", "issue:65119", "issue:65247", "issue:65500", "issue:65611", "issue:65861", "issue:65949", "issue:66088", "issue:66124", "issue:66895", "issue:67076", "issue:67314", "issue:67436" ], "soft_pairs": [ "issue:65119|issue:65500", "issue:64274|issue:65861", "issue:66088|issue:67076", "issue:66124|issue:67436", "issue:53540|issue:64710", "issue:54060|issue:66895", "issue:64250|issue:67314", "issue:64287|issue:65247", "issue:65611|issue:65949" ], "prepared_review_unit_hash": "c123f79023cde5deee1207ab50ca7cd15a1c7b20abef78700ae2e552298c7fc5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13500, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No clear duplicate cluster emerges from these issues; they cover distinct bugs across auth, model detection, UI/state handling, and gateway/runtime failures. All soft edges are too weak or point to different root causes, so I would not merge any pairs.", "confidence": 0.86, "canonical_issue_reason": "No single canonical issue across this batch: the reports are heterogeneous and do not appear to describe one shared underlying bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:67436 is the strongest standalone bug report here: it names a concrete failure mode, a specific subsystem (gateway hot-reload), and a clear impact (manifest.db corruption on Linux VPS).", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65119", "right": "issue:65500", "accept": false, "reason": "Both concern model visibility/detection, but one is about Ollama detection regressing and the other is about /models UI omission for custom models; likely different code paths." }, { "left": "issue:64274", "right": "issue:65861", "accept": false, "reason": "MiniMax auth resolution and a labeler.yml bad path are unrelated problems in different parts of the repo." }, { "left": "issue:66088", "right": "issue:67076", "accept": false, "reason": "Missing Discord token in multi-account config and a generic trim() crash do not look like the same underlying bug." }, { "left": "issue:66124", "right": "issue:67436", "accept": false, "reason": "Dreaming Control config write/reject behavior and a gateway hot-reload manifest corruption loop are different subsystems and failure modes." }, { "left": "issue:53540", "right": "issue:64710", "accept": false, "reason": "Both involve agent/model calls timing out or disconnecting, but the symptoms and triggers differ: large tool-result context vs Ollama agent timeout." }, { "left": "issue:54060", "right": "issue:66895", "accept": false, "reason": "Rate-limit surfacing despite fallback success is not the same as stale modelOverrideSource state persisting after failover/reset." }, { "left": "issue:64250", "right": "issue:67314", "accept": false, "reason": "The titles overlap on 'context limit exceeded,' but 67314 is specifically about misleading compaction messaging from heartbeat model bleed, which is a different root cause than the generic reset/error report in 64250." }, { "left": "issue:64287", "right": "issue:65247", "accept": false, "reason": "Both mention transcript/history handling, but one is a broken parentId chain causing context loss and the other is a UI leak of a synthetic repair message; not the same bug." }, { "left": "issue:65611", "right": "issue:65949", "accept": false, "reason": "Active CDP session detection and Discord browser-capability propagation are unrelated issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 183, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53269", "issue:53579", "issue:63999", "issue:64111", "issue:64381", "issue:64699", "issue:64959", "issue:65247", "issue:65949", "issue:66582", "issue:66611", "issue:66635", "issue:66661", "issue:67151", "issue:67237", "issue:67250", "issue:67414", "issue:67469" ], "soft_pairs": [ "issue:64381|issue:66661", "issue:63999|issue:67250", "issue:53579|issue:67237", "issue:53269|issue:66635", "issue:67151|issue:67469", "issue:65949|issue:66611", "issue:65247|issue:67414", "issue:64111|issue:66582", "issue:64699|issue:64959" ], "prepared_review_unit_hash": "1768fd70f0c2ded8192e1051f347e43ce689ffe78fd7f190ef382ed00e148da5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13360, "estimated_input_tokens": 3340, "estimated_eval_tokens": 6936 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: several superficially similar bugs across Discord, Control UI, browser, plugin, and session handling, but no pair looks like the same underlying defect.", "confidence": 0.92, "canonical_issue_reason": "No single canonical issue: the items span multiple unrelated code paths and products, with only broad subsystem overlap.", "canonical_pr_reason": null, "best_issue_reason": "No clear global best issue to represent the cluster; none of the reports subsumes the others or acts as a true duplicate anchor.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64381", "right": "issue:66661", "accept": false, "reason": "Both mention plugins, but one is gateway startup filtering memory-kind plugins while the other is external-plugin HTTP route registration returning 404; different failure points." }, { "left": "issue:63999", "right": "issue:67250", "accept": false, "reason": "Both involve chat/UI rendering around tool calls, but one is raw XML leakage into messages and the other is streaming text disappearing when tool-call display is hidden; not the same bug." }, { "left": "issue:53579", "right": "issue:67237", "accept": false, "reason": "The second issue is too vague and does not describe the same OpenClaw infrastructure-specific behavior or a matching code path." }, { "left": "issue:53269", "right": "issue:66635", "accept": false, "reason": "Both are media-send related, but they affect different integrations and mechanics: Discord v2 model guidance vs WhatsApp inline MEDIA path vs manual --media sending." }, { "left": "issue:67151", "right": "issue:67469", "accept": false, "reason": "One is Discord inbound message preprocessing stripping https; the other is Gemini CLI replies not persisting to transcripts/history. Different data flow and symptom." }, { "left": "issue:65949", "right": "issue:66611", "accept": false, "reason": "Discord thread capability refresh and browser attachOnly/CDP connection are separate browser/session problems, not the same underlying bug." }, { "left": "issue:65247", "right": "issue:67414", "accept": false, "reason": "Both are Control UI/history-related, but one leaks a synthetic repair message and the other has blank pasted-image previews plus repeated image reprocessing." }, { "left": "issue:64111", "right": "issue:66582", "accept": false, "reason": "No meaningful overlap beyond both being generic bug reports; the Ollama vision/image-tool issue is unrelated to the memory issue." }, { "left": "issue:64699", "right": "issue:64959", "accept": false, "reason": "Both concern sessions, but one is an argument/label injection causing sessionKey exclusion, while the other is a zombie/relock persistence problem after restart; distinct code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 184, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53318", "issue:53729", "issue:64378", "issue:64465", "issue:64528", "issue:64748", "issue:64841", "issue:65177", "issue:65662", "issue:65760", "issue:65844", "issue:66978", "issue:67097", "issue:67188", "issue:67291", "issue:67394", "issue:67436", "issue:67574" ], "soft_pairs": [ "issue:64465|issue:65844", "issue:65662|issue:67188", "issue:53729|issue:67394", "issue:64748|issue:64841", "issue:53318|issue:65177", "issue:67097|issue:67436", "issue:67291|issue:67574", "issue:64378|issue:64528", "issue:65760|issue:66978" ], "prepared_review_unit_hash": "2a1b82ff9a2b1e5320e2102edd968ea3baad84afc2f454054c02f62554464e9b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13341, "estimated_input_tokens": 3336, "estimated_eval_tokens": 6928 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These are mostly unrelated bug reports spanning different features and code paths; none of the soft pairs look like true duplicates or mergeable as the same underlying change/bug.", "confidence": 0.94, "canonical_issue_reason": "issue:65760 is the clearest, most concrete bug report in the set, with a specific failing function, a well-defined symptom, and strong discussion/reference activity.", "canonical_pr_reason": null, "best_issue_reason": "issue:65760 is the best representative issue because it is specific, reproducible, and scoped to one code path rather than a vague or multi-cause report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64465", "right": "issue:65844", "accept": false, "reason": "Different problems: one is an empty/garbled bug report, the other is multi-profile auth collapsing to the wrong default profile." }, { "left": "issue:65662", "right": "issue:67188", "accept": false, "reason": "Both mention TTS, but one is a concrete ElevenLabs playback failure and the other is an unspecified generic TTS report with no evidence they share the same bug." }, { "left": "issue:53729", "right": "issue:67394", "accept": false, "reason": "Both involve WhatsApp, but one is outbound messages echoing back as inbound while the other is group delivery silently failing; different failure modes and likely different code paths." }, { "left": "issue:64748", "right": "issue:64841", "accept": false, "reason": "Separate config/validation bugs: memory-wiki allowlist aliasing versus a disabled memory-lancedb entry still failing validation after upgrade." }, { "left": "issue:53318", "right": "issue:65177", "accept": false, "reason": "Both touch Feishu, but one is message-card schema incompatibility and the other is a doctor migration from botName to name; not the same underlying defect." }, { "left": "issue:67097", "right": "issue:67436", "accept": false, "reason": "Both mention manifest-related behavior, but one is plugin model injection bypassing onboarding lifecycle and the other is a hot-reload loop corrupting manifest.db; unrelated code paths." }, { "left": "issue:67291", "right": "issue:67574", "accept": false, "reason": "Both are onboarding/channel setup errors, but the crash on trim and the daemon install/channel error are distinct symptoms without evidence of a shared root cause." }, { "left": "issue:64378", "right": "issue:64528", "accept": false, "reason": "Both concern per-agent workspace isolation, but one is routed agent cwd selection and the other is session-memory hook behavior; not the same concrete bug." }, { "left": "issue:65760", "right": "issue:66978", "accept": false, "reason": "Both involve retry/session lifecycle issues, but one drops the original prompt on fallback retry while the other times out despite child work continuing; different mechanisms and fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 185, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53247", "issue:53269", "issue:53398", "issue:53466", "issue:53729", "issue:62623", "issue:63079", "issue:63450", "issue:63863", "issue:65177", "issue:65971", "issue:66151", "issue:66406", "issue:66424", "issue:66641", "issue:66752", "issue:66916", "issue:67347" ], "soft_pairs": [ "issue:53398|issue:65971", "issue:66151|issue:66752", "issue:66641|issue:67347", "issue:63450|issue:63863", "issue:53247|issue:53729", "issue:63079|issue:66916", "issue:65177|issue:66406", "issue:53269|issue:62623", "issue:53466|issue:66424" ], "prepared_review_unit_hash": "c0af960ab95842e078a2ebb73d5236b416972eb7c1e64ffe4ba8b32861769aa8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13482, "estimated_input_tokens": 3371, "estimated_eval_tokens": 6998 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: most soft pairs are same subsystem but different concrete bugs and should not be merged. Two pairs look like true duplicates: the chat.history sidecar startup regression (#63450/#63863) and the installer trim() crash (#66641/#67347).", "confidence": 0.87, "canonical_issue_reason": "If a single issue must anchor the cluster, #63450 is the strongest candidate because it is the clearest regression report and is directly mirrored by #63863's same chat.history startup delay.", "canonical_pr_reason": null, "best_issue_reason": "There is no good global canonical across the whole cluster because the reports span unrelated integrations and failure modes. #63450 is the best representative only for the one clear duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53398", "right": "issue:65971", "accept": false, "reason": "Both involve gateway behavior, but one is a misleading port-in-use startup error and the other is a macOS message-processing stall; different bugs and code paths." }, { "left": "issue:66151", "right": "issue:66752", "accept": false, "reason": "Both are module-resolution failures, but they reference different missing files in different install/cleanup flows, so they are not the same defect." }, { "left": "issue:66641", "right": "issue:67347", "accept": true, "reason": "Both describe the same TypeError reading 'trim' from undefined; #66641 is a specific installer repro of the exact crash reported in #67347." }, { "left": "issue:63450", "right": "issue:63863", "accept": true, "reason": "Same underlying chat.history-sidecar startup regression: both report the WS request delaying startup for tens of seconds, with only the measured delay/repro context differing." }, { "left": "issue:53247", "right": "issue:53729", "accept": false, "reason": "Both are WhatsApp plugin issues, but one is a missing runtime API crash and the other is outbound messages echoing inbound; different symptoms and causes." }, { "left": "issue:63079", "right": "issue:66916", "accept": false, "reason": "Different products and failures: Google Chat audience validation preventing responses vs Slack approval-button tool-call corruption on long requests." }, { "left": "issue:65177", "right": "issue:66406", "accept": false, "reason": "Same Feishu area, but one is a config migration failure and the other is a reactions API invalid-type error; not the same bug." }, { "left": "issue:53269", "right": "issue:62623", "accept": false, "reason": "Discord media-send guidance issue and Slack DM attachment download regression are unrelated platform-specific bugs." }, { "left": "issue:53466", "right": "issue:66424", "accept": false, "reason": "Both mention auth/connection failures, but one is stale external Codex credentials overwriting re-auth while the other is a Copilot connection-scoped 401; different underlying problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 186, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53472", "issue:53482", "issue:53621", "issue:53769", "issue:53797", "issue:54077", "issue:64006", "issue:64070", "issue:64194", "issue:65368", "issue:65379", "issue:65663", "issue:65682", "issue:65875", "issue:66334", "issue:66633", "issue:66752", "issue:67291" ], "soft_pairs": [ "issue:65663|issue:66633", "issue:53769|issue:64006", "issue:53621|issue:54077", "issue:65368|issue:66752", "issue:53482|issue:64070", "issue:53472|issue:53797", "issue:65379|issue:65682", "issue:65875|issue:66334", "issue:64194|issue:67291" ], "prepared_review_unit_hash": "5d447d9a8427c9ff53259cf677e4e57ee4a26dfeb071cc9e760d8a824ce708a8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13502, "estimated_input_tokens": 3376, "estimated_eval_tokens": 7008 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated; only the session model override reports appear to describe the same underlying bug. The rest differ by provider, channel, subsystem, or root cause and should stay separate.", "confidence": 0.88, "canonical_issue_reason": "Issue 66334 is the best canonical for the session-model bug because it describes the underlying persistence problem ('model_change' record survives and overrides the primary model), while 65875 is a specific /new symptom of the same state leakage.", "canonical_pr_reason": null, "best_issue_reason": "66334 is the strongest standalone issue to keep: it states the root cause broadly and clearly covers the duplicate symptom in 65875.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65663", "right": "issue:66633", "accept": false, "reason": "Same general area (LLM providers) but different failures: Azure Responses API tool-call history 400 vs openai-codex Cloudflare 403 after upgrade. Different code paths and causes." }, { "left": "issue:53769", "right": "issue:64006", "accept": false, "reason": "Both involve cron delivery, but Slack 'unsupported channel' and Telegram 'delivered but never arrives' are distinct target-specific failures with different symptoms." }, { "left": "issue:53621", "right": "issue:54077", "accept": false, "reason": "Both are Discord routing/permission issues, but one is allowFrom/sandbox resolution and the other is missing message tool in DM sessions. Similar area, not the same bug." }, { "left": "issue:65368", "right": "issue:66752", "accept": false, "reason": "Both mention ERR_MODULE_NOT_FOUND, but one is plugin update/hashed runtime chunk and the other is ARM64 global install/audit chunk. Different failure contexts and artifacts." }, { "left": "issue:53482", "right": "issue:64070", "accept": false, "reason": "Legacy env var handling in Gateway is unrelated to ARM64 doctor/runtime-dependency recovery for @discordjs/opus." }, { "left": "issue:53472", "right": "issue:53797", "accept": false, "reason": "Both are '/btw' command 400 errors, but GLM 'tools too short' and GitHub Copilot 'model not supported' are different provider/model validation failures." }, { "left": "issue:65379", "right": "issue:65682", "accept": false, "reason": "Both concern browser CDP reachability, but one is Linux proxy-agent interference and the other is an SSR policy function returning {}. Not the same underlying bug." }, { "left": "issue:65875", "right": "issue:66334", "accept": true, "reason": "These describe the same session-state bug: a model override persists and incorrectly beats the configured primary model, with 65875 showing the /new symptom." }, { "left": "issue:64194", "right": "issue:67291", "accept": false, "reason": "WhatsApp/Telegram config loss after upgrade is unrelated to onboarding's trim-on-undefined crash." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 187, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53729", "issue:62541", "issue:62672", "issue:63157", "issue:63816", "issue:64287", "issue:64793", "issue:64814", "issue:65314", "issue:65656", "issue:65760", "issue:66057", "issue:66058", "issue:66082", "issue:66124", "issue:67288", "issue:67334" ], "soft_pairs": [ "issue:53729|issue:63816", "issue:62541|issue:66124", "issue:64793|issue:67334", "issue:65314|issue:67334", "issue:64287|issue:65656", "issue:64814|issue:67288", "issue:62672|issue:65760", "issue:66057|issue:66058", "issue:63157|issue:66082" ], "prepared_review_unit_hash": "c5ce54923b0659b702983ed79722b09f462ad9e2f47c7f624af462e695ba2afa", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12797, "estimated_input_tokens": 3200, "estimated_eval_tokens": 6656 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. The only likely duplicate pair is the two Ollama timeout reports; the rest are different bugs that merely share broad subsystem keywords.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue for the whole cluster: the items span unrelated problems (WhatsApp, dreaming config, fallback, compaction, memory bridge, LINE, etc.), with only one plausible duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue for the cluster as a whole; 67334 is only a local representative for the Ollama-timeout pair, not for the mixed set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53729", "right": "issue:63816", "accept": false, "reason": "Both are WhatsApp-related, but one is outbound messages echoing as inbound while the other is outbound media delivery failure; different failure modes and code paths." }, { "left": "issue:62541", "right": "issue:66124", "accept": false, "reason": "Both mention dreaming config, but one blocks agent creation after enabling it and the other is a config-path/schema mismatch in plugin registration; not the same bug." }, { "left": "issue:64793", "right": "issue:67334", "accept": false, "reason": "Both involve timeouts, but 64793 is a UI hang from missing timeout surfacing, whereas 67334 is an Ollama/agent-session timeout problem." }, { "left": "issue:65314", "right": "issue:67334", "accept": true, "reason": "Both report Ollama agent-mode/session timeouts despite the model responding normally; they appear to describe the same underlying timeout-handling bug." }, { "left": "issue:64287", "right": "issue:65656", "accept": false, "reason": "These are unrelated: broken parentId chains in JSONL transcripts versus LINE flex/table replies being dropped with 429s." }, { "left": "issue:64814", "right": "issue:67288", "accept": false, "reason": "One is api.pluginConfig being null during extension registration; the other is a missing discovery.enabled gate in amazon-bedrock-mantle. Different paths and symptoms." }, { "left": "issue:62672", "right": "issue:65760", "accept": false, "reason": "Both are fallback-related, but one incorrectly propagates a 429 to secondary providers while the other drops the original user prompt during retry; distinct defects." }, { "left": "issue:66057", "right": "issue:66058", "accept": false, "reason": "Compaction-related, but one is orphaned checkpoint file cleanup and the other is an infinite compaction loop causing 100% CPU." }, { "left": "issue:63157", "right": "issue:66082", "accept": false, "reason": "Both involve memory-wiki/memory-core, but one is a cached-plugin restore losing memory capability and the other is bridge mode reporting zero exported artifacts; not the same issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 188, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53240", "issue:53480", "issue:53512", "issue:53959", "issue:54077", "issue:62995", "issue:63422", "issue:64291", "issue:64407", "issue:64710", "issue:65584", "issue:65685", "issue:65760", "issue:66135", "issue:66957", "issue:67152", "issue:67357" ], "soft_pairs": [ "issue:64710|issue:66957", "issue:62995|issue:64291", "issue:64407|issue:65584", "issue:65685|issue:65760", "issue:53959|issue:63422", "issue:63422|issue:66135", "issue:53480|issue:67357", "issue:53233|issue:53512", "issue:53240|issue:54077", "issue:65760|issue:67152" ], "prepared_review_unit_hash": "26f60930c857feb0b81dad6c0d649f20b598d88f1b0891bba26e0fd730324bfc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13900, "estimated_input_tokens": 3475, "estimated_eval_tokens": 7206 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues mostly describe separate regressions across different subsystems (model fallback, agent tool use, Discord, cron/CLI, Telegram, memory/session replay). None of the soft pairs is strong enough to treat as the same underlying bug, so I would not merge any of them as duplicates.", "confidence": 0.44, "canonical_issue_reason": "issue:65760 is the clearest, most self-contained bug report with strong discussion activity and a specific code path (fallback retry prompt handling), making it the best representative issue if one needs a canonical anchor.", "canonical_pr_reason": null, "best_issue_reason": "issue:65760 is the best issue candidate because it is narrowly scoped, reproducible, and describes a concrete failure mode rather than a broad symptom cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64710", "right": "issue:66957", "accept": false, "reason": "Both involve performance or failures around model usage, but one is an Ollama timeout and the other is implicit provider discovery delays; different symptoms and code paths." }, { "left": "issue:62995", "right": "issue:64291", "accept": false, "reason": "Unrelated domains: Bedrock auth/instance-role regression versus session replay truncation." }, { "left": "issue:64407", "right": "issue:65584", "accept": false, "reason": "One is a CLI/device connectivity failure after heartbeat changes, the other is cron CLI hanging on exit; no shared underlying bug is evident." }, { "left": "issue:65685", "right": "issue:65760", "accept": false, "reason": "Both touch session/follow-up behavior, but one is typing-indicator state cleanup and the other is prompt loss during model fallback retry; not the same bug." }, { "left": "issue:53959", "right": "issue:63422", "accept": false, "reason": "Both mention tool execution regressions, but the affected surfaces and timing differ too much to conclude the same concrete defect." }, { "left": "issue:63422", "right": "issue:66135", "accept": false, "reason": "Sub-agent exec tool failures are not the same as background exec wakeup, cron disappearance, or truncated print output." }, { "left": "issue:53480", "right": "issue:67357", "accept": false, "reason": "Discord is the shared surface, but one is a specific thinkingLevel/tool-calling regression and the other is a file-sending issue with two bugs; not a single underlying change." }, { "left": "issue:53233", "right": "issue:53512", "accept": false, "reason": "Anthropic fallback cooldown propagation and agent-switch behavior after context saturation are different mechanisms." }, { "left": "issue:53240", "right": "issue:54077", "accept": false, "reason": "Telegram multi-account approval resolution and Discord DM message-tool availability are unrelated." }, { "left": "issue:65760", "right": "issue:67152", "accept": false, "reason": "Both involve fallback wording, but one is prompt preservation on retry and the other is request-scoped runtime misuse during memory dreaming; different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 189, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53247", "issue:53269", "issue:53317", "issue:53318", "issue:53376", "issue:53689", "issue:53729", "issue:53907", "issue:63923", "issue:65033", "issue:65430", "issue:65602", "issue:65704", "issue:66579", "issue:67357", "issue:67358", "issue:67574" ], "soft_pairs": [ "issue:53729|issue:66579", "issue:53318|issue:53376", "issue:65033|issue:65704", "issue:67358|issue:67574", "issue:63923|issue:65602", "issue:53247|issue:53907", "issue:53318|issue:67357", "issue:53269|issue:65430", "issue:53317|issue:53689" ], "prepared_review_unit_hash": "1f9ba227d2aeabaed85b5b67775eefa831fff87ab7b74a180c7bbf6b666b3781", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12733, "estimated_input_tokens": 3184, "estimated_eval_tokens": 6624 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a duplicate set; it mixes unrelated bugs across WhatsApp, Feishu, Discord, Telegram, SQLite, compaction, OAuth, and model lookup. None of the soft pairs look like the same underlying defect or mergeable PR change.", "confidence": 0.97, "canonical_issue_reason": "No clear canonical issue: the items are heterogeneous and do not converge on one underlying bug or subsystem.", "canonical_pr_reason": "No PRs are present in this cluster.", "best_issue_reason": "No single issue is a strong global representative because the cluster spans multiple unrelated problems; if forced, the most specific/high-signal reports are still limited to their own subsystem and not a dedupe anchor.", "best_pr_reason": "No PRs are present in this cluster.", "soft_edge_verdicts": [ { "left": "issue:53729", "right": "issue:66579", "accept": false, "reason": "Both are WhatsApp-related, but one is about outbound messages being re-ingested as inbound and the other is about auto-reply ignoring plugin hooks; different defects and code paths." }, { "left": "issue:53318", "right": "issue:53376", "accept": false, "reason": "Both are Feishu send bugs, but one is a schema/card/media incompatibility and the other is a missing receive_id_type causing 400s; not the same root cause." }, { "left": "issue:65033", "right": "issue:65704", "accept": false, "reason": "Both mention sqlite-vec/Node 24, but one is about DatabaseSync needing allowExtension and the other is a Windows load failure; different failure modes." }, { "left": "issue:67358", "right": "issue:67574", "accept": false, "reason": "These are unrelated Telegram onboarding/channel setup errors with different symptoms and likely different code paths." }, { "left": "issue:63923", "right": "issue:65602", "accept": false, "reason": "Both concern compaction settings, but one is auto-compaction/context window behavior and the other is reserveTokens being overwritten on reload; not the same bug." }, { "left": "issue:53247", "right": "issue:53907", "accept": false, "reason": "Both are WhatsApp version-regression reports, but one crashes on missing light-runtime-api and the other is a broader post-upgrade breakage with no matching concrete defect." }, { "left": "issue:53318", "right": "issue:67357", "accept": false, "reason": "Different products and bugs: Feishu message schema validation versus Discord file-sending issues." }, { "left": "issue:53269", "right": "issue:65430", "accept": false, "reason": "Discord components v2 media-drop guidance issue and BlueBubbles image webhook ingestion failure are unrelated." }, { "left": "issue:53317", "right": "issue:53689", "accept": false, "reason": "OAuth token cache overwrite on startup and a missing model name are entirely different failures." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 190, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53426", "issue:53954", "issue:64529", "issue:64553", "issue:64667", "issue:64814", "issue:64841", "issue:65043", "issue:65341", "issue:65347", "issue:65368", "issue:65662", "issue:65740", "issue:66016", "issue:66254", "issue:66281", "issue:67074", "issue:67347" ], "soft_pairs": [ "issue:65740|issue:66281", "issue:64529|issue:65662", "issue:64814|issue:66016", "issue:64667|issue:65347", "issue:67074|issue:67347", "issue:64553|issue:65043", "issue:53426|issue:65368", "issue:64841|issue:65341", "issue:53954|issue:66254" ], "prepared_review_unit_hash": "3bc8660993760dcc4f7a21e54d53abb0046d8d6c3fff247396f63bb195a05823", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13281, "estimated_input_tokens": 3321, "estimated_eval_tokens": 6898 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a grab bag of unrelated bugs, with a few likely duplicate pairs: the OAuth invalid_scope reports, the trim TypeError reports, and possibly the plugin-update/runtime-chunk reports. Most other soft edges look like same subsystem but different failure modes and should stay separate.", "confidence": 0.62, "canonical_issue_reason": "issue:67347 is the clearest representative of the concrete \"reading 'trim'\" TypeError and is the best duplicate target among the clearly matching pair.", "canonical_pr_reason": null, "best_issue_reason": "issue:67347 is the strongest global issue representative because it has the most exact error signature and the cleanest duplicate overlap.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65740", "right": "issue:66281", "accept": true, "reason": "Both describe macOS Chrome/CDP attach failures after an update; websocket reachability vs DevToolsActivePort look like the same launch/attach regression." }, { "left": "issue:64529", "right": "issue:65662", "accept": false, "reason": "Different code paths: reply-media allowlist blocking /tmp/openclaw vs ElevenLabs playback fallback to system voice." }, { "left": "issue:64814", "right": "issue:66016", "accept": false, "reason": "Plugin config null in extension register() is unrelated to the cron runningAtMs TypeError." }, { "left": "issue:64667", "right": "issue:65347", "accept": true, "reason": "Both report the same OpenAI Codex OAuth invalid_scope / authentication failure in the same login flow." }, { "left": "issue:67074", "right": "issue:67347", "accept": true, "reason": "Same underlying TypeError reading 'trim' from undefined; the titles differ only in language and wording." }, { "left": "issue:64553", "right": "issue:65043", "accept": false, "reason": "WhatsApp QR expiry and Slack subagent leaking a top-level post are unrelated bugs." }, { "left": "issue:53426", "right": "issue:65368", "accept": true, "reason": "Both point to plugin update breakage after a core update, with a missing hashed runtime chunk/module-not-found failure in the update path." }, { "left": "issue:64841", "right": "issue:65341", "accept": false, "reason": "The blank-titled issue provides no evidence tying it to the disabled memory-lancedb config-validation regression." }, { "left": "issue:53954", "right": "issue:66254", "accept": false, "reason": "Plugin-id mismatch warnings and WeCom token/setup problems are different configuration failures, not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 191, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:53680", "issue:63569", "issue:64194", "issue:64296", "issue:64378", "issue:64419", "issue:64497", "issue:64499", "issue:64788", "issue:64932", "issue:64933", "issue:65379", "issue:66254", "issue:66306", "issue:66752", "issue:66839", "issue:67214" ], "soft_pairs": [ "issue:64194|issue:64296", "issue:63569|issue:64932", "issue:64499|issue:66839", "issue:64788|issue:65379", "issue:64497|issue:67214", "issue:53398|issue:66306", "issue:53680|issue:64378", "issue:64419|issue:66752", "issue:64933|issue:66254" ], "prepared_review_unit_hash": "2d2d8b115fa2a1332b7388853c241093cd3dfb571599392a1ecfb1b8791f4b66", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13277, "estimated_input_tokens": 3320, "estimated_eval_tokens": 6896 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Two soft pairs look like true duplicates: the missing qa/scenarios completion-cache regression and the macOS node/system.run.prepare regression. The rest are only thematically similar and appear to be different bugs.", "confidence": 0.84, "canonical_issue_reason": "issue:64932 is the clearest and most specific report in the set, and it directly overlaps the older missing qa/scenarios/completion-cache failure report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64932 is the strongest canonical issue candidate overall: explicit path, clear failure mode, and it matches the duplicate subcluster cleanly.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64194", "right": "issue:64296", "accept": false, "reason": "Both mention WhatsApp/Telegram, but one is config loss on restart and the other is a connection ending before open; different bugs." }, { "left": "issue:63569", "right": "issue:64932", "accept": true, "reason": "Same underlying bug: missing qa/scenarios files causing completion cache generation to fail; the later report is a narrower version of the same regression." }, { "left": "issue:64499", "right": "issue:66839", "accept": true, "reason": "Same macOS-node issue: missing/non-advertised system.run.prepare breaks exec host=node." }, { "left": "issue:64788", "right": "issue:65379", "accept": false, "reason": "Both concern browser CDP connectivity, but the reported root causes differ (launchd vs global undici proxy agent)." }, { "left": "issue:64497", "right": "issue:67214", "accept": false, "reason": "Both are cron-job related, but the triggers/symptoms are not specific enough to conclude the same underlying bug." }, { "left": "issue:53398", "right": "issue:66306", "accept": false, "reason": "Gateway listener port conflict warning vs app health-check stuck pending are different symptoms and likely different code paths." }, { "left": "issue:53680", "right": "issue:64378", "accept": false, "reason": "Both involve routed agents, but one is wrong-agent routing on a second message and the other is cwd/workspace selection for a Slack-bound session." }, { "left": "issue:64419", "right": "issue:66752", "accept": false, "reason": "Config truncation on boot and ARM64 global-install module resolution failure are unrelated bugs." }, { "left": "issue:64933", "right": "issue:66254", "accept": false, "reason": "A false plugins.allow warning for auto-discovered plugins is unrelated to WeCom token display/SETUP status." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 192, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53853", "issue:53949", "issue:53959", "issue:62783", "issue:64174", "issue:64788", "issue:65247", "issue:65309", "issue:65329", "issue:65682", "issue:65844", "issue:66131", "issue:66306", "issue:66564", "issue:66957", "issue:67257", "issue:67547" ], "soft_pairs": [ "issue:53949|issue:65329", "issue:65309|issue:66957", "issue:65247|issue:66564", "issue:64788|issue:65682", "issue:66131|issue:67257", "issue:66306|issue:67547", "issue:64174|issue:65844", "issue:53853|issue:62783", "issue:53959|issue:65844" ], "prepared_review_unit_hash": "24c53073db6df5fc302a27cc9d74675387004267bbe46796dd65dcf8596135c0", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12927, "estimated_input_tokens": 3232, "estimated_eval_tokens": 6720 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the soft pairs share broad themes like auth, CDP, plugins, or UI, but each points to a different concrete regression and code path. I would not merge any of the proposed pairs as duplicates.", "confidence": 0.94, "canonical_issue_reason": "No clear canonical duplicate exists for this cluster; the issues are about unrelated bugs across auth, browser/CDP, plugin loading, UI, and performance.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64174 is the most self-contained and well-diagnosed report, but it is only a representative issue, not a true duplicate target for the cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53949", "right": "issue:65329", "accept": false, "reason": "Both mention silently dropped inbound content, but one is Telegram image download handling and the other is Teams DM attachments; different integrations and different failure paths." }, { "left": "issue:65309", "right": "issue:66957", "accept": false, "reason": "Both are latency/regression reports, but one is Active Memory blocking turns and the other is startup provider discovery from models.mode=replace; not the same bug." }, { "left": "issue:65247", "right": "issue:66564", "accept": false, "reason": "Both involve Control UI, but one is a transcript-repair message leak during history replay and the other is general lag in normal chat use." }, { "left": "issue:64788", "right": "issue:65682", "accept": false, "reason": "Both are browser CDP connection failures, but the reported causes differ: launchd/CDP HTTP handling versus resolveBrowserSsrFPolicy returning the wrong shape." }, { "left": "issue:66131", "right": "issue:67257", "accept": false, "reason": "Both concern plugins, but one is gateway auto-enable writing invalid plugin IDs into config and the other is a Telegram plugin export shape/load failure; different bugs." }, { "left": "issue:66306", "right": "issue:67547", "accept": false, "reason": "These are unrelated: a macOS health-check status issue versus an A2UI bundle/hash dependency on node_modules presence." }, { "left": "issue:64174", "right": "issue:65844", "accept": false, "reason": "Both are auth-related Codex regressions, but one is OAuth runtime returning 403 HTML and the other is multi-profile auth collapsing and breaking auth.order; different root causes." }, { "left": "issue:53853", "right": "issue:62783", "accept": false, "reason": "Both involve 401s, but one is a fresh-key/chat API-key problem and the other is isolated cron OpenRouter auth reporting user-not-found; not the same underlying issue." }, { "left": "issue:53959", "right": "issue:65844", "accept": false, "reason": "One is tool execution failing after an update, the other is profile/auth-order collapse; they do not describe the same code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 193, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53236", "issue:53853", "issue:54050", "issue:62868", "issue:62886", "issue:62898", "issue:63190", "issue:64517", "issue:64710", "issue:64841", "issue:64966", "issue:65102", "issue:65394", "issue:65974", "issue:66100", "issue:66131", "issue:66677", "issue:67347" ], "soft_pairs": [ "issue:66677|issue:67347", "issue:64841|issue:66131", "issue:54050|issue:66100", "issue:64710|issue:64966", "issue:63190|issue:65394", "issue:53853|issue:65974", "issue:62886|issue:62898", "issue:53236|issue:62868", "issue:64517|issue:65102", "issue:62868|issue:62898" ], "prepared_review_unit_hash": "1abd56fccd88669767a1fad29c9cdbf0e9a516594c61d506fc2725550eb2da1e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13693, "estimated_input_tokens": 3424, "estimated_eval_tokens": 7104 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. The only clear duplicate subgroup is the Telegram/channel plugin packaging bug around setup-entry.js and missing src/channel.setup.js paths; the rest look like separate issues.", "confidence": 0.71, "canonical_issue_reason": "Issue 62898 is the broadest and clearest root-cause report in the Telegram plugin packaging subgroup: it explicitly identifies setup-entry.js pointing at non-existent ./src paths and says all channel plugins break.", "canonical_pr_reason": null, "best_issue_reason": "62898 is the best global issue candidate because it most directly describes the underlying packaging/path bug and its widest impact.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66677", "right": "issue:67347", "accept": false, "reason": "No clear evidence they share a bug: one is QuickStart channel selection, the other is an undefined.trim TypeError with no obvious link." }, { "left": "issue:64841", "right": "issue:66131", "accept": false, "reason": "Both touch validation/plugins, but one is a disabled memory-lancedb entry failing after upgrade while the other is gateway auto-enable writing provider plugin IDs; different failure paths." }, { "left": "issue:54050", "right": "issue:66100", "accept": false, "reason": "Different auth/token problems in different flows: OAuth refresh_token_reused on Windows versus Android bootstrap token not being cleared after spend." }, { "left": "issue:64710", "right": "issue:64966", "accept": false, "reason": "Both mention timeouts, but one is Ollama agent call timing out and the other is model-routing fallback timing out; not the same concrete bug." }, { "left": "issue:63190", "right": "issue:65394", "accept": false, "reason": "Both involve audio, but one is Telegram voice notes not reaching ASR and the other is transcription APIs returning no transcript for local files." }, { "left": "issue:53853", "right": "issue:65974", "accept": false, "reason": "The second issue has no meaningful title/content, so there is not enough evidence to treat them as the same bug." }, { "left": "issue:62886", "right": "issue:62898", "accept": true, "reason": "Both report the same 2026.4.7 Telegram/channel plugin packaging problem: bundled code points at missing src/setup-entry paths and breaks the plugin bundle." }, { "left": "issue:53236", "right": "issue:62868", "accept": false, "reason": "These are different bugs in different areas: plugin resolution picking the wrong ACP backend versus Telegram bundle packaging missing channel.setup.js." }, { "left": "issue:64517", "right": "issue:65102", "accept": false, "reason": "Different code paths: multi-agent approvals.exec.targets handling versus inline Python execution being blocked by strictInlineEval." }, { "left": "issue:62868", "right": "issue:62898", "accept": true, "reason": "Both describe the same Telegram/channel plugin bundle defect: missing packaged build artifacts or wrong src-path references in the 2026.4.7 install." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 194, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53705", "issue:62886", "issue:62903", "issue:63184", "issue:64019", "issue:64497", "issue:64528", "issue:65151", "issue:65281", "issue:65350", "issue:66065", "issue:66153", "issue:66588", "issue:66769", "issue:66773", "issue:67378", "issue:67414" ], "soft_pairs": [ "issue:53273|issue:62903", "issue:64497|issue:65151", "issue:65281|issue:67414", "issue:53705|issue:64528", "issue:66065|issue:66588", "issue:66153|issue:67378", "issue:64019|issue:65350", "issue:62886|issue:63184", "issue:66769|issue:66773" ], "prepared_review_unit_hash": "95fbe835ca15de8c2a7135159e3e04701247488c211b0de289af957b3fef0342", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13339, "estimated_input_tokens": 3335, "estimated_eval_tokens": 6926 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are false positives: they share a subsystem or symptom theme but not the same concrete bug. Two pairs look like true duplicates: memory-core idempotencyKey failures (64019/65350) and Telegram plugin setup-entry src-path failures (62886/63184). No PRs are present.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53273", "right": "issue:62903", "accept": false, "reason": "Both are plugin packaging/path regressions, but they affect different plugins and different missing path updates; not the same underlying bug." }, { "left": "issue:64497", "right": "issue:65151", "accept": false, "reason": "Both involve cron/isolated session handling, but one is about spawning after inactivity and the other about persisting sessionFile to sessions.json; different failure modes." }, { "left": "issue:65281", "right": "issue:67414", "accept": false, "reason": "Both are Control UI image issues, but one is paste/send failure and the other is blank preview plus reprocessing on history load; separate bugs." }, { "left": "issue:53705", "right": "issue:64528", "accept": false, "reason": "Shared workspace isolation is the theme, but one bug is destructive delete behavior and the other is session-memory hook isolation; not the same code-path problem." }, { "left": "issue:66065", "right": "issue:66588", "accept": false, "reason": "Both are browser/CDP startup issues, but they occur in different environments with different symptoms and likely different root causes." }, { "left": "issue:66153", "right": "issue:67378", "accept": false, "reason": "Both are WhatsApp-related, but one is self-mode/Meta AI interaction and the other is outbound ghost chats from missing LID\u2192PN resolution; distinct bugs." }, { "left": "issue:64019", "right": "issue:65350", "accept": true, "reason": "Same memory-core narrative generation failure centered on missing/required idempotencyKey in subagent.run(); clearly the same bug." }, { "left": "issue:62886", "right": "issue:63184", "accept": true, "reason": "Both report Telegram plugin setup-entry pointing to a missing src path in v2026.4.7; same underlying packaging/path regression." }, { "left": "issue:66769", "right": "issue:66773", "accept": false, "reason": "Both leak secrets in gateway responses, but one exposes apiKeys/env secrets and the other returns plaintext device tokens; different endpoints and issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 195, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53463", "issue:53621", "issue:53755", "issue:53824", "issue:62472", "issue:63422", "issue:63450", "issue:64381", "issue:64835", "issue:64966", "issue:65033", "issue:65052", "issue:65156", "issue:65157", "issue:66624", "issue:66885", "issue:67160", "issue:67347" ], "soft_pairs": [ "issue:64381|issue:65157", "issue:53621|issue:53824", "issue:53463|issue:62472", "issue:64966|issue:66885", "issue:66624|issue:67347", "issue:65033|issue:65156", "issue:63422|issue:64835", "issue:53755|issue:65052", "issue:63450|issue:67160" ], "prepared_review_unit_hash": "3a179c3a9b2bb4be58fff1f051a2ead55f2af1f1010d9e0caa6869b6a6213c93", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13516, "estimated_input_tokens": 3379, "estimated_eval_tokens": 7014 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: most soft edges connect issues that share only broad keywords (memory, timeout, unknown channel, sqlite-vec) but describe different code paths. The only likely duplicate pair is the two trim() TypeError reports for onboarding/channel selection.", "confidence": 0.88, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue 67347 is the clearest representative of the only real duplicate pair: it is a concrete trim() TypeError report with broad discussion and likely subsumes the more specific onboarding/channel-selection variant.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64381", "right": "issue:65157", "accept": false, "reason": "Both mention plugins, but one is about gateway startup exclusion and the other about plugin hook dispatch under claude-cli; different failure modes and code paths." }, { "left": "issue:53621", "right": "issue:53824", "accept": false, "reason": "Both mention 'Unknown Channel', but one is Discord allowFrom resolution and the other is cron delivery after gateway restart; same error string, different subsystems." }, { "left": "issue:53463", "right": "issue:62472", "accept": false, "reason": "Both are memory/compaction-adjacent, but one is file append vs overwrite and the other is persisted context/window metadata causing wrong /status values; not the same bug." }, { "left": "issue:64966", "right": "issue:66885", "accept": false, "reason": "Both involve timeouts, but the first is model-routing fallback due to a short default timeout while the second is a Windows/undici HTTP/2 stall; unrelated causes." }, { "left": "issue:66624", "right": "issue:67347", "accept": true, "reason": "Both report the same trim()-on-undefined TypeError in the onboarding/configuration flow, and the titles point to the same underlying channel-selection bug." }, { "left": "issue:65033", "right": "issue:65156", "accept": false, "reason": "Both involve sqlite-vec, but one is missing extension availability and the other is an ABI mismatch where functions are not registered; related area, different root cause." }, { "left": "issue:63422", "right": "issue:64835", "accept": false, "reason": "Sub-agent exec tool failures and memory_search/vec0 shadow-data failures are different features with no concrete shared code path." }, { "left": "issue:53755", "right": "issue:65052", "accept": false, "reason": "One is a models-list/catalog exposure issue and the other is a vision-turn stall with dynamic image tooling; not the same defect." }, { "left": "issue:63450", "right": "issue:67160", "accept": false, "reason": "Both touch chat.history/gateway startup, but one is a startup delay from a WS request and the other is a reconnect race where chat.history is unavailable; too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 196, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53641", "issue:53708", "issue:53709", "issue:53729", "issue:53871", "issue:53876", "issue:64302", "issue:64938", "issue:65343", "issue:65500", "issue:65602", "issue:66153", "issue:66202", "issue:66804", "issue:67092", "issue:67357" ], "soft_pairs": [ "issue:65343|issue:66804", "issue:53729|issue:66153", "issue:53871|issue:64938", "issue:53384|issue:67092", "issue:53876|issue:64938", "issue:65500|issue:66202", "issue:53708|issue:53709", "issue:64302|issue:65602", "issue:53641|issue:67357" ], "prepared_review_unit_hash": "fbd766cbddeedb123ed1e20dbfb5a108d4bac19d41f5937bdf6586c59c66c869", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12828, "estimated_input_tokens": 3207, "estimated_eval_tokens": 6670 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly unrelated issue noise, with two clear duplicate pairs: Telegram channel config after upgrade, and compaction reserveTokens being overwritten on reload. The other soft matches are theme-level similarities only and should stay separate.", "confidence": 0.91, "canonical_issue_reason": "Issue 65602 is the best canonical representative for the compaction bug: it names the likely root cause (`resourceLoader.reload()` overwriting `reserveTokens`) and directly explains the overflow symptom reported in 64302.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65602 is the strongest global issue candidate because it is the most specific, actionable root-cause report in the cluster and aligns cleanly with its duplicate symptom report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65343", "right": "issue:66804", "accept": false, "reason": "Both are timeout failures, but they involve different models/components and different timeout thresholds; not the same underlying bug." }, { "left": "issue:53729", "right": "issue:66153", "accept": false, "reason": "Both concern WhatsApp behavior, but one is outbound echoing and the other is self-mode interference with Meta AI; too different to treat as the same bug." }, { "left": "issue:53871", "right": "issue:64938", "accept": false, "reason": "Telegram channel config after upgrade and codex provider registration on startup are unrelated subsystems and failure modes." }, { "left": "issue:53384", "right": "issue:67092", "accept": false, "reason": "Both mention reasoning/thinking text handling, but one is a streaming block-drop bug and the other is malformed `` leakage; not the same concrete defect." }, { "left": "issue:53876", "right": "issue:64938", "accept": false, "reason": "Telegram upgrade configuration failure is unrelated to codex provider catalog registration." }, { "left": "issue:65500", "right": "issue:66202", "accept": false, "reason": "Both are model-availability complaints, but one is `/models` listing/UI visibility and the other is Ollama becoming unavailable after upgrade; not clearly the same root cause." }, { "left": "issue:53708", "right": "issue:53709", "accept": false, "reason": "Image-capability provider failure and invalid `GH_TOKEN` in subprocesses are completely different bugs." }, { "left": "issue:64302", "right": "issue:65602", "accept": true, "reason": "These describe the same compaction problem: reserve token settings are being ignored/overwritten, leading to context overflow." }, { "left": "issue:53641", "right": "issue:67357", "accept": false, "reason": "Both involve Discord file/attachment sending, but the second issue is broader and does not clearly indicate the same specific attachment-drop defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 197, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:62568", "issue:63422", "issue:64254", "issue:64289", "issue:64317", "issue:64409", "issue:64978", "issue:65090", "issue:65334", "issue:65559", "issue:65844", "issue:66298", "issue:66353", "issue:66641", "issue:67100", "issue:67158", "issue:67160" ], "soft_pairs": [ "issue:64317|issue:64978", "issue:66641|issue:67100", "issue:62568|issue:65334", "issue:65090|issue:66353", "issue:64254|issue:64409", "issue:64289|issue:67160", "issue:65844|issue:67158", "issue:53494|issue:63422", "issue:65559|issue:66298" ], "prepared_review_unit_hash": "6df078d585c48d0555d0c0679393732f871f0a95b34a8018152b3acc3e4c9edf", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13486, "estimated_input_tokens": 3372, "estimated_eval_tokens": 7000 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports; only the installer/onboard channel-selection crash pair looks like a true duplicate. The rest appear to be separate issues across browser/CDP, auth, memory-core, and message-routing paths.", "confidence": 0.82, "canonical_issue_reason": "Issue 67100 is the best canonical issue candidate for the only clear duplicate pair: it matches the exact \"reading 'trim'\" channel-selection crash and has the strongest linkage/inbound refs among the two reports.", "canonical_pr_reason": null, "best_issue_reason": "67100 is the best overall issue representative in this set, but only for the trim()-undefined duplicate pair; the broader cluster is too heterogeneous to share one true canonical issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64317", "right": "issue:64978", "accept": false, "reason": "Both involve Chrome/browser startup-related failures, but one is a screenshot timeout after page load and the other is a false managed-Chrome startup detection failure; different symptom and code path." }, { "left": "issue:66641", "right": "issue:67100", "accept": true, "reason": "Same exact TypeError on channel selection ('Cannot read properties of undefined (reading \\'trim\\')'); installer/onboard wording suggests the same underlying bug in the shared channel-selection flow." }, { "left": "issue:62568", "right": "issue:65334", "accept": false, "reason": "Missing npm dependency and incorrect CLI host-version reporting are unrelated bugs." }, { "left": "issue:65090", "right": "issue:66353", "accept": false, "reason": "Both mention CDP/browser connectivity, but one is websocket reachability after start on macOS and the other is generic CDP detection despite a healthy endpoint; not enough to treat as the same bug." }, { "left": "issue:64254", "right": "issue:64409", "accept": false, "reason": "One is about a dreaming promotion cron not persisting across gateway restarts; the other is config resolution incorrectly returning enabled=false during startup. Different failure modes." }, { "left": "issue:64289", "right": "issue:67160", "accept": false, "reason": "Session-scoped plugin lazy initialization after idle and chat.history unavailable during startup/reconnect are different race conditions in different parts of the stack." }, { "left": "issue:65844", "right": "issue:67158", "accept": false, "reason": "Multi-profile auth collapsing to default and model-version rejection on OAuth are distinct auth/config bugs." }, { "left": "issue:53494", "right": "issue:63422", "accept": false, "reason": "Tool registry corruption after an image message and sub-agent exec tool calls failing after an update are too different in trigger and path to merge as one bug." }, { "left": "issue:65559", "right": "issue:66298", "accept": false, "reason": "Webhook mention handling for allowBots and /acp command routing inside a bound Discord thread are separate message-dispatch problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 198, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53537", "issue:53547", "issue:53591", "issue:53689", "issue:53705", "issue:53797", "issue:53925", "issue:53938", "issue:62783", "issue:63752", "issue:63819", "issue:64287", "issue:64552", "issue:65514", "issue:65619", "issue:67113", "issue:67114", "issue:67188" ], "soft_pairs": [ "issue:65619|issue:67114", "issue:63752|issue:64552", "issue:53938|issue:67114", "issue:64287|issue:65514", "issue:53547|issue:53705", "issue:62783|issue:64552", "issue:53537|issue:53591", "issue:63819|issue:67113", "issue:53797|issue:53925", "issue:53689|issue:67188" ], "prepared_review_unit_hash": "3f9d11fb3db4c135a5f3fcc3672b2f4ee5f5eaaeef02ac1fa7bed0f03ff39e06", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13602, "estimated_input_tokens": 3401, "estimated_eval_tokens": 7058 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bugs were grouped together. The only strong duplicate-like pair is the two github-copilot /btw failures; the rest differ by provider, platform, or failure mode.", "confidence": 0.93, "canonical_issue_reason": "issue:53797 is the clearest representative of the only close duplicate pair: it captures the /btw + github-copilot model-support failure cleanly and broadly.", "canonical_pr_reason": null, "best_issue_reason": "issue:53797 is the best global issue candidate because it most directly describes the shared /btw github-copilot model-selection/support bug and is the most actionable summary of the accepted pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65619", "right": "issue:67114", "accept": false, "reason": "Different platforms and symptoms: macOS gateway bind resolution/startup failure vs Windows post-restart health/status hang." }, { "left": "issue:63752", "right": "issue:64552", "accept": false, "reason": "Auth/profile lookup failure is unrelated to a severe API-call latency regression." }, { "left": "issue:53938", "right": "issue:67114", "accept": false, "reason": "Both mention instability, but one is Feishu plugin duplication/gateway restart behavior and the other is a Windows CLI health hang; not the same bug." }, { "left": "issue:64287", "right": "issue:65514", "accept": false, "reason": "JSONL parentId-chain context loss and MiniMax tokenBudget forwarding are different code paths and different user-visible failures." }, { "left": "issue:53547", "right": "issue:53705", "accept": false, "reason": "Workspace bootstrap files not loading and incorrect --force deletion are unrelated workspace-management issues." }, { "left": "issue:62783", "right": "issue:64552", "accept": false, "reason": "OpenRouter 401 auth in isolated cron sessions is not the same as a general API performance regression." }, { "left": "issue:53537", "right": "issue:53591", "accept": false, "reason": "Both involve model-thinking behavior, but one is Gemini model-switch looping and the other is Kimi tool-call args becoming empty due to missing payload compatibility." }, { "left": "issue:63819", "right": "issue:67113", "accept": false, "reason": "Session running-state persistence and QMD embed timeout loops are different failures with different subsystems and likely different fixes." }, { "left": "issue:53797", "right": "issue:53925", "accept": true, "reason": "Both are /btw failures on github-copilot where the requested model is not accepted/supported; they look like the same model-support path bug." }, { "left": "issue:53689", "right": "issue:67188", "accept": false, "reason": "A missing/invalid moonshot model and a tts issue are unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 199, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53705", "issue:53853", "issue:53955", "issue:62868", "issue:62904", "issue:64465", "issue:64698", "issue:65316", "issue:65500", "issue:65524", "issue:65645", "issue:66176", "issue:66377", "issue:66786", "issue:67035", "issue:67150", "issue:67347", "issue:67394" ], "soft_pairs": [ "issue:53853|issue:64465", "issue:67150|issue:67347", "issue:66176|issue:67035", "issue:65316|issue:66786", "issue:65524|issue:66377", "issue:62868|issue:62904", "issue:65500|issue:65645", "issue:53705|issue:53955", "issue:64698|issue:67394" ], "prepared_review_unit_hash": "8bc68b08c170b63ee2153d13c1c64be5632f7f2b1940a33961d79e4fff26f7e9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13295, "estimated_input_tokens": 3324, "estimated_eval_tokens": 6904 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, with three clear duplicate-like pairs and several unrelated false matches. I accepted only the pairs about deleted-agent session persistence, Telegram packaging/config load failure, and custom-model visibility in the UI.", "confidence": 0.86, "canonical_issue_reason": "65524 is the clearest, most concrete bug report in the cluster and has a strong duplicate-style counterpart in 66377 about the same deleted-agent session/state persistence problem.", "canonical_pr_reason": null, "best_issue_reason": "65524 is the best anchor issue: it is specific, actionable, and directly describes the underlying defect rather than a broader or more speculative symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53853", "right": "issue:64465", "accept": false, "reason": "Different bugs and domains: one is an API-key/401 chat auth problem, the other is an empty/invalid bug title placeholder." }, { "left": "issue:67150", "right": "issue:67347", "accept": false, "reason": "Both involve workflow problems, but the symptoms are too different: channel-selection blockage vs a TypeError on trim." }, { "left": "issue:66176", "right": "issue:67035", "accept": false, "reason": "Both are chat UI regressions, but they describe different concrete failures and likely different code paths." }, { "left": "issue:65316", "right": "issue:66786", "accept": false, "reason": "One is about exposing writable tools without a valid target; the other is about OPENCLAW_WORKSPACE_DIR not being respected in the system prompt." }, { "left": "issue:65524", "right": "issue:66377", "accept": true, "reason": "Same underlying bug: deleting an agent does not fully remove its session/state, leaving sessions accessible/executable." }, { "left": "issue:62868", "right": "issue:62904", "accept": true, "reason": "Same packaging/config-load failure in the Telegram extension: missing bundled source files referenced at runtime." }, { "left": "issue:65500", "right": "issue:65645", "accept": true, "reason": "Both report that non-default/custom models are missing from UI model listings." }, { "left": "issue:53705", "right": "issue:53955", "accept": false, "reason": "Unrelated bugs: unsafe workspace deletion vs memory index/search returning empty after an update." }, { "left": "issue:64698", "right": "issue:67394", "accept": false, "reason": "Different integrations and failure modes: Telegram group mention handling vs WhatsApp group auto-reply delivery." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 200, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53464", "issue:54061", "issue:54080", "issue:62958", "issue:63752", "issue:64003", "issue:64317", "issue:64510", "issue:64618", "issue:65420", "issue:65494", "issue:65608", "issue:66582", "issue:66591", "issue:66633", "issue:66957", "issue:67136", "issue:67334" ], "soft_pairs": [ "issue:53464|issue:63752", "issue:64317|issue:66633", "issue:65420|issue:65494", "issue:65608|issue:67136", "issue:62958|issue:66957", "issue:54061|issue:54080", "issue:64003|issue:64618", "issue:66582|issue:67334", "issue:64510|issue:66591" ], "prepared_review_unit_hash": "a241b4ab794384766fb64e4af40d74878c2d4f5041567bb25a70ed04eadb0c82", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13444, "estimated_input_tokens": 3361, "estimated_eval_tokens": 6978 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No soft pair looks like the same underlying defect closely enough to merge. The closest match is the Anthropic/auth pair, but one is token truncation during paste and the other is API-key resolution from auth-profiles.json, which are different code paths.", "confidence": 0.87, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:63752 is the clearest standalone bug report: concrete error, valid repro context, and a narrowly scoped failure mode around Anthropic auth lookup.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53464", "right": "issue:63752", "accept": false, "reason": "Both involve Anthropic setup/auth, but the first is paste-time token truncation and the second is provider key lookup from auth-profiles.json; different symptoms and likely different fixes." }, { "left": "issue:64317", "right": "issue:66633", "accept": false, "reason": "Unrelated failures: Chromium viewport screenshot timeout on Wayland vs Cloudflare 403 from the openai-codex provider after upgrade." }, { "left": "issue:65420", "right": "issue:65494", "accept": false, "reason": "Same channel, but different bugs: DM echo loop from is_from_me filtering vs a ReferenceError for missing accountInfo." }, { "left": "issue:65608", "right": "issue:67136", "accept": false, "reason": "Build failure in matrix-sdk-crypto/pnpm dependency handling is unrelated to a write tool reporting success without creating a file." }, { "left": "issue:62958", "right": "issue:66957", "accept": false, "reason": "Both touch Ollama/provider behavior, but one is a macOS agent hang after page-load/interaction and the other is startup delay from implicit provider discovery in replace mode." }, { "left": "issue:54061", "right": "issue:54080", "accept": false, "reason": "Both mention pre-tool text visibility, but one is generic message() inline assistant text suppression and the other is Feishu streaming-card narration; too surface-specific to treat as one bug." }, { "left": "issue:64003", "right": "issue:64618", "accept": false, "reason": "Both are dreaming-related, but one is a missing idempotencyKey causing REM dreaming failure and the other is cron registration/import wiring at Gateway startup." }, { "left": "issue:66582", "right": "issue:67334", "accept": false, "reason": "'Active Memory issue' is too vague to equate with an Ollama timeout persisting after update; no shared concrete code path is evident." }, { "left": "issue:64510", "right": "issue:66591", "accept": false, "reason": "Memory-wiki bridge artifact visibility and lossless-claw context-engine id mismatch are separate subsystems with unrelated failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 201, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53247", "issue:53517", "issue:53853", "issue:53862", "issue:53989", "issue:62875", "issue:63358", "issue:64174", "issue:64419", "issue:64794", "issue:65054", "issue:65182", "issue:65238", "issue:65244", "issue:65516", "issue:65565", "issue:65608" ], "soft_pairs": [ "issue:64794|issue:65054", "issue:64419|issue:65244", "issue:53862|issue:53989", "issue:53517|issue:65608", "issue:53247|issue:64174", "issue:62875|issue:63358", "issue:65182|issue:65238", "issue:65516|issue:65608", "issue:53853|issue:65565" ], "prepared_review_unit_hash": "06b009e16c472eccc444e148bf0d610d6af9ff86fd163a97acda5ec97a584800", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12865, "estimated_input_tokens": 3217, "estimated_eval_tokens": 6690 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a true duplicate set: the items cover unrelated plugins, runtimes, build failures, and UI/config bugs. All soft pairs are only superficial topic matches and should be rejected.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64794", "right": "issue:65054", "accept": false, "reason": "Same MiniMax area, but one is a configure-wizard OAuth field omission and the other is a usage-polling endpoint hardcode. Different code paths and fixes." }, { "left": "issue:64419", "right": "issue:65244", "accept": false, "reason": "Gateway config truncation on boot is unrelated to sqlite-vec loading and DatabaseSync extension flags." }, { "left": "issue:53862", "right": "issue:53989", "accept": false, "reason": "Different integrations and symptoms: Telegram polling drops group messages, while Slack event dispatch regresses after an update." }, { "left": "issue:53517", "right": "issue:65608", "accept": false, "reason": "Both are install/build related, but they describe different packages and failures: peer dependency installation vs a hardcoded addon directory path." }, { "left": "issue:53247", "right": "issue:64174", "accept": false, "reason": "Different plugin/auth failures: WhatsApp crashes from a missing runtime API, while openai-codex hits a 403 HTML OAuth runtime issue." }, { "left": "issue:62875", "right": "issue:63358", "accept": false, "reason": "Both mention plugins, but one is a missing bundled src directory and the other is a config-load crash when a Slack extension is disabled." }, { "left": "issue:65182", "right": "issue:65238", "accept": false, "reason": "Both affect chat UI text handling, but one is unstripped assistant tags and the other is a message-too-large placeholder appearing in webchat." }, { "left": "issue:65516", "right": "issue:65608", "accept": false, "reason": "Both are pnpm/build failures, but the concrete causes differ: missing installed script vs matrix-sdk-crypto addon path handling." }, { "left": "issue:53853", "right": "issue:65565", "accept": false, "reason": "One is a 401 API-key/auth failure in chat; the other is an invalid dashboard default-agent config key. Not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 202, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:53912", "issue:62904", "issue:62905", "issue:63124", "issue:63566", "issue:63883", "issue:64698", "issue:64793", "issue:64978", "issue:65090", "issue:65309", "issue:65424", "issue:65521", "issue:65613", "issue:65740", "issue:66290", "issue:66486" ], "soft_pairs": [ "issue:64793|issue:65309", "issue:64978|issue:65090", "issue:53912|issue:66290", "issue:53249|issue:65424", "issue:63124|issue:63566", "issue:65521|issue:65740", "issue:62904|issue:62905", "issue:63883|issue:64698", "issue:65613|issue:66486" ], "prepared_review_unit_hash": "b6b09cb3a7d68e2681e3a5bbbc54b74890d6f1e2156742556a90569155eb32ce", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13369, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one pair looks like a true duplicate: the two Telegram 2026.4.7 issues both point to bundled packaging missing the Telegram src content. The rest are superficially similar by subsystem/symptom but describe different concrete failures and should stay separate.", "confidence": 0.74, "canonical_issue_reason": "issue:62904 is the better canonical representative because it states the broader root cause (missing src directory in the Telegram extension) and can subsume the more specific missing-file report.", "canonical_pr_reason": null, "best_issue_reason": "issue:62904 is the strongest issue to keep as the representative bug report: it is broad enough to cover the packaging omission and clear enough to guide a fix.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64793", "right": "issue:65309", "accept": false, "reason": "Both are timeout-related, but one is a UI hang on agent timeout and the other is a direct-chat delay caused by Active Memory. Different code paths and symptoms." }, { "left": "issue:64978", "right": "issue:65090", "accept": false, "reason": "Both involve Chrome/CDP startup, but one is a false managed-startup failure with DevTools already listening on localhost, while the other is a websocket reachability issue on macOS ARM64." }, { "left": "issue:53912", "right": "issue:66290", "accept": false, "reason": "Both mention Docker/gateway, but one is a restart loop due to bind configuration and the other is a bundled-channels stack overflow during load. Different bugs." }, { "left": "issue:53249", "right": "issue:65424", "accept": false, "reason": "Both mention attachments, but one is runtime mount-path handling for subagent attachments and the other is image attachments being dropped by a Minimax catalog input bug." }, { "left": "issue:63124", "right": "issue:63566", "accept": false, "reason": "Both mention SIGKILL on CLI usage, but one is an exec-tool failure on any subcommand and the other is a Windows 11 regression with gateway unresponsiveness. Not enough evidence of the same underlying defect." }, { "left": "issue:65521", "right": "issue:65740", "accept": false, "reason": "Both are browser/CDP startup problems, but they are on different platforms and have different failure points: Chrome exits immediately vs websocket unreachable after start." }, { "left": "issue:62904", "right": "issue:62905", "accept": true, "reason": "Both describe the Telegram bundle missing src content and failing during startup/config load; they appear to be the same packaging bug reported at different specificity." }, { "left": "issue:63883", "right": "issue:64698", "accept": false, "reason": "These are different Telegram settings bugs: groupPolicy/open allowlist behavior versus requireMention being ignored for group messages." }, { "left": "issue:65613", "right": "issue:66486", "accept": false, "reason": "Discord socket health restarts and an image-model 'Unknown model' error are unrelated features and failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 203, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53311", "issue:53547", "issue:53666", "issue:64552", "issue:64710", "issue:64775", "issue:65293", "issue:65314", "issue:65317", "issue:65559", "issue:65695", "issue:66588", "issue:66786", "issue:66957", "issue:66981", "issue:67035", "issue:67092", "issue:67357" ], "soft_pairs": [ "issue:53547|issue:53666", "issue:67035|issue:67092", "issue:65559|issue:67357", "issue:64775|issue:66981", "issue:64552|issue:64710", "issue:65317|issue:66786", "issue:65314|issue:66957", "issue:65695|issue:66588", "issue:53311|issue:65293" ], "prepared_review_unit_hash": "643418ffc003f97e8cd9dc67f263f2da55b5b98f0de2892922b8ac85de284417", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13607, "estimated_input_tokens": 3402, "estimated_eval_tokens": 7060 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One true duplicate pair stands out: the gateway boot-loop reports around missing/stale channel plugin config. The other soft pairs are related by subsystem/theme but describe different failure modes and should stay separate.", "confidence": 0.84, "canonical_issue_reason": "issue:65293 is the most specific root-cause report: it names the dangling channel reference left by `doctor --fix` and directly explains the Gateway boot loop.", "canonical_pr_reason": null, "best_issue_reason": "issue:65293 best captures the concrete bug and likely fix target; issue:53311 is a broader symptom-level report of the same gateway/plugin failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53547", "right": "issue:53666", "accept": false, "reason": "Both mention a 2026.3.23-2 regression, but one is about workspace bootstrap files not loading and the other about memory index chunks showing 0; different subsystems and symptoms." }, { "left": "issue:67035", "right": "issue:67092", "accept": false, "reason": "Both concern chat UI/output, but one is a Windows input/rendering regression and the other is malformed `` leakage into assistant text; not the same bug." }, { "left": "issue:65559", "right": "issue:67357", "accept": false, "reason": "Both are Discord-related, but one is webhook mention handling for `allowBots`, while the other is file sending with two bugs; too different to merge." }, { "left": "issue:64775", "right": "issue:66981", "accept": false, "reason": "OAuth setup failure with Codex and browser gateway timeout are unrelated failure modes." }, { "left": "issue:64552", "right": "issue:64710", "accept": false, "reason": "A broad API-call latency regression is not specific enough to equate with an Ollama agent-mode timeout; likely different code paths and root causes." }, { "left": "issue:65317", "right": "issue:66786", "accept": false, "reason": "Sandbox mutation-helper failure and system-prompt workspace-dir handling are separate configuration/runtime issues." }, { "left": "issue:65314", "right": "issue:66957", "accept": false, "reason": "Both involve model/provider behavior and slowness, but one is Ollama agent-mode timeouts while the other is unnecessary provider discovery during `models.mode=\"replace\"`; not clearly the same bug." }, { "left": "issue:65695", "right": "issue:66588", "accept": false, "reason": "One is Chrome CDP connectivity to a child process; the other is browser-plugin launch fallback on ARM/Raspberry Pi. Different launch/connectivity problems." }, { "left": "issue:53311", "right": "issue:65293", "accept": true, "reason": "Both describe Gateway boot/crash loops caused by a channel/plugin being configured but missing or stale; 65293 gives the precise dangling-reference root cause for the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 204, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:64011", "issue:64497", "issue:65152", "issue:65201", "issue:65510", "issue:65578", "issue:66097", "issue:66229", "issue:66290", "issue:66588", "issue:66635", "issue:66859", "issue:66860", "issue:67019", "issue:67092", "issue:67192", "issue:67334", "issue:67575" ], "soft_pairs": [ "issue:64011|issue:66290", "issue:65578|issue:67019", "issue:65201|issue:65510", "issue:65152|issue:67575", "issue:64497|issue:67334", "issue:66859|issue:66860", "issue:67092|issue:67192", "issue:66097|issue:66588", "issue:66229|issue:66635" ], "prepared_review_unit_hash": "f270fac987cee72843ed72416fc23933c381cb32c4285ebac62cb4bd36ed63e3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13622, "estimated_input_tokens": 3406, "estimated_eval_tokens": 7068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster does not look like a duplicate set; it\u2019s a mix of unrelated bugs across gateway, secrets, browser/CDP, media handling, reasoning output, and session lifecycle. None of the soft-edge pairs appear to be the same underlying defect, so all should stay separate.", "confidence": 0.56, "canonical_issue_reason": "Issue 65201 is the cleanest self-contained bug report in the set, but the cluster is heterogeneous, so it is only a weak representative rather than a true canonical duplicate target.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65201 is the best single representative for triage because it is narrowly scoped, explicit, and easier to validate than the broader/inferred reports; however, it is not meaningfully related to most other items here.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64011", "right": "issue:66290", "accept": false, "reason": "Both mention gateway failures, but one is a Windows Discord reconnect crash and the other is a Docker bundled-channel stack overflow; different code paths and failure modes." }, { "left": "issue:65578", "right": "issue:67019", "accept": false, "reason": "Model auto-discovery returning the wrong entry is unrelated to GLM-4.7 gibberish output; same broad area, but not the same bug." }, { "left": "issue:65201", "right": "issue:65510", "accept": false, "reason": "Both involve secrets, but one is a doctor false-positive warning on auth tokens and the other is SecretRef resolution failing for a Firecrawl API key; different behavior and surfaces." }, { "left": "issue:65152", "right": "issue:67575", "accept": false, "reason": "One is missing tool definitions causing no function_call in main sessions; the other returns OpenRouter responses but drops them before reaching the user. Distinct request/response pipeline problems." }, { "left": "issue:64497", "right": "issue:67334", "accept": false, "reason": "Both mention session timing, but one is isolated cron jobs failing to spawn after inactivity and the other is an embedded Ollama timeout issue; not the same underlying defect." }, { "left": "issue:66859", "right": "issue:66860", "accept": false, "reason": "These are adjacent restart-recovery issues, but one is about destructive restart without durable transcript handoff while the other is about missing-session-entry pruning delegated recovery; close in theme, not the same concrete bug." }, { "left": "issue:67092", "right": "issue:67192", "accept": false, "reason": "Both involve reasoning tags, but one leaks malformed trailing into persisted text and the other crashes on a missing stream wrapper for Mistral reasoning; different failure points." }, { "left": "issue:66097", "right": "issue:66588", "accept": false, "reason": "Both affect browser plugin/CDP detection, but one falsely reports a reachable profile as not running and the other fails on Raspberry Pi 5 and falls back to web_fetch; different platform and logic issues." }, { "left": "issue:66229", "right": "issue:66635", "accept": false, "reason": "One is a hardcoded media-store size cap blocking uploads before channel limits apply; the other is inline MEDIA path handling failing in WhatsApp auto-reply while manual --media works. Not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 205, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53540", "issue:53858", "issue:53907", "issue:62960", "issue:64048", "issue:64174", "issue:64287", "issue:64381", "issue:64982", "issue:65733", "issue:65917", "issue:65971", "issue:66131", "issue:66176", "issue:66381", "issue:66500", "issue:66582", "issue:67019" ], "soft_pairs": [ "issue:64048|issue:66582", "issue:64982|issue:66131", "issue:66176|issue:66381", "issue:53540|issue:64287", "issue:66500|issue:67019", "issue:64381|issue:65733", "issue:62960|issue:65917", "issue:53858|issue:65971", "issue:53907|issue:64174" ], "prepared_review_unit_hash": "b6ece71352c8f3306958dce1e2c1fd5af1a7cef799052593fe9ba762e242f71e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13212, "estimated_input_tokens": 3303, "estimated_eval_tokens": 6862 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports across different features. The only clear duplicate pair is the WebChat message-disappears issue; the other soft pairs share broad keywords or subsystems but do not describe the same concrete bug.", "confidence": 0.93, "canonical_issue_reason": "Issue 66381 is the clearest representative: it is concise, specific, and describes the exact WebChat symptom in a finished/closed report, making it the best canonical issue for the one true duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66381 is the best overall issue candidate because it most precisely captures the duplicated WebChat behavior and is already resolved, so it serves as the clean reference point for triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64048", "right": "issue:66582", "accept": false, "reason": "Both are vague AI/model-related bug reports, but they describe different symptoms and likely different components; no shared code-path evidence." }, { "left": "issue:64982", "right": "issue:66131", "accept": false, "reason": "Both mention plugins.allow/plugins.entries, but one is an advisory/documentation usability issue and the other is a startup/config-validation failure; not the same bug." }, { "left": "issue:66176", "right": "issue:66381", "accept": true, "reason": "These describe the same WebChat symptom: a newly sent message briefly disappears and then reappears after the model responds." }, { "left": "issue:53540", "right": "issue:64287", "accept": false, "reason": "Both involve context/session concepts, but one is an embedded runner network failure after huge tool-result context and the other is a broken parentId chain in transcripts; different failure modes." }, { "left": "issue:66500", "right": "issue:67019", "accept": false, "reason": "Both mention garbled output, but one is filename mojibake in Feishu media saving and the other is corrupted model text output; different paths and causes." }, { "left": "issue:64381", "right": "issue:65733", "accept": false, "reason": "Both concern gateway startup and plugins, but one is a functional exclusion bug and the other is a Windows performance slowdown in discovery; not the same underlying issue." }, { "left": "issue:62960", "right": "issue:65917", "accept": false, "reason": "65917 has no usable title and no evidence tying it to Slack private file image loading or the SSRF redirect regression." }, { "left": "issue:53858", "right": "issue:65971", "accept": false, "reason": "Both describe stopping/restarting behavior, but they are on different platforms and likely different subsystems; too broad to treat as one bug." }, { "left": "issue:53907", "right": "issue:64174", "accept": false, "reason": "Both are version regressions after upgrades, but they affect different integrations and error modes, so they are not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 206, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53232", "issue:53494", "issue:53610", "issue:53697", "issue:53708", "issue:53761", "issue:53864", "issue:53917", "issue:54060", "issue:65075", "issue:65341", "issue:66016", "issue:66088", "issue:66124", "issue:66957", "issue:67248", "issue:67256", "issue:67547" ], "soft_pairs": [ "issue:53697|issue:53917", "issue:53494|issue:53864", "issue:67248|issue:67547", "issue:66016|issue:67256", "issue:53708|issue:66088", "issue:53610|issue:65075", "issue:65341|issue:66124", "issue:53232|issue:53761", "issue:54060|issue:66957" ], "prepared_review_unit_hash": "321799afb8b7be28b3405334d9a207b7db134ce7fc7ab875727ba20edef4c8cb", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13520, "estimated_input_tokens": 3380, "estimated_eval_tokens": 7016 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No duplicate cluster emerges from these soft pairs. The items span unrelated bugs across Feishu, Cron, MCP, media providers, Discord, avatar serving, and UI hashing; the surface similarity is mostly wording around regressions/provider errors, not the same code-path failure.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue fits this set: the apparent matches are only superficial and the underlying bugs are in different subsystems and code paths.", "canonical_pr_reason": null, "best_issue_reason": "If forced to pick a representative issue, none is a strong global canonical because the set is heterogeneous; there is no clear shared underlying defect to anchor on.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53697", "right": "issue:53917", "accept": false, "reason": "Both are Feishu-related, but one is a schema regression on card fields while the other is missing mediaLocalRoots plumbing for local image sends. Different failure paths." }, { "left": "issue:53494", "right": "issue:53864", "accept": false, "reason": "Registry corruption after an image message and MCP availability after startup failure are distinct bugs with different triggers and persistence behavior." }, { "left": "issue:67248", "right": "issue:67547", "accept": false, "reason": "Subagent ACP streamTo failure and A2UI bundle/hash dependence on node_modules are unrelated changes in different areas." }, { "left": "issue:66016", "right": "issue:67256", "accept": false, "reason": "Cron runningAtMs TypeError is unrelated to WeCom MEDIA file-send failure; different subsystems and symptoms." }, { "left": "issue:53708", "right": "issue:66088", "accept": false, "reason": "OpenAI image-tool provider mismatch and Discord multi-account token validation are unrelated bugs." }, { "left": "issue:53610", "right": "issue:65075", "accept": false, "reason": "Avatar 404 serving a workspace-relative path and cron isolated-session workspace fallback are different workspace-related issues, not the same code-path problem." }, { "left": "issue:65341", "right": "issue:66124", "accept": false, "reason": "The visible issue is a memory-core config path mismatch; the blank-titled issue provides no concrete evidence that it is the same bug, so similarity alone is insufficient." }, { "left": "issue:53232", "right": "issue:53761", "accept": false, "reason": "Both mention provider registration after upgrades, but one is media-understanding for openai-codex and the other is image-generation for google; different provider classes and APIs." }, { "left": "issue:54060", "right": "issue:66957", "accept": false, "reason": "Rate-limit surfacing after fallback succeeds is a different bug from replace mode still triggering provider discovery and startup delays." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 207, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53769", "issue:53803", "issue:53824", "issue:62967", "issue:63124", "issue:63918", "issue:64070", "issue:64111", "issue:64291", "issue:64419", "issue:65052", "issue:65090", "issue:65208", "issue:66227", "issue:66624", "issue:66975", "issue:67100", "issue:67247" ], "soft_pairs": [ "issue:66624|issue:67100", "issue:53769|issue:53824", "issue:53803|issue:64291", "issue:63124|issue:66227", "issue:65090|issue:65208", "issue:64070|issue:64419", "issue:64111|issue:65052", "issue:66975|issue:67247", "issue:62967|issue:63918" ], "prepared_review_unit_hash": "c1ab395ced1e3777c9a0e82718e82f71151ece205555ff36f82091eea13a8045", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13290, "estimated_input_tokens": 3323, "estimated_eval_tokens": 6902 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated issues. The defensible duplicates are the onboarding channel-selection trim error pair, the Telegram native command-menu disappearance pair, and likely the Chrome remote-debugging-port/CDP startup pair. The rest differ in concrete failure mode or subsystem.", "confidence": 0.86, "canonical_issue_reason": "issue:67100 is the strongest canonical issue for the onboarding channel-selection bug: it has the clearest error message, the most engagement/inbound references, and cleanly subsumes the earlier duplicate report in 66624.", "canonical_pr_reason": null, "best_issue_reason": "issue:67100 is the best overall issue candidate in this set because it is specific, well-supported, and has the highest signal among the accepted duplicate candidates.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66624", "right": "issue:67100", "accept": true, "reason": "Same onboard/channel-selection bug with the same undefined.trim failure; 67100 is the clearer, more engaged report." }, { "left": "issue:53769", "right": "issue:53824", "accept": false, "reason": "Both involve cron/channel delivery, but the symptoms differ ('Unsupported channel: slack' vs 'Unknown Channel' after restart) and do not clearly describe the same concrete bug." }, { "left": "issue:53803", "right": "issue:64291", "accept": false, "reason": "One is duplicated tool results in session context; the other is incomplete transcript replay. Related area, but different failure modes and not the same bug." }, { "left": "issue:63124", "right": "issue:66227", "accept": false, "reason": "Both are CLI exit problems, but one is SIGKILL and the other is a post-output hang; too different to treat as the same underlying issue." }, { "left": "issue:65090", "right": "issue:65208", "accept": true, "reason": "Likely the same browser startup defect: missing remote-debugging-port leads to the CDP websocket being unreachable on macOS." }, { "left": "issue:64070", "right": "issue:64419", "accept": false, "reason": "Unrelated subsystems and failures: ARM64 doctor/runtime dependency recovery versus gateway config truncation on boot." }, { "left": "issue:64111", "right": "issue:65052", "accept": false, "reason": "Both mention vision/image tooling, but one is Ollama image access and the other is Codex-native vision turn stalling; not the same concrete bug." }, { "left": "issue:66975", "right": "issue:67247", "accept": true, "reason": "Same Telegram command-menu regression after the 4.14 upgrade; the second is just a more specific phrasing of the same issue." }, { "left": "issue:62967", "right": "issue:63918", "accept": false, "reason": "Both are 400s around unsupported model settings, but they involve different parameters and paths (reasoning_effort vs thinking) and should not be merged as one bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 208, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53247", "issue:53386", "issue:53610", "issue:62535", "issue:62995", "issue:64287", "issue:64385", "issue:64802", "issue:65079", "issue:66090", "issue:66124", "issue:66290", "issue:66401", "issue:66579", "issue:66833", "issue:66981", "issue:67092" ], "soft_pairs": [ "issue:64385|issue:66401", "issue:65079|issue:66981", "issue:66833|issue:67092", "issue:64802|issue:66290", "issue:62995|issue:64287", "issue:62535|issue:66124", "issue:53247|issue:53386", "issue:53247|issue:66579", "issue:53610|issue:66090" ], "prepared_review_unit_hash": "e7b1d1af7e9935f6398ed7adf387f6c73f4ec8ff69c16e897361c9906fb8fcdc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12849, "estimated_input_tokens": 3213, "estimated_eval_tokens": 6682 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly distinct bugs spanning WhatsApp, Dreaming config, Docker/gateway, avatar serving, model-stream parsing, and update/install issues. The soft pairs share broad themes at most, but not the same underlying defect or fix path, so none should be merged as duplicates.", "confidence": 0.89, "canonical_issue_reason": "issue:66833 is the strongest single representative: it is closed, well-scoped, and has the most discussion/inbound references, with a concrete parser failure and clear reproduction impact.", "canonical_pr_reason": null, "best_issue_reason": "issue:66833 is the best issue candidate overall because it is specific, high-signal, and appears to have the richest triage context among the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64385", "right": "issue:66401", "accept": false, "reason": "Both mention config/update-related breakage, but one is a truncated config file problem and the other is a gateway update causing crash/disconnect/job loss. Different failure modes and code paths." }, { "left": "issue:65079", "right": "issue:66981", "accept": false, "reason": "One is about deprecated/vulnerable dependencies in the release, the other is a browser timeout and gateway restart prompt. No shared underlying bug." }, { "left": "issue:66833", "right": "issue:67092", "accept": false, "reason": "Both involve reasoning-tag parsing, but 66833 is about OpenRouter/Qwen3 streaming with reasoning_details handling, while 67092 is about stray closing leaking into persisted text. Related area, different bug." }, { "left": "issue:64802", "right": "issue:66290", "accept": false, "reason": "Railway image version/update request and Docker gateway stack overflow are unrelated; one is packaging/version drift, the other is a runtime recursion/load failure." }, { "left": "issue:62995", "right": "issue:64287", "accept": false, "reason": "AWS instance-role auth regression and JSONL parentId-chain session loss are different subsystems and symptoms." }, { "left": "issue:62535", "right": "issue:66124", "accept": false, "reason": "Both are config-schema mismatches, but they concern different properties and components (timezone vs memory-core.dreaming.enabled). Not the same bug." }, { "left": "issue:53247", "right": "issue:53386", "accept": false, "reason": "Both are WhatsApp issues, but one crashes due to missing light-runtime-api and the other is an echo-filtering loop in group mentions. Distinct root causes." }, { "left": "issue:53247", "right": "issue:66579", "accept": false, "reason": "One is a plugin load/runtime crash from a missing dependency; the other is auto-reply not honoring plugin hooks. Different code paths and fixes." }, { "left": "issue:53610", "right": "issue:66090", "accept": false, "reason": "Avatar 404 serving issue and WhatsApp media-sending issue are unrelated endpoints/features." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 209, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53721", "issue:53989", "issue:63484", "issue:64381", "issue:64476", "issue:65152", "issue:65214", "issue:65314", "issue:65498", "issue:65500", "issue:65685", "issue:66100", "issue:66582", "issue:67192", "issue:67378", "issue:67394" ], "soft_pairs": [ "issue:65314|issue:65500", "issue:63484|issue:65498", "issue:53721|issue:53989", "issue:53384|issue:65152", "issue:65314|issue:67192", "issue:64476|issue:66100", "issue:64381|issue:65214", "issue:65685|issue:66582", "issue:67378|issue:67394" ], "prepared_review_unit_hash": "a7188f1b2579263b4c091b5bbe6bac218b82ba4f4fb6a0b0b1fc62cd5d4737f3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12934, "estimated_input_tokens": 3234, "estimated_eval_tokens": 6724 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports. The only plausible duplicate pair is the heartbeat/interrupt main-session reply-loss reports; the rest differ by subsystem, provider, or failure mode.", "confidence": 0.71, "canonical_issue_reason": "Issue 65498 is the cleanest canonical candidate: it focuses on the core heartbeat/exec-completion interrupt bug that drops the final reply, while issue 63484 mixes in extra symptoms (model switching, Feishu silence) and is broader/less precise.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65498 is the best issue to keep as the representative bug report because it is the most specific description of the shared interrupt-handling failure and is open.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65314", "right": "issue:65500", "accept": false, "reason": "Different subsystems and symptoms: Ollama agent timeouts vs model visibility in /models UI." }, { "left": "issue:63484", "right": "issue:65498", "accept": true, "reason": "Both point to the same interrupt-handling path in main sessions: heartbeat/exec-completion interrupts causing the assistant reply to be dropped or disrupted." }, { "left": "issue:53721", "right": "issue:53989", "accept": false, "reason": "Different integrations and failure modes: Telegram init after restart vs Slack event dispatch after version update." }, { "left": "issue:53384", "right": "issue:65152", "accept": false, "reason": "One is streaming text-block loss with thinking/text turns; the other is missing function_call emissions due to absent tool definitions." }, { "left": "issue:65314", "right": "issue:67192", "accept": false, "reason": "Different provider issues: Ollama timeouts versus Mistral reasoning crashing on a missing stream wrapper." }, { "left": "issue:64476", "right": "issue:66100", "accept": false, "reason": "Windows local gateway RPC timeouts and Android bootstrap-token auth loop are unrelated code paths." }, { "left": "issue:64381", "right": "issue:65214", "accept": false, "reason": "Both involve gateway startup/loading, but one is memory-kind plugin exclusion and the other is a bundled extension not loading; too different to treat as the same bug." }, { "left": "issue:65685", "right": "issue:66582", "accept": false, "reason": "Queued followup typing-indicator behavior is unrelated to the generic Active Memory issue." }, { "left": "issue:67378", "right": "issue:67394", "accept": false, "reason": "Both are WhatsApp bugs, but one is ghost chats from missing LID\u2192PN resolution and the other is group auto-reply delivery failure; distinct failure paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 210, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53424", "issue:62958", "issue:64238", "issue:64381", "issue:64419", "issue:64551", "issue:64581", "issue:64676", "issue:64841", "issue:65130", "issue:65500", "issue:65840", "issue:66637", "issue:67170", "issue:67188", "issue:67564" ], "soft_pairs": [ "issue:62958|issue:67564", "issue:64551|issue:66637", "issue:64581|issue:66637", "issue:64676|issue:65500", "issue:64419|issue:65130", "issue:64381|issue:64841", "issue:64238|issue:65840", "issue:53273|issue:53424", "issue:67170|issue:67188" ], "prepared_review_unit_hash": "98e27fc36a435e44465ae54946c3c4366013c54000ce8ff89e21349edceefb2e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12587, "estimated_input_tokens": 3147, "estimated_eval_tokens": 6550 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the items span unrelated bugs in plugins, gateway/config, macOS, models, and networking. None of the soft-edge pairs look like the same underlying defect or change.", "confidence": 0.95, "canonical_issue_reason": "No strong canonical issue for the whole set; the reports are mostly unrelated. If forced to pick the clearest standalone bug, #64381 is the most concrete and already closed, but it does not represent the rest of the cluster well.", "canonical_pr_reason": null, "best_issue_reason": "#64381 is the most self-contained and specific report in the set, but the cluster is too mixed for it to be a true global representative.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62958", "right": "issue:67564", "accept": false, "reason": "Both mention hangs/timeouts, but one is Ollama agent execution on macOS and the other is Telegram long-poll backoff; different code paths and symptoms." }, { "left": "issue:64551", "right": "issue:66637", "accept": false, "reason": "Both are macOS-related node problems, but one is missing system.run.prepare and the other is browser-proxy failure in remote mode; not the same bug." }, { "left": "issue:64581", "right": "issue:66637", "accept": false, "reason": "SSH sandbox workspace injection and macOS browser-proxy remote failure are unrelated failure modes." }, { "left": "issue:64676", "right": "issue:65500", "accept": false, "reason": "Gateway config persistence and /models visibility of custom models are different subsystems with different symptoms." }, { "left": "issue:64419", "right": "issue:65130", "accept": false, "reason": "Both involve startup/update behavior, but one truncates config on boot while the other cannot replace an old container install." }, { "left": "issue:64381", "right": "issue:64841", "accept": false, "reason": "Both touch memory plugins, but one excludes plugins from gateway startup and the other fails validation for a disabled entry after upgrade; not the same code-path issue." }, { "left": "issue:64238", "right": "issue:65840", "accept": false, "reason": "Both say 'Unknown model' for qwen/qwen3.6-plus, but one is a general regression and the other is specifically the image tool path." }, { "left": "issue:53273", "right": "issue:53424", "accept": false, "reason": "Both are extension/build related, but one is an npm upgrade path bug and the other is a missing WhatsApp extension in dist; different underlying problems." }, { "left": "issue:67170", "right": "issue:67188", "accept": false, "reason": "Talk-voice Telegram audio delivery is much more specific than the generic tts report; insufficient evidence they are the same defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 211, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53512", "issue:53803", "issue:64048", "issue:64381", "issue:64982", "issue:65119", "issue:65611", "issue:65740", "issue:65834", "issue:66124", "issue:66202", "issue:66206", "issue:66207", "issue:66314", "issue:66516", "issue:66626", "issue:66769" ], "soft_pairs": [ "issue:64048|issue:66516", "issue:53494|issue:53803", "issue:64381|issue:64982", "issue:65834|issue:66124", "issue:53512|issue:66314", "issue:65611|issue:65740", "issue:66206|issue:66207", "issue:65119|issue:66202", "issue:66626|issue:66769" ], "prepared_review_unit_hash": "1c0b82a31f6e24724799e97c8afff88533e84c591b9bc6bbf1d567b91b155eb8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13271, "estimated_input_tokens": 3318, "estimated_eval_tokens": 6892 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is a loose mix of gateway, CDP, Ollama, memory-core, and secrets-related bugs. Several pairs are superficially similar, but none are strong enough to treat as the same underlying issue or mergeable PR-equivalent bug.", "confidence": 0.89, "canonical_issue_reason": "Issue 64381 is the most concrete and self-contained: it names a specific gateway startup path, a specific plugin kind filter, and a direct failure mode where services never start.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64381 is the best representative bug report in this set because it is actionable, narrowly scoped, and describes a clear code-path failure rather than a broad symptom cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64048", "right": "issue:66516", "accept": false, "reason": "Different bugs: one is about Ollama/OpenClaw model detection, the other about an active memory timeout blocker. Same general product area, but not the same code-path problem." }, { "left": "issue:53494", "right": "issue:53803", "accept": false, "reason": "Both mention tools/context, but one is registry corruption after an image message and the other is duplicated tool results/token overhead. Distinct symptoms and likely distinct fixes." }, { "left": "issue:64381", "right": "issue:64982", "accept": false, "reason": "Gateway startup vs doctor advisory text. They share the word plugins, but one is a runtime startup exclusion bug and the other is a warning/UX issue." }, { "left": "issue:65834", "right": "issue:66124", "accept": false, "reason": "Both involve memory-core/dreaming, but one is a cron reconciliation status bug and the other is a config schema mismatch. Not the same concrete failure." }, { "left": "issue:53512", "right": "issue:66314", "accept": false, "reason": "Unrelated domains: agent switching/context saturation versus billing error messaging. No shared underlying bug." }, { "left": "issue:65611", "right": "issue:65740", "accept": false, "reason": "Both are CDP-related, but one is attach-profile detection and the other is websocket reachability on macOS ARM64. Different layers of failure." }, { "left": "issue:66206", "right": "issue:66207", "accept": false, "reason": "Attachment path allowance and chat flicker are unrelated UI/runtime bugs; the shared 'Control UI' context is too broad to merge." }, { "left": "issue:65119", "right": "issue:66202", "accept": false, "reason": "Both concern Ollama model availability, but one is a general detection regression and the other is a specific post-upgrade disappearance. Close, but not clearly the same code-path bug." }, { "left": "issue:66626", "right": "issue:66769", "accept": false, "reason": "Both are secret exposure bugs, but they affect different APIs and response paths: config.get versus skills.update. Too broad to treat as one fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 212, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53610", "issue:53649", "issue:63516", "issue:63923", "issue:64352", "issue:64529", "issue:64801", "issue:64831", "issue:65499", "issue:65600", "issue:65721", "issue:66115", "issue:66280", "issue:66496", "issue:66679", "issue:67030", "issue:67188", "issue:67574" ], "soft_pairs": [ "issue:66115|issue:66280", "issue:63923|issue:65600", "issue:53649|issue:64801", "issue:64831|issue:66679", "issue:66496|issue:67030", "issue:53610|issue:64352", "issue:65721|issue:67574", "issue:63516|issue:65499", "issue:64529|issue:67188" ], "prepared_review_unit_hash": "fbc47956bd7c7ed8e9c6da4d540a8ef121d37f3653031f937795c5e033b1da2a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13501, "estimated_input_tokens": 3376, "estimated_eval_tokens": 7008 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the proposed pairs share only broad subsystem keywords and do not look like the same underlying bug or change. I would not merge any of the soft edges.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66115", "right": "issue:66280", "accept": false, "reason": "Same general model-routing area, but one is a feature request for /v1/models output and the other is a 500 on x-openclaw-model override; different failure mode and change scope." }, { "left": "issue:63923", "right": "issue:65600", "accept": false, "reason": "Both mention compaction, but one is auto-compaction trigger logic with custom contextWindow and the other is a stale totalTokensFresh flag preventing later pre-flight compaction." }, { "left": "issue:53649", "right": "issue:64801", "accept": false, "reason": "Both involve plugin config, but one is repairing invalid paths after upgrade and the other is discord loading behavior when plugins.allow excludes discord; distinct bugs." }, { "left": "issue:64831", "right": "issue:66679", "accept": false, "reason": "Both touch Telegram/chat-triggered execution, but one is scheduling/catch-up delivery instability and the other is tools/actions not executing despite conversational replies; not the same code-path." }, { "left": "issue:66496", "right": "issue:67030", "accept": false, "reason": "Heartbeat-related, but one is event role labeling as user and the other is isolated-session relay/persona/notification behavior; different underlying defect." }, { "left": "issue:53610", "right": "issue:64352", "accept": false, "reason": "Avatar 404 serving issue vs WhatsApp media-send regression; unrelated endpoints and media paths." }, { "left": "issue:65721", "right": "issue:67574", "accept": false, "reason": "Configuration self-destruction risk is unrelated to an error after setting channel in install daemon; no shared concrete bug." }, { "left": "issue:63516", "right": "issue:65499", "accept": false, "reason": "Telegram polling/heartbeat stalls are unrelated to malformed UIA responses in cross-signing reset; different subsystem and symptom." }, { "left": "issue:64529", "right": "issue:67188", "accept": false, "reason": "64529 is specifically about reply media normalization blocking TTS audio; 67188 is too vague and provides no evidence it is the same media-path bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 213, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53512", "issue:53781", "issue:53853", "issue:53889", "issue:54060", "issue:62958", "issue:63092", "issue:64292", "issue:64317", "issue:64319", "issue:64581", "issue:64966", "issue:64982", "issue:65510", "issue:65698", "issue:65870", "issue:66074", "issue:67199" ], "soft_pairs": [ "issue:64982|issue:65698", "issue:53781|issue:53889", "issue:64319|issue:64581", "issue:64292|issue:64966", "issue:53512|issue:54060", "issue:53853|issue:65510", "issue:62958|issue:67199", "issue:64317|issue:66074", "issue:63092|issue:65870" ], "prepared_review_unit_hash": "e6f5b2b1fdcf2ac0b27ea8877af874957e97fa540c9ffca7b56ef97a0e1e5774", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13594, "estimated_input_tokens": 3399, "estimated_eval_tokens": 7054 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated issue set. The only likely duplicate pair is the session deadlock around missing/orphaned tool-call state; the rest describe distinct subsystems and failure modes.", "confidence": 0.91, "canonical_issue_reason": "issue:53889 is the cleanest, most general description of the dangling tool-call/tool-result deadlock, while issue:53781 is a gateway-crash-specific manifestation of the same underlying state corruption.", "canonical_pr_reason": null, "best_issue_reason": "issue:53889 is the best cluster representative because it states the core bug most directly and broadly without narrowing it to one recovery scenario.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64982", "right": "issue:65698", "accept": false, "reason": "Different bugs: plugin allowlist warning text vs memory-wiki bridge import losing artifacts from cached registry loads." }, { "left": "issue:53781", "right": "issue:53889", "accept": true, "reason": "Both describe the same underlying session/agent deadlock caused by missing or orphaned tool-call/tool-result state, just from different entry points." }, { "left": "issue:64319", "right": "issue:64581", "accept": false, "reason": "Unrelated: GitHub authorization state in models config vs wrong workspace injected by SSH sandbox backend." }, { "left": "issue:64292", "right": "issue:64966", "accept": false, "reason": "Different failure modes: sessions_spawn rejecting agentId vs model routing timing out and falling back too early." }, { "left": "issue:53512", "right": "issue:54060", "accept": false, "reason": "Not the same bug: context-saturation agent switching/compact behavior vs rate-limit surfacing despite fallback model success." }, { "left": "issue:53853", "right": "issue:65510", "accept": false, "reason": "Both involve API keys, but the concrete problems differ: chat 401 after key rotation vs SecretRef handling for Firecrawl webFetch.apiKey." }, { "left": "issue:62958", "right": "issue:67199", "accept": false, "reason": "Different issues: local Ollama hang on macOS vs embedded runner not receiving thinkingDefault in HTTP chat completions." }, { "left": "issue:64317", "right": "issue:66074", "accept": false, "reason": "Different browser-tool failures: Wayland viewport screenshot timeout vs SSRF policy rejecting non-IP-literal URLs." }, { "left": "issue:63092", "right": "issue:65870", "accept": false, "reason": "No shared bug: zero artifact import from memory-core vs a stale Brave Search docs URL in code." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 214, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53705", "issue:63128", "issue:63566", "issue:63609", "issue:64244", "issue:64529", "issue:64844", "issue:64900", "issue:65054", "issue:65075", "issue:65697", "issue:65706", "issue:65740", "issue:65875", "issue:66229", "issue:66674", "issue:66839", "issue:67564" ], "soft_pairs": [ "issue:53705|issue:65075", "issue:64900|issue:65740", "issue:63128|issue:65697", "issue:63566|issue:63609", "issue:64529|issue:66229", "issue:66674|issue:67564", "issue:64244|issue:65054", "issue:64844|issue:65875", "issue:65706|issue:66839" ], "prepared_review_unit_hash": "36b1f525d8c8b790e26325ff984c18e1b895673eaad2f30c54886a16d4430412", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13529, "estimated_input_tokens": 3383, "estimated_eval_tokens": 7022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, with two clear duplicate subpairs: the Windows 11/v2026.4.9 CLI SIGKILL regression and the /new session model-selection bug. The remaining soft pairs share broad subsystem wording but look like distinct underlying defects.", "confidence": 0.9, "canonical_issue_reason": "No single canonical issue cleanly covers the whole set; the items split into multiple unrelated bug themes. The strongest duplicate anchors are issue 63609 for the SIGKILL regression and issue 64844 for the /new session model-selection bug.", "canonical_pr_reason": null, "best_issue_reason": "If one issue must represent the cluster, 63609 is the best anchor because it is specific, matches 63566 closely, and captures the clearest active regression in the set. However, it only represents one subcluster, not the whole bundle.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53705", "right": "issue:65075", "accept": false, "reason": "Both mention workspace/agentId handling, but one is a destructive delete bug and the other is cron session workspace resolution; different commands and failure modes." }, { "left": "issue:64900", "right": "issue:65740", "accept": false, "reason": "Both concern browser/CDP connectivity, but one is a stale running-state bug and the other is an unreachable websocket on a different platform; not the same code-path problem." }, { "left": "issue:63128", "right": "issue:65697", "accept": false, "reason": "Both involve macOS gateway LaunchAgent behavior, but one is restart/bootstrap failure and the other is a crash from an entrypoint mismatch; distinct causes." }, { "left": "issue:63566", "right": "issue:63609", "accept": true, "reason": "Same Windows 11 / v2026.4.9 regression: CLI commands hang or are killed with SIGKILL and the gateway becomes unresponsive." }, { "left": "issue:64529", "right": "issue:66229", "accept": false, "reason": "Both affect media, but one is path allow-list rejection and the other is a hardcoded 5MB store limit; separate validation layers." }, { "left": "issue:66674", "right": "issue:67564", "accept": false, "reason": "These describe unrelated failures: malformed CLI infer error reporting versus weixin long-poll timeout/backoff behavior." }, { "left": "issue:64244", "right": "issue:65054", "accept": false, "reason": "Both are MiniMax-related, but one is image-tool routing bypass and the other is usage polling endpoint configuration; different code paths." }, { "left": "issue:64844", "right": "issue:65875", "accept": true, "reason": "Both describe the same /new session model-reset bug: the configured primary model is ignored and the session falls back to the wrong/default model." }, { "left": "issue:65706", "right": "issue:66839", "accept": false, "reason": "One is node list/status synchronization, the other is missing system.run.prepare advertisement; they do not share the same defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 215, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53390", "issue:53463", "issue:53575", "issue:62875", "issue:62886", "issue:63441", "issue:63620", "issue:63923", "issue:64111", "issue:64287", "issue:64955", "issue:65119", "issue:65201", "issue:65238", "issue:65316", "issue:66094", "issue:66661", "issue:67092" ], "soft_pairs": [ "issue:62875|issue:62886", "issue:64955|issue:65201", "issue:63441|issue:65119", "issue:65238|issue:67092", "issue:63923|issue:64287", "issue:53463|issue:65316", "issue:53390|issue:63620", "issue:53575|issue:66094", "issue:64111|issue:66661" ], "prepared_review_unit_hash": "71f242e20716d6303e15e9b83a07ca609fbc6a53ddd705180e3ee3c87b6492de", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13446, "estimated_input_tokens": 3362, "estimated_eval_tokens": 6980 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the Telegram bundled plugin packaging regression. The other candidate pairs share a subsystem or symptom family but describe different bugs and should stay separate.", "confidence": 0.91, "canonical_issue_reason": "issue:62875 is the best canonical issue for the only true duplicate pair because it describes the packaging regression clearly and matches issue:62886\u2019s missing src/ / setup-entry.js failure mode.", "canonical_pr_reason": null, "best_issue_reason": "issue:62875 is the strongest representative in this set: concrete, reproducible, and effectively duplicated by issue:62886. The rest of the cluster is heterogeneous and not suitable for a single shared canonical bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62875", "right": "issue:62886", "accept": true, "reason": "Same Telegram plugin bug: the 2026.4.7 bundle is missing src/, and setup-entry.js points at that missing directory." }, { "left": "issue:64955", "right": "issue:65201", "accept": false, "reason": "Both involve secrets/auth handling, but one is an x_search SecretRef resolution failure and the other is a doctor warning false positive; different bugs." }, { "left": "issue:63441", "right": "issue:65119", "accept": false, "reason": "Both are Ollama-related, but one is multiple-provider configuration not working and the other is model detection regressing; not the same defect." }, { "left": "issue:65238", "right": "issue:67092", "accept": false, "reason": "Both concern bad text showing up, but the causes differ: omitted chat-history placeholders versus malformed output leakage." }, { "left": "issue:63923", "right": "issue:64287", "accept": false, "reason": "Both touch compaction/context, but one is auto-compaction triggering and summary size caps while the other is broken parentId chaining in transcripts." }, { "left": "issue:53463", "right": "issue:65316", "accept": false, "reason": "Both involve file/workspace behavior, but one is a memory flush overwrite bug and the other is unsafe exposure of writable file tools in sandboxed sessions." }, { "left": "issue:53390", "right": "issue:63620", "accept": false, "reason": "One is browser snapshot ignoring scroll position; the other is a Dreaming tab overlay blocking the page. Different UI bugs." }, { "left": "issue:53575", "right": "issue:66094", "accept": false, "reason": "One is MiniMax vision model lookup failing; the other is an external ModelRegistry call causing severe latency. Different underlying issues." }, { "left": "issue:64111", "right": "issue:66661", "accept": false, "reason": "One is Ollama vision models not accessible via the image tool; the other is external plugin HTTP route registration returning 404. Different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 216, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53582", "issue:53686", "issue:53871", "issue:64497", "issue:64793", "issue:64910", "issue:64927", "issue:64933", "issue:64976", "issue:65314", "issue:65430", "issue:65685", "issue:65733", "issue:66766", "issue:67019", "issue:67199", "issue:67342", "issue:67422" ], "soft_pairs": [ "issue:65733|issue:66766", "issue:53686|issue:53871", "issue:64793|issue:64910", "issue:64793|issue:65314", "issue:64927|issue:64933", "issue:53582|issue:64976", "issue:64497|issue:64976", "issue:65685|issue:67199", "issue:65430|issue:67342", "issue:67019|issue:67422" ], "prepared_review_unit_hash": "aeb27b88a43885b0f7d70ef27b05a33fb3b600c804468d40bb2b0c0aff4ecc33", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13715, "estimated_input_tokens": 3429, "estimated_eval_tokens": 7114 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster looks heterogeneous: the soft pairs span unrelated bugs across Telegram, BlueBubbles, cron delivery, plugin discovery, agent/UI behavior, and model/runtime issues. I found no convincing duplicate pair to merge.", "confidence": 0.93, "canonical_issue_reason": "No canonical issue across this set; the items span distinct subsystems and failure modes, so any single issue would be arbitrary.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue; several reports are well-scoped, but none serves as a cluster-wide duplicate anchor because the set is not one underlying bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65733", "right": "issue:66766", "accept": false, "reason": "Windows plugin discovery slowness and Anthropic context-limit display are unrelated bugs." }, { "left": "issue:53686", "right": "issue:53871", "accept": false, "reason": "Both involve Telegram, but one is outbound API failure and the other is a channel configuration regression after upgrade." }, { "left": "issue:64793", "right": "issue:64910", "accept": false, "reason": "One is an agent timeout/error-surfacing problem; the other is a stuck reply-box/streaming UI symptom. Similar area, not clearly the same bug." }, { "left": "issue:64793", "right": "issue:65314", "accept": false, "reason": "UI timeout handling and Ollama model latency/timeouts are different code paths and symptoms." }, { "left": "issue:64927", "right": "issue:64933", "accept": false, "reason": "Security scanner blocking plugin install and a false plugins.allow warning are distinct plugin-management problems." }, { "left": "issue:53582", "right": "issue:64976", "accept": false, "reason": "Both mention NO_REPLY, but self-chat message looping and cron announce text-prefix handling are different underlying behaviors." }, { "left": "issue:64497", "right": "issue:64976", "accept": false, "reason": "Cron session spawning after inactivity is not the same failure as NO_REPLY being ignored during announce delivery." }, { "left": "issue:65685", "right": "issue:67199", "accept": false, "reason": "Typing-indicator cleanup for queued followups is unrelated to thinkingDefault propagation into the embedded runner." }, { "left": "issue:65430", "right": "issue:67342", "accept": false, "reason": "BlueBubbles image webhook ingestion and BlueBubbles gateway startup/runtime initialization are separate bugs." }, { "left": "issue:67019", "right": "issue:67422", "accept": false, "reason": "Garbled GLM output and webchat realtime streaming failure are different issues with different symptoms and likely different fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 217, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53858", "issue:62505", "issue:62783", "issue:62875", "issue:64067", "issue:64602", "issue:64618", "issue:64776", "issue:64778", "issue:65334", "issue:65721", "issue:65733", "issue:65740", "issue:66611", "issue:67097", "issue:67237", "issue:67342" ], "soft_pairs": [ "issue:53273|issue:62875", "issue:64067|issue:65334", "issue:53858|issue:67342", "issue:65733|issue:67097", "issue:64602|issue:64618", "issue:64776|issue:64778", "issue:62783|issue:65721", "issue:62505|issue:67237", "issue:65740|issue:66611" ], "prepared_review_unit_hash": "270506eedfa825589b94cff7557b34250608200dc86ac53a65ba562707cd7738", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13312, "estimated_input_tokens": 3328, "estimated_eval_tokens": 6912 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are broadly heterogeneous. A few share subsystem keywords (plugins, Dreaming, browser/CDP, memory indexing), but the titles point to different concrete failures, so none of the soft pairs look like true duplicates.", "confidence": 0.38, "canonical_issue_reason": "No strong duplicate cluster exists; issue 62505 is the most substantive/general bug report with the most discussion and a clear regression framing, so it is the least bad anchor.", "canonical_pr_reason": null, "best_issue_reason": "62505 is the best representative only because it is detailed and regression-focused; the rest are narrower, unrelated bugs rather than the same underlying issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53273", "right": "issue:62875", "accept": false, "reason": "Both involve bundled plugins, but one is an npm global install path regression in acpx and the other is a missing src/ directory for Telegram; different concrete failures and code paths." }, { "left": "issue:64067", "right": "issue:65334", "accept": false, "reason": "One is a missing QA scenario pack during completion-cache update; the other is a version string mismatch in the CLI. No shared bug mechanism." }, { "left": "issue:53858", "right": "issue:67342", "accept": false, "reason": "Both are startup failures, but they affect different providers/plugins (Nostr vs BlueBubbles) and describe different symptoms and likely causes." }, { "left": "issue:65733", "right": "issue:67097", "accept": false, "reason": "One is slow plugin discovery on Windows; the other is bundled plugins bypassing lifecycle to alter models.json. Related subsystem, but not the same bug." }, { "left": "issue:64602", "right": "issue:64618", "accept": false, "reason": "Both mention Dreaming, but one is an idempotencyKey API failure in narrative generation and the other is a cron registration/import bug. Different code paths." }, { "left": "issue:64776", "right": "issue:64778", "accept": false, "reason": "Both are memory/indexing related, but one is sqlite-vec not loading and the other is FTS5 not rebuilding after --force. Distinct defects." }, { "left": "issue:62783", "right": "issue:65721", "accept": false, "reason": "OpenRouter auth failure in isolated cron sessions is unrelated to OpenClaw agents modifying config and self-destructing." }, { "left": "issue:62505", "right": "issue:67237", "accept": false, "reason": "Issue 67237 is vague user dissatisfaction, while 62505 is a specific Coding Agent regression. Not the same underlying bug." }, { "left": "issue:65740", "right": "issue:66611", "accept": false, "reason": "Both concern Chrome/CDP connectivity, but one is a macOS ARM64 websocket-unreachable startup issue and the other is an attachOnly profile connection failure. Too little evidence they are the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 218, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53512", "issue:53881", "issue:62672", "issue:62958", "issue:64048", "issue:64254", "issue:64845", "issue:65193", "issue:65277", "issue:65394", "issue:65875", "issue:66124", "issue:66403", "issue:66833", "issue:67074", "issue:67170", "issue:67192", "issue:67573" ], "soft_pairs": [ "issue:66833|issue:67192", "issue:53881|issue:66403", "issue:65875|issue:67573", "issue:64254|issue:64845", "issue:65394|issue:67170", "issue:65277|issue:66124", "issue:62958|issue:64048", "issue:53512|issue:62672", "issue:65193|issue:67074" ], "prepared_review_unit_hash": "147dfc4b16994b23758dad0fd586abadced3b125c363bcf835258ac474b9a6e9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13444, "estimated_input_tokens": 3361, "estimated_eval_tokens": 6978 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the session-level model override bug in 65875 and 67573. The other pairs share broad themes (UI, dreaming, cron, audio, Ollama, parsing) but point to different concrete failure modes and should stay separate.", "confidence": 0.91, "canonical_issue_reason": "67573 is the clearest canonical issue because it states the broader user-facing bug across both /new and /reset and ties it to the intended default-model behavior; 65875 is the narrower symptom report.", "canonical_pr_reason": null, "best_issue_reason": "67573 is the best overall issue candidate in this set: it is specific enough to be actionable, broader than the duplicate counterpart, and most clearly describes the shared fix target.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66833", "right": "issue:67192", "accept": false, "reason": "Both are stream/parsing failures, but one is OpenRouter/Qwen3 reasoning_details handling and the other is Mistral /think missing a stream wrapper; different code paths and fixes." }, { "left": "issue:53881", "right": "issue:66403", "accept": false, "reason": "Both are Control UI layout complaints, but they affect different widgets: the log stream viewer height vs the exec approval popup overflowing the viewport." }, { "left": "issue:65875", "right": "issue:67573", "accept": true, "reason": "Same underlying bug: session-level model override is not being cleared on session-reset commands, causing fallback to ignore the configured primary model." }, { "left": "issue:64254", "right": "issue:64845", "accept": false, "reason": "Both involve memory-core/dreaming, but one is cron persistence across restarts and the other is a missing idempotencyKey during narrative generation." }, { "left": "issue:65394", "right": "issue:67170", "accept": false, "reason": "Different failures: transcription returns no transcript vs talk-voice audio delivery to Telegram. Shared audio theme is not enough." }, { "left": "issue:65277", "right": "issue:66124", "accept": false, "reason": "One is runaway dreaming session creation from scheduling, the other is a config schema mismatch in the Control UI; not the same bug." }, { "left": "issue:62958", "right": "issue:64048", "accept": false, "reason": "Both mention Ollama/openclaw, but the reported behavior differs and the second title is too vague to establish the same concrete code-path problem." }, { "left": "issue:53512", "right": "issue:62672", "accept": false, "reason": "Agent-switch/context saturation behavior is unrelated to fallback-chain propagation of a primary model 429 error." }, { "left": "issue:65193", "right": "issue:67074", "accept": false, "reason": "Both are TypeErrors, but they occur on different undefined properties ('runningAtMs' vs 'trim') and likely come from different defects." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 219, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53390", "issue:53644", "issue:53790", "issue:53871", "issue:53926", "issue:53989", "issue:63033", "issue:64407", "issue:65054", "issue:65072", "issue:65316", "issue:65465", "issue:65602", "issue:65861", "issue:66097", "issue:66135", "issue:66480", "issue:66813" ], "soft_pairs": [ "issue:65465|issue:65602", "issue:65054|issue:65861", "issue:53390|issue:66097", "issue:65072|issue:66480", "issue:53790|issue:63033", "issue:53871|issue:53989", "issue:65316|issue:66813", "issue:53926|issue:64407", "issue:53644|issue:66135" ], "prepared_review_unit_hash": "78dd27edc11795b44dc661c25a1130931eed51c7df641833d23f27e4e0bd04bb", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13580, "estimated_input_tokens": 3395, "estimated_eval_tokens": 7046 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports across different subsystems. The only likely duplicate pair is the Ollama/compaction reserveTokens regression, where one issue describes the symptom and the other pinpoints the overwrite in reload().", "confidence": 0.92, "canonical_issue_reason": "issue:65602 is the more concrete root-cause report: it names the exact failing path (`resourceLoader.reload()` overwriting `reserveTokens`) and is easier to map to a fix than the broader symptom report.", "canonical_pr_reason": null, "best_issue_reason": "issue:65602 is the best overall issue to anchor on because it is specific, actionable, and directly describes the code-path defect rather than just the downstream behavior.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65465", "right": "issue:65602", "accept": true, "reason": "Same underlying compaction-reserve bug: one report says `reserveTokens` is ignored, the other identifies `resourceLoader.reload()` overwriting the configured value." }, { "left": "issue:65054", "right": "issue:65861", "accept": false, "reason": "Different problems: MiniMax usage polling hardcodes an endpoint, while the labeler issue is a broken path in config and unrelated to runtime API calls." }, { "left": "issue:53390", "right": "issue:66097", "accept": false, "reason": "Different browser-tool failures: snapshot/scroll behavior vs attach-only CDP profile detection." }, { "left": "issue:65072", "right": "issue:66480", "accept": false, "reason": "One is a bug where uploads are not delivered; the other is a feature request to add upload/paste support." }, { "left": "issue:53790", "right": "issue:63033", "accept": false, "reason": "Both involve webchat delivery, but they concern different payload types and code paths (tool-execution replies vs TTS audio block/final mismatch)." }, { "left": "issue:53871", "right": "issue:53989", "accept": false, "reason": "Separate integrations and symptoms: Telegram channel config regression versus Slack event dispatch breaking after an update." }, { "left": "issue:65316", "right": "issue:66813", "accept": false, "reason": "Different issues in session/tooling behavior: sandboxed writable-file exposure versus heartbeat targeting blocking background execution." }, { "left": "issue:53926", "right": "issue:64407", "accept": false, "reason": "Unrelated platform-specific bugs: Linux secrets/environment file setup versus Windows gateway/CLI connection failure after heartbeat config changes." }, { "left": "issue:53644", "right": "issue:66135", "accept": false, "reason": "Distinct failures: Discord WebSocket 1006 reconnect crash versus background exec/cron/CLI output handling." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 220, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53644", "issue:62960", "issue:64599", "issue:64602", "issue:64618", "issue:65238", "issue:65500", "issue:65705", "issue:65721", "issue:65810", "issue:65835", "issue:65836", "issue:66626", "issue:66633", "issue:66907", "issue:67412", "issue:67469" ], "soft_pairs": [ "issue:65238|issue:67469", "issue:53644|issue:65721", "issue:65500|issue:65810", "issue:66907|issue:67412", "issue:64599|issue:64602", "issue:65835|issue:66626", "issue:65836|issue:66626", "issue:64618|issue:65705", "issue:62960|issue:66633" ], "prepared_review_unit_hash": "6411b53325bad4f0e45e56c8740a68d9323b59a11bc8907dd0155f5e7c66bd47", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12832, "estimated_input_tokens": 3208, "estimated_eval_tokens": 6672 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bugs. The only clear duplicate family is the config.get secret exposure reports: 65835 and 65836 are exact duplicates, and 66626 appears to be the broader version of the same plaintext secret leak. Most other soft pairs share only a broad subsystem or UI area, not the same concrete defect.", "confidence": 0.79, "canonical_issue_reason": "issue:66626 is the strongest canonical issue: it describes the same config.get secret-leak bug as 65835/65836, but more completely by covering both sourceConfig and runtimeConfig paths and framing the problem as raw secret exposure.", "canonical_pr_reason": null, "best_issue_reason": "issue:66626 is the best issue to keep because it is the broadest and most actionable report for the secret-redaction defect, while 65835/65836 are narrower duplicates of that same underlying leak.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65238", "right": "issue:67469", "accept": false, "reason": "Both involve history/persistence wording, but 65238 is about a webchat '[chat.history omitted: message too large]' placeholder and 67469 is about Gemini CLI replies not being persisted. Different symptoms and code paths." }, { "left": "issue:53644", "right": "issue:65721", "accept": false, "reason": "Discord gateway crash on WebSocket 1006 is unrelated to the Dreaming/configuration self-destruct issue." }, { "left": "issue:65500", "right": "issue:65810", "accept": false, "reason": "One is about /models not listing custom models; the other is about fallback to cloud providers on connection errors. Different failures in different flows." }, { "left": "issue:66907", "right": "issue:67412", "accept": false, "reason": "Both are Control UI flicker reports, but one is the input text reappearing and the other is a sent message disappearing/reappearing. Similar UI area, not the same concrete bug." }, { "left": "issue:64599", "right": "issue:64602", "accept": false, "reason": "These are both Dreaming-related, but one is a confidence=0.00 candidate output problem and the other is an idempotencyKey error during narrative generation. Different defects." }, { "left": "issue:65835", "right": "issue:66626", "accept": true, "reason": "Same underlying config.get secret exposure: both report unredacted secrets/API keys leaking from sourceConfig paths, with 66626 expanding the scope to runtimeConfig as well." }, { "left": "issue:65836", "right": "issue:66626", "accept": true, "reason": "65836 is the same secret-leak bug family as 65835, and 66626 describes that same unredacted config exposure more broadly." }, { "left": "issue:64618", "right": "issue:65705", "accept": false, "reason": "Both concern Dreaming cron behavior, but 64618 is about the job not being registered at startup, while 65705 is about the sweep retriggering on every heartbeat. Different root causes." }, { "left": "issue:62960", "right": "issue:66633", "accept": false, "reason": "Slack private file image visibility after SSRF redirect fixes is unrelated to the openai-codex Cloudflare 403 regression." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 221, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53415", "issue:53425", "issue:53786", "issue:54060", "issue:63126", "issue:63677", "issue:63683", "issue:64517", "issue:64552", "issue:65189", "issue:65499", "issue:65976", "issue:66185", "issue:66403", "issue:66972", "issue:66981", "issue:67237", "issue:67378" ], "soft_pairs": [ "issue:53415|issue:66972", "issue:53425|issue:54060", "issue:65189|issue:66981", "issue:65976|issue:66185", "issue:53786|issue:67237", "issue:64517|issue:66403", "issue:63683|issue:64552", "issue:63126|issue:67378", "issue:63677|issue:65499" ], "prepared_review_unit_hash": "ebf5499cb029f9620a9c9479f5829888dbf60748c47cff8d27f99742e3e7be90", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13460, "estimated_input_tokens": 3365, "estimated_eval_tokens": 6986 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous issue reports across unrelated subsystems. None of the soft pairs look like true duplicates; they share broad keywords but not the same concrete failure mode or code path.", "confidence": 0.74, "canonical_issue_reason": "issue:63126 is the clearest, most specific report in the set: it names the failure mode, likely root cause, and is already closed, making it the strongest representative issue.", "canonical_pr_reason": null, "best_issue_reason": "Among these unrelated issues, issue:63126 is the most actionable and well-scoped bug report; the rest are either vaguer, broader, or clearly about different components.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53415", "right": "issue:66972", "accept": false, "reason": "Both mention ACP/session lifecycle, but one is a spawn failure and the other is a stale-session /new blockage; not the same concrete bug." }, { "left": "issue:53425", "right": "issue:54060", "accept": false, "reason": "Different failures: invalid tool name pattern after upgrade vs misleading rate-limit surfacing after usage cap fallback." }, { "left": "issue:65189", "right": "issue:66981", "accept": false, "reason": "Unrelated problems in different areas; the titles describe completely different runtime/UI failures." }, { "left": "issue:65976", "right": "issue:66185", "accept": false, "reason": "Both mention missing artifacts, but one is bridge-page deletion/visibility in memory-wiki mode and the other is a cron job exiting quickly; distinct bugs." }, { "left": "issue:53786", "right": "issue:67237", "accept": false, "reason": "One is a specific Local Dashboard/Feishu status desync; the other is a vague general complaint without the same symptom or code path." }, { "left": "issue:64517", "right": "issue:66403", "accept": false, "reason": "Different approval UX/backend bugs: multi-agent targets not working vs approval popup layout pushing buttons off-screen." }, { "left": "issue:63683", "right": "issue:64552", "accept": false, "reason": "Anthropic CLI failure and severe API latency regression are separate issues with different symptoms and likely causes." }, { "left": "issue:63126", "right": "issue:67378", "accept": false, "reason": "Both are WhatsApp-related, but one is media send fallback/shim behavior and the other is ghost chats from LID\u2192PN resolution; not the same bug." }, { "left": "issue:63677", "right": "issue:65499", "accept": false, "reason": "Voice-note STT pipeline bypass and malformed cross-signing UIA response are unrelated code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 222, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:64117", "issue:64302", "issue:64425", "issue:64478", "issue:64541", "issue:64783", "issue:65045", "issue:65117", "issue:65316", "issue:65559", "issue:65565", "issue:65619", "issue:65685", "issue:66219", "issue:66516", "issue:66607", "issue:67113" ], "soft_pairs": [ "issue:64425|issue:65045", "issue:64302|issue:67113", "issue:64478|issue:65117", "issue:65565|issue:66607", "issue:64117|issue:65619", "issue:64783|issue:65559", "issue:65619|issue:66219", "issue:64541|issue:65316", "issue:65685|issue:66516" ], "prepared_review_unit_hash": "f667e3d9b11120fa0d9832e8db36c2ed3d3c3463d76b0e71d367654eeef07428", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12813, "estimated_input_tokens": 3204, "estimated_eval_tokens": 6664 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly unrelated bug reports across different subsystems. None of the soft pairs look like the same underlying defect closely enough to merge as duplicates or a single PR.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64425", "right": "issue:65045", "accept": false, "reason": "Both involve OAuth, but one is a VPS callback failure and the other is a macOS invalid_scope error; the failure modes and likely code paths are different." }, { "left": "issue:64302", "right": "issue:67113", "accept": false, "reason": "Both mention model/context limits, but one is compaction config being ignored and the other is an ARM embed timeout loop; not the same bug." }, { "left": "issue:64478", "right": "issue:65117", "accept": false, "reason": "Both are WhatsApp media-drop reports, but one is gateway delivery mode and the other is web-outbound with hasMedia:false; too little evidence of one shared defect." }, { "left": "issue:65565", "right": "issue:66607", "accept": false, "reason": "Both concern default-selection UI/config, but one is an invalid config write and the other is a display mismatch in the thinking dropdown; different issues." }, { "left": "issue:64117", "right": "issue:65619", "accept": false, "reason": "Both are startup/bind failures, but one is voice-call EADDRINUSE and the other is macOS loopback resolving to 0.0.0.0; not clearly the same code path." }, { "left": "issue:64783", "right": "issue:65559", "accept": false, "reason": "Both touch mention handling, but one is a Feishu ReferenceError and the other silently drops webhook mentions; different bug classes." }, { "left": "issue:65619", "right": "issue:66219", "accept": false, "reason": "One is a bind/address regression and the other is a security issue in doctor repair re-embedding tokens; unrelated." }, { "left": "issue:64541", "right": "issue:65316", "accept": false, "reason": "Ollama first-turn slowness/timeouts and sandbox file-tool exposure are unrelated subsystems with different failure modes." }, { "left": "issue:65685", "right": "issue:66516", "accept": false, "reason": "A typing-indicator lifecycle bug is not the same as active memory timeout behavior; no shared underlying defect is evident." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 223, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62960", "issue:63641", "issue:63999", "issue:64850", "issue:64894", "issue:65293", "issue:65721", "issue:66177", "issue:66219", "issue:66607", "issue:66668", "issue:66972", "issue:66981", "issue:67029", "issue:67092", "issue:67412", "issue:67562", "issue:67576" ], "soft_pairs": [ "issue:64850|issue:66972", "issue:66607|issue:67576", "issue:65721|issue:66219", "issue:63999|issue:67092", "issue:63641|issue:66981", "issue:62960|issue:64894", "issue:65293|issue:66668", "issue:67029|issue:67562", "issue:66177|issue:67412" ], "prepared_review_unit_hash": "6a809965ce7c84143c5e6e2df23f90e6a253f0de5cccb932c9e8ed4d008b0af9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13511, "estimated_input_tokens": 3378, "estimated_eval_tokens": 7012 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly heterogeneous and does not form one duplicate set. The only strong duplicate pair is the Control UI message-disappearing regression (66177 and 67412). All other soft pairs are different bugs despite superficial similarity.", "confidence": 0.96, "canonical_issue_reason": "67412 is the best issue to keep as the representative issue for the only clear duplicate pair: it describes the Control UI disappearing/reappearing message regression most clearly and is the more current open report.", "canonical_pr_reason": null, "best_issue_reason": "67412 is the strongest overall issue candidate because it is the clearest, current description of the only substantive duplicate in this cluster (with 66177).", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64850", "right": "issue:66972", "accept": false, "reason": "Different failures: ACP backend spawn/runtime availability versus a stale session blocking /new. Same subsystem, but not the same bug." }, { "left": "issue:66607", "right": "issue:67576", "accept": false, "reason": "One is a UI display bug for the thinking dropdown; the other is model/provider parsing falling back incorrectly. Not the same underlying issue." }, { "left": "issue:65721", "right": "issue:66219", "accept": false, "reason": "Both involve configuration/repair, but one is about destructive config modification and the other about leaking tokens into a systemd service. Different bugs." }, { "left": "issue:63999", "right": "issue:67092", "accept": false, "reason": "Both mention leaked markup, but they are different malformed-tag paths: tool_call XML versus trailing handling." }, { "left": "issue:63641", "right": "issue:66981", "accept": false, "reason": "Unrelated issues: plugin command resolution versus browser/gateway timeout." }, { "left": "issue:62960", "right": "issue:64894", "accept": false, "reason": "Completely different areas: Slack private file image regression versus OAuth login scope failure." }, { "left": "issue:65293", "right": "issue:66668", "accept": false, "reason": "Both touch plugin maintenance, but one is a boot loop from a dangling channel reference and the other is uninstall cleanup not removing extension files." }, { "left": "issue:67029", "right": "issue:67562", "accept": false, "reason": "Different failure modes: missing admin scope during session cleanup versus Feishu push using a hardcoded target." }, { "left": "issue:66177", "right": "issue:67412", "accept": true, "reason": "Same Control UI regression: sent messages briefly disappear and then reappear, with nearly identical symptom descriptions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 224, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53463", "issue:53610", "issue:53640", "issue:53644", "issue:62505", "issue:63752", "issue:64783", "issue:64839", "issue:64852", "issue:64966", "issue:65054", "issue:65152", "issue:65193", "issue:65317", "issue:65424", "issue:65499", "issue:67347" ], "soft_pairs": [ "issue:65193|issue:67347", "issue:65054|issue:65424", "issue:53640|issue:63752", "issue:53644|issue:64783", "issue:64852|issue:65499", "issue:53610|issue:64839", "issue:62505|issue:64966", "issue:65152|issue:65424", "issue:53463|issue:65317" ], "prepared_review_unit_hash": "752eeaad58049644210f108e7bd2996bbd8b4afd2322604141567945447e6f01", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 13015, "estimated_input_tokens": 3254, "estimated_eval_tokens": 6764 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues appear to be unrelated single-bug reports rather than one duplicate family. All soft-edge candidates should be rejected; the closest pairs still describe different subsystems, failure modes, or root causes.", "confidence": 0.94, "canonical_issue_reason": "No clear duplicate cluster exists here. If one issue must represent the set, issue 65152 is the cleanest standalone report because it names a specific provider code path and a concrete missing-function_call failure mode.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65152 is the strongest representative issue: it is specific, actionable, and tied to a single concrete behavior regression rather than a vague symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65193", "right": "issue:67347", "accept": false, "reason": "Both are TypeErrors, but one is cron-related and the other is a generic trim-on-undefined crash; the titles do not indicate the same code path or bug." }, { "left": "issue:65054", "right": "issue:65424", "accept": false, "reason": "Different MiniMax bugs: one is usage polling hitting the wrong CN endpoint, the other is image attachments being dropped in chat.send due to catalog construction." }, { "left": "issue:53640", "right": "issue:63752", "accept": false, "reason": "Both mention API key/auth failures, but one is Gemini on macOS with GEMINI_API_KEY and the other is Anthropic auth-profiles handling; different providers and likely different root causes." }, { "left": "issue:53644", "right": "issue:64783", "accept": false, "reason": "Discord gateway reconnect crash versus Feishu bot mention initialization error; different integrations and different failure mechanics." }, { "left": "issue:64852", "right": "issue:65499", "accept": false, "reason": "One is Google Vertex credentials missing after an upgrade; the other is malformed UIA for cross-signing reset. No shared code path is evident." }, { "left": "issue:53610", "right": "issue:64839", "accept": false, "reason": "Avatar 404 serving workspace-relative paths is unrelated to qwen3.6-plus image handling and blocked QQ media URLs." }, { "left": "issue:62505", "right": "issue:64966", "accept": false, "reason": "Coding Agent completion failure and model routing timeout are different symptoms with different likely subsystems; not the same bug." }, { "left": "issue:65152", "right": "issue:65424", "accept": false, "reason": "Both involve model/tooling behavior, but one is missing function_call emission in openai-codex sessions and the other is MiniMax image attachments being omitted; different providers and code paths." }, { "left": "issue:53463", "right": "issue:65317", "accept": false, "reason": "Memory flush overwriting a daily markdown file is unrelated to sandbox write helper requiring python3/python." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 225, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53285", "issue:53591", "issue:53640", "issue:53813", "issue:53959", "issue:62748", "issue:62886", "issue:62905", "issue:62995", "issue:64552", "issue:64676", "issue:65165", "issue:65193", "issue:66533", "issue:66934", "issue:67032", "issue:67358", "issue:67469" ], "soft_pairs": [ "issue:62995|issue:64552", "issue:65193|issue:67358", "issue:53591|issue:53813", "issue:62886|issue:62905", "issue:66533|issue:67469", "issue:66934|issue:67032", "issue:53640|issue:53959", "issue:64676|issue:65165", "issue:53285|issue:62748" ], "prepared_review_unit_hash": "1b93fafa48c0c5a4244c9ddf25c3b149b93bec4e26856489ae23cf53d35d8707", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13481, "estimated_input_tokens": 3371, "estimated_eval_tokens": 6998 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft duplicate pair looks like the same underlying bug: the bundled Telegram plugin packaging/startup failure around missing src files. The rest are related only at a broad symptom level and should stay separate.", "confidence": 0.93, "canonical_issue_reason": "issue 62905 is the clearest root-cause report: it names the bundled Telegram startup failure and the specific missing src/channel.setup.js file, making it the best anchor for deduping the packaging bug.", "canonical_pr_reason": null, "best_issue_reason": "issue 62905 is the strongest representative issue in this set because it is specific, actionable, and directly describes the missing-file startup failure rather than a broader symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62995", "right": "issue:64552", "accept": false, "reason": "Different bugs: one is AWS auth/API key detection for Bedrock, the other is a performance regression causing long API delays." }, { "left": "issue:65193", "right": "issue:67358", "accept": false, "reason": "Different code paths and symptoms: cron scheduling crashes on runningAtMs vs Telegram onboarding trimming undefined." }, { "left": "issue:53591", "right": "issue:53813", "accept": false, "reason": "Both involve tool-call arguments, but they affect different tools and failure modes; not the same concrete bug." }, { "left": "issue:62886", "right": "issue:62905", "accept": true, "reason": "Same underlying Telegram plugin packaging/startup problem: both report bundled startup breaking because expected src files are missing." }, { "left": "issue:66533", "right": "issue:67469", "accept": false, "reason": "Related to session/history behavior, but one is a session selector heartbeat mix-up and the other is reply persistence into transcripts/WebUI history." }, { "left": "issue:66934", "right": "issue:67032", "accept": false, "reason": "Different webchat problems: incorrect sender label vs missing image upload and message lag." }, { "left": "issue:53640", "right": "issue:53959", "accept": false, "reason": "Unrelated failures: Gemini API key validation on macOS vs tool execution completely stopping after an update." }, { "left": "issue:64676", "right": "issue:65165", "accept": false, "reason": "Configuration persistence and image-input capability handling are different bugs." }, { "left": "issue:53285", "right": "issue:62748", "accept": false, "reason": "Both mention dependencies, but these are distinct packaging issues affecting different plugins/install paths and not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 226, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53285", "issue:53640", "issue:53864", "issue:62749", "issue:62864", "issue:63992", "issue:64117", "issue:66334", "issue:66423", "issue:66579", "issue:66635", "issue:66740", "issue:66766", "issue:67074", "issue:67150", "issue:67170", "issue:67573" ], "soft_pairs": [ "issue:53285|issue:62749", "issue:66740|issue:66766", "issue:66579|issue:66635", "issue:62864|issue:66423", "issue:67074|issue:67150", "issue:53864|issue:63992", "issue:53233|issue:53640", "issue:64117|issue:67170", "issue:66334|issue:67573" ], "prepared_review_unit_hash": "6191f96df079228eb2456701958dff0147c934d97930f76a8ee3a3425b8bfaff", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13474, "estimated_input_tokens": 3369, "estimated_eval_tokens": 6994 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not one single duplicate cluster; it breaks into mostly unrelated bugs. I found two plausible duplicate pairs: the 4.14 channel-selection crash reports, and the session model override persistence reports. The rest are same-subsystem but different underlying failures and should stay separate.", "confidence": 0.8, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue 67074 is the strongest standalone canonical candidate overall: it has the clearest reproduced regression, substantial discussion/inbound attention, and appears to match the same channel-selection failure described in 67150.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53285", "right": "issue:62749", "accept": false, "reason": "Both involve WhatsApp/install packaging, but one is a missing Baileys dependency in the plugin while the other is a global install staging failure for different packages. Different code paths and fix scope." }, { "left": "issue:66740", "right": "issue:66766", "accept": false, "reason": "Both are context-window display bugs, but they affect different providers/models and different expected limits. Same symptom category, not the same underlying bug." }, { "left": "issue:66579", "right": "issue:66635", "accept": false, "reason": "Both are WhatsApp auto-reply issues, but one is hook cancellation being ignored and the other is inline MEDIA path handling. Related area, different failure modes." }, { "left": "issue:62864", "right": "issue:66423", "accept": false, "reason": "One is embedded run failover/timeouts in the agent path; the other is tool-call text-only output. They do not describe the same concrete bug." }, { "left": "issue:67074", "right": "issue:67150", "accept": true, "reason": "These look like the same channel-selection regression: a generic 'stuck on channel selection' report and a specific TypeError in the same flow that would plausibly cause the stuck state." }, { "left": "issue:53864", "right": "issue:63992", "accept": false, "reason": "MCP server startup unrecoverability and session key writing with DEFAULT_AGENT_ID are different problems in different subsystems." }, { "left": "issue:53233", "right": "issue:53640", "accept": false, "reason": "Anthropic cooldown leaking to Vertex fallback is a provider-isolation bug; API_KEY_INVALID on macOS with valid GEMINI_API_KEY is an auth/config issue. Not the same bug." }, { "left": "issue:64117", "right": "issue:67170", "accept": false, "reason": "Both mention voice features, but EADDRINUSE in the CLI/tool and Telegram audio delivery failure are distinct code paths." }, { "left": "issue:66334", "right": "issue:67573", "accept": true, "reason": "These describe the same session-level model override bug: a persisted model_change/session override that should be cleared by /new or /reset but continues to win during the session." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 227, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53640", "issue:53824", "issue:53864", "issue:62783", "issue:62819", "issue:63721", "issue:64642", "issue:65079", "issue:65192", "issue:65247", "issue:65315", "issue:65722", "issue:65795", "issue:65949", "issue:66281", "issue:66977", "issue:67190" ], "soft_pairs": [ "issue:53824|issue:62819", "issue:65079|issue:65192", "issue:53864|issue:62783", "issue:53864|issue:65949", "issue:64642|issue:65722", "issue:53640|issue:66281", "issue:63721|issue:65795", "issue:65247|issue:65315", "issue:66977|issue:67190" ], "prepared_review_unit_hash": "579179aafbddc6737dd926285c5a6549e9cfcf6f918fc9e2ba4a5379e787c9c9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12834, "estimated_input_tokens": 3209, "estimated_eval_tokens": 6674 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly a collection of unrelated bugs. The only clear duplicate-like pair is the webchat message-leak issue; most other soft pairs share a subsystem or surface area but not the same concrete failure mode.", "confidence": 0.84, "canonical_issue_reason": "No single canonical exists for the full set because the items split across unrelated bugs. For the only likely duplicate pair, issue #65315 is the better umbrella since it describes the broader problem of internal runtime messages leaking into webchat output, while #65247 is a narrower symptom.", "canonical_pr_reason": null, "best_issue_reason": "Issue #65315 is the best representative of the one real duplicate cluster because it states the underlying bug more generally and can absorb the more specific #65247 report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53824", "right": "issue:62819", "accept": false, "reason": "Both involve isolated cron delivery, but the failures differ enough (gateway restart/Unknown Channel vs QQ announce send failure) that they do not clearly describe the same bug." }, { "left": "issue:65079", "right": "issue:65192", "accept": false, "reason": "Unrelated topics: dependency/security package concerns versus dream-session accumulation." }, { "left": "issue:53864", "right": "issue:62783", "accept": false, "reason": "Different subsystems and failures: MCP server startup persistence versus isolated cron OpenRouter auth." }, { "left": "issue:53864", "right": "issue:65949", "accept": false, "reason": "Both mention stale session behavior, but one is server availability after startup failure and the other is browser capability refresh; not the same concrete bug." }, { "left": "issue:64642", "right": "issue:65722", "accept": false, "reason": "Both touch memory/dreaming-related terminology, but one is a daily-notes path bug and the other is CLI plugin-runtime initialization; different code paths." }, { "left": "issue:53640", "right": "issue:66281", "accept": false, "reason": "Both are macOS-related, but API key validation and Chrome CDP attach failures are distinct problems." }, { "left": "issue:63721", "right": "issue:65795", "accept": false, "reason": "Control UI/Dreaming overlap is only superficial; one is a rendering regression and the other is a missing gateway method error." }, { "left": "issue:65247", "right": "issue:65315", "accept": true, "reason": "These describe the same underlying webchat bug: internal/synthetic runtime messages leaking into visible chat output, with #65247 being a specific manifestation." }, { "left": "issue:66977", "right": "issue:67190", "accept": false, "reason": "Completely different issues: macOS sqlite extension loading versus wiki bridge import returning zero artifacts." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 228, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53463", "issue:53652", "issue:53666", "issue:53705", "issue:64036", "issue:64480", "issue:64621", "issue:64976", "issue:65297", "issue:65451", "issue:65600", "issue:65602", "issue:66082", "issue:66370", "issue:66460", "issue:66507", "issue:66647", "issue:67267" ], "soft_pairs": [ "issue:53652|issue:65451", "issue:64621|issue:66507", "issue:65600|issue:65602", "issue:64480|issue:64976", "issue:53463|issue:66082", "issue:53666|issue:53705", "issue:66460|issue:67267", "issue:64036|issue:66647", "issue:65297|issue:66370" ], "prepared_review_unit_hash": "22c241921f84c34ca68250ca411a67b7b21fd053ee968abf056dc8e5de9e8198", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13354, "estimated_input_tokens": 3339, "estimated_eval_tokens": 6934 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is loosely related by surface similarity, but the items span multiple unrelated bugs (memory/compaction, messaging attachments, cron/heartbeat, UI/session issues). I found no true duplicate pairs among the soft edges.", "confidence": 0.88, "canonical_issue_reason": "Issue 65600 is the clearest, most self-contained regression in the dominant memory/compaction theme, so it is the best representative issue in this mixed cluster.", "canonical_pr_reason": null, "best_issue_reason": "65600 has the strongest actionable bug statement and the most coherent code-path framing; it best represents the cluster even though the other items are not duplicates of it.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53652", "right": "issue:65451", "accept": false, "reason": "Both are WhatsApp attachment problems, but one is HTML docs failing to attach and the other is image media missing via hasMedia; different payload/type paths." }, { "left": "issue:64621", "right": "issue:66507", "accept": false, "reason": "WeChat image/heartbeat merging and cross-channel session sharing are different bugs affecting different parts of channel state handling." }, { "left": "issue:65600", "right": "issue:65602", "accept": false, "reason": "Both mention memory/compaction settings, but one is a stale totalTokensFresh flag after API responses and the other is config reload clobbering reserveTokens; not the same code-path." }, { "left": "issue:64480", "right": "issue:64976", "accept": false, "reason": "BlueBubbles send-method failure and cron NO_REPLY handling are unrelated delivery issues, only sharing a broad messaging context." }, { "left": "issue:53463", "right": "issue:66082", "accept": false, "reason": "One is a file overwrite bug during memory flush; the other is bridge-mode export counting returning zero artifacts. Related domain, different defect." }, { "left": "issue:53666", "right": "issue:53705", "accept": false, "reason": "Memory index showing zero chunks and force-delete removing the shared workspace are unrelated subsystems and failure modes." }, { "left": "issue:66460", "right": "issue:67267", "accept": false, "reason": "Both involve unwanted user-visible message relays, but one is cron-owned exec completion forwarding and the other is a web UI feedback loop; not the same bug." }, { "left": "issue:64036", "right": "issue:66647", "accept": false, "reason": "Trailing whitespace in chunking output and Telegram caption binary injection/token explosion are different text-processing problems." }, { "left": "issue:65297", "right": "issue:66370", "accept": false, "reason": "Both involve images not behaving as expected, but Telegram media delivery failure and Control UI history/refresh disappearance are distinct paths and symptoms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 229, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53322", "issue:53790", "issue:53871", "issue:64529", "issue:64633", "issue:64699", "issue:65079", "issue:65189", "issue:65529", "issue:66048", "issue:66131", "issue:66607", "issue:66880", "issue:67097", "issue:67192", "issue:67237", "issue:67285", "issue:67286" ], "soft_pairs": [ "issue:67285|issue:67286", "issue:64699|issue:66607", "issue:53322|issue:53790", "issue:66131|issue:67097", "issue:53871|issue:66880", "issue:66048|issue:67192", "issue:64529|issue:65529", "issue:65079|issue:65189", "issue:64633|issue:67237" ], "prepared_review_unit_hash": "65a61c91723e6a9dca6dd0a763fac04ef9dbf4d9f2aa90daae2239e0bbcf2441", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13516, "estimated_input_tokens": 3379, "estimated_eval_tokens": 7014 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One clear duplicate pair emerged around browser tool execution timing; the remaining soft pairs are broad topical overlaps but not the same concrete bug or code path.", "confidence": 0.79, "canonical_issue_reason": "Issue 53322 is the clearest, broadest statement of the browser tool regression: assistant replies are emitted before browser actions finish. It best captures the underlying bug without version-specific framing.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53322 is the best representative issue for the accepted duplicate pair and the most actionable canonical report in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67285", "right": "issue:67286", "accept": false, "reason": "Both involve exec-related failures, but one is about approval errors leaking into Telegram channels and the other about blocked cron sessions producing no output; different symptoms and likely different paths." }, { "left": "issue:64699", "right": "issue:66607", "accept": false, "reason": "These are unrelated: one is a sessions_send/sessionKey parameter conflict, the other is a UI dropdown showing the wrong default thinking mode." }, { "left": "issue:53322", "right": "issue:53790", "accept": true, "reason": "Both describe the same browser/tool-execution regression where tool results are not delivered before the assistant responds, with the second being a version-specific manifestation of the same bug." }, { "left": "issue:66131", "right": "issue:67097", "accept": false, "reason": "Both touch plugin/model startup behavior, but one is config validation failing from auto-written plugin IDs and the other is bundled plugins bypassing lifecycle to inject models; not the same concrete defect." }, { "left": "issue:53871", "right": "issue:66880", "accept": false, "reason": "Both mention Telegram, but one is a channel config regression after upgrade and the other is a restart loop from deleteMyCommands failure; distinct bugs." }, { "left": "issue:66048", "right": "issue:67192", "accept": false, "reason": "Completely different problems: config include flattening on restart versus a Mistral reasoning stream wrapper crash." }, { "left": "issue:64529", "right": "issue:65529", "accept": false, "reason": "Both are TTS-related, but one is media-path normalization blocking generated audio and the other is a provider registration failure; different failure points." }, { "left": "issue:65079", "right": "issue:65189", "accept": false, "reason": "No shared bug: security-vulnerable deprecated packages versus a UI memory/context leak issue." }, { "left": "issue:64633", "right": "issue:67237", "accept": false, "reason": "The first is about gibberish speak behavior despite instructions; the second is a vague general complaint with no concrete matching code-path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 230, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:63712", "issue:64036", "issue:64235", "issue:64425", "issue:64687", "issue:64966", "issue:65559", "issue:65595", "issue:65687", "issue:65810", "issue:65875", "issue:66732", "issue:66872", "issue:67097", "issue:67241", "issue:67547", "issue:67573" ], "soft_pairs": [ "issue:66732|issue:67547", "issue:64036|issue:65687", "issue:66872|issue:67097", "issue:63712|issue:67573", "issue:63712|issue:65875", "issue:65595|issue:65810", "issue:64425|issue:64687", "issue:64235|issue:64966", "issue:65559|issue:67241" ], "prepared_review_unit_hash": "abf8759d9ce2c9eef8c1546767bac0df6c1ed729ee673fc0b56be073858ccff7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12772, "estimated_input_tokens": 3193, "estimated_eval_tokens": 6642 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items do not form a tight duplicate cluster; most are separate bugs in different subsystems. The only apparent grouping is around model override/fallback behavior, but even those look like distinct code paths and repros.", "confidence": 0.83, "canonical_issue_reason": "issue:63712 is the broadest and most central of the model-routing bugs: it describes persistent fallback state overriding higher-priority channel overrides, which is more representative than the narrower reset/timeout variants.", "canonical_pr_reason": null, "best_issue_reason": "issue:63712 is the best single representative issue because it frames the underlying model override persistence problem at the highest level.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66732", "right": "issue:67547", "accept": false, "reason": "Unrelated bugs: Telegram reminder messaging vs A2UI bundle hashing. No shared code path or same failure mode." }, { "left": "issue:64036", "right": "issue:65687", "accept": false, "reason": "Different subsystems and symptoms: text chunk whitespace vs Discord voice conversation failure." }, { "left": "issue:66872", "right": "issue:67097", "accept": false, "reason": "Both mention models/codex, but one is status reporting and the other is manifest injection/lifecycle behavior. Not the same bug." }, { "left": "issue:63712", "right": "issue:67573", "accept": false, "reason": "Both concern model override persistence, but one is fallback persistence overriding channel settings and the other is /new and /reset clearing session overrides. Related area, different concrete bug." }, { "left": "issue:63712", "right": "issue:65875", "accept": false, "reason": "Similar theme around model overrides, but 65875 is specifically /new not clearing session override and falling back to the configured primary model. Distinct repro and likely distinct fix." }, { "left": "issue:65595", "right": "issue:65810", "accept": false, "reason": "Both involve provider/fallback behavior, but one is a hardcoded image-model prefix and the other is fallback not triggering on connection errors. Different code paths." }, { "left": "issue:64425", "right": "issue:64687", "accept": false, "reason": "Both are OAuth-related, but the titles point to different environments and failures. Not enough evidence they are the same underlying bug." }, { "left": "issue:64235", "right": "issue:64966", "accept": false, "reason": "Completely different failures: Telegram sendMessage network error vs model-routing timeout causing premature fallback." }, { "left": "issue:65559", "right": "issue:67241", "accept": false, "reason": "Different integrations and failure modes: webhook mention handling vs BlueBubbles attachment download/onRequestStart issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 231, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53233", "issue:53517", "issue:53547", "issue:53592", "issue:53640", "issue:53864", "issue:53955", "issue:63683", "issue:64976", "issue:65832", "issue:65860", "issue:65863", "issue:65950", "issue:66046", "issue:66290", "issue:66486", "issue:67182", "issue:67378" ], "soft_pairs": [ "issue:53547|issue:53955", "issue:65832|issue:66486", "issue:53864|issue:67378", "issue:64976|issue:65950", "issue:53233|issue:63683", "issue:65860|issue:65863", "issue:53640|issue:66046", "issue:53517|issue:66290", "issue:53592|issue:67182" ], "prepared_review_unit_hash": "45120d4e2e12859f887273ea32334cb8ba969a58741f50dfcb001aa57c2f05ee", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13360, "estimated_input_tokens": 3340, "estimated_eval_tokens": 6936 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All proposed soft pairs are false positives: they share broad nouns like auth, cron, docs, or provider, but each reports a different concrete bug path. No canonical duplicate issue emerges from this set.", "confidence": 0.97, "canonical_issue_reason": "No single canonical issue: the items describe unrelated bugs across different subsystems and providers.", "canonical_pr_reason": "No pull requests were provided.", "best_issue_reason": "No global best issue for deduplication; none of these issues subsume the others or represent the same underlying defect.", "best_pr_reason": "No pull requests were provided.", "soft_edge_verdicts": [ { "left": "issue:53547", "right": "issue:53955", "accept": false, "reason": "Both are post-update regressions, but one is about bootstrap files not loading and the other about memory indexing returning empty; different failure modes and code paths." }, { "left": "issue:65832", "right": "issue:66486", "accept": false, "reason": "Both mention image tool/model handling, but one is custom-provider recognition in ModelRegistry and the other is local imageModel resolution; not the same bug." }, { "left": "issue:53864", "right": "issue:67378", "accept": false, "reason": "MCP startup recovery and WhatsApp ghost chats are unrelated subsystems with different root causes." }, { "left": "issue:64976", "right": "issue:65950", "accept": false, "reason": "Both are cron-related, but one is NO_REPLY handling in announce delivery and the other is incorrect success status for incomplete isolated sessions." }, { "left": "issue:53233", "right": "issue:63683", "accept": false, "reason": "Anthropic rate-limit propagation and Anthropic CLI failure are different problems; no shared concrete code-path." }, { "left": "issue:65860", "right": "issue:65863", "accept": false, "reason": "One is an error-message/docs-anchor typo, the other is a missing provider entry in docs; similar surface area only." }, { "left": "issue:53640", "right": "issue:66046", "accept": false, "reason": "Both are auth failures for model providers, but one is Gemini API key invalid on macOS and the other is Google Vertex UNAUTHENTICATED regression." }, { "left": "issue:53517", "right": "issue:66290", "accept": false, "reason": "Plugin peer-dependency install failure and Docker gateway stack overflow are unrelated." }, { "left": "issue:53592", "right": "issue:67182", "accept": false, "reason": "AWS Bedrock auth-mode failure and Telegram download proxy/token issue are different code paths and systems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 232, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:53463", "issue:53912", "issue:53959", "issue:62960", "issue:63092", "issue:64011", "issue:64244", "issue:64480", "issue:64955", "issue:65102", "issue:65368", "issue:65728", "issue:65801", "issue:66390", "issue:66972", "issue:67051", "issue:67342" ], "soft_pairs": [ "issue:62960|issue:64244", "issue:64480|issue:67342", "issue:65368|issue:66390", "issue:53398|issue:53912", "issue:64011|issue:65728", "issue:65801|issue:66972", "issue:53959|issue:65102", "issue:64955|issue:67051", "issue:53463|issue:63092" ], "prepared_review_unit_hash": "12c0d836b77a6faeffa5192adcda19e22694183f557e843dce93ee24939e9291", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13412, "estimated_input_tokens": 3353, "estimated_eval_tokens": 6962 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: every soft pair is only loosely related by subsystem or wording, not by the same concrete bug. I would reject all proposed merges and treat the items as separate issues.", "confidence": 0.97, "canonical_issue_reason": "No single canonical issue stands out; the items cover unrelated bugs across gateway networking, memory storage, Slack/BlueBubbles/Discord integrations, ACP/session handling, and tool execution/config validation.", "canonical_pr_reason": null, "best_issue_reason": "No best representative issue for deduplication purposes: none of the issues share one underlying failure mode strongly enough to serve as the cluster\u2019s canonical bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62960", "right": "issue:64244", "accept": false, "reason": "Both involve image-related regressions, but one is Slack private-file fetching/redirect handling and the other is MiniMax image routing to the wrong endpoint; different code paths and symptoms." }, { "left": "issue:64480", "right": "issue:67342", "accept": false, "reason": "Both mention BlueBubbles, but one is about missing send-method configuration causing silent delivery failure and the other is a startup runtime initialization crash after upgrade." }, { "left": "issue:65368", "right": "issue:66390", "accept": false, "reason": "Both concern update-time failures, but one is a missing hashed runtime chunk during plugin update and the other is a macOS file-lock conflict during npm update; not the same bug." }, { "left": "issue:53398", "right": "issue:53912", "accept": false, "reason": "Both affect gateway startup, but one is a misleading dual-stack port-in-use error and the other is a Docker-specific restart loop requiring loopback binding." }, { "left": "issue:64011", "right": "issue:65728", "accept": false, "reason": "Discord gateway crash on Windows from reconnect/zombie-connection handling is distinct from generic unauthorized failures when starting the gateway." }, { "left": "issue:65801", "right": "issue:66972", "accept": false, "reason": "ACP message forwarding failure and stale thread-bound session blocking /new are related to ACP, but they are different session/state bugs with different failure points." }, { "left": "issue:53959", "right": "issue:65102", "accept": false, "reason": "Both involve tool execution, but one is tools not being invoked at all after an update while the other is inline Python still blocked by strict security settings." }, { "left": "issue:64955", "right": "issue:67051", "accept": false, "reason": "xAI auth SecretRef resolution and WebUI config validation when disabling a skill are unrelated auth/config issues, not one underlying defect." }, { "left": "issue:53463", "right": "issue:63092", "accept": false, "reason": "Both reference memory-related flows, but one overwrites a daily markdown file during flush and the other imports zero artifacts from memory-core; different data paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 233, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53386", "issue:53926", "issue:63429", "issue:63620", "issue:64407", "issue:64528", "issue:64687", "issue:64783", "issue:64894", "issue:65050", "issue:65317", "issue:65619", "issue:65685", "issue:66403", "issue:66688", "issue:66784", "issue:67435", "issue:67564" ], "soft_pairs": [ "issue:64407|issue:67564", "issue:53926|issue:65619", "issue:65050|issue:65685", "issue:66784|issue:67435", "issue:53386|issue:64783", "issue:64687|issue:64894", "issue:63429|issue:66688", "issue:63620|issue:66403", "issue:64528|issue:65317" ], "prepared_review_unit_hash": "784bbf39589f12bd10b76a579c122e0c7013e071823e6b2d3dd6221ea53b757d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13508, "estimated_input_tokens": 3377, "estimated_eval_tokens": 7010 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bug reports. Two soft edges look like true duplicates: the Ollama memory-embedding-provider failure and the OpenAI Codex OAuth login regression. The remaining pairs are only superficially similar and should stay separate.", "confidence": 0.92, "canonical_issue_reason": "No single canonical issue for the whole set: the cluster is heterogeneous, spanning unrelated subsystems and root causes. The only clear duplicate-like subclusters are the Ollama embedding-provider bug and the Codex OAuth login bug.", "canonical_pr_reason": "No PRs are present in the input, so there is no canonical PR candidate.", "best_issue_reason": "No global best issue stands out because the items do not form one coherent duplicate set. If triaging the duplicate subclusters separately, issue 63429 is the clearest anchor for the Ollama bug, but it is not a representative for the whole cluster.", "best_pr_reason": "No PRs are present in the input, so there is no best PR candidate.", "soft_edge_verdicts": [ { "left": "issue:64407", "right": "issue:67564", "accept": false, "reason": "Both are networking/gateway-adjacent, but they describe different failures: CLI connect failure after heartbeat config changes vs. Weixin long-poll header timeouts and retry backoff." }, { "left": "issue:53926", "right": "issue:65619", "accept": false, "reason": "Different platforms and problems: Linux EnvironmentFile/secrets continuity vs. macOS loopback resolving to 0.0.0.0 and gateway startup refusal." }, { "left": "issue:65050", "right": "issue:65685", "accept": false, "reason": "Unrelated behaviors: vision turn/image-tool handling vs. queued followup typing-indicator cleanup. Same product area, different code paths." }, { "left": "issue:66784", "right": "issue:67435", "accept": false, "reason": "Both involve provider configuration, but one is schema/validator integration for comfy providers and the other is an Ollama model-ID prefixing bug causing 404s." }, { "left": "issue:53386", "right": "issue:64783", "accept": false, "reason": "Both concern group bot mentions, but they are different integrations and failures: WhatsApp fromMe echo loop vs. Feishu ReferenceError during mention handling." }, { "left": "issue:64687", "right": "issue:64894", "accept": true, "reason": "These appear to be the same Codex OAuth regression: one is a broad report that OAuth is broken, the other gives the concrete invalid_scope/model.request failure on the same login flow." }, { "left": "issue:63429", "right": "issue:66688", "accept": true, "reason": "Same underlying bug: both report the Ollama memory embedding provider being rejected as unknown, with the second just describing the failing `memory index` command." }, { "left": "issue:63620", "right": "issue:66403", "accept": false, "reason": "Both involve UI blocking, but one is the Dreaming tab recall/trace overlay and the other is the exec-approval popup pushing buttons off-screen. Different screens and mechanics." }, { "left": "issue:64528", "right": "issue:65317", "accept": false, "reason": "Both mention workspace/sandbox behavior, but one is session-memory workspace isolation and the other is `functions.write` failing on the pinned mutation helper path. Different subsystems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 234, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53755", "issue:62568", "issue:62627", "issue:63683", "issue:63752", "issue:64117", "issue:64381", "issue:64699", "issue:64971", "issue:64976", "issue:65102", "issue:65470", "issue:65686", "issue:66290", "issue:66403", "issue:66637", "issue:67097" ], "soft_pairs": [ "issue:65102|issue:66403", "issue:64699|issue:65470", "issue:64699|issue:64971", "issue:64976|issue:65686", "issue:63683|issue:63752", "issue:62568|issue:62627", "issue:64117|issue:66637", "issue:53755|issue:67097", "issue:64381|issue:66290" ], "prepared_review_unit_hash": "2d1449961ffccfba1bbdf6df9b600220b71d18794a6be7d64951c8d97b763966", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12739, "estimated_input_tokens": 3185, "estimated_eval_tokens": 6626 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items are largely unrelated bugs spanning models, auth, CLI startup, gateway/plugin loading, cron delivery, sessions_send, and UI behavior. None of the suggested soft pairs look like the same underlying defect, so I reject all pairwise merges.", "confidence": 0.63, "canonical_issue_reason": "Issue 64381 is the closest thing to a representative bug because it is a concrete startup/plugin-loading failure, but the overall set is too heterogeneous to have a strong true canonical issue.", "canonical_pr_reason": null, "best_issue_reason": "64381 is the best single issue to anchor the cluster only in a loose sense: it is specific, actionable, and about a core runtime failure rather than a narrow UI or provider-specific edge case.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65102", "right": "issue:66403", "accept": false, "reason": "One is about inline Python security gating in exec; the other is a UI layout problem in the approval popup. Different code paths and fixes." }, { "left": "issue:64699", "right": "issue:65470", "accept": false, "reason": "Both mention sessions_send, but one is a label/sessionKey validation bug and the other is a concurrency default causing serialization. Different underlying defects." }, { "left": "issue:64699", "right": "issue:64971", "accept": false, "reason": "Label injection causing mutual-exclusion errors is unrelated to reply routing for externally-backed sessions." }, { "left": "issue:64976", "right": "issue:65686", "accept": false, "reason": "Both are cron-related delivery issues, but one is about NO_REPLY suppression logic and the other is about truncating outbound content. Different behavior and likely different fixes." }, { "left": "issue:63683", "right": "issue:63752", "accept": false, "reason": "Anthropic CLI failures and missing-api-key errors may overlap at a high level, but the reports point to different auth/CLI failure modes without a clear shared code-path." }, { "left": "issue:62568", "right": "issue:62627", "accept": false, "reason": "Both are packaging/dependency problems, but they involve different missing dependencies and different failure surfaces." }, { "left": "issue:64117", "right": "issue:66637", "accept": false, "reason": "EADDRINUSE in voice-call tooling is unrelated to a macOS remote-mode browser proxy failure." }, { "left": "issue:53755", "right": "issue:67097", "accept": false, "reason": "Both involve models lists, but one is a missing/limited model catalog exposure and the other is plugin-driven model injection into models.json. Not the same bug." }, { "left": "issue:64381", "right": "issue:66290", "accept": false, "reason": "Both involve gateway/plugin startup, but one is missing startup for memory-kind plugins and the other is a stack overflow when bundled channels load. Different root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 235, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53523", "issue:53591", "issue:53689", "issue:53870", "issue:53949", "issue:63124", "issue:63190", "issue:63609", "issue:64352", "issue:64667", "issue:64676", "issue:64894", "issue:64982", "issue:65721", "issue:65917", "issue:66229", "issue:67436" ], "soft_pairs": [ "issue:63190|issue:66229", "issue:53949|issue:65917", "issue:64676|issue:65721", "issue:64982|issue:67436", "issue:64352|issue:66229", "issue:53591|issue:53689", "issue:53523|issue:53870", "issue:64667|issue:64894", "issue:63124|issue:63609" ], "prepared_review_unit_hash": "872c51c76837516ff019acb3d54aff27aef57a6c977d456ca693cac5474b4751", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12678, "estimated_input_tokens": 3170, "estimated_eval_tokens": 6596 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a heterogeneous set of unrelated issues. I found two likely duplicate pairs worth merging: the OpenAI Codex OAuth invalid_scope reports, and the CLI SIGKILL regression reports. The rest are too semantically different to treat as the same underlying bug.", "confidence": 0.91, "canonical_issue_reason": "No single canonical issue for the whole set; if forced to choose one representative, #64894 is the strongest because it is the most complete report for the clearest duplicate pair and includes the concrete failure modes (`invalid_scope` / `model.request`).", "canonical_pr_reason": null, "best_issue_reason": "#64894 is the best issue to anchor the only strong issue-duplicate cluster: it is specific, detailed, and subsumes #64667's shorter invalid-scope report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63190", "right": "issue:66229", "accept": false, "reason": "Both involve media handling, but one is Telegram voice routing to ASR and the other is a media-store size cap blocking outbound/generated media; different code paths and symptoms." }, { "left": "issue:53949", "right": "issue:65917", "accept": false, "reason": "The second issue has no usable title detail, and there is no evidence it refers to the same image-download failure." }, { "left": "issue:64676", "right": "issue:65721", "accept": false, "reason": "Both mention configuration, but persistence bugs and self-destruct-through-modification are not the same underlying defect." }, { "left": "issue:64982", "right": "issue:67436", "accept": false, "reason": "An advisory about an exclusive allowlist is unrelated to a hot-reload loop corrupting manifest.db." }, { "left": "issue:64352", "right": "issue:66229", "accept": false, "reason": "Both touch media delivery, but one is WhatsApp send losing the media payload while the other is a hardcoded storage-limit failure; not the same bug." }, { "left": "issue:53591", "right": "issue:53689", "accept": false, "reason": "Missing moonshot-thinking payload compatibility causing empty tool args is unrelated to a model-not-found error." }, { "left": "issue:53523", "right": "issue:53870", "accept": false, "reason": "A gateway core dump on Matrix homeserver config is unrelated to a package-release security-scan pending message." }, { "left": "issue:64667", "right": "issue:64894", "accept": true, "reason": "Same OpenAI Codex OAuth failure: both describe login/request scope failures with `invalid_scope`; #64894 is the fuller report." }, { "left": "issue:63124", "right": "issue:63609", "accept": true, "reason": "Both report CLI commands/subcommands hanging and then being killed with SIGKILL, which points to the same regression in the CLI execution path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 236, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53311", "issue:53512", "issue:53649", "issue:54013", "issue:62875", "issue:64351", "issue:64352", "issue:65102", "issue:65191", "issue:65524", "issue:65656", "issue:65890", "issue:66254", "issue:66624", "issue:66677", "issue:67074", "issue:67516" ], "soft_pairs": [ "issue:65191|issue:66254", "issue:54013|issue:64352", "issue:53649|issue:62875", "issue:53311|issue:53649", "issue:65102|issue:65524", "issue:64351|issue:65890", "issue:53512|issue:65656", "issue:66624|issue:67516", "issue:66677|issue:67074" ], "prepared_review_unit_hash": "855061eed228b77c37fa38e37fd23d566a146af3b9a715aa13cba6392a7334ca", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12815, "estimated_input_tokens": 3204, "estimated_eval_tokens": 6664 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated plugin/channel/security bugs. The only clear duplicate cluster is the onboarding/channel-selection TypeError('trim') reports, with two pairs that appear to describe the same underlying bug.", "confidence": 0.83, "canonical_issue_reason": "issue:66624 is the most specific report in the trim-TypeError cluster: it names the exact failure, the onboard/configure channel-selection flow, and the affected release, making it the best canonical issue for that bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:66624 is the strongest representative issue for the onboard/channel-selection crash because it is the most actionable and precise description of the shared TypeError('trim') failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65191", "right": "issue:66254", "accept": false, "reason": "Both involve plugins/channels, but one is plugin startup/config loading and the other is a WeCom token/status display issue; different symptoms and code paths." }, { "left": "issue:54013", "right": "issue:64352", "accept": false, "reason": "Different channels and failures: Telegram outbound misconfiguration vs WhatsApp media-send regression. Not the same underlying bug." }, { "left": "issue:53649", "right": "issue:62875", "accept": false, "reason": "One is about repairing invalid plugins.load.paths after upgrade; the other is a bundled Telegram plugin packaging/src-dir problem. Related area, different defect." }, { "left": "issue:53311", "right": "issue:53649", "accept": false, "reason": "Gateway crash-loop from a missing installed plugin is a runtime startup failure; doctor --fix not repairing config paths is a separate maintenance bug." }, { "left": "issue:65102", "right": "issue:65524", "accept": false, "reason": "Security policy for inline Python execution and deleted-agent session access are unrelated issues." }, { "left": "issue:64351", "right": "issue:65890", "accept": false, "reason": "Sidecar auto-start and memory-search collection mismatch affect different subsystems and have different failure modes." }, { "left": "issue:53512", "right": "issue:65656", "accept": false, "reason": "Agent-switch behavior under context saturation is unrelated to LINE reply/media throttling behavior." }, { "left": "issue:66624", "right": "issue:67516", "accept": true, "reason": "Both report the same onboard/channel-selection crash with TypeError reading 'trim'; 67516 is just a shorter duplicate of the same flow and failure." }, { "left": "issue:66677", "right": "issue:67074", "accept": true, "reason": "Both point to the same QuickStart/channel-selection onboarding bug and the same trim-related TypeError on the 4.14 install path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 237, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53643", "issue:53666", "issue:53870", "issue:53938", "issue:64317", "issue:64351", "issue:64425", "issue:64699", "issue:64783", "issue:64866", "issue:64894", "issue:64939", "issue:65125", "issue:65431", "issue:65524", "issue:65619", "issue:65706", "issue:67170" ], "soft_pairs": [ "issue:53938|issue:64783", "issue:64317|issue:65125", "issue:64699|issue:65524", "issue:53666|issue:64351", "issue:53643|issue:53870", "issue:64866|issue:65431", "issue:64939|issue:67170", "issue:65619|issue:65706", "issue:64425|issue:64894" ], "prepared_review_unit_hash": "3ea783b14f60264292d62c97f062353c8170937bc0e7fd34884c3286e55aab1e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13377, "estimated_input_tokens": 3345, "estimated_eval_tokens": 6946 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are a loose thematic cluster, not true duplicates: the soft pairs share surface keywords (Feishu, browser, OAuth, images, etc.) but describe different failures and code paths. I would not merge any pair.", "confidence": 0.92, "canonical_issue_reason": "Issue 53938 is the most representative/complete bug report in the set, with a clearer root-cause framing and more discussion than the others.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53938 is the strongest canonical anchor among these issues because it is detailed, analysis-oriented, and likely to be the most reusable reference for triage, even though the cluster is not a duplicate set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53938", "right": "issue:64783", "accept": false, "reason": "Both mention Feishu, but one is about plugin duplication/gateway instability and the other is a ReferenceError when mentioning the bot; different bugs." }, { "left": "issue:64317", "right": "issue:65125", "accept": false, "reason": "Both involve Chromium/browser on macOS/Wayland, but one is a screenshot timeout after load and the other is CDP/browser attach failure; not the same code-path problem." }, { "left": "issue:64699", "right": "issue:65524", "accept": false, "reason": "One is a sessions_send parameter collision with sessionKey, the other is deleted-agent session access control; different symptoms and fixes." }, { "left": "issue:53666", "right": "issue:64351", "accept": false, "reason": "A memory index chunk-count regression and a QMD sidecar auto-start problem are unrelated." }, { "left": "issue:53643", "right": "issue:53870", "accept": false, "reason": "Control UI instability vs package release pending security scan are entirely different issues." }, { "left": "issue:64866", "right": "issue:65431", "accept": false, "reason": "Both concern image/VLM support, but one is an OAuth login feature/quota mismatch and the other is a model capability/config validation problem." }, { "left": "issue:64939", "right": "issue:67170", "accept": false, "reason": "Groq transcription serialization bug vs Telegram audio delivery failure are different pipelines and failure modes." }, { "left": "issue:65619", "right": "issue:65706", "accept": false, "reason": "macOS loopback bind/startup failure is unrelated to node status/list desynchronization." }, { "left": "issue:64425", "right": "issue:64894", "accept": false, "reason": "Both are OAuth-related, but they involve different providers and errors (`VPS callback` vs `invalid_scope/model.request`); not the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 238, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53425", "issue:62880", "issue:62904", "issue:64174", "issue:65054", "issue:66176", "issue:66203", "issue:66533", "issue:66907", "issue:66934", "issue:67084", "issue:67291", "issue:67353", "issue:67412", "issue:67516", "issue:67525", "issue:67564" ], "soft_pairs": [ "issue:67291|issue:67525", "issue:66176|issue:66533", "issue:66907|issue:66934", "issue:65054|issue:66203", "issue:67353|issue:67516", "issue:53425|issue:67084", "issue:62880|issue:62904", "issue:64174|issue:67564", "issue:66934|issue:67412" ], "prepared_review_unit_hash": "4460f2c4fb03d197489bce7021fcfe2485428c65b9aedccea8241fa9be244bb0", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12789, "estimated_input_tokens": 3198, "estimated_eval_tokens": 6652 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly unrelated, with two likely duplicate pairs standing out: the onboarding \"trim\" crash and the Telegram extension packaging failure. The rest are different bugs despite some superficial title similarity.", "confidence": 0.84, "canonical_issue_reason": "Issue 67353 is the clearest anchor for the onboarding crash: its title matches the exact error and the skipped-channel-selection path, making it the best representative of that duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67353 is the strongest overall issue candidate in this set because it is the most specific, well-scoped description of a concrete bug and is the best triage target for deduping the onboarding crash reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67291", "right": "issue:67525", "accept": false, "reason": "Both mention crashes, but they describe different code paths: onboarding channel setup vs doctor/plugin state cleanup." }, { "left": "issue:66176", "right": "issue:66533", "accept": false, "reason": "Both are WebChat/session UX issues, but one is a transient message rendering glitch and the other is a session-label/selector state bug." }, { "left": "issue:66907", "right": "issue:66934", "accept": false, "reason": "Same UI area, but different symptoms: input text flicker during streaming vs incorrect sender label." }, { "left": "issue:65054", "right": "issue:66203", "accept": false, "reason": "Different subsystems and failures: MiniMax usage polling endpoint selection vs Cron tool model-ID corruption." }, { "left": "issue:67353", "right": "issue:67516", "accept": true, "reason": "These look like the same onboarding TypeError on reading 'trim', with one report describing the skip-channel-selection path and the other the same crash in shorter form." }, { "left": "issue:53425", "right": "issue:67084", "accept": false, "reason": "Both mention Codex/OAuth-related behavior, but the concrete failures differ: tools name validation vs session timeout spam." }, { "left": "issue:62880", "right": "issue:62904", "accept": true, "reason": "Both describe the Telegram extension missing published source files, with one naming a specific file and the other the missing src directory/config-load failure." }, { "left": "issue:64174", "right": "issue:67564", "accept": false, "reason": "Different products and failure modes: OAuth runtime 403 HTML vs long-poll headers timeouts and backoff loops." }, { "left": "issue:66934", "right": "issue:67412", "accept": false, "reason": "Both involve WebChat display issues, but the specific bug is different: sender label text vs message visibility flicker." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 239, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53390", "issue:53881", "issue:54050", "issue:62819", "issue:63178", "issue:63611", "issue:63992", "issue:64351", "issue:64971", "issue:65119", "issue:65317", "issue:65431", "issue:65553", "issue:66486", "issue:66641", "issue:67074", "issue:67286", "issue:67435" ], "soft_pairs": [ "issue:54050|issue:64971", "issue:53390|issue:53881", "issue:65431|issue:66486", "issue:63178|issue:63611", "issue:62819|issue:67286", "issue:65119|issue:67435", "issue:64351|issue:65553", "issue:63992|issue:65317", "issue:66641|issue:67074" ], "prepared_review_unit_hash": "c85e68483df364de302a72977e0dcace07273527a6b83934ba21470ceabc187d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13565, "estimated_input_tokens": 3392, "estimated_eval_tokens": 7040 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Three pairs look like true duplicates: session model overrides resetting, isolated cron delivery failures, and the installer `trim()` crash. The rest are similar only at subsystem level, not the same concrete bug.", "confidence": 0.81, "canonical_issue_reason": "issue:66641 is the clearest representative: it names the exact installer crash point (\u201cSelect channel (QuickStart)\u201d) and the concrete `trim()` TypeError, making it the most actionable canonical issue.", "canonical_pr_reason": null, "best_issue_reason": "issue:66641 is the best global issue candidate because it is specific, reproducible, and matches the duplicate Chinese report with the same crash signature.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:54050", "right": "issue:64971", "accept": false, "reason": "Different bugs: OAuth credential refresh/import failure versus reply routing for externally-backed sessions." }, { "left": "issue:53390", "right": "issue:53881", "accept": false, "reason": "Both mention UI/page scrolling, but one is a browser snapshot viewport bug and the other is a log viewer height/layout issue." }, { "left": "issue:65431", "right": "issue:66486", "accept": false, "reason": "Both are image-tool related, but one is capability detection (`supports images`) and the other is local imageModel resolution/unknown-model handling." }, { "left": "issue:63178", "right": "issue:63611", "accept": true, "reason": "Both describe the selected model being lost/reset for a session on the next turn; the Telegram case looks like a specific repro of the broader per-session override loss." }, { "left": "issue:62819", "right": "issue:67286", "accept": true, "reason": "Same underlying isolated-cron delivery failure: blocked exec/session isolation prevents cron output or messages from being delivered." }, { "left": "issue:65119", "right": "issue:67435", "accept": false, "reason": "Different Ollama problems: model detection failing versus provider prefixing model IDs and causing 404s." }, { "left": "issue:64351", "right": "issue:65553", "accept": false, "reason": "Both involve QMD/OpenClaw, but one is sidecar auto-start and the other is a memory CLI hang; not the same concrete failure path." }, { "left": "issue:63992", "right": "issue:65317", "accept": false, "reason": "Unrelated bugs: session key writing hardcodes `DEFAULT_AGENT_ID` versus sandbox mutation-helper lookup failure." }, { "left": "issue:66641", "right": "issue:67074", "accept": true, "reason": "Same installer crash signature: `Cannot read properties of undefined (reading 'trim')` after channel selection / fresh install 4.14." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 240, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53425", "issue:53858", "issue:62880", "issue:62923", "issue:63441", "issue:64425", "issue:64667", "issue:64732", "issue:64971", "issue:65042", "issue:65247", "issue:66677", "issue:66784", "issue:67076", "issue:67150", "issue:67158", "issue:67237" ], "soft_pairs": [ "issue:63441|issue:66784", "issue:64732|issue:66784", "issue:53425|issue:67158", "issue:53858|issue:65042", "issue:67076|issue:67237", "issue:62880|issue:62923", "issue:66677|issue:67150", "issue:64971|issue:65247", "issue:64425|issue:64667" ], "prepared_review_unit_hash": "ddfee761d6d3b22e86fb259ebe30eba9e8c4151649decf9bb279c4184e9662b4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12562, "estimated_input_tokens": 3141, "estimated_eval_tokens": 6538 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, with two likely duplicate pairs and the rest appearing to be separate bugs. The strongest duplicate is the channel-selection onboarding issue; the package-entry regression for Telegram/Slack also looks like the same underlying defect.", "confidence": 0.77, "canonical_issue_reason": "Issue 66677 is the best issue anchor: it is concrete, closed, and directly matches 67150\u2019s channel-selection blocker.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66677 is the best overall issue candidate in this set because it has the clearest actionable duplicate evidence; the remaining items split into distinct bug themes.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63441", "right": "issue:66784", "accept": false, "reason": "Both are provider-config failures, but one is about multiple Ollama providers and the other is a Comfy schema-validation rejection; different bugs." }, { "left": "issue:64732", "right": "issue:66784", "accept": false, "reason": "CLI plugin allowlist handling and provider config validation are unrelated failure modes." }, { "left": "issue:53425", "right": "issue:67158", "accept": false, "reason": "Both involve OpenAI Codex OAuth/model rejection, but one is a tools.name pattern error after upgrade and the other is model-specific access rejection; not the same concrete bug." }, { "left": "issue:53858", "right": "issue:65042", "accept": false, "reason": "Nostr channel restart looping and Gmail watcher port conflicts are different subsystems with different symptoms." }, { "left": "issue:67076", "right": "issue:67237", "accept": false, "reason": "A specific undefined.trim crash does not match the vague general complaint well enough to treat as the same bug." }, { "left": "issue:62880", "right": "issue:62923", "accept": true, "reason": "Both describe the same published-package/setup-entry regression affecting Telegram, with 62923 expanding the impact to Slack as well." }, { "left": "issue:66677", "right": "issue:67150", "accept": true, "reason": "These describe the same channel-selection blocker; 66677 is the more specific QuickStart report and 67150 is the broader duplicate." }, { "left": "issue:64971", "right": "issue:65247", "accept": false, "reason": "Both mention Control UI/WebChat, but one is reply routing to the wrong channel and the other is a transcript-repair message leak during history replay." }, { "left": "issue:64425", "right": "issue:64667", "accept": false, "reason": "OAuth callback failures on VPS and invalid request scope are different OAuth problems, not the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 241, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53463", "issue:53705", "issue:53751", "issue:53790", "issue:53857", "issue:63441", "issue:64326", "issue:64528", "issue:64549", "issue:64676", "issue:64710", "issue:65043", "issue:65119", "issue:65559", "issue:66280", "issue:66784", "issue:67074", "issue:67100" ], "soft_pairs": [ "issue:53857|issue:65559", "issue:65119|issue:66784", "issue:64326|issue:64676", "issue:67074|issue:67100", "issue:63441|issue:64710", "issue:53463|issue:53705", "issue:64528|issue:64549", "issue:53751|issue:66280", "issue:53790|issue:65043" ], "prepared_review_unit_hash": "716ca4787f0175609fba5b0c974da348aba83faba0c3e72eb135c975276fd567", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13500, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are unrelated despite surface keyword overlap. The only likely duplicate is the two TypeError.trim reports (67074 and 67100), which appear to describe the same onboarding/channel-selection bug.", "confidence": 0.87, "canonical_issue_reason": "issue:67100 is the clearest and most specific report of the shared TypeError('trim') bug, and its title directly points to the failing channel-selection flow.", "canonical_pr_reason": null, "best_issue_reason": "issue:67100 is the best anchor for the cluster: it is specific, concise, and aligns closely with the duplicate Chinese report 67074 about the same trim-related failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53857", "right": "issue:65559", "accept": false, "reason": "Different subsystems and failure modes: web_search API auth/config vs allowBots webhook mention handling." }, { "left": "issue:65119", "right": "issue:66784", "accept": false, "reason": "Both involve model/provider setup, but one is Ollama detection and the other is comfy provider schema validation; not the same bug." }, { "left": "issue:64326", "right": "issue:64676", "accept": false, "reason": "Ollama token-count compaction bug vs gateway configuration persistence; no concrete code-path match." }, { "left": "issue:67074", "right": "issue:67100", "accept": true, "reason": "Both reports describe the same TypeError from calling trim on undefined during channel/onboarding flow, likely the same underlying bug." }, { "left": "issue:63441", "right": "issue:64710", "accept": false, "reason": "One is provider discovery across multiple Ollama providers; the other is request timeout against a specific Ollama model." }, { "left": "issue:53463", "right": "issue:53705", "accept": false, "reason": "Memory file overwrite/appending bug vs force-delete removing shared workspace files; unrelated operations." }, { "left": "issue:64528", "right": "issue:64549", "accept": false, "reason": "Workspace isolation leak in session-memory vs file indexing/watch not auto-refreshing; different behaviors." }, { "left": "issue:53751", "right": "issue:66280", "accept": false, "reason": "Google API auth/header 404 issue vs gateway model override routing/500 error; different request paths." }, { "left": "issue:53790", "right": "issue:65043", "accept": false, "reason": "Both are messaging-delivery regressions, but one is webchat tool replies and the other is Slack subagent posting; too different to merge as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 242, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53512", "issue:53955", "issue:54014", "issue:64048", "issue:64238", "issue:64351", "issue:64676", "issue:64839", "issue:64971", "issue:65976", "issue:66077", "issue:66339", "issue:66520", "issue:66523", "issue:66535", "issue:66688", "issue:66768", "issue:67530" ], "soft_pairs": [ "issue:53955|issue:64351", "issue:66520|issue:67530", "issue:64676|issue:64839", "issue:65976|issue:66339", "issue:53512|issue:66535", "issue:64048|issue:64971", "issue:64238|issue:66768", "issue:54014|issue:66523", "issue:66077|issue:66688" ], "prepared_review_unit_hash": "7006c0f2ce452c192f0582191b86b179618403f9385c2e47278463c4086d31e1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13167, "estimated_input_tokens": 3292, "estimated_eval_tokens": 6840 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly heterogeneous; the only likely duplicate pair is the two Ollama embedding-provider failures. The rest look like separate bugs spanning memory indexing, env vars, compaction, UI routing, and model/image handling.", "confidence": 0.79, "canonical_issue_reason": "No single canonical issue fits the whole set: most reports concern different subsystems and failure modes. The only clear overlap is the Ollama embedding-provider error pair.", "canonical_pr_reason": null, "best_issue_reason": "If forced to pick one representative, issue 66688 is the cleanest because it states the core Ollama provider lookup failure most directly; otherwise there is no good global best issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53955", "right": "issue:64351", "accept": false, "reason": "Both mention QMD, but one is memory indexing and the other is sidecar auto-start; different symptoms and code paths." }, { "left": "issue:66520", "right": "issue:67530", "accept": false, "reason": "Both involve Anthropic/Claude, but one is compaction triggering and the other is a UI meter display bug; not the same underlying change." }, { "left": "issue:64676", "right": "issue:64839", "accept": false, "reason": "Gateway config persistence and qwen image/model handling are unrelated bugs." }, { "left": "issue:65976", "right": "issue:66339", "accept": false, "reason": "Both are memory-related, but bridge-page cleanup/zero artifacts is distinct from SQLite lock contention during search." }, { "left": "issue:53512", "right": "issue:66535", "accept": false, "reason": "Agent switching after saturation and canceling /compact are separate session-control bugs." }, { "left": "issue:64048", "right": "issue:64971", "accept": false, "reason": "OpenClaw/Ollama setup issues do not match reply routing to the wrong customer channel." }, { "left": "issue:64238", "right": "issue:66768", "accept": false, "reason": "A qwen model-regression error is not the same as empty completed turns in the 2026.4.14 image." }, { "left": "issue:54014", "right": "issue:66523", "accept": false, "reason": "Both are environment-variable complaints, but they concern different variables and platforms, so they are not the same bug." }, { "left": "issue:66077", "right": "issue:66688", "accept": true, "reason": "Same error message and same provider name ('Unknown memory embedding provider: ollama'); both point to the same provider-resolution bug across memory command paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 243, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53547", "issue:53610", "issue:53858", "issue:53871", "issue:62470", "issue:64378", "issue:64946", "issue:65191", "issue:65685", "issue:66299", "issue:66535", "issue:66597", "issue:66598", "issue:67100", "issue:67353", "issue:67358", "issue:67459" ], "soft_pairs": [ "issue:53858|issue:53871", "issue:66597|issue:66598", "issue:53547|issue:53610", "issue:64946|issue:65191", "issue:62470|issue:66299", "issue:65685|issue:66535", "issue:64378|issue:67459", "issue:67100|issue:67353", "issue:67100|issue:67358" ], "prepared_review_unit_hash": "3f3898c64f06e991b278a0b43f15e477f46e13a5574921540d96a7ebb4b786ec", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12810, "estimated_input_tokens": 3203, "estimated_eval_tokens": 6662 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only three soft edges look like true duplicates: the two webchat flicker reports and two onboarding trim-TypeError reports tied to the same underlying flow. The remaining pairs are different bugs in different subsystems and should stay separate.", "confidence": 0.91, "canonical_issue_reason": "Issue #67100 is the best canonical issue candidate because it is the earliest and clearest report of the onboarding \"trim\" TypeError, and the other onboarding issues (#67353, #67358) appear to describe the same failure in adjacent steps or channel-specific variants.", "canonical_pr_reason": null, "best_issue_reason": "#67100 is the strongest representative issue in this set: it names the concrete failure, was filed first, and matches multiple near-duplicate reports of the same onboarding bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53858", "right": "issue:53871", "accept": false, "reason": "Different products/flows: Nostr provider restart loop vs Telegram channel configuration after upgrade. Similar wording around channel behavior is not enough to make them the same bug." }, { "left": "issue:66597", "right": "issue:66598", "accept": true, "reason": "Near-identical webchat bug reports with the same symptom, same version, and only trivial title wording differences; these are the same underlying flicker issue." }, { "left": "issue:53547", "right": "issue:53610", "accept": false, "reason": "Unrelated workspace-loading bootstrap bug vs avatar endpoint 404. They affect different code paths and different user-facing failures." }, { "left": "issue:64946", "right": "issue:65191", "accept": false, "reason": "Both involve plugins/config, but one is validator log spam from schema mismatch while the other is initialization ordering failure. Distinct failure modes and likely different fixes." }, { "left": "issue:62470", "right": "issue:66299", "accept": false, "reason": "Completely different areas: Gemini empty replies with thinking config vs ACP session-key resolution fallback. No shared underlying bug is evident." }, { "left": "issue:65685", "right": "issue:66535", "accept": false, "reason": "Queued followup typing-state cleanup and /compact cancellation are separate interaction bugs with different user actions and code paths." }, { "left": "issue:64378", "right": "issue:67459", "accept": false, "reason": "Slack workspace cwd routing bug and skills snapshot cache invalidation are unrelated. Same broad agent/workspace area, but not the same defect." }, { "left": "issue:67100", "right": "issue:67353", "accept": true, "reason": "Both report the same onboarding trim-related TypeError; #67353 appears to be the same bug surfacing even when channel selection is skipped." }, { "left": "issue:67100", "right": "issue:67358", "accept": true, "reason": "Same onboarding failure signature ('reading trim') during Telegram onboarding, which matches the root bug reported in #67100." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 244, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53425", "issue:53949", "issue:53959", "issue:63314", "issue:63641", "issue:64480", "issue:65067", "issue:65079", "issue:65238", "issue:65430", "issue:65608", "issue:65645", "issue:65686", "issue:66679", "issue:66784", "issue:67032", "issue:67412", "issue:67546" ], "soft_pairs": [ "issue:65645|issue:66784", "issue:65238|issue:65686", "issue:67032|issue:67412", "issue:65686|issue:66679", "issue:53949|issue:63314", "issue:53425|issue:53959", "issue:63641|issue:65079", "issue:65067|issue:67546", "issue:64480|issue:65430", "issue:63641|issue:65608" ], "prepared_review_unit_hash": "2cffb65247c59828b36f5d12df5185ea2112fe39bb156da22994a9b197f21953", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13807, "estimated_input_tokens": 3452, "estimated_eval_tokens": 7160 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly heterogeneous and the soft links are mostly false positives. Only the codex/tool-execution regression pair looks like a true duplicate; the rest are related only at a broad subsystem level or are clearly different bugs.", "confidence": 0.64, "canonical_issue_reason": "Issue #53959 is the broadest still-open report of the same 2026.3.23-2 codex/tool-execution regression, and it subsumes the more specific validation-error report in #53425.", "canonical_pr_reason": null, "best_issue_reason": "#53959 is the best representative issue because it is open, describes the core failure more generally (no tools executing), and aligns with the shared version/regression signal.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65645", "right": "issue:66784", "accept": false, "reason": "Both mention models/providers, but the bugs differ: one is about model visibility in the UI, the other is plugin config validation for Comfy providers." }, { "left": "issue:65238", "right": "issue:65686", "accept": false, "reason": "Both involve chat/session text, but one is a webchat placeholder/overflow symptom and the other is outbound cron delivery behavior." }, { "left": "issue:67032", "right": "issue:67412", "accept": false, "reason": "These are both control-UI display issues, but one is about image upload and lag while the other is message flicker/visibility; not the same concrete bug." }, { "left": "issue:65686", "right": "issue:66679", "accept": false, "reason": "Different failure modes: cron outbound text handling versus tools/actions not executing in Telegram/Slack chat triggers." }, { "left": "issue:53949", "right": "issue:63314", "accept": false, "reason": "Different platforms and code paths: Telegram inbound image download failure versus WhatsApp outbound media send failure." }, { "left": "issue:53425", "right": "issue:53959", "accept": true, "reason": "Both describe the same 2026.3.23-2 codex/OAuth regression where tools stop working; #53425 shows the validation error, #53959 shows the downstream symptom." }, { "left": "issue:63641", "right": "issue:65079", "accept": false, "reason": "Open-prose command/plugin failure is unrelated to package vulnerability reporting." }, { "left": "issue:65067", "right": "issue:67546", "accept": false, "reason": "Both mention onboarding, but the evidence is too vague to prove the same underlying bug; one is Windows-specific and the other is a generic onboarding feature report." }, { "left": "issue:64480", "right": "issue:65430", "accept": false, "reason": "Same subsystem (BlueBubbles) but different directions and symptoms: outbound delivery without Private API versus inbound image webhook ingestion failing." }, { "left": "issue:63641", "right": "issue:65608", "accept": false, "reason": "Completely different bugs: missing /prose command versus pnpm build failure from a hardcoded addon directory." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 245, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53269", "issue:53641", "issue:53871", "issue:53938", "issue:64668", "issue:64748", "issue:64775", "issue:64955", "issue:65045", "issue:65079", "issue:65685", "issue:65860", "issue:66254", "issue:66708", "issue:66784", "issue:67097", "issue:67100", "issue:67291" ], "soft_pairs": [ "issue:65685|issue:66708", "issue:53871|issue:66254", "issue:67100|issue:67291", "issue:65045|issue:67097", "issue:64775|issue:65079", "issue:53938|issue:64748", "issue:53269|issue:53641", "issue:65860|issue:66784", "issue:64668|issue:64955" ], "prepared_review_unit_hash": "1acaf3f45d8ecb7432930a0a2defed70748022efc9ff5bd171f2ef55e03d6ac7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13466, "estimated_input_tokens": 3367, "estimated_eval_tokens": 6990 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly heterogeneous. I only see two true duplicate pairs: the onboarding `trim` crash reports and the Active Memory slowdown/termination reports. The Discord attachment/media issues and all other pairs are related at a broad subsystem level but do not look like the same underlying bug.", "confidence": 0.93, "canonical_issue_reason": "No single canonical issue fits the whole set because the items split into several unrelated bugs; within the true duplicate pairs, `issue:67100` is the clearest root report for the onboarding `trim` crash.", "canonical_pr_reason": null, "best_issue_reason": "`issue:67100` is the best representative issue overall: it is specific, actionable, and directly states the failing code path, while `issue:67291` reads more like a duplicate/user-impact follow-up.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65685", "right": "issue:66708", "accept": true, "reason": "Same symptom and impact: Active Memory causes severe slowdown and runs terminate, with the problem disappearing when disabled. The titles describe the same bug." }, { "left": "issue:53871", "right": "issue:66254", "accept": false, "reason": "Both involve channel configuration state, but one is a Telegram upgrade regression and the other is a WeCom setup-status mismatch. Different channels and failure modes." }, { "left": "issue:67100", "right": "issue:67291", "accept": true, "reason": "Both report the same onboarding crash on `undefined.trim` while setting up channels; `67291` is a broader duplicate of the same code-path failure." }, { "left": "issue:65045", "right": "issue:67097", "accept": false, "reason": "These describe different problems: Codex OAuth `invalid_scope` on macOS versus manifest/model injection behavior in bundled plugins. No shared concrete bug." }, { "left": "issue:64775", "right": "issue:65079", "accept": false, "reason": "One is a Codex OAuth setup failure; the other is a package/security-vulnerability complaint. Not the same bug or fix." }, { "left": "issue:53938", "right": "issue:64748", "accept": false, "reason": "Feishu plugin duplication/gateway restart instability is unrelated to the memory-wiki CLI allowlist mismatch." }, { "left": "issue:53269", "right": "issue:53641", "accept": false, "reason": "Both mention Discord media handling, but one is about v2 model guidance/docs and silent media dropping, while the other is a concrete `message.send` attachment-loss bug. Similar area, not clearly the same underlying defect." }, { "left": "issue:65860", "right": "issue:66784", "accept": false, "reason": "A broken docs anchor in an error message is unrelated to provider config schema validation for Comfy and media/model support." }, { "left": "issue:64668", "right": "issue:64955", "accept": false, "reason": "Memory-wiki bridge import failure and xAI `SecretRef` resolution failure are different code paths and different failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 246, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53284", "issue:53376", "issue:53656", "issue:53790", "issue:53955", "issue:63752", "issue:64048", "issue:64238", "issue:64528", "issue:64938", "issue:65075", "issue:65191", "issue:65204", "issue:65334", "issue:66611", "issue:66624", "issue:66679", "issue:67525" ], "soft_pairs": [ "issue:64938|issue:65191", "issue:53284|issue:65075", "issue:53790|issue:66679", "issue:66624|issue:67525", "issue:63752|issue:65334", "issue:65204|issue:66611", "issue:53376|issue:53656", "issue:53955|issue:64528", "issue:64048|issue:64238" ], "prepared_review_unit_hash": "e54c5fba9edab55acc9054ddf5bad57be7e33de508903033cea00721f8889e58", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13416, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports. The only strong duplicate-looking pair is the Cron isolated-session workspace problem: messages not persisting in the web UI and falling back to the main workspace appear to describe the same underlying bug.", "confidence": 0.91, "canonical_issue_reason": "issue:65075 is the clearest, most specific report of the Cron isolated-session workspace bug, describing the fallback to the main workspace directly and succinctly.", "canonical_pr_reason": null, "best_issue_reason": "issue:65075 is the best representative issue overall because it most precisely states the root behavior and is the strongest duplicate anchor among the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64938", "right": "issue:65191", "accept": false, "reason": "Both are startup-related, but one is about provider catalog registration and unknown models while the other is about plugin config loading order. Different code paths and failure modes." }, { "left": "issue:53284", "right": "issue:65075", "accept": true, "reason": "Both describe the same Cron isolated-session workspace bug: isolated session state/messages are not staying in the intended workspace and appear to fall back or fail to persist in the UI." }, { "left": "issue:53790", "right": "issue:66679", "accept": false, "reason": "Both mention message/tool execution issues, but one is webchat delivery of tool replies and the other is Telegram/Slack actions not executing. Too broad and not clearly the same concrete bug." }, { "left": "issue:66624", "right": "issue:67525", "accept": false, "reason": "These are different crashes: one during onboard/channel selection due to trim on undefined, the other in doctor while clearing callback dedupe state." }, { "left": "issue:63752", "right": "issue:65334", "accept": false, "reason": "Unrelated problems: Anthropic API key resolution versus CLI version reporting." }, { "left": "issue:65204", "right": "issue:66611", "accept": false, "reason": "Both involve Chrome/browser, but one cannot start Chrome while the other fails to attach to an already running Chrome via CDP. Different failure points." }, { "left": "issue:53376", "right": "issue:53656", "accept": false, "reason": "Both are Feishu plugin issues, but one is a send API 400 about receive_id_type and the other is a card-field validation bug blocking pure media messages. Different bugs." }, { "left": "issue:53955", "right": "issue:64528", "accept": false, "reason": "Memory-related but not the same issue: one is indexing/memory_search returning empty, the other is session-memory workspace isolation." }, { "left": "issue:64048", "right": "issue:64238", "accept": false, "reason": "Both touch model/provider handling, but one is vague openclaw/ollama qwen setup and the other is a specific regression for unknown model qwen/qwen3.6-plus. Not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 247, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:62875", "issue:62880", "issue:62905", "issue:64011", "issue:64277", "issue:64528", "issue:64971", "issue:65054", "issue:65431", "issue:65510", "issue:65613", "issue:65861", "issue:65949", "issue:66176", "issue:66625", "issue:66769", "issue:66799", "issue:67131" ], "soft_pairs": [ "issue:64971|issue:66176", "issue:62880|issue:62905", "issue:65054|issue:67131", "issue:62875|issue:62880", "issue:66769|issue:66799", "issue:64277|issue:65949", "issue:65510|issue:66769", "issue:64011|issue:65613", "issue:65431|issue:66625", "issue:64528|issue:65861" ], "prepared_review_unit_hash": "59fcfe76b4c3a2b5c03e6bd9f36bfbd1c613d1315c30a8612a637e3f3ddb33a5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13712, "estimated_input_tokens": 3428, "estimated_eval_tokens": 7112 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly unrelated issues, with one clear duplicate set about the Telegram bundled extension/package missing `src/channel.setup.js` / the `src` directory in 2026.4.7. No pull requests are present.", "confidence": 0.89, "canonical_issue_reason": "Issue #62880 is the most precise root-cause report: it names the exact missing file and the published-package packaging problem.", "canonical_pr_reason": null, "best_issue_reason": "Issue #62880 is the strongest standalone issue to keep because it is specific, actionable, and directly describes the packaging defect.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64971", "right": "issue:66176", "accept": false, "reason": "Different products and failures: control-UI reply routing for externally-backed sessions vs a webchat message flicker." }, { "left": "issue:62880", "right": "issue:62905", "accept": true, "reason": "Same underlying Telegram packaging bug: the published bundle is missing `src/channel.setup.js`, causing startup failure." }, { "left": "issue:65054", "right": "issue:67131", "accept": false, "reason": "Both involve baseUrl handling, but they affect different code paths and providers (MiniMax usage polling vs OpenAI Codex model persistence)." }, { "left": "issue:62875", "right": "issue:62880", "accept": true, "reason": "Same Telegram bundled-plugin packaging defect; one report is broader (`src/` missing) and the other names the missing file." }, { "left": "issue:66769", "right": "issue:66799", "accept": false, "reason": "One is secret leakage in `skills.update`; the other is an authorization/file-read vulnerability in `agents.files.get`." }, { "left": "issue:64277", "right": "issue:65949", "accept": false, "reason": "Different chat systems and bugs: Slack mention bypass in thread replies vs Discord thread sessions not picking up browser capability." }, { "left": "issue:65510", "right": "issue:66769", "accept": false, "reason": "Firecrawl SecretRef handling vs gateway secret echoing are distinct secret-related bugs with different surfaces and causes." }, { "left": "issue:64011", "right": "issue:65613", "accept": false, "reason": "Both are Discord stability issues, but one is a Windows zombie-connection crash and the other is a stale-socket health-monitor restart loop." }, { "left": "issue:65431", "right": "issue:66625", "accept": false, "reason": "Both concern image-tool/model capability, but one is a config capability mismatch and the other is a Minimax VLM runtime failure." }, { "left": "issue:64528", "right": "issue:65861", "accept": false, "reason": "Workspace-isolation leakage in a session-memory hook is unrelated to a labeler rule pointing at a nonexistent directory." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 248, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53311", "issue:53938", "issue:54010", "issue:64251", "issue:64282", "issue:64716", "issue:65026", "issue:65064", "issue:65191", "issue:65204", "issue:65368", "issue:65521", "issue:65529", "issue:65685", "issue:66189", "issue:67170", "issue:67291", "issue:67516" ], "soft_pairs": [ "issue:67291|issue:67516", "issue:53311|issue:65191", "issue:65368|issue:66189", "issue:65529|issue:67170", "issue:54010|issue:65026", "issue:53938|issue:65064", "issue:64251|issue:65685", "issue:65204|issue:65521", "issue:64282|issue:64716" ], "prepared_review_unit_hash": "4b0ff97250b2f39641ec124b71a2654ea0e239121219065d1a06847d66d4b842", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13121, "estimated_input_tokens": 3281, "estimated_eval_tokens": 6818 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Two clear duplicate issue pairs stand out: the onboarding trim() crash reports, and the plugin duplication/startup registration reports. The remaining pairs are related by subsystem only and look like different bugs.", "confidence": 0.81, "canonical_issue_reason": "issue:67291 is the stronger canonical report for the onboarding crash: it has the fuller user description, more discussion and inbound references, and the same trim() TypeError as issue:67516.", "canonical_pr_reason": null, "best_issue_reason": "issue:67291 is the best overall issue to anchor this cluster because it is the most complete and broadly referenced report for the same underlying onboarding bug; issue:67516 reads like a shorter duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67291", "right": "issue:67516", "accept": true, "reason": "Same onboarding failure: both report Cannot read properties of undefined (reading 'trim') during channel setup/onboarding." }, { "left": "issue:53311", "right": "issue:65191", "accept": false, "reason": "Both involve plugins at startup, but one is a missing-installed-plugin crash loop and the other is config loading order; too different to treat as the same bug." }, { "left": "issue:65368", "right": "issue:66189", "accept": false, "reason": "Both are build/dist missing-file failures, but they reference different chunks, different commands, and different failure modes." }, { "left": "issue:65529", "right": "issue:67170", "accept": false, "reason": "Different providers and symptoms: Edge TTS registration vs talk-voice audio delivery to Telegram." }, { "left": "issue:54010", "right": "issue:65026", "accept": false, "reason": "Both are message-echo/leak problems, but they affect different channels and likely different code paths." }, { "left": "issue:53938", "right": "issue:65064", "accept": true, "reason": "Both describe plugin duplication during startup caused by normalization/registration running twice; same underlying startup registration bug." }, { "left": "issue:64251", "right": "issue:65685", "accept": false, "reason": "One is a CLI-backed model follow-up execution failure; the other is a typing-indicator state bug for queued followups." }, { "left": "issue:65204", "right": "issue:65521", "accept": false, "reason": "Both concern Chrome startup, but 65521 is specifically Windows managed browser launch with CDP never binding, while 65204 is too generic to confidently merge." }, { "left": "issue:64282", "right": "issue:64716", "accept": false, "reason": "Cannot update is unrelated to Android npm install failure from @lancedb/lancedb platform restrictions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 249, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53386", "issue:53425", "issue:53912", "issue:53926", "issue:64238", "issue:64283", "issue:64762", "issue:64814", "issue:64850", "issue:65498", "issue:65863", "issue:65971", "issue:66153", "issue:66470", "issue:66579", "issue:66674", "issue:67192" ], "soft_pairs": [ "issue:53386|issue:66579", "issue:64814|issue:65863", "issue:64762|issue:67192", "issue:66153|issue:66579", "issue:64238|issue:64850", "issue:53926|issue:64283", "issue:53425|issue:66674", "issue:53912|issue:65971", "issue:65498|issue:66470" ], "prepared_review_unit_hash": "b2e86dcee10418fdfa00c4ab6867f1ad278975b7815c896fff201070b7953973", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12916, "estimated_input_tokens": 3229, "estimated_eval_tokens": 6714 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All suggested soft links look like false positives: the issues share broad keywords or subsystems, but each pair describes a different concrete bug or change path.", "confidence": 0.94, "canonical_issue_reason": "No canonical issue stands out; the cluster is only superficially similar and does not converge on one underlying defect.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue to represent this set, since the items are not true duplicates of one another.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53386", "right": "issue:66579", "accept": false, "reason": "Both are WhatsApp-related, but one is a fromMe echo/mention loop and the other is auto-reply plugin-hook cancellation; different code paths." }, { "left": "issue:64814", "right": "issue:65863", "accept": false, "reason": "Plugin register() sees null config, while the other is a missing docs entry; unrelated bug vs documentation issue." }, { "left": "issue:64762", "right": "issue:67192", "accept": false, "reason": "Multipart/FormData corruption from SSRF guard is unrelated to Mistral reasoning crash from a missing stream wrapper." }, { "left": "issue:66153", "right": "issue:66579", "accept": false, "reason": "Both involve WhatsApp automation, but self mode vs auto-reply hook handling are distinct behaviors and fixes." }, { "left": "issue:64238", "right": "issue:64850", "accept": false, "reason": "Model-name regression and backend-unavailable spawn failure are separate failures in different layers." }, { "left": "issue:53926", "right": "issue:64283", "accept": false, "reason": "Both are install-time environment persistence problems, but they affect different variables and service setup flows." }, { "left": "issue:53425", "right": "issue:66674", "accept": false, "reason": "Both mention codex/GPT errors, but one is invalid tool-name validation and the other is misreported HTML rawError/DNS handling." }, { "left": "issue:53912", "right": "issue:65971", "accept": false, "reason": "Gateway instability is too broad here: one is a startup restart loop in Docker, the other is a later macOS processing stall." }, { "left": "issue:65498", "right": "issue:66470", "accept": false, "reason": "Both concern turn lifecycle, but losing a final reply after interrupts is not the same bug as UI staying in pondering after completion." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 250, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53666", "issue:53749", "issue:53766", "issue:53870", "issue:62864", "issue:64036", "issue:64528", "issue:64783", "issue:65165", "issue:65368", "issue:65840", "issue:65844", "issue:65875", "issue:66480", "issue:66621", "issue:67334", "issue:67394" ], "soft_pairs": [ "issue:64528|issue:65875", "issue:64036|issue:65844", "issue:64783|issue:67394", "issue:66480|issue:66621", "issue:53749|issue:53766", "issue:62864|issue:67334", "issue:53273|issue:65368", "issue:65165|issue:65840", "issue:53666|issue:53870" ], "prepared_review_unit_hash": "a04d13edc4a1db4a38366d6b088852a61ee2a9146dd26c4e8abea3ac2468053e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13552, "estimated_input_tokens": 3388, "estimated_eval_tokens": 7032 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly noisy and contains one clear duplicate pair: the message tool schema/buttons-required bug. The other soft pairs are thematically similar but appear to describe different concrete failures, so they should stay separate.", "confidence": 0.89, "canonical_issue_reason": "issue:53749 is the broadest, clearest description of the duplicate message-tool buttons-required schema bug; issue:53766 is a narrower action-specific report of the same problem.", "canonical_pr_reason": null, "best_issue_reason": "issue:53749 is the best canonical issue candidate because it states the underlying schema bug generally and is open.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64528", "right": "issue:65875", "accept": false, "reason": "Both involve session behavior, but one is per-agent workspace isolation and the other is clearing a session model override; different bugs." }, { "left": "issue:64036", "right": "issue:65844", "accept": false, "reason": "Trailing whitespace in chunking is unrelated to the auth/profile collapse regression." }, { "left": "issue:64783", "right": "issue:67394", "accept": false, "reason": "Different delivery paths and platforms: Feishu bot init error vs WhatsApp group reply delivery failure." }, { "left": "issue:66480", "right": "issue:66621", "accept": false, "reason": "Related to webchat images, but one is a feature request for upload/paste support and the other is rendering of already-sent attachments." }, { "left": "issue:53749", "right": "issue:53766", "accept": true, "reason": "Same underlying message-tool bug: the schema incorrectly requires buttons for actions where they should be optional/not present." }, { "left": "issue:62864", "right": "issue:67334", "accept": false, "reason": "Both mention timeouts, but the contexts differ: embedded run failover with lm-studio/qwen vs Ollama session timeout after upgrade." }, { "left": "issue:53273", "right": "issue:65368", "accept": false, "reason": "Both concern update/plugin breakage, but the concrete failures differ: path/sourcePath mapping vs missing hashed runtime chunk." }, { "left": "issue:65165", "right": "issue:65840", "accept": false, "reason": "Image upload unsupported by model vs unknown registered image model are distinct problems, even though both touch image handling." }, { "left": "issue:53666", "right": "issue:53870", "accept": false, "reason": "Memory index showing 0 chunks and package release security-scan pending are unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 251, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53232", "issue:53466", "issue:53938", "issue:53949", "issue:62864", "issue:64667", "issue:65045", "issue:65204", "issue:65281", "issue:65428", "issue:65571", "issue:66131", "issue:66254", "issue:66288", "issue:66937", "issue:67032", "issue:67182", "issue:67357" ], "soft_pairs": [ "issue:65281|issue:66288", "issue:66288|issue:67032", "issue:62864|issue:66937", "issue:53938|issue:66131", "issue:53938|issue:66254", "issue:53232|issue:53949", "issue:64667|issue:65045", "issue:65204|issue:65571", "issue:67182|issue:67357", "issue:53466|issue:65428" ], "prepared_review_unit_hash": "cef740c559a742cba978653084e858c8351944db98db6dae875c75210f7045f3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13721, "estimated_input_tokens": 3431, "estimated_eval_tokens": 7118 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most candidate pairs are related only by subsystem or vague similarity and should stay separate. Two pairs look like the same underlying OAuth/authentication bug and can be merged as duplicates.", "confidence": 0.74, "canonical_issue_reason": "issue:65045 is the clearest, most specific report of the OpenAI Codex OAuth invalid_scope failure; issue:64667 is the broader variant of the same auth-scope problem.", "canonical_pr_reason": null, "best_issue_reason": "issue:65045 is the best representative issue because it names the concrete failure mode directly and is more specific than the related duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65281", "right": "issue:66288", "accept": false, "reason": "Both involve webchat images, but one is about paste/send failing while the other is about images disappearing after reply; these are different code paths and symptoms." }, { "left": "issue:66288", "right": "issue:67032", "accept": false, "reason": "Shared webchat image-upload theme, but 67032 also includes message display lag and a different UI regression; not the same underlying bug." }, { "left": "issue:62864", "right": "issue:66937", "accept": false, "reason": "One is an embedded run timeout/failover decision, the other is LM Studio API key handling; unrelated bugs." }, { "left": "issue:53938", "right": "issue:66131", "accept": false, "reason": "Both mention plugins/gateway startup, but one is Feishu duplication/restart instability and the other is invalid plugin IDs in config validation; different failures." }, { "left": "issue:53938", "right": "issue:66254", "accept": false, "reason": "Feishu duplication/restart instability is not the same as WeCom showing SETUP/no token despite valid config." }, { "left": "issue:53232", "right": "issue:53949", "accept": false, "reason": "Media-understanding provider registration after upgrade is unrelated to Telegram image download being silently skipped." }, { "left": "issue:64667", "right": "issue:65045", "accept": true, "reason": "Both report OpenAI Codex OAuth invalid_scope failures; 65045 is the more specific macOS variant of the same underlying auth bug." }, { "left": "issue:65204", "right": "issue:65571", "accept": false, "reason": "Both mention Chrome startup, but the evidence is too generic on 65204 to confirm the same concrete CDP/port failure described in 65571." }, { "left": "issue:67182", "right": "issue:67357", "accept": false, "reason": "Telegram file download with proxy/DNS token issues is unrelated to Discord file sending bugs." }, { "left": "issue:53466", "right": "issue:65428", "accept": true, "reason": "Both center on credential refresh/auth epoch handling for Codex; 65428 points to the same credential-overwrite/auth-failure path described in 53466." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 252, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53582", "issue:53721", "issue:53824", "issue:53831", "issue:62884", "issue:64003", "issue:64602", "issue:65117", "issue:65375", "issue:65428", "issue:65430", "issue:65600", "issue:66153", "issue:66952", "issue:67135", "issue:67286", "issue:67291", "issue:67366" ], "soft_pairs": [ "issue:62884|issue:65117", "issue:64003|issue:64602", "issue:65600|issue:67135", "issue:53824|issue:67286", "issue:65428|issue:66952", "issue:53721|issue:53831", "issue:65375|issue:65430", "issue:53582|issue:66153", "issue:67291|issue:67366" ], "prepared_review_unit_hash": "50d606409ec6a2b3a42add3ea4f59b6af1f38c498d2014e3bb29c94401d2e3db", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13534, "estimated_input_tokens": 3384, "estimated_eval_tokens": 7024 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. The only clear duplicate pair is the memory-core idempotencyKey bug; the other pairs share broad subsystems or superficial symptom overlap but do not look like the same underlying issue.", "confidence": 0.82, "canonical_issue_reason": "issue:64003 is the best canonical issue for the one true duplicate pair: it states the root cause directly (missing idempotencyKey) rather than the downstream symptom.", "canonical_pr_reason": null, "best_issue_reason": "issue:64003 is the strongest representative because it is the clearest root-cause report and broader than the symptom-only duplicate issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62884", "right": "issue:65117", "accept": false, "reason": "Both concern outbound media handling, but they describe different channels and different failure modes; not enough evidence of the same code-path bug." }, { "left": "issue:64003", "right": "issue:64602", "accept": true, "reason": "These describe the same memory-core idempotencyKey problem; one reports the missing property and the other reports the required-error symptom." }, { "left": "issue:65600", "right": "issue:67135", "accept": false, "reason": "Both involve context/memory behavior, but one is a token-freshness state bug and the other is a webchat meter/session-weight issue; not the same defect." }, { "left": "issue:53824", "right": "issue:67286", "accept": false, "reason": "Both are cron-related, but one is an Unknown Channel failure after restart and the other is exec-blocked delivery failure; different root causes." }, { "left": "issue:65428", "right": "issue:66952", "accept": false, "reason": "Both involve auth/refresh state, but one is a hash/epoch computation bug and the other is an OAuth refresh race plus status misreporting; not the same bug." }, { "left": "issue:53721", "right": "issue:53831", "accept": false, "reason": "Different channels and different startup failures; no clear shared underlying code-path." }, { "left": "issue:65375", "right": "issue:65430", "accept": false, "reason": "Both are inbound webhook problems, but one blocks LINE webhook responses while the other drops BlueBubbles image attachments; unrelated failure modes." }, { "left": "issue:53582", "right": "issue:66153", "accept": false, "reason": "Both mention self-chat/self mode, but the platforms and symptoms differ substantially; not clearly the same underlying issue." }, { "left": "issue:67291", "right": "issue:67366", "accept": false, "reason": "Both are onboarding crashes, but one is a general trim() undefined failure and the other is a Telegram token replacement TypeError; too little evidence they are the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 253, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53376", "issue:53628", "issue:53709", "issue:53739", "issue:53766", "issue:53863", "issue:54070", "issue:64326", "issue:65422", "issue:65443", "issue:65600", "issue:65848", "issue:65917", "issue:66096", "issue:66523", "issue:66693", "issue:67256", "issue:67516" ], "soft_pairs": [ "issue:64326|issue:65600", "issue:65422|issue:65443", "issue:66693|issue:67516", "issue:53863|issue:66096", "issue:53709|issue:66523", "issue:53376|issue:53739", "issue:65917|issue:67256", "issue:53766|issue:54070", "issue:53628|issue:65848" ], "prepared_review_unit_hash": "4439ec61cbe2cd2fc92ff16bf86593b0c706b2a74c155c4f178ca1ed28a107e4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13282, "estimated_input_tokens": 3321, "estimated_eval_tokens": 6898 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports across different features. I only see two convincing duplicate pairs: the onboarding trim TypeError reports, and the message-tool buttons validation reports. The rest are too domain- or symptom-different to merge.", "confidence": 0.77, "canonical_issue_reason": "issue:66693 is the strongest canonical issue candidate: it has the clearest reproduction of the onboarding trim TypeError and a near-exact duplicate in issue:67516.", "canonical_pr_reason": null, "best_issue_reason": "issue:66693 is the best representative issue because it is specific, well-described, and has the strongest duplicate signal among the items.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64326", "right": "issue:65600", "accept": false, "reason": "Both concern token/compaction behavior, but they describe different bugs: one is a hardcoded Ollama context limit, the other is a stale freshness flag skipping pre-flight compaction." }, { "left": "issue:65422", "right": "issue:65443", "accept": false, "reason": "Different products and failure modes: Slack thread recovery after gateway restart versus Telegram direct-chat TTS delivery." }, { "left": "issue:66693", "right": "issue:67516", "accept": true, "reason": "These are the same onboarding bug: both report a TypeError reading 'trim' from undefined, with only wording differences in the title." }, { "left": "issue:53863", "right": "issue:66096", "accept": false, "reason": "Both are npm packaging problems, but they affect different missing artifacts and different runtime failures." }, { "left": "issue:53709", "right": "issue:66523", "accept": false, "reason": "Unrelated bugs: invalid GH_TOKEN propagation in subprocesses versus Windows ignoring OPENCLAW_STATE_DIR." }, { "left": "issue:53376", "right": "issue:53739", "accept": false, "reason": "Both mention Feishu, but one is a 400 API parameter error and the other is a post-upgrade message delivery regression with memory-lancedb; not the same code-path bug." }, { "left": "issue:65917", "right": "issue:67256", "accept": false, "reason": "No clear overlap beyond being bug reports; blank-title onboarding issue is unrelated to WeCom MEDIA file sending." }, { "left": "issue:53766", "right": "issue:54070", "accept": true, "reason": "These describe the same message-tool validation bug: interactive/react flows incorrectly require buttons or an empty buttons array even when buttons are not being used." }, { "left": "issue:53628", "right": "issue:65848", "accept": false, "reason": "Both are about skill installation, but one is specifically XDG_CONFIG_HOME handling while the other is a broader Python-script install failure; not enough evidence they are the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 254, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53376", "issue:53386", "issue:53390", "issue:53656", "issue:53735", "issue:53783", "issue:53798", "issue:53813", "issue:63516", "issue:64277", "issue:64783", "issue:65078", "issue:65363", "issue:65470", "issue:66406", "issue:66611", "issue:66799", "issue:66832" ], "soft_pairs": [ "issue:53735|issue:53813", "issue:53783|issue:65470", "issue:53656|issue:53798", "issue:63516|issue:64783", "issue:53390|issue:66611", "issue:53376|issue:66406", "issue:66799|issue:66832", "issue:65078|issue:65363", "issue:53386|issue:64277" ], "prepared_review_unit_hash": "59de828e4a171390d6746a86760606a234a6fd0b4ea7f6f88a074fe5a209d1ba", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13497, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: each soft pair shares only broad subsystem or wording similarity, but the concrete bugs are different. I would not merge any of the suggested pairs as duplicates.", "confidence": 0.96, "canonical_issue_reason": "Issue 53376 is the strongest representative among the set: it is a concrete, reproducible Feishu send failure, open, and well-scoped compared with the others.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53376 is the best overall issue candidate because it is specific, actionable, and appears to be the clearest bug report in the group.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53735", "right": "issue:53813", "accept": false, "reason": "Both involve missing/incorrect parameters, but one is a Kimi model tool-call issue and the other is an exec-tool consecutive-call bug; different code paths and fixes." }, { "left": "issue:53783", "right": "issue:65470", "accept": false, "reason": "Both mention sessions_send, but one is a Telegram visibility mismatch and the other is a concurrency default problem in CommandLane.Nested; not the same bug." }, { "left": "issue:53656", "right": "issue:53798", "accept": false, "reason": "Both are Feishu message-format problems, but one blocks pure-media sending due to a card-field validation issue while the other only omits audio duration display." }, { "left": "issue:63516", "right": "issue:64783", "accept": false, "reason": "Telegram polling stalls/heartbeat failures are unrelated to a Feishu group mention ReferenceError; different platforms and failure modes." }, { "left": "issue:53390", "right": "issue:66611", "accept": false, "reason": "Both are browser-related, but snapshot viewport handling and attachOnly CDP connection are separate code paths with different symptoms and fixes." }, { "left": "issue:53376", "right": "issue:66406", "accept": false, "reason": "Both are Feishu API bugs, but one is message send requiring receive_id_type and the other is invalid reaction type handling; different endpoints and validation." }, { "left": "issue:66799", "right": "issue:66832", "accept": false, "reason": "Both raise operator.read security concerns, but one is arbitrary file read and the other is log redaction leakage; related theme, not the same defect." }, { "left": "issue:65078", "right": "issue:65363", "accept": false, "reason": "One is a Telegram transcript visibility regression in the web UI, the other is a Gemini CLI provider template-ID mapping failure; unrelated root causes." }, { "left": "issue:53386", "right": "issue:64277", "accept": false, "reason": "Both involve reply/mention filtering, but one is a WhatsApp fromMe echo loop and the other is Slack thread replies bypassing requireMention; different platform logic." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 255, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53232", "issue:53386", "issue:53687", "issue:53831", "issue:53871", "issue:53912", "issue:62864", "issue:64775", "issue:65067", "issue:65848", "issue:66078", "issue:66153", "issue:66624", "issue:66688", "issue:67051", "issue:67357", "issue:67358" ], "soft_pairs": [ "issue:66624|issue:67358", "issue:62864|issue:64775", "issue:53912|issue:65067", "issue:66078|issue:66688", "issue:53386|issue:66153", "issue:67051|issue:67357", "issue:53232|issue:53687", "issue:53912|issue:65848", "issue:53831|issue:53871" ], "prepared_review_unit_hash": "3581d6bb895087ad4b1a6366b20d7007ac15931c64c4f20a4d5d96112a55a1a2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12752, "estimated_input_tokens": 3188, "estimated_eval_tokens": 6632 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a mixed cluster of unrelated bugs with three clear duplicate pairs: Telegram onboarding trim errors, media-understanding provider registration errors, and Ollama memory embedding provider errors. The remaining soft links look like broad-topic false positives rather than the same underlying bug.", "confidence": 0.76, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66624", "right": "issue:67358", "accept": true, "reason": "Same concrete onboarding bug: both report a TypeError from reading 'trim' on undefined during channel selection/onboarding." }, { "left": "issue:62864", "right": "issue:64775", "accept": false, "reason": "Different failures and code paths: embedded run timeout failover vs Codex OAuth setup error." }, { "left": "issue:53912", "right": "issue:65067", "accept": false, "reason": "Both are setup/startup problems, but the symptoms and likely code paths are unrelated (Docker gateway restart loop vs Windows onboarding failure)." }, { "left": "issue:66078", "right": "issue:66688", "accept": true, "reason": "Same underlying bug: both are the Ollama memory embedding provider error, one during memory index and one as the direct error report." }, { "left": "issue:53386", "right": "issue:66153", "accept": false, "reason": "Both mention WhatsApp, but one is fromMe echo filtering and the other is self-mode vs Meta AI chat; not clearly the same bug." }, { "left": "issue:67051", "right": "issue:67357", "accept": false, "reason": "These are different issues; one is WebUI skill config validation, the other is Discord file sending behavior." }, { "left": "issue:53232", "right": "issue:53687", "accept": true, "reason": "Same underlying media-understanding/provider registration problem, with one report phrased generally and the other triggered by webchat image/PDF visual inspection." }, { "left": "issue:53912", "right": "issue:65848", "accept": false, "reason": "Different subsystems and symptoms: Docker gateway restart loop vs skill installation via Python script." }, { "left": "issue:53831", "right": "issue:53871", "accept": false, "reason": "Different modules and failure modes: Discord startup on Windows vs Telegram channel configuration after upgrade." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 256, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53769", "issue:62819", "issue:62864", "issue:63992", "issue:64464", "issue:64729", "issue:64978", "issue:65204", "issue:65565", "issue:65686", "issue:66121", "issue:66624", "issue:66981", "issue:67102", "issue:67107", "issue:67408" ], "soft_pairs": [ "issue:53769|issue:62819", "issue:62864|issue:66981", "issue:64729|issue:66121", "issue:64464|issue:65204", "issue:67102|issue:67408", "issue:53384|issue:65686", "issue:66624|issue:67107", "issue:64978|issue:65204", "issue:63992|issue:65565" ], "prepared_review_unit_hash": "440e6a3504929edf614dd443ae5b3a12a7bb01b45ca37080d2d24e1478299950", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12867, "estimated_input_tokens": 3217, "estimated_eval_tokens": 6690 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Loose cluster of mostly unrelated bug reports. Several pairs share a subsystem keyword (Chrome startup, cron delivery, OpenRouter, plugins/config), but the concrete failures differ enough that they should not be merged as duplicates.", "confidence": 0.41, "canonical_issue_reason": "No single issue cleanly represents the whole cluster; if forced to pick one anchor, 64464 is the most concrete browser-startup root-cause report (missing DISPLAY) among the Chrome-related subset.", "canonical_pr_reason": null, "best_issue_reason": "64464 is the strongest standalone issue for triage because it states a specific failure mode and likely root cause, making it the best canonical anchor for the browser-startup subset.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53769", "right": "issue:62819", "accept": false, "reason": "Both involve cron delivery to chat channels, but one is Slack unsupported-channel routing and the other is QQ isolated-session send failure; different concrete bugs." }, { "left": "issue:62864", "right": "issue:66981", "accept": false, "reason": "Different subsystems and symptoms: embedded run timeout/failover vs browser/gateway timeout." }, { "left": "issue:64729", "right": "issue:66121", "accept": false, "reason": "Same config area, but stale plugin-ID handling and a doctor false positive are distinct bugs." }, { "left": "issue:64464", "right": "issue:65204", "accept": false, "reason": "Both mention Chrome startup, but 64464 is a specific DISPLAY-env initialization bug while 65204 is only a generic cannot-start report." }, { "left": "issue:67102", "right": "issue:67408", "accept": false, "reason": "Both mention OpenRouter/streaming, but one is a tool-call/UI issue and the other is a stream/parser bug; too broad to merge." }, { "left": "issue:53384", "right": "issue:65686", "accept": false, "reason": "One is a streaming assistant-turn text drop bug; the other is cron outbound delivery verbosity/selection behavior. Different code paths." }, { "left": "issue:66624", "right": "issue:67107", "accept": false, "reason": "67107 has no usable title and no evidence it is the same onboarding/channel-selection trim bug." }, { "left": "issue:64978", "right": "issue:65204", "accept": false, "reason": "64978 is a false-negative Chrome startup validation despite DevTools being live; 65204 is an unspecific startup failure and may have other causes." }, { "left": "issue:63992", "right": "issue:65565", "accept": false, "reason": "Both are about default agent/config, but one is a session-key write regression and the other is dashboard defaultId config validation; not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 257, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53232", "issue:53517", "issue:53618", "issue:53751", "issue:62868", "issue:62880", "issue:64017", "issue:64244", "issue:64480", "issue:64517", "issue:64831", "issue:65072", "issue:65590", "issue:65860", "issue:66637", "issue:66718", "issue:66839", "issue:67483" ], "soft_pairs": [ "issue:53232|issue:64244", "issue:64480|issue:64831", "issue:62868|issue:62880", "issue:53618|issue:65072", "issue:66718|issue:67483", "issue:66637|issue:66839", "issue:53517|issue:65860", "issue:64017|issue:64517", "issue:53751|issue:65590" ], "prepared_review_unit_hash": "99ab2391a4e18b031591f3f20c32f70c038b5b1554c71255d464075873962de9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13373, "estimated_input_tokens": 3344, "estimated_eval_tokens": 6944 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: only the Telegram package file-missing reports look like a true duplicate pair. The other soft edges are superficial similarity across different bugs and should stay separate.", "confidence": 0.71, "canonical_issue_reason": "No single cluster-wide canonical issue stands out because the items span unrelated bugs. If one representative must be chosen, #62880 is the cleanest canonical for the only clear duplicate pair because it directly names the missing `src/channel.setup.js` packaging defect.", "canonical_pr_reason": "No pull requests are present in this cluster.", "best_issue_reason": "#62880 is the best issue to anchor the cluster only insofar as there is one clear duplicate pair; it is the most concrete and package-specific description of the Telegram published-package bug. The rest of the issues are not close enough to collapse into the same report.", "best_pr_reason": "No pull requests are present in this cluster.", "soft_edge_verdicts": [ { "left": "issue:53232", "right": "issue:64244", "accept": false, "reason": "Both mention media/image-related behavior, but one is about a missing media-understanding provider after upgrade and the other is a MiniMax routing regression. Different failure modes and code paths." }, { "left": "issue:64480", "right": "issue:64831", "accept": false, "reason": "Both involve delivery/automation reliability, but BlueBubbles send-method configuration and Telegram cron/catch-up instability are different subsystems and bugs." }, { "left": "issue:62868", "right": "issue:62880", "accept": true, "reason": "Same underlying Telegram packaging bug: the published bundle omits `src/channel.setup.js`, causing the plugin to fail to load. The two titles describe the same defect from different angles." }, { "left": "issue:53618", "right": "issue:65072", "accept": false, "reason": "Both are about web image upload, but one is a UI capability/support complaint and the other is about images not reaching the agent. Too little evidence they are the same code-path bug." }, { "left": "issue:66718", "right": "issue:67483", "accept": false, "reason": "Both are TypeErrors in plugin-related flows, but one is an `undefined.trim` configure failure and the other is a docs-link formatting failure during onboarding. Different root causes." }, { "left": "issue:66637", "right": "issue:66839", "accept": false, "reason": "Both mention macOS/node behavior, but one is a remote browser proxy problem and the other is missing `system.run.prepare` advertisement. Not the same defect." }, { "left": "issue:53517", "right": "issue:65860", "accept": false, "reason": "One is a plugin install/peer-dependency failure; the other is an error message pointing at a nonexistent docs anchor. They are unrelated." }, { "left": "issue:64017", "right": "issue:64517", "accept": false, "reason": "Both touch execution/agent behavior, but one is Discord thread spawn binding and the other is approvals target selection under multiple agents. Different features and failure paths." }, { "left": "issue:53751", "right": "issue:65590", "accept": false, "reason": "Both mention HTTP headers, but one is a Google image-generation auth failure and the other is a transport bug not forwarding custom headers. The underlying issues are not the same." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 258, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53317", "issue:53558", "issue:53824", "issue:53870", "issue:53926", "issue:53989", "issue:62783", "issue:63092", "issue:63190", "issue:64776", "issue:65428", "issue:65860", "issue:67100", "issue:67170", "issue:67291", "issue:67411", "issue:67525" ], "soft_pairs": [ "issue:53558|issue:64776", "issue:67100|issue:67525", "issue:67291|issue:67411", "issue:53870|issue:53926", "issue:63092|issue:65860", "issue:53317|issue:65428", "issue:53824|issue:53989", "issue:63190|issue:67170", "issue:53824|issue:62783" ], "prepared_review_unit_hash": "1cc2ab37ea33df7479ba61c958705aa18c118530222aced0f91b354f8fac4374", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12844, "estimated_input_tokens": 3211, "estimated_eval_tokens": 6678 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly a collection of unrelated issues. There are a few superficial overlaps (onboarding trim crashes, Telegram/voice, cron/session/auth, memory subsystem), but none are convincing duplicates of the same concrete bug or change.", "confidence": 0.87, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:67291 is the strongest standalone representative of the only near-duplicate-looking subset (onboarding trim crash) because it has the most discussion and inbound references, but the overall cluster is not mergeable as one duplicate group.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53558", "right": "issue:64776", "accept": false, "reason": "Both touch memory-related features, but one is a QMD backend status counter bug and the other is missing sqlite-vec loading during runtime sync; different symptoms and code paths." }, { "left": "issue:67100", "right": "issue:67525", "accept": false, "reason": "Both mention crashes, but one is onboarding channel selection and the other is openclaw doctor/plugin handler state cleanup; unrelated failures." }, { "left": "issue:67291", "right": "issue:67411", "accept": false, "reason": "Both are onboarding trim-related TypeErrors, but they occur in different onboarding phases (channel selection vs model setup save) with no evidence of the same exact code path." }, { "left": "issue:53870", "right": "issue:53926", "accept": false, "reason": "One is a package release blocked by VirusTotal scan, the other is a Linux environment file path/secrets setup issue; no shared underlying bug." }, { "left": "issue:63092", "right": "issue:65860", "accept": false, "reason": "Memory-wiki import failure and a bad docs anchor error are unrelated; one is functional data flow, the other is documentation text." }, { "left": "issue:53317", "right": "issue:65428", "accept": false, "reason": "Both involve auth state, but one is gateway startup overwriting a token from stale cache and the other is a CLI credential hashing function; different mechanisms and code paths." }, { "left": "issue:53824", "right": "issue:53989", "accept": false, "reason": "Both affect dispatch after changes/restarts, but one is isolated cron channel loss after gateway restart and the other is Slack event dispatch regression after an update; not the same bug." }, { "left": "issue:63190", "right": "issue:67170", "accept": false, "reason": "Both involve Telegram/voice, but one is inbound voice note not reaching ASR and the other is audio delivery failing to Telegram; opposite directions and different pipelines." }, { "left": "issue:53824", "right": "issue:62783", "accept": false, "reason": "Cron-session context is shared, but one bug is 'Unknown Channel' delivery after restart and the other is OpenRouter auth returning 401; distinct root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 259, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53295", "issue:53466", "issue:53709", "issue:53724", "issue:53749", "issue:53927", "issue:54070", "issue:62867", "issue:64017", "issue:64667", "issue:64861", "issue:65334", "issue:65563", "issue:66393", "issue:67060", "issue:67104", "issue:67414" ], "soft_pairs": [ "issue:53927|issue:65563", "issue:67060|issue:67104", "issue:64667|issue:64861", "issue:66393|issue:67414", "issue:62867|issue:64017", "issue:53273|issue:65334", "issue:53295|issue:53724", "issue:53749|issue:54070", "issue:53466|issue:53709" ], "prepared_review_unit_hash": "ae1392388afede4928156117410ab89c0a0704dc69acfae3b475ba2532b3a726", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13267, "estimated_input_tokens": 3317, "estimated_eval_tokens": 6890 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly a set of unrelated bug reports, but there are three clear duplicate pairs: two Feishu message-tool card/schema bugs, two OpenAI Codex OAuth scope bugs, and one message-tool buttons-required schema bug. The other soft pairs are not the same underlying issue.", "confidence": 0.61, "canonical_issue_reason": "Issue 53295 is the strongest representative among the listed issues: it is earlier, fairly detailed, has higher inbound references, and its problem statement is directly mirrored by the close duplicate 53724. It is the best single issue candidate, though the overall cluster is still fragmented.", "canonical_pr_reason": null, "best_issue_reason": "53295 is the best issue to anchor this set because it is the clearest, most complete report among the duplicate candidates and has an almost exact duplicate. That said, it only represents one subgroup, not the whole mixed cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53927", "right": "issue:65563", "accept": false, "reason": "Different webhook failures: one is a BlueBubbles route returning 404, the other is a webhooks flow creation database constraint error." }, { "left": "issue:67060", "right": "issue:67104", "accept": false, "reason": "Unrelated features and failures: proxy handling for provider requests vs Telegram command menu initialization." }, { "left": "issue:64667", "right": "issue:64861", "accept": true, "reason": "Same OpenAI Codex OAuth regression: both report invalid_scope/invalid request scope around model.request auth." }, { "left": "issue:66393", "right": "issue:67414", "accept": false, "reason": "Both involve images, but one is webchat viewing and the other is Control UI paste/history handling; different bugs." }, { "left": "issue:62867", "right": "issue:64017", "accept": false, "reason": "Different products and code paths: OpenClaw upgrade breakage vs Discord thread spawn session binding failure." }, { "left": "issue:53273", "right": "issue:65334", "accept": false, "reason": "Different issues: acpx sourcePath breakage after global install upgrade vs incorrect host version reporting." }, { "left": "issue:53295", "right": "issue:53724", "accept": true, "reason": "Same Feishu message-tool bug: text-only sends fail because a card field is incorrectly required." }, { "left": "issue:53749", "right": "issue:54070", "accept": true, "reason": "Same message-tool schema bug: buttons are treated as required even when the action is non-interactive." }, { "left": "issue:53466", "right": "issue:53709", "accept": false, "reason": "Both touch credentials, but one is stale Codex OAuth credentials and the other is GH_TOKEN propagation in subprocesses; not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 260, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:63665", "issue:63752", "issue:64277", "issue:64352", "issue:64509", "issue:64522", "issue:65305", "issue:65375", "issue:65428", "issue:65686", "issue:65751", "issue:66090", "issue:66732", "issue:66773", "issue:66784", "issue:66832", "issue:67435" ], "soft_pairs": [ "issue:65375|issue:67435", "issue:63752|issue:65428", "issue:66773|issue:66832", "issue:63665|issue:64522", "issue:64352|issue:66090", "issue:64277|issue:65751", "issue:65305|issue:66784", "issue:65686|issue:66732", "issue:64509|issue:65428" ], "prepared_review_unit_hash": "835c047a7796e1bb023e49c1e63fa7b49d40bd1fb23bcf71f4c2bedcb68c6b94", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12866, "estimated_input_tokens": 3217, "estimated_eval_tokens": 6690 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, with two likely duplicate subpairs: the QA-scenario dependency crash/update failure pair and the WhatsApp media-send regression pair. The remaining soft pairs describe different bugs in different code paths and should stay separate.", "confidence": 0.86, "canonical_issue_reason": "`issue:64522` is the clearest root-cause statement for one of the duplicate subclusters: it directly names the hardcoded QA-scenario dependency and explains the production crash. The cluster is not a single coherent duplicate set, so this is only the best single representative.", "canonical_pr_reason": null, "best_issue_reason": "`issue:64522` is the strongest overall issue to keep as a representative because it is specific, root-cause oriented, and cleanly describes a real production-impacting failure. If this cluster is split, `issue:64352` would be the best representative for the separate WhatsApp media bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65375", "right": "issue:67435", "accept": false, "reason": "Both are bug reports, but they hit unrelated subsystems: LINE webhook response handling vs Ollama model ID formatting. No shared code path." }, { "left": "issue:63752", "right": "issue:65428", "accept": false, "reason": "Both involve auth/credential handling, but one is an API-key lookup failure and the other is an auth-epoch hash computation from credentials. Different bugs and likely different fixes." }, { "left": "issue:66773", "right": "issue:66832", "accept": false, "reason": "Both mention credentials/token leakage, but one is a gateway RPC response issue and the other is log redaction in `logs.tail`. Distinct data flows and remediation." }, { "left": "issue:63665", "right": "issue:64522", "accept": true, "reason": "These look like the same underlying QA-scenario dependency bug: one surfaces during `openclaw update`, the other during CLI initialization in production. Both point to the hardcoded QA scenario pack dependency." }, { "left": "issue:64352", "right": "issue:66090", "accept": true, "reason": "Both are about WhatsApp media sending failing so that text is sent but media is not delivered. `64352` is the more specific regression report, and `66090` appears to be the same underlying issue." }, { "left": "issue:64277", "right": "issue:65751", "accept": false, "reason": "Slack-related, but different problems: `requireMention` bypass in thread replies vs malformed Slack JSON manifest framing. No evidence they share the same bug." }, { "left": "issue:65305", "right": "issue:66784", "accept": false, "reason": "Both are schema/validation issues, but they concern different validators and different feature areas: group chat history limits vs provider config merging for Comfy." }, { "left": "issue:65686", "right": "issue:66732", "accept": false, "reason": "Both involve outbound message behavior, but one is about sending too much session text on cron delivery and the other is a Telegram reminder note emitted after scheduling. Different workflows." }, { "left": "issue:64509", "right": "issue:65428", "accept": false, "reason": "One is an Anthropic backend usage/quota complaint, the other is CLI auth epoch hashing from local credentials. No shared failure mode." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 261, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53647", "issue:64036", "issue:64235", "issue:64464", "issue:64831", "issue:65151", "issue:65204", "issue:65225", "issue:65375", "issue:65571", "issue:65686", "issue:66065", "issue:66094", "issue:66641", "issue:67100", "issue:67286", "issue:67516", "issue:67525" ], "soft_pairs": [ "issue:53647|issue:65151", "issue:65204|issue:66065", "issue:64831|issue:65686", "issue:66641|issue:67525", "issue:64464|issue:65571", "issue:65225|issue:67286", "issue:64235|issue:65375", "issue:64036|issue:66094", "issue:67100|issue:67516" ], "prepared_review_unit_hash": "eb4aab504dc206192df715039b3b8ba24245d4237412aec650b85c93e1c1dca0", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13624, "estimated_input_tokens": 3406, "estimated_eval_tokens": 7068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One clear duplicate pair exists in the onboarding trim TypeError reports; the rest are only loosely related by subsystem or share generic symptoms, not the same underlying bug.", "confidence": 0.93, "canonical_issue_reason": "issue:67100 is the better canonical representative for the onboarding crash: it matches the duplicate symptom exactly, has more discussion/inbound references, and is the more established report.", "canonical_pr_reason": null, "best_issue_reason": "issue:67100 is the strongest overall issue candidate in this cluster because it is the clearest duplicate anchor, is already closed, and has the richest community signal among the matching reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53647", "right": "issue:65151", "accept": false, "reason": "Both are cron-related, but one is about early termination/status completion and the other about persisting session files; different failure modes and code paths." }, { "left": "issue:65204", "right": "issue:66065", "accept": false, "reason": "Both mention Chrome startup/CDP on Linux, but 65204 is a generic startup failure while 66065 is a specific managed-profile CDP regression; not clearly the same bug." }, { "left": "issue:64831", "right": "issue:65686", "accept": false, "reason": "64831 is a broad multi-symptom cron/chat delivery report, while 65686 is specifically about trimming outbound cron channel output; not the same underlying issue." }, { "left": "issue:66641", "right": "issue:67525", "accept": false, "reason": "Completely different areas: installer/onboarding channel selection crash versus doctor state-clear crash." }, { "left": "issue:64464", "right": "issue:65571", "accept": false, "reason": "Both are browser startup issues, but the concrete causes differ: missing DISPLAY env versus CDP port startup failure." }, { "left": "issue:65225", "right": "issue:67286", "accept": false, "reason": "Both involve isolated cron sessions, but one is stuck running and the other silently fails when exec is blocked; not enough evidence of the same code-path bug." }, { "left": "issue:64235", "right": "issue:65375", "accept": false, "reason": "Different products/integrations: Telegram sendMessage failure versus a LINE webhook handler blocking HTTP 200 response." }, { "left": "issue:64036", "right": "issue:66094", "accept": false, "reason": "Unrelated problems: trailing whitespace in chunking output versus an external API latency/timeout issue." }, { "left": "issue:67100", "right": "issue:67516", "accept": true, "reason": "Same onboarding bug with the same TypeError reading 'trim' from undefined; clearly the same underlying crash." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 262, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53284", "issue:64274", "issue:64687", "issue:64831", "issue:64861", "issue:65316", "issue:65832", "issue:65848", "issue:65950", "issue:66058", "issue:66288", "issue:66804", "issue:66879", "issue:66892", "issue:66915", "issue:67051", "issue:67056", "issue:67214" ], "soft_pairs": [ "issue:66288|issue:66879", "issue:53284|issue:65950", "issue:65832|issue:67056", "issue:64274|issue:66892", "issue:65316|issue:66915", "issue:64831|issue:67214", "issue:64687|issue:64861", "issue:66058|issue:66804", "issue:65848|issue:67051" ], "prepared_review_unit_hash": "a48abd0c5ea022d2a8d4e207b20b2db4e2d6a9aa9983bf9f3b80304fa7b4ccbd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13336, "estimated_input_tokens": 3334, "estimated_eval_tokens": 6924 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous. Only the openai-codex auth pair and the image-attachment pair look like true duplicates; the other soft links are mostly same-subsystem false positives rather than the same concrete bug.", "confidence": 0.77, "canonical_issue_reason": "issue:64687 is the broadest, cleanest representative of the clearest duplicate pair (openai-codex OAuth/auth failure) and has the strongest evidence tie to the specific invalid_scope report.", "canonical_pr_reason": null, "best_issue_reason": "issue:64687 is the best global issue anchor: it is broad, specific enough to subsume the auth-failure follow-up, and better represents the only clear duplicate pair in the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66288", "right": "issue:66879", "accept": true, "reason": "Same underlying image-delivery bug: images are not reaching the agent as image content in both webchat and Mac App flows." }, { "left": "issue:53284", "right": "issue:65950", "accept": false, "reason": "Both involve isolated cron sessions, but one is about Web UI message persistence and the other about status accounting; related area, not the same concrete bug." }, { "left": "issue:65832", "right": "issue:67056", "accept": false, "reason": "Both touch custom-provider image behavior, but one is model registry/provider recognition and the other is provider-header propagation; different failure points." }, { "left": "issue:64274", "right": "issue:66892", "accept": false, "reason": "MiniMax auth resolution and MiniMax tool-call ID format errors are unrelated bugs." }, { "left": "issue:65316", "right": "issue:66915", "accept": false, "reason": "Sandbox write-tool exposure and edit-tool whitespace mismatch are different code paths and different symptoms." }, { "left": "issue:64831", "right": "issue:67214", "accept": false, "reason": "Both are cron-related, but one is a broad multi-symptom instability report and the other is a post-update regression claim; not enough evidence for the same bug." }, { "left": "issue:64687", "right": "issue:64861", "accept": true, "reason": "Clear duplicate auth failure: both report openai-codex OAuth/auth breaking, with 64861 giving the specific invalid_scope symptom." }, { "left": "issue:66058", "right": "issue:66804", "accept": false, "reason": "Memory compaction loop causing CPU spin and an Active Memory model timeout are different problems." }, { "left": "issue:65848", "right": "issue:67051", "accept": false, "reason": "Skills installation and WebUI config validation for disabling a skill are separate issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 263, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:64425", "issue:64699", "issue:64732", "issue:64991", "issue:65078", "issue:65315", "issue:65394", "issue:66229", "issue:66390", "issue:66619", "issue:66624", "issue:66677", "issue:66769", "issue:66832", "issue:67088", "issue:67092", "issue:67358" ], "soft_pairs": [ "issue:65394|issue:66229", "issue:64991|issue:65078", "issue:64425|issue:67088", "issue:66769|issue:66832", "issue:64699|issue:64732", "issue:66624|issue:66677", "issue:53273|issue:66390", "issue:66619|issue:67358", "issue:65315|issue:67092" ], "prepared_review_unit_hash": "95e5ca0b45fe652e8a4ecc492a74e583972a31374abbc2d20fab9cd58926a975", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13522, "estimated_input_tokens": 3381, "estimated_eval_tokens": 7018 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set contains several unrelated bug reports, with only two clear duplicate-style overlaps: the onboarding/`trim` crash pair and the Telegram onboarding/`trim` crash pair. The rest are thematically similar at a high level but do not appear to be the same underlying bug.", "confidence": 0.78, "canonical_issue_reason": "If one issue must represent the closest duplicate cluster, #66677 is the best issue-level canonical: it is the broader QuickStart/channel-selection crash and is the clearest target for the related `trim` onboarding reports.", "canonical_pr_reason": null, "best_issue_reason": "#66677 is the strongest representative issue overall because it is the most general description of the onboarding/channel-selection failure and likely subsumes the narrower duplicate reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65394", "right": "issue:66229", "accept": false, "reason": "Different failures: audio transcription returning no transcript versus media-store size limiting outbound/generated media." }, { "left": "issue:64991", "right": "issue:65078", "accept": false, "reason": "Both mention auth/provider trouble, but one is Gemini OAuth communication and the other is Telegram transcript visibility in the web UI; different code paths." }, { "left": "issue:64425", "right": "issue:67088", "accept": false, "reason": "Both involve environment/context detection, but OAuth callback failure on VPS is not the same bug as false GUI detection with SSH env vars on macOS." }, { "left": "issue:66769", "right": "issue:66832", "accept": false, "reason": "Both are secret-exposure concerns, but they affect different commands and outputs (`skills.update` response vs `logs.tail` redaction)." }, { "left": "issue:64699", "right": "issue:64732", "accept": false, "reason": "Distinct bugs: a `sessions_send` label/sessionKey conflict versus CLI surface breakage from missing synthetic command IDs." }, { "left": "issue:66624", "right": "issue:66677", "accept": true, "reason": "These look like the same onboarding/channel-selection crash; the `trim` TypeError in 66624 matches the broader QuickStart/select-channel failure in 66677." }, { "left": "issue:53273", "right": "issue:66390", "accept": false, "reason": "Both touch update/install flows, but one is an npm package path regression and the other is a macOS file-lock crash during update." }, { "left": "issue:66619", "right": "issue:67358", "accept": true, "reason": "Same underlying Telegram onboarding bug: both reports are the `Cannot read properties of undefined (reading 'trim')` crash during setup/onboarding." }, { "left": "issue:65315", "right": "issue:67092", "accept": false, "reason": "Both involve output sanitization, but one is internal runtime messages leaking into webchat and the other is malformed `` reasoning text leaking into assistant content." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 264, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:62535", "issue:64464", "issue:64978", "issue:65132", "issue:65294", "issue:65510", "issue:66124", "issue:66290", "issue:66614", "issue:66693", "issue:66946", "issue:67088", "issue:67150", "issue:67342", "issue:67353", "issue:67525", "issue:67562" ], "soft_pairs": [ "issue:67150|issue:67353", "issue:66693|issue:67525", "issue:62535|issue:67562", "issue:66946|issue:67088", "issue:64464|issue:64978", "issue:65510|issue:66124", "issue:65132|issue:65294", "issue:66290|issue:67342", "issue:53384|issue:66614" ], "prepared_review_unit_hash": "e929a0c50b8c475c88fea0a43544cf03fe99ed2c53886e551b655970d9d7a126", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13537, "estimated_input_tokens": 3385, "estimated_eval_tokens": 7026 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The soft pairs mostly share broad subsystems or similar wording, but they do not look like the same concrete bug/change, so I would not merge any of them as duplicates.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:53384 is the strongest standalone bug report: it has a clear streaming reproduction, a specific symptom, and enough detail to be actionable.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67150", "right": "issue:67353", "accept": false, "reason": "Both are onboarding-related, but one is a channel-selection hang and the other is a trim/undefined crash; symptoms and likely code paths differ." }, { "left": "issue:66693", "right": "issue:67525", "accept": false, "reason": "One is an onboarding trim error, the other is a doctor crash in plugin handler cleanup; unrelated failures." }, { "left": "issue:62535", "right": "issue:67562", "accept": false, "reason": "Timezone schema validation and Feishu target routing are different configuration bugs." }, { "left": "issue:66946", "right": "issue:67088", "accept": false, "reason": "Both mention control UI/environment issues, but 404 path duplication and macOS GUI detection are separate problems." }, { "left": "issue:64464", "right": "issue:64978", "accept": false, "reason": "Both affect Chrome startup, but one is missing DISPLAY and the other is a false DevTools availability check; not the same bug." }, { "left": "issue:65510", "right": "issue:66124", "accept": false, "reason": "SecretRef handling for Firecrawl and Dreaming config key validation are distinct configuration issues." }, { "left": "issue:65132", "right": "issue:65294", "accept": false, "reason": "Discord reply leakage and isolated-run visibility of exec completion are different runtime/data-flow problems." }, { "left": "issue:66290", "right": "issue:67342", "accept": false, "reason": "Docker gateway stack overflow and BlueBubbles runtime initialization failure are unrelated startup errors." }, { "left": "issue:53384", "right": "issue:66614", "accept": false, "reason": "Both are streaming-format bugs, but one drops text blocks with thinking/text turns while the other splits markdown tables; too different to treat as the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 265, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53386", "issue:53559", "issue:53582", "issue:53680", "issue:53831", "issue:53876", "issue:62505", "issue:63486", "issue:63819", "issue:63910", "issue:64262", "issue:65151", "issue:65517", "issue:66500", "issue:67214", "issue:67267", "issue:67358", "issue:67411" ], "soft_pairs": [ "issue:62505|issue:67267", "issue:67358|issue:67411", "issue:63486|issue:63910", "issue:63819|issue:65517", "issue:65151|issue:67214", "issue:53559|issue:53680", "issue:64262|issue:66500", "issue:53831|issue:53876", "issue:53386|issue:53582" ], "prepared_review_unit_hash": "4c7c179b8790845c22271c913aea616e6a9f252a363f4f7155e9bce1d6c4f718", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13366, "estimated_input_tokens": 3342, "estimated_eval_tokens": 6940 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is a heterogeneous mix of unrelated bug reports across different integrations and subsystems; none of the soft pairs look like true duplicates, and there is no clear single canonical cluster representative.", "confidence": 0.83, "canonical_issue_reason": "No strong canonical issue: the items do not share one underlying bug, they span distinct products (messaging integrations, cron, onboarding, file encoding, routing, and agent lifecycle).", "canonical_pr_reason": null, "best_issue_reason": "If one issue must represent the set, issue 65151 is the most concrete and well-supported report (clear failure mode plus inbound references), but it is not a duplicate anchor for the rest.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62505", "right": "issue:67267", "accept": false, "reason": "Both mention looping/failure to complete, but one is a coding agent completion problem and the other is a web UI chat feedback loop; different surfaces and failure modes." }, { "left": "issue:67358", "right": "issue:67411", "accept": false, "reason": "Both are trim() TypeErrors during onboarding, but they occur in different flows (Telegram onboarding vs model setup save phase) and do not clearly indicate the same code path." }, { "left": "issue:63486", "right": "issue:63910", "accept": false, "reason": "Matrix interaction unresponsive is unrelated to a bash completions file error on clean install; no shared underlying bug." }, { "left": "issue:63819", "right": "issue:65517", "accept": false, "reason": "Both involve unresponsiveness, but one is a stuck session state bug and the other is an event-loop starvation issue in Telegram polling; different root causes." }, { "left": "issue:65151", "right": "issue:67214", "accept": false, "reason": "Both are cron-related, but one is session-file persistence for isolated runs and the other is a broad cron-job collapse after upgrade; too different to merge." }, { "left": "issue:53559", "right": "issue:53680", "accept": false, "reason": "Both are routing bugs, but they affect different systems (Feishu command reply routing vs ACP binding to the wrong agent) and likely different code paths." }, { "left": "issue:64262", "right": "issue:66500", "accept": false, "reason": "Garbled model output and mojibake in saved media filenames are both encoding-related in a broad sense, but they are different artifacts and subsystems." }, { "left": "issue:53831", "right": "issue:53876", "accept": false, "reason": "Different channel integrations and symptoms: Windows startup failure for Discord vs Telegram config loss after upgrade; no same underlying bug shown." }, { "left": "issue:53386", "right": "issue:53582", "accept": false, "reason": "Both involve message loops caused by self/echo handling, but they are platform-specific and describe different triggers and behavior; not enough to treat as one bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 266, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53769", "issue:53785", "issue:54039", "issue:63486", "issue:64374", "issue:64465", "issue:64499", "issue:65067", "issue:65119", "issue:65510", "issue:65565", "issue:65613", "issue:65971", "issue:66523", "issue:67093", "issue:67135", "issue:67291" ], "soft_pairs": [ "issue:65067|issue:65119", "issue:53769|issue:64374", "issue:53785|issue:63486", "issue:65613|issue:67093", "issue:65067|issue:67291", "issue:54039|issue:66523", "issue:64499|issue:65971", "issue:65565|issue:67135", "issue:64465|issue:65510" ], "prepared_review_unit_hash": "9d1ca1f2671f4b0702a1665a4ae4030908eefdedb1a1b7097694c708098582fd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12676, "estimated_input_tokens": 3169, "estimated_eval_tokens": 6594 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of unrelated issues across Slack, Matrix, Discord, Windows, macOS, onboarding, and webchat. The soft pairs are mostly false positives from broad keyword overlap rather than the same underlying defect.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65067", "right": "issue:65119", "accept": false, "reason": "Different bugs: Windows onboarding failure vs Ollama/model detection regression. No shared code path or symptom." }, { "left": "issue:53769", "right": "issue:64374", "accept": false, "reason": "Both mention Slack, but one is cron delivery channel handling and the other is a missing_scope read action error. Different API paths." }, { "left": "issue:53785", "right": "issue:63486", "accept": false, "reason": "Both are Matrix-related, but one is an npm packaging/binary distribution problem and the other is a runtime interaction freeze. Not the same defect." }, { "left": "issue:65613", "right": "issue:67093", "accept": false, "reason": "Both involve Discord, but one is a stale-socket reconnect/health-monitor loop and the other leaks raw tool-call syntax. Separate code paths." }, { "left": "issue:65067", "right": "issue:67291", "accept": false, "reason": "Different onboarding failures on Windows: one is a specific openclaw command problem, the other is a trim-on-undefined crash when configuring channels." }, { "left": "issue:54039", "right": "issue:66523", "accept": false, "reason": "Both are Windows bugs, but one is path normalization in read and the other is an ignored environment variable for state dir. Distinct behavior and likely distinct fixes." }, { "left": "issue:64499", "right": "issue:65971", "accept": false, "reason": "Both are macOS issues, but one is a missing system.run.prepare execution host problem and the other is a gateway stall after 15\u201320 minutes. Different failure modes." }, { "left": "issue:65565", "right": "issue:67135", "accept": false, "reason": "Unrelated features: agent default config validation vs webchat context meter overflow. No evidence they share the same underlying bug." }, { "left": "issue:64465", "right": "issue:65510", "accept": false, "reason": "The generic bug report and the Firecrawl SecretRef/apiKey issue do not match on component, symptom, or reproduction." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 267, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53244", "issue:53628", "issue:53824", "issue:53863", "issue:53917", "issue:63314", "issue:64499", "issue:64699", "issue:65751", "issue:66356", "issue:66523", "issue:66534", "issue:66641", "issue:66677", "issue:66728", "issue:67107", "issue:67150", "issue:67546" ], "soft_pairs": [ "issue:53917|issue:63314", "issue:53824|issue:66356", "issue:53628|issue:66523", "issue:64499|issue:67107", "issue:65751|issue:67546", "issue:53244|issue:53863", "issue:64699|issue:66534", "issue:66728|issue:67150", "issue:66641|issue:66677" ], "prepared_review_unit_hash": "fa11e98c9d49140244fd5eb165493441310e60b9e85643a9ff6e3f50d5f1449f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13056, "estimated_input_tokens": 3264, "estimated_eval_tokens": 6784 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports. The only clear duplicate-style subcluster is the QuickStart/channel-selection onboarding flow; the other soft pairs are too broad or cross different plugins/code paths to merge confidently.", "confidence": 0.72, "canonical_issue_reason": "issue:67150 is the broadest and most representative of the QuickStart/channel-selection onboarding failures, and it has the strongest duplicate signal among the related reports.", "canonical_pr_reason": null, "best_issue_reason": "issue:67150 best captures the shared onboarding/channel-selection failure mode and is the most plausible merge target for the related QuickStart reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53917", "right": "issue:63314", "accept": false, "reason": "Both are media-send bugs, but they affect different plugins (Feishu vs WhatsApp) and likely different code paths, so they are not the same underlying defect." }, { "left": "issue:53824", "right": "issue:66356", "accept": false, "reason": "Cron delivery after gateway restart and Discord guided setup token prompting are unrelated failures in different areas." }, { "left": "issue:53628", "right": "issue:66523", "accept": false, "reason": "These are different environment-variable bugs on different platforms/flows; no shared concrete code path is evident." }, { "left": "issue:64499", "right": "issue:67107", "accept": false, "reason": "The macOS companion-node exec-host bug is unrelated, and the blank-titled issue provides no concrete evidence of the same defect." }, { "left": "issue:65751", "right": "issue:67546", "accept": false, "reason": "Slack manifest framing/formatting and onboarding feature bugs are not the same issue." }, { "left": "issue:53244", "right": "issue:53863", "accept": false, "reason": "Both mention missing npm package assets, but one is WhatsApp runtime modules and the other is control-ui dist assets; these are distinct packaging problems." }, { "left": "issue:64699", "right": "issue:66534", "accept": false, "reason": "A session label/sessionKey conflict is a different problem from missing lifecycle:end payload fields on the pi-embedded path." }, { "left": "issue:66728", "right": "issue:67150", "accept": true, "reason": "Both describe the same QuickStart/channel-selection onboarding flow failing, with 66728 as a specific skip-for-now crash and 67150 as the broader channel-selection blockage." }, { "left": "issue:66641", "right": "issue:66677", "accept": true, "reason": "Both point to the QuickStart channel-selection step breaking; 66641 gives the specific trim-related crash while 66677 is the broader report of the same flow." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 268, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53544", "issue:53640", "issue:53989", "issue:62875", "issue:63184", "issue:63484", "issue:64748", "issue:64861", "issue:64900", "issue:65045", "issue:65277", "issue:65400", "issue:65529", "issue:65571", "issue:65728", "issue:65971", "issue:67051" ], "soft_pairs": [ "issue:53544|issue:53989", "issue:64861|issue:65045", "issue:64748|issue:67051", "issue:65728|issue:65971", "issue:63484|issue:65971", "issue:65277|issue:65728", "issue:62875|issue:63184", "issue:53640|issue:67051", "issue:65400|issue:65571", "issue:64900|issue:65529" ], "prepared_review_unit_hash": "4aa75ca38a72eeaf64cc518452e2464cd883f08d51ea83c9c984676981c1fe7f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13095, "estimated_input_tokens": 3274, "estimated_eval_tokens": 6804 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports, with two clear duplicate pairs: the Telegram src-path issue and the OpenAI Codex invalid_scope auth issue. The rest are distinct problems across different subsystems.", "confidence": 0.89, "canonical_issue_reason": "Choose issue:65045 as the canonical report for the OpenAI Codex invalid_scope/model.request failure: it states the concrete OAuth/auth error clearly and matches issue:64861 closely.", "canonical_pr_reason": null, "best_issue_reason": "issue:65045 is the strongest representative issue overall because it is specific, actionable, and clearly describes the underlying auth failure; it also absorbs the closely matching issue:64861. No PRs are present.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53544", "right": "issue:53989", "accept": false, "reason": "Different channels and symptoms: WhatsApp UI visibility vs Slack event dispatch regression." }, { "left": "issue:64861", "right": "issue:65045", "accept": true, "reason": "Same underlying bug: OpenAI Codex OAuth/auth fails with invalid_scope for model.request; titles and error details align closely." }, { "left": "issue:64748", "right": "issue:67051", "accept": false, "reason": "Unrelated validation/allowlist bug versus WebUI provider-owned config validation issue." }, { "left": "issue:65728", "right": "issue:65971", "accept": false, "reason": "One is startup unauthorized on gateway run; the other is a macOS message-processing stall after some time." }, { "left": "issue:63484", "right": "issue:65971", "accept": false, "reason": "Different failure modes: heartbeat/tool-error side effects versus macOS gateway hangs." }, { "left": "issue:65277", "right": "issue:65728", "accept": false, "reason": "Scheduled dreaming session spam is unrelated to gateway unauthorized errors." }, { "left": "issue:62875", "right": "issue:63184", "accept": true, "reason": "Same Telegram packaging/setup bug: the bundled plugin/extension points to or lacks the expected src directory path." }, { "left": "issue:53640", "right": "issue:67051", "accept": false, "reason": "GEMINI_API_KEY/API_KEY_INVALID on macOS is unrelated to WebUI config validation when disabling a skill." }, { "left": "issue:65400", "right": "issue:65571", "accept": false, "reason": "Help-command startup overhead is unrelated to Chrome CDP startup failure on Linux." }, { "left": "issue:64900", "right": "issue:65529", "accept": false, "reason": "Remote CDP running-state mismatch is unrelated to Edge TTS provider registration." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 269, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53363", "issue:53592", "issue:53709", "issue:53797", "issue:62783", "issue:64293", "issue:64894", "issue:64938", "issue:65314", "issue:65317", "issue:65705", "issue:65950", "issue:66758", "issue:66773", "issue:66799", "issue:66860", "issue:66861", "issue:66915" ], "soft_pairs": [ "issue:64938|issue:66758", "issue:64293|issue:65705", "issue:53363|issue:65314", "issue:53592|issue:53797", "issue:66773|issue:66799", "issue:53709|issue:64894", "issue:62783|issue:65950", "issue:66860|issue:66861", "issue:65317|issue:66915" ], "prepared_review_unit_hash": "33213e4ed5c374baefd4c403a0ad213323dcd9a3c1f186c09ec8b2035e12f086", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13384, "estimated_input_tokens": 3346, "estimated_eval_tokens": 6948 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The candidate pairs are only loosely related by broad themes like auth, cron, or model resolution, but each issue describes a different concrete failure mode and code path. No soft-edge duplicates were accepted.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64938", "right": "issue:66758", "accept": false, "reason": "Both mention 'Unknown model', but one is about gateway startup registration for native codex/* models and the other is an image tool failure for ollama/provider models; different component and likely different fix." }, { "left": "issue:64293", "right": "issue:65705", "accept": false, "reason": "Both involve cron/heartbeat behavior, but one is a heartbeat task running despite disabled config and the other is a sweep retriggering every heartbeat; distinct bugs." }, { "left": "issue:53363", "right": "issue:65314", "accept": false, "reason": "Different providers and symptoms: Mistral returns 422 with no body, while Ollama times out in agent mode despite local ollama run succeeding." }, { "left": "issue:53592", "right": "issue:53797", "accept": false, "reason": "These are unrelated /btw failures: AWS Bedrock instance-role auth mode versus GitHub Copilot provider rejecting an unsupported model." }, { "left": "issue:66773", "right": "issue:66799", "accept": false, "reason": "Both are security-sensitive, but one leaks plaintext rotated device tokens and the other allows arbitrary file reads via agents.files.get; different APIs and mitigations." }, { "left": "issue:53709", "right": "issue:64894", "accept": false, "reason": "One is invalid GH_TOKEN propagation into subprocesses, the other is OpenAI Codex OAuth scope/login failure; separate auth pathways." }, { "left": "issue:62783", "right": "issue:65950", "accept": false, "reason": "Both mention isolated cron sessions, but one is OpenRouter auth failing with 401 and the other is incorrect status:ok reporting after incomplete work; not the same underlying bug." }, { "left": "issue:66860", "right": "issue:66861", "accept": false, "reason": "OC156 missing-session-entry pruning and OC157 post-compaction resume quality are different named issues with different failure modes." }, { "left": "issue:65317", "right": "issue:66915", "accept": false, "reason": "The first is a sandbox helper lookup failure in functions.write; the second is an edit-tool whitespace-mismatch error surfacing problem. Different tools and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 270, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53310", "issue:53317", "issue:53322", "issue:53687", "issue:53709", "issue:62623", "issue:63484", "issue:65151", "issue:65375", "issue:65529", "issue:65687", "issue:65751", "issue:65860", "issue:65862", "issue:65917", "issue:66460", "issue:66677", "issue:66728" ], "soft_pairs": [ "issue:65860|issue:65862", "issue:66677|issue:66728", "issue:53317|issue:53709", "issue:65529|issue:65687", "issue:62623|issue:65751", "issue:53322|issue:63484", "issue:53310|issue:65375", "issue:53687|issue:65917", "issue:65151|issue:66460" ], "prepared_review_unit_hash": "e58cc99ab59b2007f6ca52b1c645ebefa8d84fb3a64e73e15543d626c437fdb4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13208, "estimated_input_tokens": 3302, "estimated_eval_tokens": 6860 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated issue reports; only the QuickStart onboarding pair looks likely to describe the same underlying bug. No PRs are present.", "confidence": 0.48, "canonical_issue_reason": "issue:66677 is the broader, more referenced QuickStart Select channel report and likely serves as the umbrella for the specific Skip-for-now crash in issue:66728.", "canonical_pr_reason": null, "best_issue_reason": "issue:66677 is the strongest representative item here because it appears to cover the same onboarding flow as issue:66728 and has the broader scope/references.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65860", "right": "issue:65862", "accept": false, "reason": "Non-duplicate: one is about a missing docs anchor in an error message, the other about a missing DuckDuckGo provider in onboarding." }, { "left": "issue:66677", "right": "issue:66728", "accept": true, "reason": "Likely same onboarding/QuickStart bug; the second issue looks like a specific crash case within the Select channel flow." }, { "left": "issue:53317", "right": "issue:53709", "accept": false, "reason": "Different subsystems and failure modes: OAuth token state overwrite vs invalid GH_TOKEN propagation to gh subprocesses." }, { "left": "issue:65529", "right": "issue:65687", "accept": false, "reason": "Unrelated bugs: provider registration missing vs Discord voice conversation state breaking after one exchange." }, { "left": "issue:62623", "right": "issue:65751", "accept": false, "reason": "Both mention Slack, but one is about DM attachment downloads and the other about a malformed CLI JSON manifest; not the same bug." }, { "left": "issue:53322", "right": "issue:63484", "accept": false, "reason": "Different concrete problems: browser actions completing late vs heartbeat/session/model side effects after tool errors." }, { "left": "issue:53310", "right": "issue:65375", "accept": false, "reason": "Different integrations and code paths: Feishu card JSON parse failure vs LINE webhook response blocking." }, { "left": "issue:53687", "right": "issue:65917", "accept": false, "reason": "No evidence they describe the same bug; the blank-titled issue is too underspecified to match the media-understanding provider failure." }, { "left": "issue:65151", "right": "issue:66460", "accept": false, "reason": "Both are cron-related, but one is about persisting session files and the other about heartbeat relaying exec completion events." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 271, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53709", "issue:53735", "issue:63819", "issue:64304", "issue:65045", "issue:65334", "issue:65375", "issue:65563", "issue:65840", "issue:66254", "issue:66523", "issue:66624", "issue:66786", "issue:66885", "issue:67102", "issue:67411", "issue:67454" ], "soft_pairs": [ "issue:67102|issue:67454", "issue:65334|issue:66254", "issue:66624|issue:67411", "issue:65375|issue:65563", "issue:53709|issue:65045", "issue:53735|issue:65840", "issue:63819|issue:66885", "issue:53709|issue:64304", "issue:66523|issue:66786" ], "prepared_review_unit_hash": "02c5739edce4d2ff9962e9e751a1804ddfa1e0cf42e34a392080fed5b2abf887", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12845, "estimated_input_tokens": 3212, "estimated_eval_tokens": 6680 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a loose semantic grouping of mostly unrelated bugs. The soft-similarity pairs share broad themes (auth, onboarding, webhooks, model handling, timeouts), but none look like the same concrete underlying bug or change.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67102", "right": "issue:67454", "accept": false, "reason": "Both mention OpenRouter/UI behavior, but one is missing tool calls and the other returns empty assistant payloads; different failure modes and likely different code paths." }, { "left": "issue:65334", "right": "issue:66254", "accept": false, "reason": "Version display and WeCom token setup are unrelated symptoms; no shared bug mechanism is evident." }, { "left": "issue:66624", "right": "issue:67411", "accept": false, "reason": "Both hit undefined.trim during onboarding, but the affected steps differ (channel selection vs model setup save), so this is not clearly the same bug." }, { "left": "issue:65375", "right": "issue:65563", "accept": false, "reason": "Webhook request blocking and DB NOT NULL failure are distinct webhook issues with different root causes." }, { "left": "issue:53709", "right": "issue:65045", "accept": false, "reason": "Both involve auth/token flow, but one is invalid GH_TOKEN in subprocesses and the other is OpenAI OAuth invalid_scope; different providers and failures." }, { "left": "issue:53735", "right": "issue:65840", "accept": false, "reason": "Model-tool parameter loss and image-model registration lookup failure are different issues, not the same underlying bug." }, { "left": "issue:63819", "right": "issue:66885", "accept": false, "reason": "A stuck session state and Telegram polling/subagent timeout on Windows are separate runtime problems with different symptoms and likely different fixes." }, { "left": "issue:53709", "right": "issue:64304", "accept": false, "reason": "Invalid GH_TOKEN in subprocesses is unrelated to a recurring billing failure with claude-plain/haiku." }, { "left": "issue:66523", "right": "issue:66786", "accept": false, "reason": "Both are env-var related, but one ignores OPENCLAW_STATE_DIR on Windows and the other misreads OPENCLAW_WORKSPACE_DIR in system prompt generation; different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 272, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53656", "issue:53744", "issue:53956", "issue:53960", "issue:63516", "issue:64293", "issue:65182", "issue:65236", "issue:65315", "issue:65450", "issue:65862", "issue:66090", "issue:66573", "issue:66619", "issue:66635", "issue:66641", "issue:67100", "issue:67107" ], "soft_pairs": [ "issue:66619|issue:67100", "issue:53656|issue:66573", "issue:53744|issue:65862", "issue:65236|issue:65450", "issue:66619|issue:66641", "issue:63516|issue:64293", "issue:66090|issue:66635", "issue:65182|issue:65315", "issue:53956|issue:53960", "issue:66641|issue:67107" ], "prepared_review_unit_hash": "98d8cc1bb8b490dfc81bf688ca5ed0e11850391353d7b39549ab1e58d9b85683", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13624, "estimated_input_tokens": 3406, "estimated_eval_tokens": 7068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated. The only clear duplicate cluster is the onboarding/channel-selection crash with `Cannot read properties of undefined (reading 'trim')` across three issues; the rest are different products/features or merely similar tag-stripping complaints.", "confidence": 0.87, "canonical_issue_reason": "Issue #67100 is the best canonical issue: it has the clearest generic onboarding title, matches the shared `trim` crash, and appears to be the most representative/central report in the duplicate trio.", "canonical_pr_reason": null, "best_issue_reason": "#67100 is the strongest global issue representative for the cluster because it is the most general description of the shared onboarding crash and has the highest apparent discussion/reference activity among the duplicates.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66619", "right": "issue:67100", "accept": true, "reason": "Same underlying onboarding/channel-selection failure: both report the undefined `trim` TypeError during setup, with the same crash signature." }, { "left": "issue:53656", "right": "issue:66573", "accept": false, "reason": "Different bugs in different areas: Feishu card/media sending vs `chat.history` limit enforcement." }, { "left": "issue:53744", "right": "issue:65862", "accept": false, "reason": "Unrelated provider/configuration issues: Google plugin capability gap vs DuckDuckGo onboarding provider missing." }, { "left": "issue:65236", "right": "issue:65450", "accept": false, "reason": "Different failures in different toolchains: MiniMax portal endpoint regression vs image tool unknown-model error." }, { "left": "issue:66619", "right": "issue:66641", "accept": true, "reason": "Both describe the same onboarding crash path with the same `trim` TypeError during channel/setup selection." }, { "left": "issue:63516", "right": "issue:64293", "accept": false, "reason": "Telegram polling/heartbeat instability is unrelated to heartbeat configuration being ignored and running unnecessarily." }, { "left": "issue:66090", "right": "issue:66635", "accept": false, "reason": "Both mention WhatsApp media, but one is a generic sending report and the other is a specific auto-reply inline `MEDIA:` path bug; not enough evidence of the same code path." }, { "left": "issue:65182", "right": "issue:65315", "accept": false, "reason": "Both involve leaked runtime text/tags, but they affect different UIs and different content paths (`` tags in Control UI vs internal runtime messages in webchat)." }, { "left": "issue:53956", "right": "issue:53960", "accept": false, "reason": "Similar class of tag-leak issues, but different tags and channels (`/` vs `[[reply_to_current]]`), so not the same underlying bug." }, { "left": "issue:66641", "right": "issue:67107", "accept": false, "reason": "#67107 has no meaningful title/evidence here, so there is no basis to conclude it is the same onboarding crash." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 273, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53587", "issue:53590", "issue:63752", "issue:64274", "issue:65002", "issue:65315", "issue:65400", "issue:66090", "issue:66094", "issue:66176", "issue:66381", "issue:66619", "issue:66624", "issue:66740", "issue:66934", "issue:67264", "issue:67353" ], "soft_pairs": [ "issue:53587|issue:53590", "issue:66094|issue:66740", "issue:63752|issue:64274", "issue:65315|issue:66176", "issue:65400|issue:67264", "issue:66619|issue:67353", "issue:66381|issue:66934", "issue:65002|issue:66090", "issue:66619|issue:66624" ], "prepared_review_unit_hash": "a977cad99df960a3edebbacc937aac78729be2d98faa62daf2a1026a5a2b8a33", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12769, "estimated_input_tokens": 3193, "estimated_eval_tokens": 6642 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are not duplicates; only the WhatsApp media-sending reports and the onboarding/trim crash reports look like the same underlying bugs. The rest are related by subsystem or error wording, but describe different failures.", "confidence": 0.79, "canonical_issue_reason": "issue:66624 is the clearest and most general report of the shared onboarding/channel-selection `trim` crash, with an explicit error string and version context, so it is the best master issue for that bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:66624 is the strongest representative issue overall because it is specific, actionable, and broad enough to cover the duplicate onboarding `trim` failure reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53587", "right": "issue:53590", "accept": false, "reason": "Both concern invalid model IDs, but one is an OpenRouter error-message bug and the other is missing warnings after npm updates; the underlying failures differ." }, { "left": "issue:66094", "right": "issue:66740", "accept": false, "reason": "These are different bugs: one is an external API latency/timeout problem, the other is a Google model context-window metadata issue." }, { "left": "issue:63752", "right": "issue:64274", "accept": false, "reason": "Both involve auth resolution, but they target different providers and different lookup behavior, so they are not clearly the same bug." }, { "left": "issue:65315", "right": "issue:66176", "accept": false, "reason": "One is internal runtime messages leaking into webchat output; the other is a sent-message flicker in the chat UI. Similar area, different defect." }, { "left": "issue:65400", "right": "issue:67264", "accept": false, "reason": "A slow `--help` boot path and a tilde-expansion ENOENT in browser executable resolution are unrelated failures." }, { "left": "issue:66619", "right": "issue:67353", "accept": true, "reason": "Both report the same `Cannot read properties of undefined (reading 'trim')` onboarding/setup crash, with 67353 describing another reproduction of the same underlying bug." }, { "left": "issue:66381", "right": "issue:66934", "accept": false, "reason": "These are distinct WebChat issues: one is a temporary message disappearance, the other is an incorrect sender label." }, { "left": "issue:65002", "right": "issue:66090", "accept": true, "reason": "Both are about WhatsApp media sending; 65002 describes the pipeline dropping media data and 66090 is the same feature failing to send media." }, { "left": "issue:66619", "right": "issue:66624", "accept": false, "reason": "Not a listed soft edge pair, and even though both mention the same trim error, the evidence provided here does not establish them as a single duplicate pair." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 274, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53641", "issue:62864", "issue:63484", "issue:63641", "issue:64293", "issue:64348", "issue:64522", "issue:64599", "issue:64802", "issue:65563", "issue:65652", "issue:65728", "issue:66813", "issue:67093", "issue:67151", "issue:67257", "issue:67469" ], "soft_pairs": [ "issue:64348|issue:64522", "issue:64293|issue:66813", "issue:63641|issue:65563", "issue:67093|issue:67469", "issue:53641|issue:67151", "issue:64599|issue:65652", "issue:62864|issue:65728", "issue:64802|issue:67257", "issue:63484|issue:64293" ], "prepared_review_unit_hash": "6228bed6fa25b08646483a66fa4f11dab9330374b5a75ca3c8289a1d54e71432", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12756, "estimated_input_tokens": 3189, "estimated_eval_tokens": 6634 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One soft duplicate pair is a strong match: the published npm package missing qa/scenarios files appears to be the root cause of the production CLI crash. The other soft pairs are only thematically similar and do not look like the same underlying bug.", "confidence": 0.83, "canonical_issue_reason": "Choose issue 64348 as the canonical report: it names the concrete packaging defect (missing qa/scenarios files in the 2026.4.9 npm release), which directly explains the downstream production crash in 64522.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64348 is the best overall issue candidate because it is the most root-cause-oriented, specific, and actionable report among the set; 64522 is better treated as a symptom/duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64348", "right": "issue:64522", "accept": true, "reason": "Same underlying packaging bug: the published package is missing qa/scenarios files, and that omission causes the CLI initialization crash in production." }, { "left": "issue:64293", "right": "issue:66813", "accept": false, "reason": "Both mention heartbeat, but one is about heartbeat ignoring config and the other is about target handling/background execution; different code paths and symptoms." }, { "left": "issue:63641", "right": "issue:65563", "accept": false, "reason": "Completely different bugs: missing /prose command vs a webhook flow database NOT NULL failure." }, { "left": "issue:67093", "right": "issue:67469", "accept": false, "reason": "Different Discord-related problems: raw tool-call syntax leakage vs replies not being persisted to transcripts/history." }, { "left": "issue:53641", "right": "issue:67151", "accept": false, "reason": "Both are Discord bugs, but outbound attachment drops and inbound message URL stripping are separate message-processing paths." }, { "left": "issue:64599", "right": "issue:65652", "accept": false, "reason": "Both involve sleep/dreaming, but one is about zero-confidence candidates and the other about unwanted heartbeat-triggered session creation; not the same bug." }, { "left": "issue:62864", "right": "issue:65728", "accept": false, "reason": "Unrelated failures: embedded run failover timeout vs gateway startup unauthorized errors." }, { "left": "issue:64802", "right": "issue:67257", "accept": false, "reason": "Package/image versioning concern vs Telegram plugin export loading failure; no shared underlying defect." }, { "left": "issue:63484", "right": "issue:64293", "accept": false, "reason": "Both mention heartbeat, but the reported failures differ: one is task interruption/channel silence after tool errors, the other is heartbeat running despite being disabled." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 275, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53340", "issue:53386", "issue:53578", "issue:53935", "issue:53960", "issue:62505", "issue:64036", "issue:64464", "issue:64523", "issue:65078", "issue:65676", "issue:66050", "issue:66203", "issue:66839", "issue:67093", "issue:67102", "issue:67107", "issue:67408" ], "soft_pairs": [ "issue:53578|issue:65078", "issue:64464|issue:66050", "issue:67093|issue:67408", "issue:66203|issue:67102", "issue:53340|issue:53960", "issue:64036|issue:65676", "issue:53935|issue:62505", "issue:66839|issue:67107", "issue:53386|issue:64523" ], "prepared_review_unit_hash": "9214df3f4d1798264794ee64c37416313563e92df880474a45634aea3baca05b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13110, "estimated_input_tokens": 3278, "estimated_eval_tokens": 6812 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are mostly unrelated. The only near-match is the reply-tag leakage pair, but it still looks channel-specific rather than the same underlying defect.", "confidence": 0.89, "canonical_issue_reason": "Issue 53340 is the clearest, most concrete bug report in the set: it names a specific adapter, a precise symptom, and the expected sanitization behavior.", "canonical_pr_reason": null, "best_issue_reason": "53340 is the best canonical issue candidate because it is narrowly scoped and actionable; the remaining items are either broader, ambiguous, or clearly about different code paths.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53578", "right": "issue:65078", "accept": false, "reason": "Different products and symptoms: OAuth turn latency after an upgrade versus Telegram transcript visibility in Web UI." }, { "left": "issue:64464", "right": "issue:66050", "accept": false, "reason": "Both involve browser control, but one is missing DISPLAY during Chrome startup while the other is a CDP websocket reachability failure." }, { "left": "issue:67093", "right": "issue:67408", "accept": false, "reason": "Both mention output/parsing issues, but one is Discord leaking raw tool-call syntax and the other is an OpenRouter stream/parser bug; no clear same code path." }, { "left": "issue:66203", "right": "issue:67102", "accept": false, "reason": "Cron model-ID corruption and OpenRouter tool-call behavior in Control UI are different failures in different paths." }, { "left": "issue:53340", "right": "issue:53960", "accept": false, "reason": "Both are about reply-tag text leaking, but they target different adapters and different tag formats, so the underlying bug is not shown to be the same." }, { "left": "issue:64036", "right": "issue:65676", "accept": false, "reason": "Trailing whitespace in chunking is unrelated to the model-fallback loop described here." }, { "left": "issue:53935", "right": "issue:62505", "accept": false, "reason": "Empty-titled bug report versus coding-agent completion failure; no shared symptom or code path." }, { "left": "issue:66839", "right": "issue:67107", "accept": false, "reason": "A specific macOS node advertisement regression is not the same as an empty/unspecified bug report." }, { "left": "issue:53386", "right": "issue:64523", "accept": false, "reason": "Both describe feedback loops, but one is a WhatsApp fromMe echo filter issue and the other is Control UI re-injecting assistant output; too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 276, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53235", "issue:53697", "issue:53749", "issue:53786", "issue:62783", "issue:63620", "issue:64262", "issue:64293", "issue:64397", "issue:64821", "issue:65360", "issue:65565", "issue:65653", "issue:65721", "issue:66131", "issue:66669", "issue:67575" ], "soft_pairs": [ "issue:53786|issue:67575", "issue:62783|issue:64293", "issue:53697|issue:53749", "issue:64821|issue:66131", "issue:64293|issue:65360", "issue:63620|issue:64262", "issue:53235|issue:66669", "issue:64397|issue:65653", "issue:65565|issue:65721" ], "prepared_review_unit_hash": "b757e53d2a23f393af2257aaed67e57f278a45497472006f03a25f93300ac23e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12832, "estimated_input_tokens": 3208, "estimated_eval_tokens": 6672 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items do not form a single duplicate cluster; they span unrelated bugs across webchat, Feishu, OpenRouter, config validation, UI rendering, and plugin loading. No soft edge looks like the same concrete underlying issue.", "confidence": 0.93, "canonical_issue_reason": "No clear canonical duplicate among the issues; if one representative is needed, issue 67575 is the most concrete and actionable bug report (received OpenRouter responses not returned to user).", "canonical_pr_reason": null, "best_issue_reason": "Issue 67575 is the strongest standalone issue because it states a specific user-visible failure mode, a likely code-path boundary, and a reproducible symptom. It is not, however, a duplicate hub for the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53786", "right": "issue:67575", "accept": false, "reason": "Both concern message flow, but one is a Feishu/dashboard status desync while the other is an OpenRouter response-return failure; different code paths and root causes." }, { "left": "issue:62783", "right": "issue:64293", "accept": false, "reason": "OpenRouter 401 auth failure is unrelated to a heartbeat config bug; no shared underlying defect." }, { "left": "issue:53697", "right": "issue:53749", "accept": false, "reason": "Both are schema-requiredness regressions, but they affect different fields/actions and do not read as the same bug." }, { "left": "issue:64821", "right": "issue:66131", "accept": false, "reason": "Both involve config corruption/validation, but one is polluted exec security config from logs and the other is startup auto-enabling plugin IDs; distinct mechanisms and symptoms." }, { "left": "issue:64293", "right": "issue:65360", "accept": false, "reason": "Heartbeat leakage and incorrect context-window display are unrelated defects." }, { "left": "issue:63620", "right": "issue:64262", "accept": false, "reason": "Overlay blocking the Dreaming tab is a UI layering issue, not the same as garbled model output." }, { "left": "issue:53235", "right": "issue:66669", "accept": false, "reason": "Both are webchat rendering complaints, but one is agent responses disappearing and the other is user image attachments not rendering; different payload types and failure modes." }, { "left": "issue:64397", "right": "issue:65653", "accept": false, "reason": "Plugin surface resolution failure is unrelated to orphaned session cleanup in memory-core." }, { "left": "issue:65565", "right": "issue:65721", "accept": false, "reason": "Default-agent config validation failure is not the same as agents self-destructing through configuration modification." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 277, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53363", "issue:53652", "issue:53687", "issue:62752", "issue:62819", "issue:63816", "issue:64293", "issue:65117", "issue:65582", "issue:65751", "issue:65950", "issue:66048", "issue:66406", "issue:66460", "issue:67093", "issue:67102", "issue:67502" ], "soft_pairs": [ "issue:62752|issue:62819", "issue:64293|issue:65582", "issue:65950|issue:66460", "issue:53652|issue:65117", "issue:53687|issue:63816", "issue:67093|issue:67502", "issue:65751|issue:66406", "issue:53363|issue:66048", "issue:67093|issue:67102" ], "prepared_review_unit_hash": "37aa93d845fdc309a0c5e0555dbfe11a9d808d64fc166eba1b0674e1415f76c4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12621, "estimated_input_tokens": 3156, "estimated_eval_tokens": 6568 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a mixed bag of unrelated bug reports. The only pair that looks like the same underlying defect is the cron/heartbeat status propagation issue; the rest are similar by subsystem or wording but appear to describe different failure modes.", "confidence": 0.53, "canonical_issue_reason": "issue:65950 is the best representative of the cron/isolated-session cluster: it describes the core symptom at a broader level (false ok/completion state despite incomplete work) that matches the likely shared failure mode with the adjacent heartbeat report.", "canonical_pr_reason": null, "best_issue_reason": "issue:65950 is the strongest global issue candidate because it is broad, clearly framed, and most centrally aligned with the only plausible duplicate pair in the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62752", "right": "issue:62819", "accept": false, "reason": "Same cron/isolated-session area, but one is about timing out vs the other about QQ message delivery failing; related context, not the same concrete bug." }, { "left": "issue:64293", "right": "issue:65582", "accept": false, "reason": "Heartbeat config overrun is unrelated to a macOS mkdir ENOENT path bug." }, { "left": "issue:65950", "right": "issue:66460", "accept": true, "reason": "Both describe the same cron-owned isolated-session heartbeat/status propagation failure: work is incomplete but the system reports success/completion to the user." }, { "left": "issue:53652", "right": "issue:65117", "accept": false, "reason": "Both are WhatsApp media issues, but one is HTML attachments as documents and the other is outbound image media disappearing; too different for one bug." }, { "left": "issue:53687", "right": "issue:63816", "accept": false, "reason": "Different products and failures: media-understanding provider registration vs outbound media delivery success with no file delivered." }, { "left": "issue:67093", "right": "issue:67502", "accept": false, "reason": "Raw tool-call syntax leakage is not the same as nested-lane response loss/corruption." }, { "left": "issue:65751", "right": "issue:66406", "accept": false, "reason": "Slack manifest framing corruption and Feishu invalid reaction codes are unrelated." }, { "left": "issue:53363", "right": "issue:66048", "accept": false, "reason": "Mistral 422 errors and gateway restart/include-flattening are unrelated code paths." }, { "left": "issue:67093", "right": "issue:67102", "accept": false, "reason": "Both mention tool calls, but one is Discord output leakage and the other is Control UI/OpenRouter tool-call behavior; not the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 278, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53721", "issue:63026", "issue:63609", "issue:64802", "issue:64821", "issue:65305", "issue:65341", "issue:65360", "issue:65470", "issue:65521", "issue:65524", "issue:65666", "issue:65728", "issue:65790", "issue:66972", "issue:67251", "issue:67400", "issue:67454" ], "soft_pairs": [ "issue:64802|issue:65666", "issue:63026|issue:65790", "issue:63609|issue:67251", "issue:53721|issue:64821", "issue:65521|issue:65728", "issue:66972|issue:67400", "issue:65470|issue:65524", "issue:65360|issue:65728", "issue:65360|issue:67454", "issue:65305|issue:65341" ], "prepared_review_unit_hash": "47fce09e642804ec05a6ebb815c8843b494019ba113fc4093125ef1a62cac4fc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13424, "estimated_input_tokens": 3356, "estimated_eval_tokens": 6968 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports. The only strong duplicate-looking pair is the CLI hang/SIGKILL report on v2026.4.9 and the later Windows exec-environment SIGKILL report; the rest differ by subsystem or failure mode.", "confidence": 0.89, "canonical_issue_reason": "issue:63609 is the clearest representative of the duplicate CLI hang/SIGKILL bug: it has a specific symptom, version context, and broad enough wording to cover the later Windows report.", "canonical_pr_reason": null, "best_issue_reason": "issue:63609 is the best overall issue to anchor this cluster because it is the most directly stated and the only one with a near-identical duplicate candidate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64802", "right": "issue:65666", "accept": false, "reason": "Different problems: Railway image/version update vs iframe auth-token 401 on embeds." }, { "left": "issue:63026", "right": "issue:65790", "accept": false, "reason": "Both involve the web UI, but one is file routing to the wrong channel and the other is image attachment not working; different bug paths." }, { "left": "issue:63609", "right": "issue:67251", "accept": true, "reason": "Very close match on the same concrete failure: CLI commands/subcommands hang and are killed with SIGKILL, with the later issue adding Windows/exec-environment context." }, { "left": "issue:53721", "right": "issue:64821", "accept": false, "reason": "Gateway restart/Telegram channel initialization is unrelated to hot-reload config corruption from plugin init logs." }, { "left": "issue:65521", "right": "issue:65728", "accept": false, "reason": "Managed browser launch failure and gateway unauthorized are distinct symptoms in different startup flows." }, { "left": "issue:66972", "right": "issue:67400", "accept": false, "reason": "Both mention session handling, but one is a stale session blocking /new and the other is inability to create persistent sub-agent sessions; not the same underlying bug." }, { "left": "issue:65470", "right": "issue:65524", "accept": false, "reason": "Concurrency default serializing sessions_send runs is unrelated to deleted sessions remaining executable." }, { "left": "issue:65360", "right": "issue:65728", "accept": false, "reason": "Incorrect context-window display is unrelated to gateway unauthorized errors." }, { "left": "issue:65360", "right": "issue:67454", "accept": false, "reason": "Context-window display bug is different from empty assistant payloads in Telegram/Control UI." }, { "left": "issue:65305", "right": "issue:65341", "accept": false, "reason": "Issue 65341 has no informative title/body here, so there is insufficient evidence to treat it as the same schema bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 279, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53358", "issue:53641", "issue:53786", "issue:63126", "issue:64326", "issue:64802", "issue:65130", "issue:65225", "issue:65244", "issue:65400", "issue:65693", "issue:65790", "issue:65810", "issue:66050", "issue:66142", "issue:66158", "issue:66879", "issue:67425" ], "soft_pairs": [ "issue:53786|issue:67425", "issue:65400|issue:66050", "issue:64802|issue:65130", "issue:65790|issue:66879", "issue:53641|issue:63126", "issue:65693|issue:66158", "issue:53358|issue:65244", "issue:65225|issue:66142", "issue:64326|issue:65810" ], "prepared_review_unit_hash": "35fad854e23b4959cd443ef89416a38cfcaf345a2d836deb6a54b468f00e9d1f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13324, "estimated_input_tokens": 3331, "estimated_eval_tokens": 6918 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bugs spanning different integrations and subsystems. Only the two isolated-cron execution reports (65225 and 66142) look like the same underlying issue; the rest are too broad or symptom-only matches to merge.", "confidence": 0.93, "canonical_issue_reason": "Issue 65225 is the better canonical because it describes the broader failure mode ('task stuck in running state') and is closer to the user-visible impact; 66142 reads as a narrower manifestation of the same isolated-cron execution bug.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65225 is the strongest representative of the only true duplicate pair in this set; it is the most general and actionable report for the isolated-cron execution failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53786", "right": "issue:67425", "accept": false, "reason": "Different problems: dashboard/Feishu status desync vs embedded runner abandoning OpenRouter turns. Similar status/runner language, but not the same code-path or bug." }, { "left": "issue:65400", "right": "issue:66050", "accept": false, "reason": "Both involve browser startup/connectivity, but one is about '--help' booting the app and the other is a CDP websocket reachability failure. Not the same bug." }, { "left": "issue:64802", "right": "issue:65130", "accept": false, "reason": "Both mention updates in a broad sense, but one is a Railway image version bump and the other is package replacement inside a container. Different underlying failures." }, { "left": "issue:65790", "right": "issue:66879", "accept": false, "reason": "Both are image-attachment complaints, but they target different clients (web UI vs Mac app) and likely different attachment pipelines." }, { "left": "issue:53641", "right": "issue:63126", "accept": false, "reason": "Both are silent media/attachment drops, but Discord attachments and WhatsApp media use different integrations and the described causes differ; too broad to treat as one bug." }, { "left": "issue:65693", "right": "issue:66158", "accept": false, "reason": "Both are cron-related propagation issues, but one loses threadId and the other loses delivery target channel. Related subsystem, not the same defect." }, { "left": "issue:53358", "right": "issue:65244", "accept": false, "reason": "Memory-index hang after batch completion is not the same as sqlite-vec extension loading failing due to DatabaseSync options. Different failure points and symptoms." }, { "left": "issue:65225", "right": "issue:66142", "accept": true, "reason": "These both describe isolated cron sessions failing to execute work: one leaves the task stuck in running state, the other says exec tool calls are not executed. Same underlying execution-path bug." }, { "left": "issue:64326", "right": "issue:65810", "accept": false, "reason": "Token-limit misreporting causing premature compaction is unrelated to fallback behavior on connection errors. Different providers and different mechanisms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 280, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53517", "issue:62905", "issue:63184", "issue:63486", "issue:63516", "issue:63819", "issue:64262", "issue:64302", "issue:64798", "issue:65067", "issue:65089", "issue:65277", "issue:65613", "issue:66254", "issue:66356", "issue:66768", "issue:67411", "issue:67516" ], "soft_pairs": [ "issue:63486|issue:64798", "issue:53517|issue:65089", "issue:63516|issue:65613", "issue:67411|issue:67516", "issue:63819|issue:64302", "issue:65067|issue:66768", "issue:66254|issue:66356", "issue:62905|issue:63184", "issue:64262|issue:65277" ], "prepared_review_unit_hash": "59ec586699dea7d8133bf5f9f76a45a6f5994cc80f1db3b3e1c0eb47f6ed70b1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13219, "estimated_input_tokens": 3305, "estimated_eval_tokens": 6866 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly noisy cross-topic similarity, but it contains two clear duplicate issue pairs: the Telegram setup path bug (#62905/#63184) and the onboard trim TypeError (#67411/#67516). Everything else appears to be unrelated or only broadly similar.", "confidence": 0.97, "canonical_issue_reason": "#67516 is the cleanest canonical issue: it precisely names the onboard trim crash, matches the same error as #67411, and is the more concise representative of that duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "#67516 is the strongest issue representative overall because it is a tight, concrete bug report with a matching duplicate (#67411); the rest of the items are unrelated enough that they do not serve as a better global representative.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63486", "right": "issue:64798", "accept": false, "reason": "Different problems: Matrix interaction unresponsive vs no plugin updates needed. Same broad product area only, not the same bug." }, { "left": "issue:53517", "right": "issue:65089", "accept": false, "reason": "Both involve plugin loading, but the root causes differ: missing peer dependency after install vs an OpenAI v6.34.0 ESM export mismatch." }, { "left": "issue:63516", "right": "issue:65613", "accept": false, "reason": "Different channels and failure modes: Telegram polling stalls vs Discord stale-socket health-monitor restarts." }, { "left": "issue:67411", "right": "issue:67516", "accept": true, "reason": "Same underlying bug: onboard save phase throws TypeError on undefined.trim, with matching symptom and flow." }, { "left": "issue:63819", "right": "issue:64302", "accept": false, "reason": "Session stuck running status and compaction settings ignored are unrelated bugs with different code paths." }, { "left": "issue:65067", "right": "issue:66768", "accept": false, "reason": "Windows onboard failure and empty completed turns are unrelated; they only share a superficial onboarding/product context." }, { "left": "issue:66254", "right": "issue:66356", "accept": false, "reason": "Both are setup-time channel issues, but they are different channels and different symptoms, so not the same bug." }, { "left": "issue:62905", "right": "issue:63184", "accept": true, "reason": "Same Telegram plugin setup bug: both describe a non-existent/missing src/channel.setup.js entry point causing startup failure." }, { "left": "issue:64262", "right": "issue:65277", "accept": false, "reason": "Garbled model output and overnight dreaming session creation are unrelated issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 281, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53322", "issue:53641", "issue:64274", "issue:64464", "issue:64499", "issue:64599", "issue:65341", "issue:65430", "issue:65844", "issue:66048", "issue:66611", "issue:66637", "issue:66768", "issue:66915", "issue:67093", "issue:67264", "issue:67483", "issue:67516" ], "soft_pairs": [ "issue:64464|issue:67264", "issue:64599|issue:65341", "issue:67483|issue:67516", "issue:53322|issue:66611", "issue:53641|issue:65430", "issue:64499|issue:66637", "issue:64274|issue:65844", "issue:66768|issue:67093", "issue:66048|issue:66915" ], "prepared_review_unit_hash": "0c691005c565f1356ea96cc5dcedc4dc5ac1270378918e2dc008d022e99537c4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13222, "estimated_input_tokens": 3306, "estimated_eval_tokens": 6868 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No strong duplicate cluster emerges here: the items span unrelated bugs across browser, auth, onboarding, Discord, and OpenClaw flows. All soft pairs were rejected because they do not appear to share the same concrete underlying bug or fix.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64464", "right": "issue:67264", "accept": false, "reason": "Both involve browser startup, but one is about missing DISPLAY and the other about tilde-expanding executablePath. Different failure modes and fixes." }, { "left": "issue:64599", "right": "issue:65341", "accept": false, "reason": "Insufficient evidence of the same bug; one is a light-sleep confidence regression and the other has only a generic bug title." }, { "left": "issue:67483", "right": "issue:67516", "accept": false, "reason": "Both are onboarding TypeErrors, but they reference different undefined values (`docsPath` vs `trim`) and likely different code paths." }, { "left": "issue:53322", "right": "issue:66611", "accept": false, "reason": "Both are browser-related, but one is about tool execution ordering and the other about attachOnly connection failure with CDP." }, { "left": "issue:53641", "right": "issue:65430", "accept": false, "reason": "Both mention attachments being missing, but they affect different integrations and different ingestion/send paths." }, { "left": "issue:64499", "right": "issue:66637", "accept": false, "reason": "Both touch macOS/node/browser behavior, but one is missing prepare for exec host=node and the other is remote browser proxy failure." }, { "left": "issue:64274", "right": "issue:65844", "accept": false, "reason": "Both are auth/profile resolution bugs, but they involve different providers and distinct profile-collapse behavior." }, { "left": "issue:66768", "right": "issue:67093", "accept": false, "reason": "Different symptoms and subsystems: empty completed turns vs raw Discord tool-call syntax leakage." }, { "left": "issue:66048", "right": "issue:66915", "accept": false, "reason": "Completely different areas: config include handling during gateway restart vs edit-tool whitespace mismatch error surfacing." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 282, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53517", "issue:53786", "issue:53831", "issue:63124", "issue:63484", "issue:64011", "issue:64528", "issue:64551", "issue:64687", "issue:64850", "issue:65067", "issue:65582", "issue:65840", "issue:66306", "issue:66799", "issue:66866", "issue:67088", "issue:67251" ], "soft_pairs": [ "issue:64687|issue:67088", "issue:64011|issue:66866", "issue:53517|issue:53831", "issue:63124|issue:67251", "issue:64551|issue:66306", "issue:63484|issue:65582", "issue:64850|issue:65840", "issue:65067|issue:67088", "issue:64528|issue:66799", "issue:53786|issue:67088" ], "prepared_review_unit_hash": "c7abf4db8b1e24e0738de0681e78eb1dbdfd687a99700373b4e777ad9f5075b5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13621, "estimated_input_tokens": 3406, "estimated_eval_tokens": 7068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are superficially related by platform or subsystem but describe different bugs. The only strong duplicate is the exec-tool/CLI SIGKILL reports (63124 vs 67251), which look like the same underlying Windows/exec-environment failure.", "confidence": 0.78, "canonical_issue_reason": "Issue 63124 is the best canonical issue: it states the core failure most broadly (\u201cSIGKILL when calling any openclaw CLI subcommand\u201d), which cleanly subsumes the later Windows-specific repro in 67251.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63124 is the best representative of the cluster because it is the broadest and earliest clear report of the CLI-subcommand SIGKILL problem.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64687", "right": "issue:67088", "accept": false, "reason": "Both touch login/desktop behavior, but one is OAuth for openai-codex and the other is macOS dashboard GUI detection with SSH env vars; different code paths and symptoms." }, { "left": "issue:64011", "right": "issue:66866", "accept": false, "reason": "Both involve Discord gateway behavior, but one is a Windows crash on reconnect and the other is excessive RESUMEs; related area, not the same concrete bug." }, { "left": "issue:53517", "right": "issue:53831", "accept": false, "reason": "Plugin peer-dependency install failure is unrelated to a Discord channel module silently failing to start on Windows." }, { "left": "issue:63124", "right": "issue:67251", "accept": true, "reason": "Same underlying bug family: CLI subcommands are failing with SIGKILL in the exec environment, and 67251 looks like a later Windows repro of 63124." }, { "left": "issue:64551", "right": "issue:66306", "accept": false, "reason": "Both are macOS-related, but one is a missing system.run.prepare host setup issue and the other is a stale health-check UI state; different failure points." }, { "left": "issue:63484", "right": "issue:65582", "accept": false, "reason": "Heartbeat/tool-error session disruption is not the same as a macOS mkdir ENOENT for /home/node; different operations and causes." }, { "left": "issue:64850", "right": "issue:65840", "accept": false, "reason": "ACP runtime backend unavailable preventing qwen-code spawn is unrelated to image-tool model registration reporting 'Unknown model'." }, { "left": "issue:65067", "right": "issue:67088", "accept": false, "reason": "Openclaw onboard on Windows and macOS 'No GUI detected' with SSH vars are different startup/desktop-environment issues." }, { "left": "issue:64528", "right": "issue:66799", "accept": false, "reason": "Both mention workspace isolation, but one is a session-memory hook bug and the other is an authorization/read-path issue in agents.files.get." }, { "left": "issue:53786", "right": "issue:67088", "accept": false, "reason": "Local Dashboard vs Feishu Bot status desync is unrelated to macOS GUI detection with SSH environment variables." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 283, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53871", "issue:53928", "issue:63026", "issue:63819", "issue:64003", "issue:64262", "issue:64319", "issue:65565", "issue:65728", "issue:66008", "issue:66088", "issue:66280", "issue:66288", "issue:66624", "issue:66718", "issue:67088", "issue:67199", "issue:67342" ], "soft_pairs": [ "issue:64003|issue:64262", "issue:63819|issue:64319", "issue:65565|issue:67199", "issue:66624|issue:66718", "issue:53928|issue:66280", "issue:65728|issue:67088", "issue:66008|issue:66088", "issue:63026|issue:66288", "issue:53871|issue:67342" ], "prepared_review_unit_hash": "188ee71273b6ddf410d8ce6a6992cec1e98c8b453a384210b161e31fd7fed0b2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13563, "estimated_input_tokens": 3391, "estimated_eval_tokens": 7038 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are superficially similar but describe different bugs or code paths. The only clear duplicate-like pair is the onboarding/configure trim error issues (66624 and 66718).", "confidence": 0.87, "canonical_issue_reason": "issue:66718 is the strongest canonical candidate for the trim() crash: it has the clearest title, the most discussion/inbound activity, and matches issue:66624\u2019s onboarding/configure channel-selection TypeError closely.", "canonical_pr_reason": null, "best_issue_reason": "issue:66718 is the best representative issue in this set because it is the most active and specific of the near-duplicate trim() reports; the rest of the issues appear unrelated or only broadly similar.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64003", "right": "issue:64262", "accept": false, "reason": "Different failures: one is a missing idempotencyKey in memory-core REM dreaming, the other is garbled model output." }, { "left": "issue:63819", "right": "issue:64319", "accept": false, "reason": "Unrelated symptoms and subsystems: stuck-running session lifecycle vs models auth/GitHub authorization UI." }, { "left": "issue:65565", "right": "issue:67199", "accept": false, "reason": "Both mention defaults, but they affect different flows: dashboard agent defaultId config vs HTTP chat-completions thinkingDefault propagation." }, { "left": "issue:66624", "right": "issue:66718", "accept": true, "reason": "Same concrete crash: both report a TypeError on undefined.trim during configure/onboard channel selection, with matching failure mode and path." }, { "left": "issue:53928", "right": "issue:66280", "accept": false, "reason": "Different request paths and causes: Bedrock credential loading for embedded hooks vs gateway model override routing/500 error." }, { "left": "issue:65728", "right": "issue:67088", "accept": false, "reason": "Different problems: gateway unauthorized startup vs macOS GUI detection falsely blocked by SSH_* env vars." }, { "left": "issue:66008", "right": "issue:66088", "accept": false, "reason": "Different content issues: missing whitespace in thinking lines vs Discord skill missing channels.discord.token in multi-account config." }, { "left": "issue:63026", "right": "issue:66288", "accept": false, "reason": "Both involve web UI media handling, but one is misrouting uploads to heartbeat and the other is images disappearing/not reaching the agent; not clearly the same bug." }, { "left": "issue:53871", "right": "issue:67342", "accept": false, "reason": "Both are upgrade regressions, but they concern different integrations and failures: Telegram channel config vs BlueBubbles gateway runtime initialization." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 284, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53424", "issue:53953", "issue:63999", "issue:64293", "issue:64534", "issue:64802", "issue:65236", "issue:65316", "issue:65360", "issue:65861", "issue:65862", "issue:66314", "issue:66486", "issue:66799", "issue:66848", "issue:67353", "issue:67366" ], "soft_pairs": [ "issue:67353|issue:67366", "issue:53424|issue:53953", "issue:65861|issue:66486", "issue:65316|issue:66799", "issue:66848|issue:67353", "issue:63999|issue:65862", "issue:64534|issue:65236", "issue:64293|issue:64802", "issue:65360|issue:66314" ], "prepared_review_unit_hash": "51a2c55aad789dde17d67d3021a88e0ebd1ad0a54b700d926474ba8aa8a01aa0", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12844, "estimated_input_tokens": 3211, "estimated_eval_tokens": 6678 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are unrelated. I accepted two onboarding trim() TypeError links as likely the same underlying bug, but rejected the rest because they only share a broad subsystem or error shape rather than the same concrete defect.", "confidence": 0.62, "canonical_issue_reason": "issue:66848 is the broadest/root report of the undefined `.trim()` TypeError, while issue:67353 and issue:67366 read like specific onboarding reproductions of the same failure mode.", "canonical_pr_reason": null, "best_issue_reason": "issue:66848 is the strongest canonical issue candidate overall because it names the exact runtime error without narrowing it to one onboarding branch, making it the best umbrella for the duplicate chain.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67353", "right": "issue:67366", "accept": true, "reason": "Both describe the same onboarding-time `Cannot read properties of undefined (reading 'trim')` failure; the second is just a more specific trigger (replacing Telegram token)." }, { "left": "issue:53424", "right": "issue:53953", "accept": false, "reason": "Both mention missing shipped extension artifacts, but they are different plugins and different failure modes, so this looks like a packaging class of issues rather than the same bug." }, { "left": "issue:65861", "right": "issue:66486", "accept": false, "reason": "Unrelated problems: one is a bad labeler path in config, the other is an image-model routing bug." }, { "left": "issue:65316", "right": "issue:66799", "accept": false, "reason": "Both are security/access-control related, but they affect different APIs and opposite directions of access; not the same concrete defect." }, { "left": "issue:66848", "right": "issue:67353", "accept": true, "reason": "Same undefined `.trim()` TypeError, and both point to onboarding/session setup code paths; 67353 adds a specific reproduction that fits the same root bug." }, { "left": "issue:63999", "right": "issue:65862", "accept": false, "reason": "Different features and different symptoms; no shared code-path bug is evident." }, { "left": "issue:64534", "right": "issue:65236", "accept": false, "reason": "Both are provider routing mismatches, but they involve different providers and different endpoints, so they are not safely mergeable as one bug." }, { "left": "issue:64293", "right": "issue:64802", "accept": false, "reason": "Heartbeat configuration/runtime behavior is unrelated to a Railway Docker image version issue." }, { "left": "issue:65360", "right": "issue:66314", "accept": false, "reason": "Different user-visible bugs in unrelated parts of the app: context-window display versus billing-error messaging." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 285, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53424", "issue:53566", "issue:53798", "issue:62627", "issue:64048", "issue:64850", "issue:65165", "issue:65488", "issue:65613", "issue:65790", "issue:66306", "issue:66582", "issue:66677", "issue:66688", "issue:66848", "issue:67170", "issue:67414" ], "soft_pairs": [ "issue:64850|issue:65165", "issue:64048|issue:64850", "issue:53798|issue:67170", "issue:53566|issue:65488", "issue:66677|issue:66848", "issue:65613|issue:66306", "issue:65790|issue:67414", "issue:66582|issue:66688", "issue:53424|issue:62627" ], "prepared_review_unit_hash": "49f2e806d05a35a30be9c0d8f4a5920a8c875dc308f84df0678182563eb32068", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12490, "estimated_input_tokens": 3123, "estimated_eval_tokens": 6502 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster appears to be a loose false-positive grouping of unrelated bug reports across different plugins, UIs, and runtime paths. None of the soft-edge pairs look like the same underlying bug or change, so all are rejected.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64850", "right": "issue:65165", "accept": false, "reason": "Different failures: ACP/qwen-code runtime backend unavailable vs multimodal image upload rejection. No shared code-path or concrete duplicate symptoms." }, { "left": "issue:64048", "right": "issue:64850", "accept": false, "reason": "Both mention Ollama/qwen, but one is about opening Claw/Ollama and the other about agent spawn/runtime backend availability. Too different to merge." }, { "left": "issue:53798", "right": "issue:67170", "accept": false, "reason": "Both involve audio/voice, but the reported bugs are on different platforms and symptoms: missing duration display in Feishu vs Telegram delivery failure." }, { "left": "issue:53566", "right": "issue:65488", "accept": false, "reason": "Completely unrelated: Google Vertex model-name validation vs a context/Heartbeat-turns issue." }, { "left": "issue:66677", "right": "issue:66848", "accept": false, "reason": "QuickStart channel-selection onboarding issue versus a generic trim TypeError; no clear shared underlying bug." }, { "left": "issue:65613", "right": "issue:66306", "accept": false, "reason": "Both mention health checks, but one is Discord stale-socket restarts and the other is macOS UI stuck pending; different code paths and symptoms." }, { "left": "issue:65790", "right": "issue:67414", "accept": false, "reason": "Both concern images in the UI, but one is attachment insertion and the other is pasted-image preview/history reprocessing. Related area, not the same bug." }, { "left": "issue:66582", "right": "issue:66688", "accept": false, "reason": "Memory-related but distinct: active memory behavior versus memory index failing to recognize Ollama as an embedding provider." }, { "left": "issue:53424", "right": "issue:62627", "accept": false, "reason": "Packaging/build issues in the extensions area, but one is a missing WhatsApp extension and the other is missing optional deps breaking bundled channel plugins. Not the same defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 286, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53284", "issue:53376", "issue:53628", "issue:62819", "issue:64048", "issue:64282", "issue:64794", "issue:64836", "issue:65130", "issue:65201", "issue:65810", "issue:65840", "issue:66008", "issue:66202", "issue:66219", "issue:66647", "issue:66915", "issue:67136" ], "soft_pairs": [ "issue:53284|issue:62819", "issue:66915|issue:67136", "issue:53376|issue:66647", "issue:64794|issue:64836", "issue:53628|issue:66008", "issue:64048|issue:65840", "issue:65201|issue:66219", "issue:65810|issue:66202", "issue:64282|issue:65130", "issue:64048|issue:65810" ], "prepared_review_unit_hash": "9e86759b102ee00c205578f56b3da8359c9e79588ffbb4846730f0613ea84bb3", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13373, "estimated_input_tokens": 3344, "estimated_eval_tokens": 6944 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "One soft duplicate looks plausible: the two update-failure issues appear to describe the same underlying updater replacement problem. The other pairs are too broad or point to different code paths, so I would reject them as duplicates.", "confidence": 0.72, "canonical_issue_reason": "issue:65130 is the most specific and actionable of the update-related reports, describing the container updater failing to replace the old OpenClaw version during upgrade.", "canonical_pr_reason": null, "best_issue_reason": "issue:65130 is the best global issue candidate because it names the failing update path and the concrete failure mode, making it a stronger representative than the vague 'Can't update' report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53284", "right": "issue:62819", "accept": false, "reason": "Both mention cron/isolated-session messaging, but one is about Web UI persistence and the other about QQ channel delivery; not enough evidence they are the same concrete bug." }, { "left": "issue:66915", "right": "issue:67136", "accept": false, "reason": "These describe different tools and different failures: edit-tool whitespace mismatch vs write-tool claiming success without creating a file." }, { "left": "issue:53376", "right": "issue:66647", "accept": false, "reason": "Different integrations and bugs: Feishu 400 error for missing receive_id_type versus Telegram caption content causing prompt/token explosion." }, { "left": "issue:64794", "right": "issue:64836", "accept": false, "reason": "Both involve auth/config, but one is a missing configPatch fields bug in the wizard and the other is auth config loss after npm upgrade; different failure modes and likely different fixes." }, { "left": "issue:53628", "right": "issue:66008", "accept": false, "reason": "Unrelated symptoms: XDG_CONFIG_HOME not processed during skill installation versus missing whitespace in thinking lines." }, { "left": "issue:64048", "right": "issue:65840", "accept": false, "reason": "Both mention models, but one is a vague openclaw/ollama qwen issue and the other is image-tool model registration lookup; too little to treat as the same bug." }, { "left": "issue:65201", "right": "issue:66219", "accept": false, "reason": "Both concern doctor/token handling, but one is a false positive warning and the other is a repair command re-embedding sensitive tokens; distinct problems." }, { "left": "issue:65810", "right": "issue:66202", "accept": false, "reason": "Fallback logic on connection errors is different from ollama models becoming unavailable after upgrade; these are related to model access but not the same defect." }, { "left": "issue:64282", "right": "issue:65130", "accept": true, "reason": "Both are update failures centered on replacing/upgrading the existing install; the titles strongly suggest the same updater/package-manager bug." }, { "left": "issue:64048", "right": "issue:65810", "accept": false, "reason": "One is a vague qwen/ollama model issue and the other is specifically about fallback behavior on connection errors; not the same code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 287, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53363", "issue:53425", "issue:53582", "issue:53797", "issue:54004", "issue:62967", "issue:63819", "issue:64174", "issue:64687", "issue:64775", "issue:64841", "issue:66142", "issue:66356", "issue:66591", "issue:67257", "issue:67267", "issue:67393" ], "soft_pairs": [ "issue:53797|issue:62967", "issue:54004|issue:66142", "issue:53363|issue:53425", "issue:63819|issue:64174", "issue:64687|issue:64775", "issue:53582|issue:67267", "issue:66356|issue:67257", "issue:66591|issue:67267", "issue:64841|issue:67393" ], "prepared_review_unit_hash": "962123d3877ae7d760dc45f256f91d564f4c8dfc79f149889b3fc9a0e1e99768", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12810, "estimated_input_tokens": 3203, "estimated_eval_tokens": 6662 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These look like a loose similarity cluster rather than a true duplicate set: most pairs share a subsystem or error shape, but the concrete failures differ. I would reject all soft-edge merges. No PRs are present in the cluster.", "confidence": 0.92, "canonical_issue_reason": "Issue 64687 is the broadest and most active OAuth/openai-codex report, so it is the best representative if one issue must anchor this mixed cluster.", "canonical_pr_reason": null, "best_issue_reason": "64687 has the widest scope, the most discussion, and overlaps the most with the other OAuth-related reports, making it the best global issue candidate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53797", "right": "issue:62967", "accept": false, "reason": "Both are 400-style model/API failures, but one is a GitHub Copilot provider model support error and the other is a gpt-5-mini reasoning_effort regression; different code paths." }, { "left": "issue:54004", "right": "issue:66142", "accept": false, "reason": "Both mention isolated cron sessions, but one is a MiniMax API hang and the other is missing exec tool calls; related area, not the same bug." }, { "left": "issue:53363", "right": "issue:53425", "accept": false, "reason": "Both involve post-upgrade request validation failures, but the providers and concrete errors differ (Mistral 422 vs OAuth/openai-codex invalid tools[*].name pattern)." }, { "left": "issue:63819", "right": "issue:64174", "accept": false, "reason": "One is a stuck-running session/state bug and the other is an OAuth runtime 403 HTML failure; no shared underlying failure mode is evident." }, { "left": "issue:64687", "right": "issue:64775", "accept": false, "reason": "Both involve openai-codex OAuth, but one is a broad OAuth breakage report and the other is a setup-specific oauth error for openclaw; too little evidence they are the same defect." }, { "left": "issue:53582", "right": "issue:67267", "accept": false, "reason": "Both describe message loops, but they affect different channels and behaviors (iMessage self-chat NO_REPLY vs web UI feedback loop)." }, { "left": "issue:66356", "right": "issue:67257", "accept": false, "reason": "Both are plugin/setup-related, but one is Discord guided setup token handling and the other is Telegram plugin export loading; distinct bugs." }, { "left": "issue:66591", "right": "issue:67267", "accept": false, "reason": "Completely different subsystems: a context-engine factory validation error versus a web UI message loop." }, { "left": "issue:64841", "right": "issue:67393", "accept": false, "reason": "Disabled memory-lancedb config validation and Gateway virtual-memory bloat are unrelated failures with no shared code-path evidence." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 288, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53322", "issue:53863", "issue:63026", "issue:63569", "issue:64665", "issue:64814", "issue:64844", "issue:65151", "issue:65524", "issue:65613", "issue:65949", "issue:65971", "issue:66090", "issue:66219", "issue:66356", "issue:66393", "issue:66915", "issue:67573" ], "soft_pairs": [ "issue:63026|issue:66393", "issue:66219|issue:66915", "issue:64814|issue:66356", "issue:64844|issue:67573", "issue:65613|issue:65971", "issue:64665|issue:66090", "issue:53322|issue:65949", "issue:53863|issue:63569", "issue:65151|issue:65524" ], "prepared_review_unit_hash": "ec4b0802d3fbd60c208e69f7b1cf44321a27bd75405054fdfa605e4f23b99622", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13306, "estimated_input_tokens": 3327, "estimated_eval_tokens": 6910 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster does not appear to contain a single duplicate set: the issues span unrelated subsystems (browser execution, web UI assets, uploads, WhatsApp media, Discord, model defaults, session persistence, etc.). All soft pairs should be rejected.", "confidence": 0.98, "canonical_issue_reason": "No canonical issue: the items describe distinct bugs across different features and code paths, so there is no single representative issue for the cluster.", "canonical_pr_reason": "No canonical PR: there are no PRs in this cluster, and the issues are not one underlying change request.", "best_issue_reason": "No global best issue; the cluster is heterogeneous and no issue is a clear umbrella for the others.", "best_pr_reason": "No global best PR; there are no pull requests present.", "soft_edge_verdicts": [ { "left": "issue:63026", "right": "issue:66393", "accept": false, "reason": "Different problems: missing packaged control-ui assets vs webchat image rendering; unrelated layers and fixes." }, { "left": "issue:66219", "right": "issue:66915", "accept": false, "reason": "Systemd token leakage in repair workflow is unrelated to edit-tool whitespace mismatch error handling." }, { "left": "issue:64814", "right": "issue:66356", "accept": false, "reason": "Plugin config null in extension register() is a different extension lifecycle bug than Discord wizard skipping token input." }, { "left": "issue:64844", "right": "issue:67573", "accept": false, "reason": "Both involve model defaults, but one is /new injecting the wrong model and the other is /new and /reset clearing overrides; related area, not the same bug." }, { "left": "issue:65613", "right": "issue:65971", "accept": false, "reason": "Discord stale-socket restart loop is a channel-specific health-monitor issue, not the macOS gateway message-processing stall." }, { "left": "issue:64665", "right": "issue:66090", "accept": false, "reason": "Both mention WhatsApp media, but one is outbound media being dropped with hasMedia=false and the other is a generic sending-media report; not enough evidence of the same defect." }, { "left": "issue:53322", "right": "issue:65949", "accept": false, "reason": "Browser tool timing regression in assistant replies is separate from Discord threads not recognizing browser capability." }, { "left": "issue:53863", "right": "issue:63569", "accept": false, "reason": "Package missing control-ui dist assets is unrelated to missing qa/scenarios files breaking completion cache generation." }, { "left": "issue:65151", "right": "issue:65524", "accept": false, "reason": "Cron session-file persistence failure is a different lifecycle/storage bug than deleted agents' sessions remaining accessible." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 289, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53285", "issue:53322", "issue:53431", "issue:53523", "issue:53785", "issue:53798", "issue:53959", "issue:62568", "issue:64188", "issue:64319", "issue:64529", "issue:64955", "issue:65305", "issue:65500", "issue:65848", "issue:66124", "issue:66281", "issue:67516" ], "soft_pairs": [ "issue:65500|issue:65848", "issue:53285|issue:62568", "issue:53523|issue:53785", "issue:53959|issue:64955", "issue:53431|issue:67516", "issue:53322|issue:66281", "issue:64188|issue:64319", "issue:53798|issue:64529", "issue:65305|issue:66124" ], "prepared_review_unit_hash": "b074b40d802959e2059afac84a2b42ad86cabbec574f9daeb29bbdb3dbe7bedc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13337, "estimated_input_tokens": 3335, "estimated_eval_tokens": 6926 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is not a single duplicate cluster: the soft pairs mostly share only broad subsystem keywords (browser, auth, matrix, audio, config) but describe different failure modes and code paths. No soft edge looks safe to merge as the same bug.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65500", "right": "issue:65848", "accept": false, "reason": "Both mention user-facing model/skill management, but one is about /models visibility and the other about Python-based skill installation; different workflows and likely different bugs." }, { "left": "issue:53285", "right": "issue:62568", "accept": false, "reason": "Both are missing npm dependency reports, but for different packages (@whiskeysockets/baileys vs @buape/carbon) and different affected features." }, { "left": "issue:53523", "right": "issue:53785", "accept": false, "reason": "Both touch Matrix, but one is a gateway crash from a homeserver config and the other is an npm packaging/binary omission; not the same code-path failure." }, { "left": "issue:53959", "right": "issue:64955", "accept": false, "reason": "Both involve tool execution/auth plumbing, but one is a general tools-not-running regression and the other is an x_search SecretRef resolution bug; distinct failures." }, { "left": "issue:53431", "right": "issue:67516", "accept": false, "reason": "Browser/tooling language overlaps are superficial; one is browser actions running too late, the other is an unrelated onboarding TypeError." }, { "left": "issue:53322", "right": "issue:66281", "accept": false, "reason": "Both are browser-related, but one is premature assistant replies before actions complete and the other is Chrome attach/CDP failure on macOS; different root causes." }, { "left": "issue:64188", "right": "issue:64319", "accept": false, "reason": "Both concern GitHub authorization/model setup, but one is a failed add-model action and the other is a UI stuck on waiting for authorization; not clearly the same bug." }, { "left": "issue:53798", "right": "issue:64529", "accept": false, "reason": "Both mention audio/media, but one is missing duration display for Feishu voice messages and the other is TTS media being blocked by path allowlisting." }, { "left": "issue:65305", "right": "issue:66124", "accept": false, "reason": "Both are config/schema mismatches, but they affect different settings and validation paths: historyLimit(0) vs dreaming config write/reject behavior." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 290, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:63079", "issue:64351", "issue:64644", "issue:64687", "issue:65125", "issue:65236", "issue:65431", "issue:65500", "issue:65706", "issue:66008", "issue:66262", "issue:66288", "issue:66393", "issue:66639", "issue:66647", "issue:66861", "issue:67019" ], "soft_pairs": [ "issue:66262|issue:66861", "issue:66647|issue:67019", "issue:64644|issue:66639", "issue:63079|issue:65125", "issue:64687|issue:66008", "issue:65236|issue:65431", "issue:65500|issue:65706", "issue:66288|issue:66393", "issue:64351|issue:65706" ], "prepared_review_unit_hash": "a162a65b8e3f75bcd4255805c3cfcbb3aef6eb951c5212f8ddb4e41266569df2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12593, "estimated_input_tokens": 3149, "estimated_eval_tokens": 6554 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a loose set of unrelated bug reports; the soft-similar pairs share broad themes but not the same concrete failure mode, so none should be merged as duplicates.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue stands out because the items span different subsystems and symptoms; the closest overlaps are still distinct bugs rather than one underlying report.", "canonical_pr_reason": null, "best_issue_reason": "issue:65236 is the strongest standalone report: it clearly identifies a regression, the affected version, and the exact gateway endpoint mismatch (/responses vs /v1/messages).", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66262", "right": "issue:66861", "accept": false, "reason": "Both involve state/resume behavior, but one is stale app-server thread binding after gateway reset while the other is resume quality after compaction; different bug and fix path." }, { "left": "issue:66647", "right": "issue:67019", "accept": false, "reason": "Telegram caption prompt injection/token explosion is unrelated to GLM-4.7 output gibberish; different component and failure mode." }, { "left": "issue:64644", "right": "issue:66639", "accept": false, "reason": "One reports empty chat content during MiniMax image understanding calls, the other says the image tool does not support MiniMax as an image backend; not the same underlying bug." }, { "left": "issue:63079", "right": "issue:65125", "accept": false, "reason": "GoogleChat audience validation/response failure and macOS browser-attach failure are separate code paths and symptoms." }, { "left": "issue:64687", "right": "issue:66008", "accept": false, "reason": "OAuth breakage and missing whitespace in thinking lines are unrelated issues." }, { "left": "issue:65236", "right": "issue:65431", "accept": false, "reason": "A MiniMax portal endpoint regression is different from a model capability/image-support mismatch in the image tool." }, { "left": "issue:65500", "right": "issue:65706", "accept": false, "reason": "Visible /models entries and node status/list synchronization are related to the same platform but not the same concrete defect." }, { "left": "issue:66288", "right": "issue:66393", "accept": false, "reason": "Both are webchat image-related, but one is upload/agent content propagation and the other is image viewing/rendering; too different to treat as duplicates." }, { "left": "issue:64351", "right": "issue:65706", "accept": false, "reason": "Sidecar auto-start failure is not the same bug as node status/list desynchronization." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 291, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53798", "issue:53876", "issue:62875", "issue:63130", "issue:63190", "issue:63979", "issue:65002", "issue:65293", "issue:65400", "issue:65451", "issue:65790", "issue:65861", "issue:66099", "issue:66470", "issue:66647", "issue:66669", "issue:67261", "issue:67355" ], "soft_pairs": [ "issue:65451|issue:65790", "issue:65790|issue:66669", "issue:65400|issue:67261", "issue:53876|issue:63130", "issue:63979|issue:66470", "issue:65861|issue:67355", "issue:62875|issue:65293", "issue:65002|issue:66647", "issue:65400|issue:66099", "issue:53798|issue:63190" ], "prepared_review_unit_hash": "c213336031e3950a08a29ffbe3b0e44dc6c8864a02c5408caf1be864a0edf265", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13532, "estimated_input_tokens": 3383, "estimated_eval_tokens": 7022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly unrelated bugs across different products and subsystems. No soft pair looks like a true duplicate; the closest overlap is the WhatsApp/media attachment reports, but they still point to different delivery paths or surfaces.", "confidence": 0.88, "canonical_issue_reason": "Issue 65002 is the clearest, most concrete standalone bug report in the set: it names the outbound WhatsApp delivery path and a specific failure mode ('mediaUrl silently dropped', 'hasMedia: false').", "canonical_pr_reason": null, "best_issue_reason": "Issue 65002 is the strongest representative issue overall because it is specific, actionable, and ties the symptom to a concrete code path rather than a broad user-facing complaint.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65451", "right": "issue:65790", "accept": false, "reason": "Both mention images/media, but one is an outbound WhatsApp transport problem and the other is a web UI attachment issue; different code paths and symptoms." }, { "left": "issue:65790", "right": "issue:66669", "accept": false, "reason": "Both involve image attachments in the UI, but one says images are not attached when sending and the other says sent images are not rendered in chat; adjacent, not the same bug." }, { "left": "issue:65400", "right": "issue:67261", "accept": false, "reason": "Browser --help startup slowness and a Venice response crash are unrelated failures in different areas." }, { "left": "issue:53876", "right": "issue:63130", "accept": false, "reason": "Telegram channel configuration after upgrade and claude-cli token refresh are separate authentication/configuration bugs with no shared concrete code path." }, { "left": "issue:63979", "right": "issue:66470", "accept": false, "reason": "One is gateway streaming-state cleanup; the other is a UI 'pondering' state stuck after completion. Similar lifecycle flavor, but not the same underlying defect." }, { "left": "issue:65861", "right": "issue:67355", "accept": false, "reason": "A bad labeler.yml path and a pending health check are unrelated." }, { "left": "issue:62875", "right": "issue:65293", "accept": false, "reason": "Bundled plugin packaging missing src/ and doctor --fix leaving a dangling channel reference are different maintenance/config bugs." }, { "left": "issue:65002", "right": "issue:66647", "accept": false, "reason": "WhatsApp outbound media being dropped and Telegram caption binary injection are different platforms and failure modes; not mergeable as one fix." }, { "left": "issue:65400", "right": "issue:66099", "accept": false, "reason": "Full app boot on --help versus Chrome CDP websocket unreachable after start are distinct Chrome-related issues, not the same bug." }, { "left": "issue:53798", "right": "issue:63190", "accept": false, "reason": "Feishu voice duration display and Telegram voice note not reaching ASR are different products and different layers (rendering vs ingestion)." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 292, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53431", "issue:53687", "issue:53753", "issue:53786", "issue:63079", "issue:63752", "issue:63923", "issue:64282", "issue:65514", "issue:65763", "issue:66280", "issue:66393", "issue:66752", "issue:66848", "issue:66942", "issue:67100", "issue:67469", "issue:67483" ], "soft_pairs": [ "issue:64282|issue:66752", "issue:53753|issue:65763", "issue:63079|issue:67469", "issue:67100|issue:67483", "issue:66848|issue:66942", "issue:53431|issue:53786", "issue:63752|issue:66280", "issue:53687|issue:66393", "issue:63923|issue:65514" ], "prepared_review_unit_hash": "68583dd73753a00389a551b9733f6290f47eb83dbef46658dd8756c8d798ed15", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13290, "estimated_input_tokens": 3323, "estimated_eval_tokens": 6902 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly heterogeneous. Only one soft pair looks like a true duplicate (the two identical trim() TypeError issues). The image-viewing/webchat pair is close but still not clearly the same underlying bug; the rest are distinct subsystems or root causes.", "confidence": 0.91, "canonical_issue_reason": "issue:66848 is the best anchor for the exact duplicate trim() crash pair: it appeared first, has the fuller discussion, and the sibling issue 66942 adds no new underlying behavior.", "canonical_pr_reason": null, "best_issue_reason": "issue:66848 is the strongest issue to keep as the representative bug report in this cluster because it matches its duplicate exactly and has enough context to diagnose the undefined.trim crash.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64282", "right": "issue:66752", "accept": false, "reason": "Different failure modes: a generic update failure versus an ARM64 npm global install module-resolution error." }, { "left": "issue:53753", "right": "issue:65763", "accept": false, "reason": "Both involve model/provider handling, but one is a model picker bug and the other is an allowlist/alias validation issue." }, { "left": "issue:63079", "right": "issue:67469", "accept": false, "reason": "Unrelated products and symptoms: Google Chat not responding versus Gemini replies not being persisted to transcripts/history." }, { "left": "issue:67100", "right": "issue:67483", "accept": false, "reason": "Both are onboarding TypeErrors, but they point to different code paths and different undefined fields ('trim' vs docsPath)." }, { "left": "issue:66848", "right": "issue:66942", "accept": true, "reason": "Same title, same undefined.trim crash, and no evidence of distinct root causes; this looks like the same bug report duplicated." }, { "left": "issue:53431", "right": "issue:53786", "accept": false, "reason": "Feishu-bot messaging failure and dashboard/bot status desync are related only at the subsystem level, not the same concrete bug." }, { "left": "issue:63752", "right": "issue:66280", "accept": false, "reason": "Anthropic API-key lookup failure is a configuration/auth issue, while x-openclaw-model override 500 is a gateway routing bug." }, { "left": "issue:53687", "right": "issue:66393", "accept": true, "reason": "Both report webchat image viewing/inspection failing, and the second issue is a broad restatement of the same missing media-understanding functionality." }, { "left": "issue:63923", "right": "issue:65514", "accept": false, "reason": "Both are compaction-related, but one is a custom contextWindow trigger problem and the other is tokenBudget forwarding; different root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 293, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53431", "issue:53643", "issue:53786", "issue:53946", "issue:62748", "issue:63450", "issue:64011", "issue:64302", "issue:64844", "issue:65514", "issue:65645", "issue:65967", "issue:66728", "issue:66908", "issue:67291", "issue:67366", "issue:67483", "issue:67485" ], "soft_pairs": [ "issue:66728|issue:67291", "issue:53786|issue:65645", "issue:66908|issue:67485", "issue:64844|issue:65967", "issue:64302|issue:65514", "issue:67366|issue:67483", "issue:53431|issue:53643", "issue:63450|issue:64011", "issue:53946|issue:62748" ], "prepared_review_unit_hash": "bc3312f23bdb9fe5fb081d9b4a8fffee5956a78fef42d1433619c97360c486e4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13492, "estimated_input_tokens": 3373, "estimated_eval_tokens": 7002 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a loose cluster of unrelated bugs; the only strong duplicate-looking pair is the onboarding crash during channel selection/skip. Most other pairs share broad subsystems (onboarding, update, model selection, gateway, compaction) but not the same concrete failure path.", "confidence": 0.83, "canonical_issue_reason": "Issue 67291 is the clearest, most central onboarding crash report: it has the most discussion and inbound references, and its title directly captures the user-facing failure when setting up channels and trying to skip.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67291 is the best cluster representative because it is well-described, highly engaged, and broad enough to cover the duplicated onboarding skip/channel-selection crash theme.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66728", "right": "issue:67291", "accept": true, "reason": "Same onboarding crash path: both describe failing during channel selection / \"Skip for now\" and imply the same undefined-value trim error." }, { "left": "issue:53786", "right": "issue:65645", "accept": false, "reason": "Different bugs: real-time Feishu/Dashboard desync versus model listing/UI discovery problems." }, { "left": "issue:66908", "right": "issue:67485", "accept": false, "reason": "Both involve update/link breakage, but the reported failures differ too much (npm link after UI update vs lost bin symlink in nvm) to treat as the same bug." }, { "left": "issue:64844", "right": "issue:65967", "accept": false, "reason": "Both are model-related UI issues, but one is wrong model injection on /new session and the other is stale model display after fallback; different code paths." }, { "left": "issue:64302", "right": "issue:65514", "accept": false, "reason": "Both mention compaction/token budgeting, but one is ignored compaction settings and the other is MiniMax tokenBudget forwarding; not clearly the same defect." }, { "left": "issue:67366", "right": "issue:67483", "accept": false, "reason": "Both happen during onboarding, but one crashes while replacing a Telegram token and the other fails in docs-link formatting for undefined docsPath; separate root causes." }, { "left": "issue:53431", "right": "issue:53643", "accept": false, "reason": "Completely different symptoms and subsystems: WebSocket message delivery for Feishu bot versus unstable skill-list display." }, { "left": "issue:63450", "right": "issue:64011", "accept": false, "reason": "Different gateway failures: startup delay blocked by a WS request versus a Windows crash from reconnecting a zombie Discord gateway connection." }, { "left": "issue:53946", "right": "issue:62748", "accept": false, "reason": "Different packaging issues: plugin SDK path parsing versus global install staging missing runtime dependencies." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 294, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53363", "issue:53687", "issue:53863", "issue:53946", "issue:62749", "issue:63979", "issue:64244", "issue:64916", "issue:65281", "issue:66151", "issue:66848", "issue:67084", "issue:67107", "issue:67150", "issue:67152", "issue:67291", "issue:67422" ], "soft_pairs": [ "issue:53946|issue:62749", "issue:67107|issue:67291", "issue:53363|issue:67084", "issue:53273|issue:53863", "issue:66848|issue:67150", "issue:64916|issue:65281", "issue:66151|issue:67152", "issue:53687|issue:64244", "issue:63979|issue:67422" ], "prepared_review_unit_hash": "bddd3a58a69897721c3743ec8711e2f1f0e3b5610c0d37bf9c8733986b60569c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13317, "estimated_input_tokens": 3330, "estimated_eval_tokens": 6916 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No soft-edge pair looks like the same underlying bug with enough specificity to merge. The cluster is a mix of unrelated issues spanning packaging, onboarding, streaming, image handling, provider errors, and subagent/runtime cleanup.", "confidence": 0.83, "canonical_issue_reason": "No single canonical issue stands out because the cluster is heterogeneous; the closest matches are only broad subsystem overlaps, not the same concrete failure.", "canonical_pr_reason": null, "best_issue_reason": "issue:67291 is the strongest standalone report to represent the cluster only in terms of triage quality: it is concrete, reproducible, and has the most discussion/inbound references among the open bug reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53946", "right": "issue:62749", "accept": false, "reason": "Both involve npm packaging/runtime setup, but they fail on different assets and different code paths (plugin-sdk path parsing vs missing staged dependencies)." }, { "left": "issue:67107", "right": "issue:67291", "accept": false, "reason": "67107 is an essentially empty bug report, and 67291 is a specific onboarding/channel trim crash; there is no evidence they describe the same bug." }, { "left": "issue:53363", "right": "issue:67084", "accept": false, "reason": "Mistral 422 errors and Codex session-timeout spam are unrelated symptoms with different triggers and subsystems." }, { "left": "issue:53273", "right": "issue:53863", "accept": false, "reason": "Both mention npm package distribution, but one is acpx plugin source-path rewriting and the other is missing control-ui assets; different concrete failures." }, { "left": "issue:66848", "right": "issue:67150", "accept": false, "reason": "Generic undefined.trim crashes and being stuck on channel selection may overlap in onboarding, but the reports are too different to treat as the same underlying bug." }, { "left": "issue:64916", "right": "issue:65281", "accept": false, "reason": "Both are image-send/webchat problems, but one says the agent receives an empty message while the other says image paste/send does not work at all; not enough to unify." }, { "left": "issue:66151", "right": "issue:67152", "accept": false, "reason": "Both mention subagent/runtime lifecycle, but one is a missing module during cleanup and the other is using request-scoped runtime outside the gateway request; different concrete bugs." }, { "left": "issue:53687", "right": "issue:64244", "accept": false, "reason": "Media-understanding provider registration failure is not the same as MiniMax image routing bypassing VL-01; they affect different layers and failure modes." }, { "left": "issue:63979", "right": "issue:67422", "accept": false, "reason": "Both relate to streaming, but one is gateway state cleanup for the main session and the other is webchat new-session real-time delivery; too broad to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 295, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53785", "issue:62995", "issue:63429", "issue:63486", "issue:63979", "issue:64003", "issue:64590", "issue:65529", "issue:66094", "issue:66151", "issue:66619", "issue:66641", "issue:66669", "issue:66848", "issue:67135", "issue:67261", "issue:67393", "issue:67412" ], "soft_pairs": [ "issue:66619|issue:67261", "issue:62995|issue:66094", "issue:64003|issue:64590", "issue:66669|issue:67412", "issue:66641|issue:66848", "issue:53785|issue:66151", "issue:63979|issue:67135", "issue:65529|issue:67393", "issue:63429|issue:63486" ], "prepared_review_unit_hash": "2463fb4d77d875119ad00e5dfdad1693c2a1e5fb21d3e9f7dbdef7038b4218d5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13541, "estimated_input_tokens": 3386, "estimated_eval_tokens": 7028 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a mixed set, not one clean duplicate cluster. Two pairs look like true duplicates: the idempotencyKey memory-core reports and the trim-crash setup/installer reports. The rest are clearly separate bugs.", "confidence": 0.74, "canonical_issue_reason": "Issue 64003 is the clearest canonical representative of the memory-core/idempotencyKey bug because it states the failing path and the missing field explicitly.", "canonical_pr_reason": null, "best_issue_reason": "64003 is the strongest issue to anchor deduping in this set: the root cause is explicit, and 64590 reads like the same bug reported in a different form.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66619", "right": "issue:67261", "accept": false, "reason": "Both are TypeError crashes, but they point to different missing fields and different flows (Telegram setup trim vs Venice response parsing of id); not the same bug." }, { "left": "issue:62995", "right": "issue:66094", "accept": false, "reason": "Both involve external integrations, but one is Bedrock auth via aws-sdk and the other is ModelRegistry latency; different code paths and fixes." }, { "left": "issue:64003", "right": "issue:64590", "accept": true, "reason": "Same underlying memory-core schema bug: both report a missing idempotencyKey causing related failures in adjacent features." }, { "left": "issue:66669", "right": "issue:67412", "accept": false, "reason": "Both are Control UI symptoms, but one is image attachment rendering and the other is sent-message visibility; likely separate UI defects." }, { "left": "issue:66641", "right": "issue:66848", "accept": true, "reason": "The exact trim TypeError and the installer QuickStart crash align as the same undefined-field bug in the setup flow." }, { "left": "issue:53785", "right": "issue:66151", "accept": false, "reason": "Unrelated issues: matrix-sdk-crypto-nodejs packaging versus subagent cleanup missing module." }, { "left": "issue:63979", "right": "issue:67135", "accept": false, "reason": "Gateway streaming-state leakage and webchat context-meter overflow are different bugs in different subsystems." }, { "left": "issue:65529", "right": "issue:67393", "accept": false, "reason": "Microsoft Edge TTS provider registration and Gateway virtual-memory bloat are unrelated." }, { "left": "issue:63429", "right": "issue:63486", "accept": false, "reason": "Different problems: unknown memory embedding provider versus Matrix interaction becoming unresponsive." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 296, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53363", "issue:53523", "issue:53709", "issue:53871", "issue:54060", "issue:63130", "issue:64292", "issue:64529", "issue:64802", "issue:64839", "issue:64850", "issue:65086", "issue:65294", "issue:65424", "issue:65514", "issue:65706", "issue:65949", "issue:66405" ], "soft_pairs": [ "issue:64292|issue:65086", "issue:53523|issue:53709", "issue:53363|issue:54060", "issue:64802|issue:65706", "issue:64529|issue:66405", "issue:65424|issue:65514", "issue:65294|issue:65949", "issue:64839|issue:64850", "issue:53871|issue:63130" ], "prepared_review_unit_hash": "f45e3a03173d4d3ac9181d267a337515a9e533c73a6e3363275d7169b52d175c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13434, "estimated_input_tokens": 3359, "estimated_eval_tokens": 6974 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the soft pairs share broad subsystem vocabulary, but each pair describes a different bug or regression. None of the candidate pairs should be merged as duplicates; if anything, issue 66405 is the broadest umbrella-style report, but it does not actually unify the rest of the cluster.", "confidence": 0.95, "canonical_issue_reason": "Issue 66405 is the broadest issue title in the set and reads most like an umbrella regression report, so it is the closest thing to a cluster anchor.", "canonical_pr_reason": null, "best_issue_reason": "66405 is the most representative issue for this mixed cluster because it covers the widest symptom surface, even though the rest are not true duplicates of it.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64292", "right": "issue:65086", "accept": false, "reason": "Both involve sessions/spawn, but one is a permissions/validation failure and the other is a model-override/fallback mismatch; different code paths and symptoms." }, { "left": "issue:53523", "right": "issue:53709", "accept": false, "reason": "One is a gateway core dump tied to matrix homeserver config, the other is invalid GH_TOKEN propagation in exec subprocesses; unrelated bugs." }, { "left": "issue:53363", "right": "issue:54060", "accept": false, "reason": "Mistral 422 errors and a TUI rate-limit message after usage cap are distinct provider/error-handling problems, not the same bug." }, { "left": "issue:64802", "right": "issue:65706", "accept": false, "reason": "Docker image update request and node status/list sync problems are separate operational issues with no shared failure mode." }, { "left": "issue:64529", "right": "issue:66405", "accept": false, "reason": "The TTS reply-media path bug is a specific path-allowlist issue; 66405 is a broad multimedia/file I/O regression report, not the same concrete defect." }, { "left": "issue:65424", "right": "issue:65514", "accept": false, "reason": "Image attachments being dropped in chat.send and tokenBudget not forwarded for compaction are different MiniMax integration bugs." }, { "left": "issue:65294", "right": "issue:65949", "accept": false, "reason": "Accessible exec completion for isolated runs and Discord browser-capability state not refreshing are unrelated capability/state-sync problems." }, { "left": "issue:64839", "right": "issue:64850", "accept": false, "reason": "Image-tool/model support plus QQ media blocking is different from ACP backend unavailability preventing spawn; they do not share the same root cause." }, { "left": "issue:53871", "right": "issue:63130", "accept": false, "reason": "Telegram channel config regression after upgrade and claude-cli OAuth refresh failure are separate auth/configuration bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 297, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53455", "issue:53687", "issue:53696", "issue:53824", "issue:54004", "issue:63422", "issue:64801", "issue:65182", "issue:65514", "issue:65524", "issue:65600", "issue:65867", "issue:66004", "issue:66288", "issue:66682", "issue:66934", "issue:67072", "issue:67100" ], "soft_pairs": [ "issue:63422|issue:65524", "issue:66004|issue:67100", "issue:65182|issue:65867", "issue:64801|issue:66682", "issue:53824|issue:54004", "issue:66934|issue:67072", "issue:65514|issue:65600", "issue:53687|issue:66288", "issue:53455|issue:53696" ], "prepared_review_unit_hash": "484e78d154a6186df37bbddc147cb4eb31ee04b8130b4ed74a100cac1429be42", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13304, "estimated_input_tokens": 3326, "estimated_eval_tokens": 6908 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated issues from different subsystems. The only likely duplicate pair is the webchat metadata block regression; the rest look like separate bugs with different code paths and symptoms.", "confidence": 0.87, "canonical_issue_reason": "issue:53696 is the clearest representative of the duplicate webchat metadata-block bug, with explicit v3.23 regression context that matches issue:53455\u2019s report of the block appearing after replies.", "canonical_pr_reason": null, "best_issue_reason": "issue:53696 is the best anchor for the cluster\u2019s one duplicate theme because it names the UI regression directly and adds the version context.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63422", "right": "issue:65524", "accept": false, "reason": "Different failures: sub-agent exec tool calls broke after an update vs deleted agent sessions remaining accessible/executable." }, { "left": "issue:66004", "right": "issue:67100", "accept": false, "reason": "Unrelated bugs: a subagent timeout/null frozenResultText crash vs an onboarding channel selection trim error." }, { "left": "issue:65182", "right": "issue:65867", "accept": false, "reason": "Similar tag theme, but different symptoms and surfaces: Control UI stripping issue vs Gemini tags leaking into delivered messages." }, { "left": "issue:64801", "right": "issue:66682", "accept": false, "reason": "Different channel/plugin registration problems for different integrations (Discord load failure vs Telegram setMyCommands startup issue)." }, { "left": "issue:53824", "right": "issue:54004", "accept": false, "reason": "Separate cron problems with different triggers and paths: gateway restart Unknown Channel vs MiniMax API hang." }, { "left": "issue:66934", "right": "issue:67072", "accept": false, "reason": "Distinct webchat UI bugs: sender label text vs delayed message rendering on send." }, { "left": "issue:65514", "right": "issue:65600", "accept": false, "reason": "Both affect compaction, but the causes differ: MiniMax tokenBudget forwarding vs totalTokensFresh staying true after first response." }, { "left": "issue:53687", "right": "issue:66288", "accept": false, "reason": "Both involve webchat images, but one is media-understanding provider registration and the other is uploaded images disappearing/not reaching the agent." }, { "left": "issue:53455", "right": "issue:53696", "accept": true, "reason": "Same webchat regression: the metadata block is shown in the UI after replies/update." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 298, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53824", "issue:62505", "issue:62541", "issue:62875", "issue:63114", "issue:64602", "issue:64775", "issue:64794", "issue:65182", "issue:65563", "issue:65862", "issue:66082", "issue:66142", "issue:66804", "issue:66988", "issue:67158", "issue:67261", "issue:67353" ], "soft_pairs": [ "issue:65182|issue:66988", "issue:67261|issue:67353", "issue:64794|issue:66804", "issue:64775|issue:65563", "issue:62505|issue:67158", "issue:65862|issue:66082", "issue:53824|issue:66142", "issue:62541|issue:64602", "issue:62875|issue:63114" ], "prepared_review_unit_hash": "33f150d728f723a99994c6cdd3f9d06bbfd2e3a76b8d2a4d90dc837f30c15a4a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13282, "estimated_input_tokens": 3321, "estimated_eval_tokens": 6898 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a loose bundle of unrelated bug reports; the soft pairs are mostly same-subsystem similarity, not the same underlying defect. None of the candidate edges is strong enough to merge.", "confidence": 0.92, "canonical_issue_reason": "No single canonical issue stands out because the items span unrelated bugs across onboarding, cron, OAuth, plugins, and model/provider behavior.", "canonical_pr_reason": "No pull requests are present in the cluster.", "best_issue_reason": "No best issue for deduplication: the cluster is heterogeneous, so any one issue would misrepresent the others.", "best_pr_reason": "No PRs are present, so there is nothing to nominate as a canonical change.", "soft_edge_verdicts": [ { "left": "issue:65182", "right": "issue:66988", "accept": false, "reason": "Both mention UI/tag handling, but one is about stripping tags in Control UI while the other is about raw mode being forced off by a null snapshot. Different failure modes and code paths." }, { "left": "issue:67261", "right": "issue:67353", "accept": false, "reason": "One is a Venice response parsing crash on missing id/status; the other is an onboarding trim undefined error. Different subsystems and symptoms." }, { "left": "issue:64794", "right": "issue:66804", "accept": false, "reason": "OAuth configPatch fields missing in the setup wizard is unrelated to an Active Memory model timeout. Same broad UI/config area at most, but not the same bug." }, { "left": "issue:64775", "right": "issue:65563", "accept": false, "reason": "OpenAI Codex OAuth setup failure and a webhooks create_flow NOT NULL DB constraint are different code paths and error classes." }, { "left": "issue:62505", "right": "issue:67158", "accept": false, "reason": "Coding Agent completion failure is not the same as specific gpt-5.x OAuth rejection for ChatGPT/Codex. One is workflow behavior, the other is model entitlement/validation." }, { "left": "issue:65862", "right": "issue:66082", "accept": false, "reason": "Missing DuckDuckGo provider in onboarding and zero exported artifacts in memory-wiki bridge mode are unrelated feature gaps." }, { "left": "issue:53824", "right": "issue:66142", "accept": false, "reason": "Both are isolated cron-related, but one is a gateway-restart channel lookup failure and the other is exec tool calls not running. Not the same underlying defect." }, { "left": "issue:62541", "right": "issue:64602", "accept": false, "reason": "Dreaming config preventing agent creation differs from memory-core narrative generation failing idempotency validation. Related naming, but distinct bugs." }, { "left": "issue:62875", "right": "issue:63114", "accept": false, "reason": "Telegram plugin packaging missing src/ and a Slack contract-api undefined property crash are separate plugin-specific issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 299, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53582", "issue:53786", "issue:53824", "issue:62623", "issue:64244", "issue:64802", "issue:65072", "issue:65129", "issue:65451", "issue:65790", "issue:65848", "issue:66393", "issue:66480", "issue:66641", "issue:66647", "issue:66728", "issue:66732" ], "soft_pairs": [ "issue:62623|issue:66647", "issue:64802|issue:65848", "issue:66641|issue:66728", "issue:53582|issue:53786", "issue:65848|issue:66732", "issue:53824|issue:65129", "issue:64244|issue:66393", "issue:65790|issue:66480", "issue:65072|issue:65451" ], "prepared_review_unit_hash": "a0b1e88afa169dea3e3092222db7f8302e2ba9abde786a3ad70a5d8d8418400e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12629, "estimated_input_tokens": 3158, "estimated_eval_tokens": 6572 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft duplicate looks credible: the two QuickStart onboarding crash reports. The rest are related by topic at best, but describe different bugs, features, or code paths.", "confidence": 0.85, "canonical_issue_reason": "issue:66641 is the strongest representative: it is closed, has the explicit TypeError and the broadest crash description for the QuickStart channel-selection failure.", "canonical_pr_reason": null, "best_issue_reason": "issue:66641 is the best global issue to anchor the cluster because it captures the concrete crash, includes the error text, and covers the same onboarding failure mode as the narrower follow-up report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62623", "right": "issue:66647", "accept": false, "reason": "Different products and failures: Slack DM attachment download regression vs Telegram caption/token-explosion prompt injection." }, { "left": "issue:64802", "right": "issue:65848", "accept": false, "reason": "Unrelated: Railway image version bump request vs Python skill installation crash." }, { "left": "issue:66641", "right": "issue:66728", "accept": true, "reason": "Same QuickStart onboarding crash at channel selection; the 'Skip for now' path is just a narrower reproduction of the same trim/undefined failure." }, { "left": "issue:53582", "right": "issue:53786", "accept": false, "reason": "Different behaviors: iMessage self-chat reply loop vs real-time dashboard/Bot status desynchronization." }, { "left": "issue:65848", "right": "issue:66732", "accept": false, "reason": "Unrelated bugs: Python skill install failure vs Telegram reminder flow emitting a false note after scheduling." }, { "left": "issue:53824", "right": "issue:65129", "accept": false, "reason": "Both are cron-related but describe different bugs: gateway restart causing unknown channel vs cron --model override being ignored." }, { "left": "issue:64244", "right": "issue:66393", "accept": false, "reason": "Different image issues and code paths: MiniMax plugin routing bypass vs webchat image viewing failure." }, { "left": "issue:65790", "right": "issue:66480", "accept": false, "reason": "Related UI area, but one is a bug about missing message image attachment and the other is a feature request to add upload/paste support." }, { "left": "issue:65072", "right": "issue:65451", "accept": false, "reason": "Both involve image sending, but they are different channel implementations and failures: Web UI inbound image reception vs WhatsApp outbound media attachment." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 300, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53927", "issue:53959", "issue:63079", "issue:63979", "issue:64775", "issue:65316", "issue:65510", "issue:65524", "issue:65652", "issue:65917", "issue:65974", "issue:66507", "issue:66624", "issue:66988", "issue:67093", "issue:67261", "issue:67291", "issue:67301" ], "soft_pairs": [ "issue:65510|issue:66988", "issue:53927|issue:63079", "issue:67261|issue:67291", "issue:53959|issue:64775", "issue:66624|issue:67261", "issue:65917|issue:65974", "issue:66988|issue:67093", "issue:63979|issue:65652", "issue:66507|issue:67301", "issue:65316|issue:65524" ], "prepared_review_unit_hash": "1d4bf959081a781573279d25bd9125beda1cbff6f4b753aeabbb23d02d8abbb8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13558, "estimated_input_tokens": 3390, "estimated_eval_tokens": 7036 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the items cover unrelated bugs in webhooks, tool execution, channel setup, session state, onboarding, and UI output. I don\u2019t see a single underlying duplicate issue or any PR pair that should be merged together.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue: the soft candidates do not share a concrete code path or the same bug; they span multiple unrelated subsystems.", "canonical_pr_reason": null, "best_issue_reason": "If a representative issue is needed, issue 67291 is the most actionable and central report in this set: it has the most discussion/inbound references and a clear, reproducible crash description.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65510", "right": "issue:66988", "accept": false, "reason": "SecretRef resolution for Firecrawl API keys is unrelated to the config UI raw-mode snapshot bug." }, { "left": "issue:53927", "right": "issue:63079", "accept": false, "reason": "Different channels and failure modes: webhook POST 404 vs googlechat non-response." }, { "left": "issue:67261", "right": "issue:67291", "accept": false, "reason": "Different crashes in different flows: Venice response parsing vs onboarding channel setup trim error." }, { "left": "issue:53959", "right": "issue:64775", "accept": false, "reason": "Tool execution regression and OAuth setup error are separate problems with different code paths." }, { "left": "issue:66624", "right": "issue:67261", "accept": false, "reason": "Both are TypeErrors, but one is onboarding/channel selection and the other is model-response parsing." }, { "left": "issue:65917", "right": "issue:65974", "accept": false, "reason": "Both are title-only bug stubs with no evidence they describe the same underlying issue." }, { "left": "issue:66988", "right": "issue:67093", "accept": false, "reason": "Config UI raw-mode state loss is not the same bug as Discord leaking raw tool-call syntax." }, { "left": "issue:63979", "right": "issue:65652", "accept": false, "reason": "Gateway streaming-flag cleanup and dreaming/heartbeat session creation are different session-state bugs." }, { "left": "issue:66507", "right": "issue:67301", "accept": false, "reason": "Session separation across channels is unrelated to custom label reset after compaction/restart." }, { "left": "issue:65316", "right": "issue:65524", "accept": false, "reason": "Sandbox tool exposure and deleted-session accessibility are both security-adjacent, but not the same bug or code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 301, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53647", "issue:53857", "issue:62867", "issue:63486", "issue:64288", "issue:65431", "issue:65563", "issue:65742", "issue:65760", "issue:66202", "issue:66519", "issue:66582", "issue:66647", "issue:66758", "issue:66975", "issue:67032", "issue:67056", "issue:67081" ], "soft_pairs": [ "issue:62867|issue:63486", "issue:65431|issue:66758", "issue:64288|issue:66975", "issue:53857|issue:65563", "issue:65742|issue:67056", "issue:65760|issue:66647", "issue:67032|issue:67081", "issue:53647|issue:66519", "issue:66202|issue:66582" ], "prepared_review_unit_hash": "4b6a8ccc75f366332c3e8ce39c087efb9e626e1ac5102b33aa5bf2f56485da91", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13269, "estimated_input_tokens": 3318, "estimated_eval_tokens": 6892 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: each soft pair points to a different bug or subsystem, so none look like true duplicates. I rejected all soft edges and found no safe canonical issue/PR representative for the whole set.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue is safe here; the items span unrelated failures (cron, search keys, matrix UI, telegram polling/commands, image/pdf provider handling, webchat, memory, and webhook flow creation).", "canonical_pr_reason": null, "best_issue_reason": "No global best issue for duplicate consolidation: the cluster does not describe one underlying bug, so any single issue would be misleading as a representative.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62867", "right": "issue:63486", "accept": false, "reason": "Different products/symptoms: OpenClaw upgrade regression vs Matrix interaction unresponsive. No shared code-path evidence." }, { "left": "issue:65431", "right": "issue:66758", "accept": false, "reason": "Both involve image tooling, but one is about unsupported image input config and the other is an unknown-model resolution problem for providers. Distinct bugs." }, { "left": "issue:64288", "right": "issue:66975", "accept": false, "reason": "Both are Telegram-related, but one is a polling stall and the other is disappearing bot commands after upgrade. Different failure modes." }, { "left": "issue:53857", "right": "issue:65563", "accept": false, "reason": "Unrelated subsystems: web_search API key detection vs webhook flow creation failing on a NOT NULL session-key constraint." }, { "left": "issue:65742", "right": "issue:67056", "accept": false, "reason": "Both mention custom providers, but one is pdf-tool model lookup and the other is image-runtime header preservation. Different code paths." }, { "left": "issue:65760", "right": "issue:66647", "accept": false, "reason": "Prompt fallback logic discarding user text is unrelated to Telegram caption binary injection/token explosion." }, { "left": "issue:67032", "right": "issue:67081", "accept": false, "reason": "Both are webchat UI issues, but 67032 also includes missing image upload and broader lag; the symptoms are not clearly the same underlying bug." }, { "left": "issue:53647", "right": "issue:66519", "accept": false, "reason": "Different automation behaviors: isolated cron stopping at a yield boundary vs subagent completion duplicate-delivery behavior." }, { "left": "issue:66202", "right": "issue:66582", "accept": false, "reason": "Unrelated regression on ollama model availability after upgrade vs an active memory issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 302, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53925", "issue:62505", "issue:62672", "issue:62783", "issue:62880", "issue:63079", "issue:63979", "issue:64319", "issue:65314", "issue:65430", "issue:65917", "issue:66280", "issue:66533", "issue:66641", "issue:66744", "issue:67257", "issue:67261", "issue:67267" ], "soft_pairs": [ "issue:63979|issue:66533", "issue:53925|issue:64319", "issue:65430|issue:65917", "issue:62880|issue:67257", "issue:65314|issue:67267", "issue:62505|issue:62672", "issue:66641|issue:67261", "issue:62783|issue:63079", "issue:66280|issue:66744" ], "prepared_review_unit_hash": "fd2eb85819602550022ce540679a559eb4f1c7505098b0a1d365ff62aa8ee333", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13286, "estimated_input_tokens": 3322, "estimated_eval_tokens": 6900 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are not a duplicate cluster; they span unrelated bugs in gateway routing, auth, plugins, installer, provider parsing, and UI state. No single canonical issue emerges.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue: the issues describe different concrete failures across unrelated subsystems.", "canonical_pr_reason": null, "best_issue_reason": "No best issue candidate for deduplication; the set is heterogeneous rather than one underlying bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63979", "right": "issue:66533", "accept": false, "reason": "Both mention session state in the gateway/UI, but one is about clearing a streaming flag and the other is a session selector label bug; different code paths." }, { "left": "issue:53925", "right": "issue:64319", "accept": false, "reason": "/btw failing on a specific model is a request-routing bug, while the authorization issue is a models auth UI state problem." }, { "left": "issue:65430", "right": "issue:65917", "accept": false, "reason": "The BlueBubbles image ingestion bug is specific and actionable; the blank-titled issue provides no evidence of the same failure." }, { "left": "issue:62880", "right": "issue:67257", "accept": false, "reason": "Both are Telegram-related, but one is a missing published file and the other is a missing plugin export; not the same underlying bug." }, { "left": "issue:65314", "right": "issue:67267", "accept": false, "reason": "Ollama timeouts in agent mode and a web UI feedback loop are distinct behaviors in different execution paths." }, { "left": "issue:62505", "right": "issue:62672", "accept": false, "reason": "Agent completion failure and fallback 429 propagation are related only at a very broad level; they are not the same concrete defect." }, { "left": "issue:66641", "right": "issue:67261", "accept": false, "reason": "Installer crash on trimming undefined input and Venice response parsing crashing on missing id/status are separate bugs." }, { "left": "issue:62783", "right": "issue:63079", "accept": false, "reason": "OpenRouter cron auth 401 and Google Chat audience validation are different auth/provider problems." }, { "left": "issue:66280", "right": "issue:66744", "accept": false, "reason": "Both involve gateway/provider selection, but one is bad routing for an override and the other is a provider.models shape/type error in chat completions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 303, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53466", "issue:63026", "issue:63429", "issue:64756", "issue:64839", "issue:64844", "issue:65201", "issue:65488", "issue:65652", "issue:66078", "issue:66405", "issue:66768", "issue:66951", "issue:67032", "issue:67056", "issue:67170", "issue:67414" ], "soft_pairs": [ "issue:64839|issue:67056", "issue:64844|issue:66951", "issue:63026|issue:67032", "issue:53466|issue:65201", "issue:65488|issue:66768", "issue:64756|issue:65652", "issue:66405|issue:67170", "issue:63026|issue:67414", "issue:63429|issue:66078" ], "prepared_review_unit_hash": "a40fd871997742793c8a372571b2bec774ad949ed877ffe6f545743b53a90876", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12587, "estimated_input_tokens": 3147, "estimated_eval_tokens": 6550 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most soft pairs are only loosely related by subsystem and should stay separate. The only clear duplicate is the two \"Unknown memory embedding provider: ollama\" reports, which describe the same failure mode.", "confidence": 0.91, "canonical_issue_reason": "issue:63429 is the stronger canonical report: same error as the other Ollama embedding-provider issue, but with more discussion and inbound references and a fuller problem description.", "canonical_pr_reason": null, "best_issue_reason": "issue:63429 is the best global issue representative here because it is the most complete and well-referenced instance of the repeated Ollama provider bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64839", "right": "issue:67056", "accept": false, "reason": "Both involve images, but one is about a specific provider/model compatibility and blocked media URL, while the other is about provider headers not being preserved in the image runtime. Different code paths and failure modes." }, { "left": "issue:64844", "right": "issue:66951", "accept": false, "reason": "Both are model-selection bugs, but one is /new session ignoring default config and injecting the wrong model, while the other is fallback order after Ollama init failure. Related area, not the same bug." }, { "left": "issue:63026", "right": "issue:67032", "accept": false, "reason": "Both mention UI uploads, but one routes uploads to the heartbeat channel and the other reports missing image upload plus lag in webchat. Not the same underlying defect." }, { "left": "issue:53466", "right": "issue:65201", "accept": false, "reason": "Different auth-related problems: expired Codex credentials overwriting re-auth versus a doctor false-positive warning for a gateway token stored in secrets." }, { "left": "issue:65488", "right": "issue:66768", "accept": false, "reason": "Heartbeat is mentioned in both, but one is about context handling for heartbeat turns and the other about empty completed turns in a container image. Too different to merge." }, { "left": "issue:64756", "right": "issue:65652", "accept": false, "reason": "Both touch dreaming, but one is a dashboard text/layout issue and the other is dreaming being triggered on every heartbeat. Different bugs." }, { "left": "issue:66405", "right": "issue:67170", "accept": false, "reason": "Both are multimedia-related, but one is a broad v2026.4.12 regression report and the other is a Telegram delivery failure in the talk-voice plugin. Not the same concrete problem." }, { "left": "issue:63026", "right": "issue:67414", "accept": false, "reason": "Both involve image handling in the UI, but one is misrouting uploads to heartbeat and the other is blank pasted-image previews plus reprocessing on history load. Separate issues." }, { "left": "issue:63429", "right": "issue:66078", "accept": true, "reason": "These are the same underlying bug: both report the identical 'Unknown memory embedding provider: ollama' failure." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 304, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53523", "issue:53959", "issue:62505", "issue:63079", "issue:64003", "issue:64011", "issue:64319", "issue:64910", "issue:65045", "issue:65350", "issue:65949", "issue:66046", "issue:66861", "issue:67029", "issue:67247", "issue:67393", "issue:67422" ], "soft_pairs": [ "issue:53959|issue:62505", "issue:64003|issue:67029", "issue:64319|issue:65045", "issue:64910|issue:67422", "issue:65949|issue:66861", "issue:63079|issue:66046", "issue:53523|issue:64011", "issue:67247|issue:67393", "issue:64003|issue:65350" ], "prepared_review_unit_hash": "bab21a4d630a60add86e0d23dc86a54a70a2c8b6a6f782b9cc5c52b3f89099ac", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12985, "estimated_input_tokens": 3247, "estimated_eval_tokens": 6750 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: most soft pairs are related by broad symptom similarity but not the same concrete bug. The only clear duplicate is the memory-core idempotencyKey failure (#64003 / #65350).", "confidence": 0.9, "canonical_issue_reason": "Issue #64003 is the strongest canonical issue because it is specific, already closed, and has a near-exact duplicate in #65350 describing the same missing idempotencyKey failure path.", "canonical_pr_reason": null, "best_issue_reason": "#64003 is the best representative issue overall: it has the clearest root-cause description and a matching follow-up report, so it is the most useful anchor for the one true duplicate pair in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53959", "right": "issue:62505", "accept": false, "reason": "Both concern agent/tool execution failures, but the reports describe different symptoms and no shared concrete code path or trigger is shown." }, { "left": "issue:64003", "right": "issue:67029", "accept": false, "reason": "Both are memory-core/narrative issues, but one is missing idempotencyKey while the other is missing scope operator.admin; these look like different bugs." }, { "left": "issue:64319", "right": "issue:65045", "accept": false, "reason": "Both are auth-related, but one is a GitHub authorization state issue and the other is an OAuth invalid_scope failure; not the same underlying bug." }, { "left": "issue:64910", "right": "issue:67422", "accept": false, "reason": "Both describe UI/output not completing, but one is an agent reply-box hang and the other is webchat streaming latency; too broad to treat as the same bug." }, { "left": "issue:65949", "right": "issue:66861", "accept": false, "reason": "These involve different features and failure modes: Discord browser capability detection vs post-compaction resume quality/local carry." }, { "left": "issue:63079", "right": "issue:66046", "accept": false, "reason": "Google Chat response failure and Google Vertex 401 authentication regression are different integrations with different failure causes." }, { "left": "issue:53523", "right": "issue:64011", "accept": false, "reason": "Both are gateway crashes, but they affect different subsystems and error signatures (matrix homeserver BUS crash vs Discord zombie-connection reconnect error)." }, { "left": "issue:67247", "right": "issue:67393", "accept": false, "reason": "Telegram command menu disappearance and gateway memory bloat are unrelated symptoms and code paths." }, { "left": "issue:64003", "right": "issue:65350", "accept": true, "reason": "These describe the same memory-core bug: a required idempotencyKey is missing and causes REM/narrative generation to fail." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 305, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53285", "issue:53863", "issue:62541", "issue:63564", "issue:64244", "issue:64644", "issue:64841", "issue:65244", "issue:65431", "issue:66078", "issue:66095", "issue:66280", "issue:66358", "issue:66752", "issue:66958", "issue:67029", "issue:67257", "issue:67393" ], "soft_pairs": [ "issue:65244|issue:66078", "issue:62541|issue:64841", "issue:66752|issue:67393", "issue:66958|issue:67257", "issue:53285|issue:53863", "issue:66358|issue:67029", "issue:64244|issue:66280", "issue:65431|issue:66095", "issue:63564|issue:64644" ], "prepared_review_unit_hash": "2e0717a5c9f38addf7f3026a9b0ac6f8b5dac74147543cfe6d7b1ecbd921b7d6", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13462, "estimated_input_tokens": 3366, "estimated_eval_tokens": 6988 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No duplicate cluster here: the soft pairs mostly share only broad subsystem keywords (Telegram, MiniMax, image handling, gateway, memory) but describe different concrete failures and code paths.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue 64244 is the strongest standalone representative: it has a concrete regression description, explicit routing-path symptom, version context, and inbound references.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65244", "right": "issue:66078", "accept": false, "reason": "Different bugs: sqlite-vec extension loading/allowExtension vs unknown memory embedding provider 'ollama'." }, { "left": "issue:62541", "right": "issue:64841", "accept": false, "reason": "Both mention dreaming/memory config, but one blocks new agent creation while the other is config validation failing on a disabled memory-lancedb entry after upgrade." }, { "left": "issue:66752", "right": "issue:67393", "accept": false, "reason": "Unrelated failures: ARM64 npm global install module-not-found vs Gateway startup virtual-memory bloat." }, { "left": "issue:66958", "right": "issue:67257", "accept": false, "reason": "Telegram-related, but one clears the command menu because runtime registration resolves empty, while the other fails to load due missing register/activate export." }, { "left": "issue:53285", "right": "issue:53863", "accept": false, "reason": "Different packaging regressions: missing WhatsApp dependency vs missing dashboard/control-ui dist assets." }, { "left": "issue:66358", "right": "issue:67029", "accept": false, "reason": "Both touch memory/dreaming, but one is redundant sessions after sweep and the other is cleanup authorization failure from a missing scope." }, { "left": "issue:64244", "right": "issue:66280", "accept": false, "reason": "Same broad gateway area, but different concrete issues: image request bypasses plugin routing vs x-openclaw-model override returning 500 instead of routing." }, { "left": "issue:65431", "right": "issue:66095", "accept": false, "reason": "Both involve image inputs, but one is a model-capability/config mismatch and the other is attachment parsing dropping images for qwen3.6-plus." }, { "left": "issue:63564", "right": "issue:64644", "accept": false, "reason": "Both are MiniMax 2013 errors, but one is tool_call id mismatch causing 400 and the other is empty chat content during image-tool handling." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 306, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53591", "issue:53879", "issue:53926", "issue:53949", "issue:62880", "issue:63641", "issue:64319", "issue:64775", "issue:64916", "issue:65192", "issue:65582", "issue:66004", "issue:66094", "issue:66381", "issue:67032", "issue:67291", "issue:67355", "issue:67414" ], "soft_pairs": [ "issue:63641|issue:65192", "issue:62880|issue:65582", "issue:64319|issue:64775", "issue:64916|issue:67414", "issue:53926|issue:67355", "issue:66004|issue:67291", "issue:53591|issue:66094", "issue:66381|issue:67032", "issue:53879|issue:53949" ], "prepared_review_unit_hash": "60370fd151f6fed6352452cad3f54b5e523407598b104a787bbb265042626244", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13415, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is a heterogeneous mix of unrelated bug reports. None of the soft pairs look like the same underlying issue, so all soft edges are rejected and no clear canonical issue/PR emerges.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63641", "right": "issue:65192", "accept": false, "reason": "Different products and failure modes: missing /prose command vs dream session accumulation. No shared code path." }, { "left": "issue:62880", "right": "issue:65582", "accept": false, "reason": "Unrelated symptoms: Telegram package publish omission vs macOS mkdir /home/node ENOENT. No overlap in underlying bug." }, { "left": "issue:64319", "right": "issue:64775", "accept": false, "reason": "Both involve auth/setup, but one is GitHub authorization UI and the other is Codex OAuth setup failure. Distinct auth flows and causes." }, { "left": "issue:64916", "right": "issue:67414", "accept": false, "reason": "Both mention images, but one is agent receiving empty message content and the other is blank previews plus history reprocessing. Different code paths." }, { "left": "issue:53926", "right": "issue:67355", "accept": false, "reason": "Linux environment file installation issue is unrelated to a pending health check status." }, { "left": "issue:66004", "right": "issue:67291", "accept": false, "reason": "Subagent timeout/frozenResultText bug is separate from onboarding crash while setting up channels." }, { "left": "issue:53591", "right": "issue:66094", "accept": false, "reason": "Completely different models/runtime failures: empty tool args from missing payload compat vs external ModelRegistry latency timeout." }, { "left": "issue:66381", "right": "issue:67032", "accept": false, "reason": "Both are WebChat/UI issues, but one is transient message disappearance and the other is image upload/preview lag. Not the same concrete bug." }, { "left": "issue:53879", "right": "issue:53949", "accept": false, "reason": "Telegram media upload failure and Telegram image download/saving failure are opposite directions with different symptoms. Too broad to treat as one bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 307, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53785", "issue:53946", "issue:62875", "issue:63641", "issue:64397", "issue:64407", "issue:64633", "issue:64775", "issue:65119", "issue:65189", "issue:65362", "issue:65498", "issue:65875", "issue:65967", "issue:66008", "issue:66519", "issue:67355" ], "soft_pairs": [ "issue:64633|issue:66008", "issue:64407|issue:67355", "issue:53785|issue:53946", "issue:62875|issue:64397", "issue:65875|issue:65967", "issue:64775|issue:66008", "issue:65119|issue:65362", "issue:65498|issue:66519", "issue:63641|issue:65189" ], "prepared_review_unit_hash": "7b1338a9d80b08491a31e8df25ebe780340f26142714e7ae826fce87b7d73398", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12695, "estimated_input_tokens": 3174, "estimated_eval_tokens": 6604 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly a mix of unrelated bug reports. Only one soft pair looks like the same underlying issue: the Ollama/Openclaw local model detection regression. All other proposed pairs are distinct symptoms or different subsystems.", "confidence": 0.89, "canonical_issue_reason": "issue:65119 is the best canonical issue because it most broadly and clearly describes the Ollama/Openclaw model-detection regression, while issue:65362 reads as a narrower duplicate of the same failure.", "canonical_pr_reason": null, "best_issue_reason": "issue:65119 is the strongest issue to keep as the representative report: it has the broader symptom description and enough detail to anchor the duplicate cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64633", "right": "issue:66008", "accept": false, "reason": "Both concern output behavior, but one is gibberish speech generation and the other is whitespace formatting in thinking lines; different bugs/code paths." }, { "left": "issue:64407", "right": "issue:67355", "accept": false, "reason": "Windows gateway/CLI connectivity after heartbeat changes is unrelated to a generic 'check health pending' report." }, { "left": "issue:53785", "right": "issue:53946", "accept": false, "reason": "Missing npm binary packaging for a Linux crypto module is unrelated to a plugin path parsing bug." }, { "left": "issue:62875", "right": "issue:64397", "accept": false, "reason": "Both mention bundled plugins, but they affect different plugins and different missing artifacts; not the same underlying defect." }, { "left": "issue:65875", "right": "issue:65967", "accept": false, "reason": "One is about session model override reset on /new, the other about the TUI display not updating after fallback; related area but different bugs." }, { "left": "issue:64775", "right": "issue:66008", "accept": false, "reason": "OAuth setup failure for openclaw is unrelated to thinking-line whitespace formatting." }, { "left": "issue:65119", "right": "issue:65362", "accept": true, "reason": "Both report Openclaw/Ollama local models suddenly no longer being detected after previously working, which strongly suggests the same regression." }, { "left": "issue:65498", "right": "issue:66519", "accept": false, "reason": "Both involve task completion delivery, but one loses a final reply after interrupts while the other duplicates delivery on subagent completion; different failure modes." }, { "left": "issue:63641", "right": "issue:65189", "accept": false, "reason": "A missing /prose command in a plugin is unrelated to a memory-engine context leak into the UI." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 308, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53679", "issue:63190", "issue:64319", "issue:64352", "issue:64894", "issue:64916", "issue:65078", "issue:65244", "issue:65305", "issue:65619", "issue:65890", "issue:66125", "issue:66288", "issue:66405", "issue:67102", "issue:67107", "issue:67415" ], "soft_pairs": [ "issue:65244|issue:65890", "issue:64916|issue:66288", "issue:65078|issue:67102", "issue:53679|issue:65619", "issue:64319|issue:64894", "issue:64352|issue:64916", "issue:53679|issue:67107", "issue:63190|issue:66405", "issue:53384|issue:67415", "issue:65305|issue:66125" ], "prepared_review_unit_hash": "ccb86c594217ae6204a2b5d6459206fed9f40346b6abf4f6b19b60d520345c0c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13682, "estimated_input_tokens": 3421, "estimated_eval_tokens": 7098 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bug reports with one plausible duplicate pair around WebUI image delivery. The rest of the soft pairs are either different subsystems or only loosely related at a theme level, so I would not merge them as duplicates.", "confidence": 0.84, "canonical_issue_reason": "issue:66288 is the better canonical for the one plausible duplicate pair because it states the broader webchat image-loss/content-loss failure and can subsume the more specific empty-message report.", "canonical_pr_reason": null, "best_issue_reason": "issue:66288 is the strongest representative issue in this set because it captures the underlying webchat image attachment loss more completely than the narrower repro in issue:64916.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65244", "right": "issue:65890", "accept": false, "reason": "Different problems: sqlite extension loading vs a macOS gateway fallback/mismatch issue." }, { "left": "issue:64916", "right": "issue:66288", "accept": true, "reason": "Both describe the same likely web UI image-attachment path failing so the agent receives no usable image content." }, { "left": "issue:65078", "right": "issue:67102", "accept": false, "reason": "Different surfaces and symptoms: Telegram transcript visibility vs OpenRouter tool-call handling in Control UI." }, { "left": "issue:53679", "right": "issue:65619", "accept": false, "reason": "Both are macOS startup failures, but the causes differ: TMPDIR LaunchAgent path vs bind=loopback resolving incorrectly." }, { "left": "issue:64319", "right": "issue:64894", "accept": false, "reason": "Both are auth-related, but they concern different auth flows and failure modes." }, { "left": "issue:64352", "right": "issue:64916", "accept": false, "reason": "Both involve media, but WhatsApp send --media and WebUI image delivery are different code paths and symptoms." }, { "left": "issue:53679", "right": "issue:67107", "accept": false, "reason": "No concrete evidence they are the same bug; one issue is also effectively blank." }, { "left": "issue:63190", "right": "issue:66405", "accept": false, "reason": "66405 is an umbrella regression report, not the same concrete voice-note-to-ASR failure." }, { "left": "issue:53384", "right": "issue:67415", "accept": false, "reason": "Both involve turn parsing/dropping content, but one is streaming text blocks and the other is macOS talk-mode audio with tool calls." }, { "left": "issue:65305", "right": "issue:66125", "accept": false, "reason": "Unrelated: schema validation for historyLimit versus OpenAI-compatible proxy fallback completion." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 309, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53926", "issue:62875", "issue:63450", "issue:64252", "issue:65201", "issue:65470", "issue:65582", "issue:65728", "issue:66135", "issue:66151", "issue:66153", "issue:66460", "issue:66519", "issue:67248", "issue:67342", "issue:67394", "issue:67436" ], "soft_pairs": [ "issue:62875|issue:65582", "issue:66153|issue:67394", "issue:63450|issue:67436", "issue:63450|issue:67342", "issue:65470|issue:66135", "issue:66151|issue:67248", "issue:66460|issue:66519", "issue:64252|issue:65728", "issue:53926|issue:65201" ], "prepared_review_unit_hash": "0d01001aa5ad52be842a176cc2e55c51f86591aea5a25d3d946a110b7c380208", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12765, "estimated_input_tokens": 3192, "estimated_eval_tokens": 6640 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a duplicate set; it mixes unrelated bugs across different surfaces (gateway startup, WhatsApp, subagents, cron, secrets, Telegram, macOS/Linux environment issues). All soft edges should be rejected.", "confidence": 0.91, "canonical_issue_reason": "If a single anchor is needed, issue #67436 is the best representative because it has the highest inbound references and a detailed, reproducible gateway/Linux failure report.", "canonical_pr_reason": null, "best_issue_reason": "Issue #67436 is the strongest standalone issue in the cluster: it is well-described, has the most inbound references, and appears to be the most actionable gateway bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62875", "right": "issue:65582", "accept": false, "reason": "Different products and failure modes: Telegram plugin packaging vs macOS native mkdir ENOENT under /home/node." }, { "left": "issue:66153", "right": "issue:67394", "accept": false, "reason": "Both are WhatsApp-related, but one is Meta AI/self-mode interference and the other is group auto-reply delivery failure; different code paths." }, { "left": "issue:63450", "right": "issue:67436", "accept": false, "reason": "Both involve gateway startup-related symptoms, but one is a chat.history WS delay and the other is a hot-reload loop corrupting manifest.db; not the same bug." }, { "left": "issue:63450", "right": "issue:67342", "accept": false, "reason": "Different startup regressions with different reported causes and services (sidecar WS blocking vs BlueBubbles runtime initialization)." }, { "left": "issue:65470", "right": "issue:66135", "accept": false, "reason": "Concurrent sessions_send serialization is unrelated to background exec/cron job loss and CLI output truncation." }, { "left": "issue:66151", "right": "issue:67248", "accept": false, "reason": "Both mention subagents, but one is a missing runtime module during cleanup and the other is an ACP-only streamTo spawn failure; different stages and root causes." }, { "left": "issue:66460", "right": "issue:66519", "accept": false, "reason": "Different delivery bugs: cron-owned heartbeat relaying completion to the user vs subagent completion duplication with raw-status fallback." }, { "left": "issue:64252", "right": "issue:65728", "accept": false, "reason": "Different authentication/startup failures: A2UI_HOST_UNAVAILABLE versus unauthorized on gateway run." }, { "left": "issue:53926", "right": "issue:65201", "accept": false, "reason": "Both touch secrets, but one is about install-time EnvironmentFile handling and the other is a doctor false-positive warning; not the same underlying issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 310, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53523", "issue:53785", "issue:53798", "issue:62505", "issue:62627", "issue:63992", "issue:64397", "issue:64409", "issue:64841", "issue:65315", "issue:65394", "issue:65431", "issue:66519", "issue:66900", "issue:66901", "issue:67114", "issue:67406" ], "soft_pairs": [ "issue:53523|issue:67114", "issue:62505|issue:63992", "issue:53798|issue:65394", "issue:65315|issue:66519", "issue:65431|issue:67406", "issue:66900|issue:66901", "issue:64397|issue:64409", "issue:53785|issue:62627", "issue:53523|issue:64841" ], "prepared_review_unit_hash": "c9be78a40f22c0e7287bf8c4843b3f78fea3ad74a0791c1c76490bead1509969", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12802, "estimated_input_tokens": 3201, "estimated_eval_tokens": 6658 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items do not form a duplicate cluster: they span unrelated bugs in CLI packaging, audio/image features, agent/chat delivery, memory config, and UI behavior. None of the soft pairs looks like the same underlying defect.", "confidence": 0.95, "canonical_issue_reason": "No single canonical issue: the pairwise matches are superficial and the reports describe different code paths and failure modes.", "canonical_pr_reason": null, "best_issue_reason": "issue:62627 is the strongest standalone bug report here because it describes a concrete regression, broad user impact, and a clear packaging failure mode.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53523", "right": "issue:67114", "accept": false, "reason": "Both mention startup/runtime instability, but one is a BUS core dump on Linux/OpenClaw and the other is a Windows hang after restart; different environments and failure signatures." }, { "left": "issue:62505", "right": "issue:63992", "accept": false, "reason": "One is a coding-agent completion failure, the other is a session-key write regression tied to DEFAULT_AGENT_ID; unrelated subsystems and symptoms." }, { "left": "issue:53798", "right": "issue:65394", "accept": false, "reason": "Both are audio-related, but one is a Feishu voice message display bug and the other is transcription returning no transcript; different features and code paths." }, { "left": "issue:65315", "right": "issue:66519", "accept": false, "reason": "One reports runtime messages leaking into webchat, the other duplicate delivery on subagent completion; the underlying behaviors are different." }, { "left": "issue:65431", "right": "issue:67406", "accept": false, "reason": "Both concern image-tool/model capability handling, but one is a false unsupported-images rejection from config and the other is Ollama vision-model recognition; related area, not the same concrete bug." }, { "left": "issue:66900", "right": "issue:66901", "accept": false, "reason": "One is missing a final failure summary after tool execution fails, the other is a missing typing indicator in the web UI; unrelated chat lifecycle issues." }, { "left": "issue:64397", "right": "issue:64409", "accept": false, "reason": "The first is a bundled voice-call plugin resolution failure; the second is memory-core config resolution returning enabled=false. Different plugins and failure modes." }, { "left": "issue:53785", "right": "issue:62627", "accept": false, "reason": "Both involve packaging/dependency breakage, but one is a missing matrix crypto binary on Linux and the other is optional dependencies for bundled channel plugins breaking CLI commands; not the same bug." }, { "left": "issue:53523", "right": "issue:64841", "accept": false, "reason": "One is a homeserver-related gateway BUS crash, the other is config validation failing for disabled memory-lancedb after upgrade; unrelated defects." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 311, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53398", "issue:53523", "issue:53798", "issue:53879", "issue:54070", "issue:63126", "issue:64070", "issue:64282", "issue:64939", "issue:65189", "issue:65192", "issue:65314", "issue:65848", "issue:66004", "issue:66619", "issue:66937", "issue:67256", "issue:67438" ], "soft_pairs": [ "issue:66004|issue:66619", "issue:63126|issue:67256", "issue:65189|issue:65192", "issue:53798|issue:64939", "issue:53879|issue:54070", "issue:66937|issue:67438", "issue:53398|issue:53523", "issue:64070|issue:64282", "issue:65314|issue:65848" ], "prepared_review_unit_hash": "23da08025e7677216047173401a77d0e97a64d400c36a090310877705eb87b31", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13336, "estimated_input_tokens": 3334, "estimated_eval_tokens": 6924 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly a grab bag of unrelated bug reports across different integrations and subsystems. The soft pairs only share superficial wording or broad area, not the same concrete failure mode, so none should be merged as duplicates.", "confidence": 0.86, "canonical_issue_reason": "Issue 53398 is the strongest canonical representative: it is a clear, concrete bug report, well-scoped, and has the highest inbound reference count in the set.", "canonical_pr_reason": null, "best_issue_reason": "53398 is the best overall issue to anchor triage because it is specific, broadly relevant, and more evidently central than the other isolated reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66004", "right": "issue:66619", "accept": false, "reason": "Different code paths and symptoms: one is a subagent timeout/null result crash, the other is a Telegram setup trim undefined crash." }, { "left": "issue:63126", "right": "issue:67256", "accept": false, "reason": "Both involve media sending, but they are different channels/providers with different failures and causes; not the same underlying bug." }, { "left": "issue:65189", "right": "issue:65192", "accept": false, "reason": "One is a UI-layer leak of OpenViking memory context blocks; the other is session accumulation. Similar wording, but not the same concrete defect." }, { "left": "issue:53798", "right": "issue:64939", "accept": false, "reason": "Feishu voice duration display and Groq transcription serialization are unrelated provider-specific issues." }, { "left": "issue:53879", "right": "issue:54070", "accept": false, "reason": "One is a Telegram media upload/channel availability failure; the other is a validation requirement for an empty buttons array. Different bugs." }, { "left": "issue:66937", "right": "issue:67438", "accept": false, "reason": "Different products and failures: LM Studio API key skipping versus FeiShu QR onboarding not working." }, { "left": "issue:53398", "right": "issue:53523", "accept": false, "reason": "One is a misleading port-in-use message for dual-stack listeners; the other is a gateway core dump from a Matrix homeserver setting. Different underlying problems." }, { "left": "issue:64070", "right": "issue:64282", "accept": false, "reason": "ARM64 opus dependency/doctor recovery issue is unrelated to a generic update failure." }, { "left": "issue:65314", "right": "issue:65848", "accept": false, "reason": "Ollama agent-mode timeout and skill installation via Python script are separate workflows with different failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 312, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53517", "issue:53679", "issue:53953", "issue:54060", "issue:63999", "issue:64282", "issue:65082", "issue:65165", "issue:65305", "issue:65582", "issue:65917", "issue:65921", "issue:66004", "issue:66405", "issue:66848", "issue:67084", "issue:67358", "issue:67438" ], "soft_pairs": [ "issue:65917|issue:66405", "issue:53679|issue:65582", "issue:63999|issue:65165", "issue:64282|issue:65082", "issue:66848|issue:67438", "issue:65582|issue:65921", "issue:66004|issue:67358", "issue:53517|issue:53953", "issue:53517|issue:65305", "issue:54060|issue:67084" ], "prepared_review_unit_hash": "66765d8c26c8a26ce085bfdcdfc0a909740b8568d04379fcf58ebc1ec3b16baf", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13524, "estimated_input_tokens": 3381, "estimated_eval_tokens": 7018 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are mostly unrelated and do not form one duplicate cluster. The soft pairs share broad surface words (path, update, error, TypeError, plugin) but describe different failing code paths and scenarios.", "confidence": 0.88, "canonical_issue_reason": "If one issue must represent the set, issue 67358 is the most concrete and well-scoped report: it has a specific runtime error, a clear onboarding context, and enough reproduction detail to stand on its own.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67358 is the best standalone issue in this set because it is narrowly framed, has a precise failure mode, and is easier to action than the broader or vaguer reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65917", "right": "issue:66405", "accept": false, "reason": "No evidence they describe the same bug; one is an empty-title report, the other is broad multimedia/file I/O regressions." }, { "left": "issue:53679", "right": "issue:65582", "accept": false, "reason": "Both involve paths, but one is a migration-assistant TMPDIR LaunchAgent problem and the other is macOS mkdir '/home/node'; different failure points." }, { "left": "issue:63999", "right": "issue:65165", "accept": false, "reason": "Qwen tool-call XML leakage and image upload rejection are unrelated behaviors in different workflows." }, { "left": "issue:64282", "right": "issue:65082", "accept": false, "reason": "Generic update failure vs a specific npm-package missing-file cache-update failure; not the same underlying defect." }, { "left": "issue:66848", "right": "issue:67438", "accept": false, "reason": "A generic undefined.trim crash is not the same as Feishu QR onboarding failing; too little code-path overlap." }, { "left": "issue:65582", "right": "issue:65921", "accept": false, "reason": "Both mention path resolution, but the first is home-directory mkdir on macOS and the second is ACP launcher resolving bundled acpx incorrectly after update." }, { "left": "issue:66004", "right": "issue:67358", "accept": false, "reason": "Different runtime crashes in different flows: subagent timeout/frozenResultText versus Telegram onboarding trim error." }, { "left": "issue:53517", "right": "issue:53953", "accept": false, "reason": "Both are plugin-related, but missing peer dependency on install and msteams startup crash from singleton/TypeScript issues are distinct bugs." }, { "left": "issue:53517", "right": "issue:65305", "accept": false, "reason": "Plugin install dependency failure and GroupChatSchema rejecting 0 are unrelated." }, { "left": "issue:54060", "right": "issue:67084", "accept": false, "reason": "Both involve Codex/session behavior, but one is a misleading rate-limit surfacing issue and the other is session timeout spam with active memory." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 313, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53537", "issue:53578", "issue:53815", "issue:62905", "issue:63736", "issue:64292", "issue:64499", "issue:64636", "issue:64710", "issue:64771", "issue:65207", "issue:65293", "issue:65848", "issue:66336", "issue:66381", "issue:66486", "issue:67412" ], "soft_pairs": [ "issue:64292|issue:64499", "issue:63736|issue:65848", "issue:53537|issue:53578", "issue:62905|issue:65293", "issue:66381|issue:67412", "issue:64636|issue:64710", "issue:53815|issue:64771", "issue:64292|issue:66336", "issue:65207|issue:66486" ], "prepared_review_unit_hash": "bb23db346c3775d4ef3eaf6bcb1b9b4873e6497ce585eb3f70954cbbd8bdf6cd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12673, "estimated_input_tokens": 3169, "estimated_eval_tokens": 6594 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are only loosely related by subsystem or symptom and should not be merged. The strongest duplicate-like pair is the two message-disappearance UI reports; the rest differ in root cause, affected surface, or error mode.", "confidence": 0.84, "canonical_issue_reason": "Issue 66381 is the clearest, most specific report among the near-duplicates: it names the exact symptom, has discussion activity, and cleanly anchors the shared UI-message disappearance bug.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66381 is the best representative issue overall because it is concise, symptom-focused, and closest to a true duplicate target with 67412.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64292", "right": "issue:64499", "accept": false, "reason": "Both mention spawn/agent infrastructure, but one is an agentId authorization error and the other is a missing system.run.prepare capability on macOS companion nodes. Different code paths and failures." }, { "left": "issue:63736", "right": "issue:65848", "accept": false, "reason": "A generic hang report and a skills-installation failure are not the same bug; no shared concrete failure mode is visible from the titles." }, { "left": "issue:53537", "right": "issue:53578", "accept": false, "reason": "One is an infinite thinking-content loop on model switch; the other is OAuth latency per turn after an upgrade. Different symptoms and causes." }, { "left": "issue:62905", "right": "issue:65293", "accept": false, "reason": "Both involve startup/boot problems, but one is a missing bundled file for Telegram and the other is a stale plugin cleanup leaving a dangling channel reference. Different underlying defects." }, { "left": "issue:66381", "right": "issue:67412", "accept": true, "reason": "Both report the same message-disappearing-after-send symptom in the UI, with reappearance behavior after response; these look like the same frontend bug across closely related surfaces." }, { "left": "issue:64636", "right": "issue:64710", "accept": false, "reason": "Proxy-variable handling and Ollama agent timeouts are different networking/configuration problems with no clear shared root cause." }, { "left": "issue:53815", "right": "issue:64771", "accept": false, "reason": "Both describe UI disconnect/update problems, but one is tied to WhatsApp gateway reconnect/status 428 and the other to generic Control UI disconnects. Too broad to treat as the same bug." }, { "left": "issue:64292", "right": "issue:66336", "accept": false, "reason": "Both are sessions_spawn failures, but the reported errors differ materially: agentId not allowed versus pairing required (1008). Similar area, not clearly the same defect." }, { "left": "issue:65207", "right": "issue:66486", "accept": false, "reason": "One is missing Ollama models in the list, the other is an unknown-model error for imageModel selection. Related model management area, but not the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 314, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:63736", "issue:64687", "issue:64756", "issue:64775", "issue:64894", "issue:65315", "issue:65582", "issue:65790", "issue:65974", "issue:66288", "issue:66470", "issue:66669", "issue:66988", "issue:67081", "issue:67264", "issue:67334", "issue:67408", "issue:67438" ], "soft_pairs": [ "issue:66988|issue:67408", "issue:64687|issue:64756", "issue:66669|issue:67081", "issue:65582|issue:67264", "issue:65315|issue:66470", "issue:63736|issue:67334", "issue:65974|issue:67438", "issue:64775|issue:64894", "issue:65790|issue:66288" ], "prepared_review_unit_hash": "9e19acab07fd1ceb747fcef67bde48e961e0a8daa4266230b164248eb074b151", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 12947, "estimated_input_tokens": 3237, "estimated_eval_tokens": 6730 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most proposed soft matches are only loosely similar and should stay separate; the only convincing duplicate pair is the two Codex OAuth login/setup failures.", "confidence": 0.83, "canonical_issue_reason": "64894 is the best canonical issue: it pinpoints the concrete Codex OAuth failure (`invalid_scope` / `model.request`) and is more actionable than the broader setup-failure report in 64775.", "canonical_pr_reason": null, "best_issue_reason": "64894 is the strongest representative because it names the exact login path and error signature, making deduping and fixing straightforward.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66988", "right": "issue:67408", "accept": false, "reason": "Different bugs: raw-mode snapshot/state handling vs OpenRouter stream/parser failure." }, { "left": "issue:64687", "right": "issue:64756", "accept": false, "reason": "OAuth/login breakage and a dreaming-page text overlay are unrelated failure modes." }, { "left": "issue:66669", "right": "issue:67081", "accept": false, "reason": "Image-attachment rendering and delayed message display are separate chat UI issues." }, { "left": "issue:65582", "right": "issue:67264", "accept": false, "reason": "Both mention ENOENT, but they point to different paths and code paths (`/home/node` mkdir vs browser executablePath expansion)." }, { "left": "issue:65315", "right": "issue:66470", "accept": false, "reason": "Runtime-message leakage and lingering pondering state after completion are different defects." }, { "left": "issue:63736", "right": "issue:67334", "accept": false, "reason": "Too vague to merge: generic hang time vs Ollama session timeout persistence." }, { "left": "issue:65974", "right": "issue:67438", "accept": false, "reason": "No clear overlap; one is an empty bug report title, the other is a FeiShu QR onboarding problem." }, { "left": "issue:64775", "right": "issue:64894", "accept": true, "reason": "Both report Codex/OpenAI OAuth setup/login failures with the same underlying auth breakage." }, { "left": "issue:65790", "right": "issue:66288", "accept": false, "reason": "Related to images in webchat, but one is about rendering attachments and the other is about upload/persistence/agent visibility." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 315, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53761", "issue:53925", "issue:63566", "issue:64188", "issue:64529", "issue:64821", "issue:65201", "issue:65431", "issue:65810", "issue:65950", "issue:66004", "issue:66769", "issue:66773", "issue:66988", "issue:67393", "issue:67415" ], "soft_pairs": [ "issue:65950|issue:66004", "issue:64529|issue:67415", "issue:53925|issue:64188", "issue:64188|issue:65810", "issue:53273|issue:63566", "issue:64821|issue:67393", "issue:53761|issue:65431", "issue:66769|issue:66988", "issue:65201|issue:66773" ], "prepared_review_unit_hash": "f41ae98af3e9b447a3f26f9b19f167999964656cc2cfa20ae15defea41f3c283", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12970, "estimated_input_tokens": 3243, "estimated_eval_tokens": 6742 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft pairs appear to be different bugs rather than duplicates. The strongest standalone issue is the gateway secret-leak report (#66769), which is concrete and security-relevant.", "confidence": 0.63, "canonical_issue_reason": "#66769 is the clearest, highest-signal issue here: concrete gateway secret exposure, strong inbound interest, and a specific failure mode.", "canonical_pr_reason": null, "best_issue_reason": "#66769 is the best representative issue because it is specific, impactful, and better scoped than the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65950", "right": "issue:66004", "accept": false, "reason": "Both involve incorrect success status after incomplete work, but one is cron-session reporting and the other is subagent timeout handling; different code paths and failure modes." }, { "left": "issue:64529", "right": "issue:67415", "accept": false, "reason": "Both mention audio, but one is reply-media path filtering for tool-generated audio and the other is macOS Talk Mode dropping audio during tool calls; not the same bug." }, { "left": "issue:53925", "right": "issue:64188", "accept": false, "reason": "Different operations: /btw command failure on one model vs model-add/configure failure in Copilot setup." }, { "left": "issue:64188", "right": "issue:65810", "accept": false, "reason": "Model registration/configuration failure is not the same as fallback-on-network-error behavior." }, { "left": "issue:53273", "right": "issue:63566", "accept": false, "reason": "npm global upgrade breaking a plugin path is unrelated to a Windows SIGKILL regression affecting all CLI subcommands." }, { "left": "issue:64821", "right": "issue:67393", "accept": false, "reason": "Plugin init log contamination in config differs from Gateway startup virtual-memory bloat; no shared concrete code path." }, { "left": "issue:53761", "right": "issue:65431", "accept": false, "reason": "Both are image-related, but one is provider registration after update and the other is model capability/config mismatch for image inputs." }, { "left": "issue:66769", "right": "issue:66988", "accept": false, "reason": "Secrets leakage in gateway responses is unrelated to raw-mode UI snapshot handling." }, { "left": "issue:65201", "right": "issue:66773", "accept": false, "reason": "A false-positive doctor warning about secrets handling is not the same as returning plaintext device tokens from an RPC response." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 316, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53397", "issue:53815", "issue:63883", "issue:64636", "issue:64707", "issue:64852", "issue:64991", "issue:65510", "issue:65514", "issue:65974", "issue:66573", "issue:66981", "issue:67032", "issue:67076", "issue:67081", "issue:67412", "issue:67438", "issue:67469" ], "soft_pairs": [ "issue:67076|issue:67438", "issue:53397|issue:65510", "issue:64991|issue:67469", "issue:53815|issue:67032", "issue:63883|issue:64707", "issue:65974|issue:66981", "issue:67081|issue:67412", "issue:65514|issue:66573", "issue:64636|issue:64852" ], "prepared_review_unit_hash": "dd279e57c1c1d13b1dd8783b8490ab25cc1280f0c5e9578ca238fc00dcab07db", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13169, "estimated_input_tokens": 3293, "estimated_eval_tokens": 6842 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly heterogeneous issue reports with one likely duplicate pair about sent-message rendering delay; the rest do not look like the same underlying bug.", "confidence": 0.86, "canonical_issue_reason": "No single issue is a defensible canonical for the whole cluster: the reports span unrelated areas (schema validation, proxy/auth, Feishu, Gemini, chat UI rendering).", "canonical_pr_reason": null, "best_issue_reason": "No global best issue for the cluster; 67081 is the clearest representative of the one plausible duplicate subpair, but it does not represent the unrelated issues around it.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67076", "right": "issue:67438", "accept": false, "reason": "Different symptoms and likely different paths: undefined trim error vs FeiShu QR onboarding failure." }, { "left": "issue:53397", "right": "issue:65510", "accept": false, "reason": "Both mention web fetch/config, but one is schema validation for maxResponseBytes and the other is SecretRef API-key resolution." }, { "left": "issue:64991", "right": "issue:67469", "accept": false, "reason": "Gemini-related, but auth/agent communication failure is not the same as replies not being persisted to transcripts/history." }, { "left": "issue:53815", "right": "issue:67032", "accept": false, "reason": "Different products and behaviors: WhatsApp gateway reconnect stops updates, while this is webchat image upload plus display lag." }, { "left": "issue:63883", "right": "issue:64707", "accept": false, "reason": "Different underlying bugs: group policy allowlist application vs Feishu default account creation on restart." }, { "left": "issue:65974", "right": "issue:66981", "accept": false, "reason": "Insufficient evidence of sameness; one issue lacks a meaningful title and the other is a browser timeout after gateway restart." }, { "left": "issue:67081", "right": "issue:67412", "accept": true, "reason": "These describe the same visible bug: a sent user message not appearing immediately / briefly disappearing in the chat UI." }, { "left": "issue:65514", "right": "issue:66573", "accept": false, "reason": "Both involve limits, but tokenBudget forwarding/LCM compaction is unrelated to chat.history server-max handling and retry behavior." }, { "left": "issue:64636", "right": "issue:64852", "accept": false, "reason": "Versioned auth/config regressions, but proxy environment variable handling is a different code path from google-vertex credentials missing on 2026.4.10." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 317, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53871", "issue:53876", "issue:53926", "issue:62470", "issue:64131", "issue:64745", "issue:64793", "issue:65002", "issue:65129", "issue:65225", "issue:65488", "issue:65519", "issue:65538", "issue:65751", "issue:66336", "issue:66975", "issue:67256" ], "soft_pairs": [ "issue:65002|issue:67256", "issue:65129|issue:65225", "issue:64131|issue:64745", "issue:53871|issue:66975", "issue:62470|issue:65488", "issue:64793|issue:65538", "issue:65519|issue:66336", "issue:53876|issue:66975", "issue:53926|issue:65751" ], "prepared_review_unit_hash": "644c62ef4eb326c0963fef758c7fe34184f8ca84c5243ba992376120e4d663e5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12761, "estimated_input_tokens": 3191, "estimated_eval_tokens": 6638 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The soft-pair candidates are mostly superficial matches by subsystem or wording. None look like the same underlying bug/change, and the set is too heterogeneous to choose a single canonical duplicate representative.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65002", "right": "issue:67256", "accept": false, "reason": "Both involve media delivery, but they target different channels and failure points (WhatsApp outbound pipeline vs WeCom MEDIA sending). Not the same code-path bug." }, { "left": "issue:65129", "right": "issue:65225", "accept": false, "reason": "Both are cron-related, but one is a model override being ignored and the other is an isolated session stuck in running state. Different symptoms and likely different fixes." }, { "left": "issue:64131", "right": "issue:64745", "accept": false, "reason": "Completely unrelated: web UI display abnormality vs macOS crash/data-loss behavior." }, { "left": "issue:53871", "right": "issue:66975", "accept": false, "reason": "Both mention Telegram upgrades, but one is a channel configuration regression and the other is missing bot commands. Too different to merge as one bug." }, { "left": "issue:62470", "right": "issue:65488", "accept": false, "reason": "Different model/provider behavior: empty Gemini replies with thinkingConfig vs a context/heartbeat-turns issue. No shared concrete failure path." }, { "left": "issue:64793", "right": "issue:65538", "accept": false, "reason": "Both affect the UI, but one is a timeout/error-handling hang and the other is screen-reader streaming verbosity. Different components and fixes." }, { "left": "issue:65519", "right": "issue:66336", "accept": false, "reason": "Both touch sessions_spawn, but one ignores model override while the other fails with pairing-required when spawning isolated agents. Not the same bug." }, { "left": "issue:53876", "right": "issue:66975", "accept": false, "reason": "Same broad Telegram area, but different regressions: channel configuration vs bot commands disappearing. No evidence of one underlying defect." }, { "left": "issue:53926", "right": "issue:65751", "accept": false, "reason": "Unrelated issues: gateway EnvironmentFile handling vs Slack JSON manifest framing/escaping. No shared bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 318, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53547", "issue:53753", "issue:54014", "issue:63611", "issue:64252", "issue:64745", "issue:65362", "issue:65500", "issue:65751", "issue:66582", "issue:66975", "issue:67114", "issue:67170", "issue:67247", "issue:67355", "issue:67415", "issue:67454" ], "soft_pairs": [ "issue:53753|issue:63611", "issue:66975|issue:67114", "issue:64252|issue:64745", "issue:65751|issue:67415", "issue:65500|issue:67247", "issue:67355|issue:67454", "issue:53547|issue:54014", "issue:67170|issue:67415", "issue:65362|issue:66582" ], "prepared_review_unit_hash": "8e99cdced8a8b919c7a5465626d5959e3ab03b9c33f2f9864abd095dabef5af1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12414, "estimated_input_tokens": 3104, "estimated_eval_tokens": 6464 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly separate bugs across different features (model selection, Telegram commands, health checks, audio, config loading, etc.). The soft-similarity pairs share broad terminology but not the same concrete failure mode, so I would not merge any of them as duplicates.", "confidence": 0.74, "canonical_issue_reason": "Issue 65500 is the clearest, most actionable user-facing report in the set: it describes a concrete /models visibility failure across Telegram and the Web Console, with a reasonably specific symptom and scope.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65500 is the best representative issue here because it is specific, reproducible, and broad enough to capture the most clearly described model-listing bug among the set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53753", "right": "issue:63611", "accept": false, "reason": "Both mention model selection, but one is a Control UI model-picker parsing bug and the other is a Telegram /models selection reverting on the next message. Different surfaces and likely different code paths." }, { "left": "issue:66975", "right": "issue:67114", "accept": false, "reason": "Telegram command-menu disappearance after upgrade and a Windows status/health hang after restart are unrelated symptoms with no clear shared failure mechanism." }, { "left": "issue:64252", "right": "issue:64745", "accept": false, "reason": "A host-unavailable error and a macOS self-replication/crash report are completely different problems." }, { "left": "issue:65751", "right": "issue:67415", "accept": false, "reason": "A Slack JSON manifest framing/escaping problem is not the same as Talk Mode audio dropping on macOS when tool calls occur." }, { "left": "issue:65500", "right": "issue:67247", "accept": false, "reason": "Both involve Telegram UI behavior, but one is about /models not showing custom models and the other is about the native command menu disappearing after upgrade; not the same bug." }, { "left": "issue:67355", "right": "issue:67454", "accept": false, "reason": "A pending health check and empty assistant payloads from OpenRouter are different failures, even if both affect app responsiveness." }, { "left": "issue:53547", "right": "issue:54014", "accept": false, "reason": "Workspace bootstrap-file loading and OPENCLAW_HOME handling are both config-path issues, but they describe different resolution sources and different missing inputs." }, { "left": "issue:67170", "right": "issue:67415", "accept": false, "reason": "Both relate to audio, but one is a Telegram audio delivery failure in a plugin and the other is macOS Talk Mode audio dropping only when tool calls are involved." }, { "left": "issue:65362", "right": "issue:66582", "accept": false, "reason": "Ollama local model discovery and an active-memory issue are unrelated bug reports." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 319, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53879", "issue:53946", "issue:62699", "issue:62875", "issue:63124", "issue:63422", "issue:63534", "issue:65165", "issue:65189", "issue:65236", "issue:65424", "issue:65488", "issue:65948", "issue:66280", "issue:66460", "issue:66860", "issue:67032", "issue:67072" ], "soft_pairs": [ "issue:53946|issue:62875", "issue:67032|issue:67072", "issue:63534|issue:65189", "issue:65165|issue:65424", "issue:65236|issue:66280", "issue:62699|issue:66860", "issue:65488|issue:66460", "issue:53879|issue:65948", "issue:63124|issue:63422" ], "prepared_review_unit_hash": "c8de259e67ca3020d7dc0ac3ba8ffce0ced45d94d573c6280a350a9ccb858545", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13416, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The candidate pairs mostly share broad subsystems or symptom categories, but they do not look like the same underlying bug/change. I rejected all soft edges and selected the most concrete, code-path-specific issue as the best canonical anchor.", "confidence": 0.82, "canonical_issue_reason": "issue:65424 is the most actionable and specific: it names the exact provider/model, the user-visible failure, and the likely root cause (`buildMinimaxCatalog()` hardcodes `input: [\"text\"]`).", "canonical_pr_reason": null, "best_issue_reason": "issue:65424 has the clearest concrete code-path description and is the strongest representative issue among this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53946", "right": "issue:62875", "accept": false, "reason": "Different bugs: plugin-sdk path resolution in third-party plugins vs. a missing `src/` directory in the Telegram bundled plugin." }, { "left": "issue:67032", "right": "issue:67072", "accept": false, "reason": "Both are webchat UI symptoms, but 67032 also includes image-upload missing and the issues do not clearly describe the same underlying defect." }, { "left": "issue:63534", "right": "issue:65189", "accept": false, "reason": "Unrelated problems: layout abnormality in a dreamscape UI versus memory-engine context leaking into the UI layer." }, { "left": "issue:65165", "right": "issue:65424", "accept": false, "reason": "Both involve image attachments, but 65165 is a model-capability/config mismatch while 65424 is a Minimax catalog bug dropping attachments via hardcoded input types." }, { "left": "issue:65236", "right": "issue:66280", "accept": false, "reason": "Different gateway failures: wrong MiniMax endpoint routing versus `x-openclaw-model` override returning 500 instead of falling back." }, { "left": "issue:62699", "right": "issue:66860", "accept": false, "reason": "Both mention session recovery, but one is queue-owner/Telegram topic session death and the other is missing-session-entry pruning delegated restart recovery; not the same concrete bug." }, { "left": "issue:65488", "right": "issue:66460", "accept": false, "reason": "Shared heartbeat terminology, but the first is about context/turn handling and the second about cron-owned exec completion events being relayed to the user." }, { "left": "issue:53879", "right": "issue:65948", "accept": false, "reason": "Both are message-tool file-send failures, but they affect different channels and different failure modes (`telegram` unavailable vs `empty message`)." }, { "left": "issue:63124", "right": "issue:63422", "accept": false, "reason": "Both involve exec tooling after 2026.4.8, but one is SIGKILL on CLI subcommands and the other is broken sub-agent exec calls; not clearly mergeable as one fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 320, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53431", "issue:53537", "issue:53544", "issue:53669", "issue:53679", "issue:53739", "issue:53798", "issue:64244", "issue:65000", "issue:65079", "issue:65363", "issue:65971", "issue:66254", "issue:66519", "issue:66635", "issue:66786", "issue:67056", "issue:67256" ], "soft_pairs": [ "issue:65000|issue:66519", "issue:64244|issue:67056", "issue:53544|issue:66254", "issue:53669|issue:65079", "issue:53739|issue:53798", "issue:66635|issue:67256", "issue:53537|issue:65363", "issue:53679|issue:66786", "issue:53431|issue:65971" ], "prepared_review_unit_hash": "f71fad0ae6062055d0bfe42277839dcbd480a21e37054bfd2634bec92260bcc4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13520, "estimated_input_tokens": 3380, "estimated_eval_tokens": 7016 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly unrelated bug reports; the soft pairs share superficial topic overlap but not the same concrete failure mode or fix path. No PRs are present in the cluster.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:66519 is the most concrete and self-contained bug report in the set, and it is already closed with a specific duplicate-delivery symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65000", "right": "issue:66519", "accept": false, "reason": "Both mention subagent completion delivery, but one is about durability across retry/reconnect gaps while the other is duplicate delivery from raw-status fallback vs summary; different bug mechanics." }, { "left": "issue:64244", "right": "issue:67056", "accept": false, "reason": "Both touch image/provider handling, but one is a routing bug to the wrong model endpoint and the other is missing provider headers for custom OpenAI-compatible models; not the same code-path problem." }, { "left": "issue:53544", "right": "issue:66254", "accept": false, "reason": "Different channels and symptoms: WhatsApp status list display vs WeCom setup/token status despite valid config." }, { "left": "issue:53669", "right": "issue:65079", "accept": false, "reason": "Timezone/cron expression bug is unrelated to dependency security/vulnerability cleanup." }, { "left": "issue:53739", "right": "issue:53798", "accept": false, "reason": "Both are Feishu issues, but one is message non-response after upgrade/plugin install and the other is missing audio duration on voice messages; separate bugs." }, { "left": "issue:66635", "right": "issue:67256", "accept": false, "reason": "Both involve MEDIA file sending, but they are different channels and likely different parsing/integration paths; not enough to treat as the same bug." }, { "left": "issue:53537", "right": "issue:65363", "accept": false, "reason": "Gemini model-switch looping and Gemini CLI template-ID mapping failure are different failure modes and likely different code paths." }, { "left": "issue:53679", "right": "issue:66786", "accept": false, "reason": "Both concern environment/path configuration, but one is a LaunchAgent TMPDIR regression after Migration Assistant and the other is system-prompt workspace-dir handling; unrelated fixes." }, { "left": "issue:53431", "right": "issue:65971", "accept": false, "reason": "Both involve message processing failures, but one is Feishu WebSocket receive issues and the other is a macOS gateway stall after 15\u201320 minutes; not the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 321, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53431", "issue:53669", "issue:53753", "issue:53881", "issue:62699", "issue:64250", "issue:64916", "issue:65192", "issue:65218", "issue:65430", "issue:65538", "issue:65747", "issue:66094", "issue:66151", "issue:66176", "issue:66907", "issue:67357", "issue:67400" ], "soft_pairs": [ "issue:64916|issue:65430", "issue:62699|issue:67400", "issue:53669|issue:65192", "issue:66176|issue:66907", "issue:53753|issue:67357", "issue:66094|issue:66151", "issue:64250|issue:65218", "issue:53431|issue:65747", "issue:53881|issue:65538" ], "prepared_review_unit_hash": "fb6e1d742da262ce5d9392fe1182b89e1dd6828542bd0e6af85736aa4b12c321", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13518, "estimated_input_tokens": 3380, "estimated_eval_tokens": 7016 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues span mostly unrelated bugs across integrations, UI, session management, and token/context handling. None of the soft pairs are convincing duplicate matches at the same concrete code path, so all soft edges are rejected.", "confidence": 0.87, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:62699 is the strongest standalone report to anchor on: it has a concrete failure mode ('queue owner unavailable'), a specific affected area (ACP/acpx persistent sessions), and enough detail to be actionable. It is not a duplicate of the others, but it is the most well-scoped representative issue here.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64916", "right": "issue:65430", "accept": false, "reason": "Both involve missing/empty image handling, but they appear to hit different ingestion paths (WebUI vs BlueBubbles webhook). Similar symptom, not clearly the same underlying bug." }, { "left": "issue:62699", "right": "issue:67400", "accept": false, "reason": "Both mention persistent sessions, but one is ACP/acpx queue-owner recovery and the other is sub-agent session creation. Different subsystems and failure modes." }, { "left": "issue:53669", "right": "issue:65192", "accept": false, "reason": "Cron timezone math and dream-session accumulation are unrelated." }, { "left": "issue:66176", "right": "issue:66907", "accept": false, "reason": "Both describe brief UI flicker during streaming, but one is a sent message disappearing in WebChat and the other is input text reappearing in Control UI. Too broad to treat as the same bug." }, { "left": "issue:53753", "right": "issue:67357", "accept": false, "reason": "Model picker ID concatenation and Discord file-sending bugs are unrelated." }, { "left": "issue:66094", "right": "issue:66151", "accept": false, "reason": "External API latency in ModelRegistry and missing subagent runtime module on cleanup are different problems." }, { "left": "issue:64250", "right": "issue:65218", "accept": false, "reason": "Both touch context/token limits, but one is a user-facing context reset loop and the other is a heartbeat precheck reserve-token bug. Not the same concrete defect." }, { "left": "issue:53431", "right": "issue:65747", "accept": false, "reason": "Different integrations and protocols (WebSocket robot messages vs DingDing stream-mode access failure)." }, { "left": "issue:53881", "right": "issue:65538", "accept": false, "reason": "Log viewer layout height and screen-reader aria-live behavior are unrelated UI issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 322, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53669", "issue:53953", "issue:54070", "issue:62541", "issue:63609", "issue:64117", "issue:64288", "issue:64407", "issue:64497", "issue:65189", "issue:65786", "issue:65950", "issue:66262", "issue:66381", "issue:66859", "issue:66907", "issue:67214" ], "soft_pairs": [ "issue:63609|issue:64407", "issue:65950|issue:67214", "issue:53953|issue:64117", "issue:64288|issue:64497", "issue:62541|issue:65786", "issue:53295|issue:54070", "issue:53669|issue:65189", "issue:66262|issue:66859", "issue:66381|issue:66907" ], "prepared_review_unit_hash": "4e0b76c25159750ada94dd9c9eda2c5dabf44cd89fd71abce6b4795b7bd4e7b9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13368, "estimated_input_tokens": 3342, "estimated_eval_tokens": 6940 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a collection of unrelated bug reports. The soft pairs share broad subsystems or UI language, but none look like the same concrete bug/change closely enough to merge as duplicates.", "confidence": 0.89, "canonical_issue_reason": "Issue 64497 is the most actionable and best-specified report in the set: it describes a clear cron-session spawn failure, has multiple discussion links, and is specific enough to serve as the strongest representative issue here.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64497 stands out as the best overall issue in this group because it is concrete, reproducible, and has the most engagement among the cron-related reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63609", "right": "issue:64407", "accept": false, "reason": "Both mention CLI/connectivity problems, but one is a hang/SIGKILL issue and the other is a gateway/heartbeat connectivity regression; the failure modes and code paths are different." }, { "left": "issue:65950", "right": "issue:67214", "accept": false, "reason": "Both are cron-related, but one is a false status reporting bug in isolated sessions while the other is a post-upgrade cron-job crash; different symptoms and likely different fixes." }, { "left": "issue:53953", "right": "issue:64117", "accept": false, "reason": "These are unrelated subsystems and failures: msteams startup crash versus voice-call EADDRINUSE." }, { "left": "issue:64288", "right": "issue:64497", "accept": false, "reason": "Telegram polling stall and isolated cron-session spawn failure are different features with different runtime behaviors; no same underlying bug is evident." }, { "left": "issue:62541", "right": "issue:65786", "accept": false, "reason": "Both involve configuration, but one is dreaming-config agent creation failure and the other is Feishu config validation after upgrade; distinct components and validation paths." }, { "left": "issue:53295", "right": "issue:54070", "accept": false, "reason": "Both touch the message tool, but one is a Feishu text-only send requiring card and the other is an interactive-buttons schema requirement; related area, but not the same concrete bug." }, { "left": "issue:53669", "right": "issue:65189", "accept": false, "reason": "Cron timezone handling and OpenViking memory/context leakage are unrelated issues." }, { "left": "issue:66262", "right": "issue:66859", "accept": false, "reason": "Both mention restart-related pain, but one is stale gateway thread binding after reset and the other is destructive restart behavior/lack of transcript handoff; different bugs." }, { "left": "issue:66381", "right": "issue:66907", "accept": false, "reason": "Both are transient UI rendering issues, but one concerns a sent message disappearing in WebChat while the other concerns input text reappearing in Control UI; too different to treat as the same bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 323, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53953", "issue:62623", "issue:63883", "issue:64252", "issue:64292", "issue:65500", "issue:66173", "issue:66381", "issue:66597", "issue:66785", "issue:66848", "issue:66907", "issue:66981", "issue:67076", "issue:67081", "issue:67250", "issue:67415" ], "soft_pairs": [ "issue:66381|issue:67081", "issue:66173|issue:66785", "issue:66597|issue:66907", "issue:66848|issue:67076", "issue:53953|issue:62623", "issue:67250|issue:67415", "issue:64252|issue:66981", "issue:64292|issue:65500", "issue:53295|issue:63883" ], "prepared_review_unit_hash": "64fbb9277391fc601c8abcf61576f6b0dd93d1d1fa145d84fb1ff7afd54fee57", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13144, "estimated_input_tokens": 3286, "estimated_eval_tokens": 6828 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a mix of unrelated issues, with only a couple of true near-duplicates: two chat message-flicker reports and two identical \"reading 'trim'\" crashes. No PRs are present.", "confidence": 0.82, "canonical_issue_reason": "issue:67076 is the strongest duplicate anchor: it is closed, has the highest inbound reference count, and its title is a broad, exact error signature that other reports can collapse into.", "canonical_pr_reason": null, "best_issue_reason": "issue:67076 is the best global issue candidate because it appears to be the most cited/duplicate-prone report in the set and is already closed, making it the most useful canonical target.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66381", "right": "issue:67081", "accept": true, "reason": "Same underlying webchat bug: the sent user message briefly disappears / only appears after the assistant response." }, { "left": "issue:66173", "right": "issue:66785", "accept": false, "reason": "Both mention Umbrel/OpenClaw, but one is an update-lag complaint and the other is a setup wizard scrolling problem; different bugs." }, { "left": "issue:66597", "right": "issue:66907", "accept": false, "reason": "Very similar symptom, but the titles point to different UI surfaces (WebChat vs Control UI) and the evidence is too thin to confirm the same code-path." }, { "left": "issue:66848", "right": "issue:67076", "accept": true, "reason": "These are the same crash signature: \"Cannot/Cant read properties of undefined (reading 'trim')\"." }, { "left": "issue:53953", "right": "issue:62623", "accept": false, "reason": "Completely different products and failure modes: msteams startup crash vs Slack DM attachment download regression." }, { "left": "issue:67250", "right": "issue:67415", "accept": false, "reason": "Both involve tool calls, but one is missing streaming text in Control UI and the other is macOS Talk Mode audio dropping; not the same bug." }, { "left": "issue:64252", "right": "issue:66981", "accept": false, "reason": "Both are connectivity/startup failures, but the reported symptoms and components differ too much to treat as the same issue." }, { "left": "issue:64292", "right": "issue:65500", "accept": false, "reason": "Spawn permission error and missing /models listing are unrelated." }, { "left": "issue:53295", "right": "issue:63883", "accept": false, "reason": "Feishu text-send/card parameter bug is unrelated to groupPolicy allowlist behavior." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 324, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53386", "issue:53679", "issue:53697", "issue:53735", "issue:53755", "issue:53783", "issue:64499", "issue:65304", "issue:65538", "issue:65786", "issue:65867", "issue:65948", "issue:65974", "issue:66403", "issue:66406", "issue:67100", "issue:67247", "issue:67366" ], "soft_pairs": [ "issue:53755|issue:67247", "issue:65538|issue:66403", "issue:65867|issue:65974", "issue:53386|issue:53783", "issue:53679|issue:64499", "issue:65786|issue:66406", "issue:53697|issue:65948", "issue:67100|issue:67366", "issue:53735|issue:65304" ], "prepared_review_unit_hash": "e23fc886090a4e7fdd95d4db06010c050fb208de0ef1c0e5b00ea6ff025c67c5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13504, "estimated_input_tokens": 3376, "estimated_eval_tokens": 7008 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No duplicate cluster here: the soft pairs are mostly superficial text matches across unrelated bugs, platforms, and code paths. I would reject all proposed merges.", "confidence": 0.88, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53755", "right": "issue:67247", "accept": false, "reason": "Different products and failures: openai-codex model listing vs Telegram command menu disappearance. No shared code path." }, { "left": "issue:65538", "right": "issue:66403", "accept": false, "reason": "Both are UI-related, but one is screen-reader streaming verbosity and the other is an approval dialog layout bug. Not the same issue." }, { "left": "issue:65867", "right": "issue:65974", "accept": false, "reason": "65974 has no meaningful title/body signal here, and there is no evidence it matches the Gemini tag-leak bug." }, { "left": "issue:53386", "right": "issue:53783", "accept": false, "reason": "Both mention group chat behavior, but WhatsApp fromMe echo loops and Telegram session visibility mismatch are distinct bugs." }, { "left": "issue:53679", "right": "issue:64499", "accept": false, "reason": "Both are macOS/environment issues, but one is a TMPDIR LaunchAgent path regression and the other is a missing system.run.prepare capability. Different root causes." }, { "left": "issue:65786", "right": "issue:66406", "accept": false, "reason": "Same Feishu integration, but config validation and reaction API rejection are separate code paths and symptoms." }, { "left": "issue:53697", "right": "issue:65948", "accept": false, "reason": "Feishu schema validation vs Discord file-send empty-message handling are unrelated integrations and bugs." }, { "left": "issue:67100", "right": "issue:67366", "accept": false, "reason": "Both occur during onboarding, but one is a channel-selection trim error and the other is a token-replacement TypeError. Not enough evidence of one underlying defect." }, { "left": "issue:53735", "right": "issue:65304", "accept": false, "reason": "Both involve tool-call parameters, but one is a Kimi model-specific parameter loss and the other is a Windows-wide 'Missing required parameter' failure. Too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 325, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53735", "issue:53960", "issue:54070", "issue:62623", "issue:63026", "issue:63999", "issue:64814", "issue:64841", "issue:64850", "issue:65182", "issue:65538", "issue:65571", "issue:65849", "issue:66242", "issue:66500", "issue:66573", "issue:67314", "issue:67422" ], "soft_pairs": [ "issue:66573|issue:67314", "issue:53960|issue:63026", "issue:62623|issue:66500", "issue:63999|issue:65182", "issue:53735|issue:64850", "issue:65538|issue:67422", "issue:65571|issue:66242", "issue:64814|issue:64841", "issue:54070|issue:65849" ], "prepared_review_unit_hash": "e1952af3ab609858492f4362a899f6b99251fad7805e087be0804b6d4ee89e7c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13446, "estimated_input_tokens": 3362, "estimated_eval_tokens": 6980 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is heterogeneous: it spans unrelated bugs in webchat, message-tool validation, channel routing, browser/CDP, config validation, accessibility, and channel-specific media handling. None of the soft pairs look like the same concrete defect; they mostly share broad subsystem vocabulary only.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue fits this cluster well because the items are not true duplicates; they describe distinct bugs across different code paths and surfaces.", "canonical_pr_reason": null, "best_issue_reason": "If a representative issue must be picked, issue #66573 is the most concrete and self-contained bug report, but it is not a good cluster-wide duplicate anchor because the other items are about different failures.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66573", "right": "issue:67314", "accept": false, "reason": "Both mention history/context limits and bad messaging, but one is a chat.history server-limit bug and the other is a misleading error caused by heartbeat model bleed; different root causes and fixes." }, { "left": "issue:53960", "right": "issue:63026", "accept": false, "reason": "Both involve webchat/channel behavior, but one is about stripping a reply tag and the other about file uploads going to the wrong channel; different defects." }, { "left": "issue:62623", "right": "issue:66500", "accept": false, "reason": "Both concern inbound media handling, but Slack DM download regression and Feishu filename mojibake are separate failures in different channel integrations." }, { "left": "issue:63999", "right": "issue:65182", "accept": false, "reason": "Both are about visible model markup/tags, but they concern different tag types and different UIs; not clearly the same underlying bug." }, { "left": "issue:53735", "right": "issue:64850", "accept": false, "reason": "Kimi tool-call parameter loss and ACP runtime backend unavailability are unrelated agent/runtime issues." }, { "left": "issue:65538", "right": "issue:67422", "accept": false, "reason": "Accessibility streaming verbosity and webchat realtime refresh behavior are different UI problems with different symptoms and fixes." }, { "left": "issue:65571", "right": "issue:66242", "accept": false, "reason": "Both affect browser tooling, but one is a Linux CDP startup failure and the other is SSRF blocking on Android/Termux; different causes." }, { "left": "issue:64814", "right": "issue:64841", "accept": false, "reason": "One is a null plugin config in register(), the other is disabled memory-lancedb validation still failing after upgrade; separate config bugs." }, { "left": "issue:54070", "right": "issue:65849", "accept": false, "reason": "Both are message-tool validation complaints, but one requires an empty buttons array and the other requires components.modal; similar theme, not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 326, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53523", "issue:53537", "issue:53735", "issue:53907", "issue:62819", "issue:63345", "issue:63366", "issue:64174", "issue:64636", "issue:65082", "issue:65129", "issue:65130", "issue:65210", "issue:65538", "issue:65974", "issue:66042", "issue:67247", "issue:67546" ], "soft_pairs": [ "issue:63366|issue:67546", "issue:53907|issue:67247", "issue:53523|issue:63345", "issue:65210|issue:65538", "issue:64174|issue:64636", "issue:53537|issue:65974", "issue:62819|issue:66042", "issue:65082|issue:65130", "issue:62819|issue:65129", "issue:53537|issue:53735" ], "prepared_review_unit_hash": "6f58ef1d082d77cb7360324186386a79069271eb47271261cc3ec8d22ff017f1", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13459, "estimated_input_tokens": 3365, "estimated_eval_tokens": 6986 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly unrelated bug reports across different features (Matrix, WhatsApp, cron, OAuth/proxy, accessibility, packaging). The soft-similarity pairs are superficial and do not look like the same underlying defect or change.", "confidence": 0.92, "canonical_issue_reason": "No single canonical duplicate target stands out; if one issue must anchor the cluster, #65082 is the clearest and most actionable report because it has a concrete root cause and strong corroboration.", "canonical_pr_reason": null, "best_issue_reason": "#65082 is the strongest standalone issue: detailed repro, explicit missing-package root cause, and substantial cross-reference activity.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63366", "right": "issue:67546", "accept": false, "reason": "WhatsApp pairing-code allowlist leakage vs a vague onboarding bug; no shared code path or concrete same defect." }, { "left": "issue:53907", "right": "issue:67247", "accept": false, "reason": "Different products and failures: WhatsApp upgrade breakage vs Telegram command menu disappearance." }, { "left": "issue:53523", "right": "issue:63345", "accept": false, "reason": "Both mention Matrix, but one is a gateway core dump and the other is a missing-keys UI/API report; not the same bug." }, { "left": "issue:65210", "right": "issue:65538", "accept": false, "reason": "Token-usage/auto-compression regression is unrelated to screen-reader announcements from aria-live." }, { "left": "issue:64174", "right": "issue:64636", "accept": false, "reason": "OAuth 403 HTML failure is distinct from ignoring HTTP_PROXY/related env vars; different symptoms and code paths." }, { "left": "issue:53537", "right": "issue:65974", "accept": false, "reason": "Gemini model-switch looping and an untitled bug report are not demonstrably the same underlying issue." }, { "left": "issue:62819", "right": "issue:66042", "accept": false, "reason": "Cron job delivery to QQ in an isolated session is unrelated to Matrix E2EE deviceId/secret-storage bootstrap." }, { "left": "issue:65082", "right": "issue:65130", "accept": false, "reason": "Missing qa/scenarios/index.md in the npm package is a packaging-content bug, not an update/replace-old-version problem." }, { "left": "issue:62819", "right": "issue:65129", "accept": false, "reason": "Both are cron-related, but one is message delivery to QQ and the other is --model override handling; not the same defect." }, { "left": "issue:53537", "right": "issue:53735", "accept": false, "reason": "Different model-specific failures: infinite thinking-loop on switch vs lost tool-call parameters for Kimi k2p5." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 327, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53249", "issue:53643", "issue:53881", "issue:53955", "issue:62535", "issue:62541", "issue:64111", "issue:64292", "issue:65052", "issue:65360", "issue:65362", "issue:66619", "issue:66624", "issue:66641", "issue:66942", "issue:67056", "issue:67214" ], "soft_pairs": [ "issue:64111|issue:65362", "issue:65052|issue:67056", "issue:53881|issue:65360", "issue:53643|issue:53955", "issue:62535|issue:62541", "issue:66619|issue:66942", "issue:66624|issue:66942", "issue:53249|issue:64292", "issue:66619|issue:67214", "issue:66641|issue:66942" ], "prepared_review_unit_hash": "2456496bc80af07f418a71dfdc15fa0a0e19d23aebef4c0ba1172d522c9ca756", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13138, "estimated_input_tokens": 3285, "estimated_eval_tokens": 6826 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated, but there is one clear duplicate pocket around the undefined `trim` crash during setup/onboarding/channel selection. The Ollama, Control UI, attachment, memory-index, and vision/header issues appear distinct.", "confidence": 0.74, "canonical_issue_reason": "Issue 66942 is the best umbrella issue for the shared `TypeError: Cannot read properties of undefined (reading 'trim')` reports: it is generic, open, and can absorb the narrower setup/onboarding/installer variants.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66942 is the strongest global issue candidate because it matches the common duplicate pattern and is broad enough to represent the cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64111", "right": "issue:65362", "accept": false, "reason": "Both mention Ollama, but one is about vision models in the image tool and the other about local model discovery; different failure modes and code paths." }, { "left": "issue:65052", "right": "issue:67056", "accept": false, "reason": "One is a vision-turn stall caused by inbound images/dynamic tool exposure; the other is a provider-header preservation bug for custom OpenAI-compatible models. Not the same bug." }, { "left": "issue:53881", "right": "issue:65360", "accept": false, "reason": "These are separate Control UI display problems: log stream height vs context-window display. Same area, different defects." }, { "left": "issue:53643", "right": "issue:53955", "accept": false, "reason": "Unrelated subsystems: control-skill list instability versus QMD memory indexing/search returning empty." }, { "left": "issue:62535", "right": "issue:62541", "accept": false, "reason": "Both relate to dreaming config, but one is a timezone schema/docs mismatch and the other is a broader agent-creation failure; not enough evidence they are the same concrete bug." }, { "left": "issue:66619", "right": "issue:66942", "accept": true, "reason": "Same `trim` undefined crash family; the Telegram setup report looks like a specific manifestation of the generic error in 66942." }, { "left": "issue:66624", "right": "issue:66942", "accept": true, "reason": "Same exact `TypeError ... trim` during onboarding/channel selection; clearly the same underlying setup bug." }, { "left": "issue:53249", "right": "issue:64292", "accept": false, "reason": "Different areas and symptoms: attachment mount-path handling versus session spawn permission validation." }, { "left": "issue:66619", "right": "issue:67214", "accept": false, "reason": "The generic `trim` crash and the cron-job collapse are unrelated despite both being broad regressions." }, { "left": "issue:66641", "right": "issue:66942", "accept": true, "reason": "Same `trim` undefined crash during installer/channel selection; very likely the same underlying code-path issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 328, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53455", "issue:53669", "issue:53953", "issue:53960", "issue:62535", "issue:63033", "issue:64254", "issue:64418", "issue:65052", "issue:65182", "issue:65362", "issue:65728", "issue:65786", "issue:66516", "issue:66573", "issue:66860", "issue:67248", "issue:67342" ], "soft_pairs": [ "issue:65786|issue:66573", "issue:63033|issue:65182", "issue:53455|issue:53960", "issue:62535|issue:64254", "issue:65362|issue:66516", "issue:53953|issue:67342", "issue:66860|issue:67248", "issue:64418|issue:65052", "issue:53669|issue:65728" ], "prepared_review_unit_hash": "0964b57b249d0a09c1efb25efd7349fd81873bb931123da4657f9aec81a78e1a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13372, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These reports are mostly unrelated; the soft matches are driven by shared subsystem terms (webchat, cron, startup, config, image handling) rather than the same underlying bug. No soft edge is strong enough to accept.", "confidence": 0.91, "canonical_issue_reason": "Issue 65182 is the clearest self-contained bug report: it names the exact symptom, affected UI, and version, making it the best anchor among a set of otherwise unrelated reports.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65182 is the most concrete and actionable report in the list, with a specific failure mode and enough detail to reproduce/confirm.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65786", "right": "issue:66573", "accept": false, "reason": "One is Feishu config validation; the other is a chat.history page-size limit. Different code paths and failures." }, { "left": "issue:63033", "right": "issue:65182", "accept": false, "reason": "TTS delivery mismatch in webchat vs literal tag stripping in Control UI; same broad UI area, but different symptoms and fixes." }, { "left": "issue:53455", "right": "issue:53960", "accept": false, "reason": "Both mention webchat displaying raw markup, but they are different tags and likely separate sanitization cases, not one shared bug." }, { "left": "issue:62535", "right": "issue:64254", "accept": false, "reason": "Timezone schema rejection is unrelated to dreaming promotion cron persistence across restarts." }, { "left": "issue:65362", "right": "issue:66516", "accept": false, "reason": "Ollama model discovery failure and active memory timeout are unrelated subsystems and failure modes." }, { "left": "issue:53953", "right": "issue:67342", "accept": false, "reason": "Different integrations with different startup failures; no evidence of the same concrete code-path problem." }, { "left": "issue:66860", "right": "issue:67248", "accept": false, "reason": "Both involve recovery/spawn wording, but one is missing-session-entry pruning and the other is ACP-only streamTo failure under GPT-5.4; not the same bug." }, { "left": "issue:64418", "right": "issue:65052", "accept": false, "reason": "Image resizing on every message is a different defect from vision turns stalling when inbound images are present." }, { "left": "issue:53669", "right": "issue:65728", "accept": false, "reason": "Cron timezone mismatch and gateway unauthorized startup are completely unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 329, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53384", "issue:53537", "issue:53558", "issue:54014", "issue:63816", "issue:64528", "issue:64636", "issue:64991", "issue:65183", "issue:65309", "issue:66153", "issue:66614", "issue:66942", "issue:67100", "issue:67192", "issue:67264", "issue:67285" ], "soft_pairs": [ "issue:53273|issue:65183", "issue:53537|issue:64991", "issue:66614|issue:67192", "issue:63816|issue:66153", "issue:53384|issue:67285", "issue:66942|issue:67100", "issue:54014|issue:67264", "issue:53558|issue:64528", "issue:64636|issue:65309" ], "prepared_review_unit_hash": "46fff84c091f56bc37cfc14446112fb61d31406d82e78c3d9a8f4df7cff8ea42", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13189, "estimated_input_tokens": 3298, "estimated_eval_tokens": 6852 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bug reports across different subsystems. Only the two trim() TypeError issues look like the same underlying defect; the rest are distinct enough to keep separate.", "confidence": 0.84, "canonical_issue_reason": "issue:66942 is the broader, earlier report of the same trim(undefined) failure and best serves as the umbrella issue for the duplicate onboarding reproduction in issue:67100.", "canonical_pr_reason": null, "best_issue_reason": "issue:66942 has the cleanest generic symptom description and the strongest chance of attracting future duplicate reports for this bug class.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53273", "right": "issue:65183", "accept": false, "reason": "Different problems: npm/global install path handling for acpx vs async register() warning in bundled webhooks plugin." }, { "left": "issue:53537", "right": "issue:64991", "accept": false, "reason": "Both mention Gemini, but one is an infinite thinking loop on model switch and the other is an OAuth communication failure." }, { "left": "issue:66614", "right": "issue:67192", "accept": false, "reason": "Different streaming bugs: markdown table splitting vs Mistral /think crashing with a missing stream wrapper." }, { "left": "issue:63816", "right": "issue:66153", "accept": false, "reason": "Both are WhatsApp-related, but outbound media delivery failure and self-mode Meta AI interference are separate behaviors." }, { "left": "issue:53384", "right": "issue:67285", "accept": false, "reason": "One is a streaming text-block drop issue; the other is raw exec-approval errors leaking into Telegram channels." }, { "left": "issue:66942", "right": "issue:67100", "accept": true, "reason": "Same concrete TypeError signature ('reading trim') with 67100 appearing to be a specific onboarding reproduction of the broader bug in 66942." }, { "left": "issue:54014", "right": "issue:67264", "accept": false, "reason": "Both involve path/env handling, but OPENCLAW_HOME being ignored and tilde-expansion of browser executablePath are different code paths." }, { "left": "issue:53558", "right": "issue:64528", "accept": false, "reason": "Different memory-related symptoms: QMD backend status counts vs per-agent workspace isolation in session-memory." }, { "left": "issue:64636", "right": "issue:65309", "accept": false, "reason": "Proxy environment variables being ignored is unrelated to active memory blocking direct-chat turns." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 330, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53669", "issue:53709", "issue:53739", "issue:53871", "issue:53946", "issue:62568", "issue:63101", "issue:64256", "issue:64756", "issue:65479", "issue:65494", "issue:65967", "issue:65974", "issue:66124", "issue:66981", "issue:67106", "issue:67198", "issue:67412" ], "soft_pairs": [ "issue:63101|issue:65479", "issue:53709|issue:65974", "issue:53739|issue:53871", "issue:53669|issue:66981", "issue:65494|issue:67198", "issue:64756|issue:66124", "issue:64256|issue:65967", "issue:53946|issue:62568", "issue:67106|issue:67412" ], "prepared_review_unit_hash": "87704de2ee49c3349bd954b7bed1b07ae56661ea979c9f89cfc6a09d1642d5fe", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13235, "estimated_input_tokens": 3309, "estimated_eval_tokens": 6874 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are mostly unrelated single bugs across different subsystems. A few pairs share broad themes (Feishu config validation, Control UI message rendering, TUI behavior), but none are clearly the same concrete bug with enough evidence to merge.", "confidence": 0.79, "canonical_issue_reason": "issue:63101 is the most actionable and well-supported report in the set: clear regression wording, concrete Feishu validation failure, and the most discussion activity/inbound signal among the candidates.", "canonical_pr_reason": null, "best_issue_reason": "issue:63101 is the best global issue candidate because it is specific, reproducible, and likely to attract the right fix; it also reads more complete than the other reports here.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63101", "right": "issue:65479", "accept": false, "reason": "Both are Feishu validation regressions, but 63101 is a broad upgrade failure while 65479 is specifically about footer/threadSession fields being removed; not clearly the same underlying bug." }, { "left": "issue:53709", "right": "issue:65974", "accept": false, "reason": "65974 has no usable title/body details, so there is no evidence it matches the GH_TOKEN/subprocess bug." }, { "left": "issue:53739", "right": "issue:53871", "accept": false, "reason": "Different channels and symptoms: Feishu MI messages not responding vs Telegram channel showing 'not configured'." }, { "left": "issue:53669", "right": "issue:66981", "accept": false, "reason": "Cron timezone offset handling and OpenClaw gateway/browser timeout are unrelated code paths." }, { "left": "issue:65494", "right": "issue:67198", "accept": false, "reason": "Different channels and different exceptions: iMessage ReferenceError for accountInfo vs Feishu 'Assignment to constant variable' on send." }, { "left": "issue:64756", "right": "issue:66124", "accept": false, "reason": "Both mention Dreaming, but one is a dashboard text overlap issue and the other is a config/runtime validation mismatch; not the same bug." }, { "left": "issue:64256", "right": "issue:65967", "accept": false, "reason": "TUI session-routing failure and TUI model-label fallback mismatch are separate behaviors." }, { "left": "issue:53946", "right": "issue:62568", "accept": false, "reason": "Plugin-sdk path parsing and missing npm dependency are different packaging/install problems." }, { "left": "issue:67106", "right": "issue:67412", "accept": false, "reason": "Both affect Control UI message rendering, but one is Safari pre-tool-call text loss and the other is sent-message flicker; too different to treat as one bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 331, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53797", "issue:53881", "issue:53960", "issue:62967", "issue:63175", "issue:64188", "issue:64224", "issue:64296", "issue:64802", "issue:65519", "issue:65794", "issue:66288", "issue:66582", "issue:66669", "issue:67076", "issue:67150", "issue:67353", "issue:67422" ], "soft_pairs": [ "issue:53797|issue:65519", "issue:53960|issue:66669", "issue:66288|issue:67422", "issue:62967|issue:64224", "issue:53881|issue:65794", "issue:67076|issue:67150", "issue:63175|issue:66582", "issue:64188|issue:67353", "issue:64296|issue:64802" ], "prepared_review_unit_hash": "98dfc42ca059f40a58be7893dc4a2964803776486d29fbe3cf60d93946486147", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13132, "estimated_input_tokens": 3283, "estimated_eval_tokens": 6822 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items do not form one duplicate cluster; they span distinct bugs in provider/model handling, onboarding, webchat rendering, and UI layout. None of the soft pairs are strong enough to merge, though one onboarding pair is superficially related.", "confidence": 0.79, "canonical_issue_reason": "No single canonical issue: the set covers multiple unrelated code paths and user-facing failures, so there is no clear duplicate hub.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67353 is the most specific and actionable report among the set, but it is still only one bug report and not a global duplicate representative for the whole collection.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53797", "right": "issue:65519", "accept": false, "reason": "Both mention model/provider behavior, but one is a GitHub Copilot 400 unsupported model error and the other is sub-agent model override being ignored; different failures and code paths." }, { "left": "issue:53960", "right": "issue:66669", "accept": false, "reason": "Both are webchat-related, but one is about stripping a reply tag and the other about rendering image attachments; distinct symptoms and fixes." }, { "left": "issue:66288", "right": "issue:67422", "accept": false, "reason": "Image attachment loss/visibility is a different bug from real-time streaming of new session messages; these could coexist in the same UI but are not the same defect." }, { "left": "issue:62967", "right": "issue:64224", "accept": false, "reason": "A 400 for unsupported reasoning_effort is an API capability mismatch, while billing cooldown misapplies to provider/model scope; separate backend issues." }, { "left": "issue:53881", "right": "issue:65794", "accept": false, "reason": "A log viewer scroll-height layout bug and truncated tool-argument payloads are unrelated UI problems." }, { "left": "issue:67076", "right": "issue:67150", "accept": false, "reason": "The titles suggest a possible onboarding overlap, but one is a generic trim() error and the other is a channel-selection dead end; not enough evidence they are the same underlying bug." }, { "left": "issue:63175", "right": "issue:66582", "accept": false, "reason": "Ollama request timeout and an active-memory issue are unrelated failure modes with different triggers and fixes." }, { "left": "issue:64188", "right": "issue:67353", "accept": false, "reason": "GitHub Copilot model-add failure and onboarding trim error are different user flows and likely different code paths." }, { "left": "issue:64296", "right": "issue:64802", "accept": false, "reason": "WhatsApp Web disconnecting early is a runtime connection issue; the Railway Docker image update request is an environment/version maintenance issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 332, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53537", "issue:53547", "issue:53739", "issue:53824", "issue:53879", "issue:62819", "issue:63211", "issue:64188", "issue:64351", "issue:64374", "issue:65182", "issue:65225", "issue:65362", "issue:66202", "issue:66677", "issue:67076", "issue:67093" ], "soft_pairs": [ "issue:66677|issue:67076", "issue:65362|issue:66202", "issue:53879|issue:64374", "issue:53547|issue:53739", "issue:53824|issue:63211", "issue:53537|issue:64188", "issue:65182|issue:67093", "issue:53739|issue:64351", "issue:62819|issue:65225" ], "prepared_review_unit_hash": "e45a786e5531ee263579d0fe7a395427a53cda12a5b028365b6be9472c03db21", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12521, "estimated_input_tokens": 3131, "estimated_eval_tokens": 6518 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a true duplicate: the Ollama model-availability regression. The other pairs share broad areas like cron, channels, or UI output handling but appear to be different concrete bugs.", "confidence": 0.72, "canonical_issue_reason": "issue:66202 is the clearest representative for the Ollama duplicate pair: it states the version-triggered regression and the exact symptom ('ollama models become unavailable').", "canonical_pr_reason": null, "best_issue_reason": "issue:66202 is the strongest issue to anchor this cluster because it is specific, recent, and describes the regression most directly.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66677", "right": "issue:67076", "accept": false, "reason": "Both involve a channel-selection flow, but one is a QuickStart selection issue and the other is a generic JS trim error; not enough evidence of the same underlying bug." }, { "left": "issue:65362", "right": "issue:66202", "accept": true, "reason": "Both report Ollama local models becoming unavailable after an update; the titles describe the same regression from different angles." }, { "left": "issue:53879", "right": "issue:64374", "accept": false, "reason": "Both mention message/channel errors, but one is a telegram upload failure and the other is a missing_scope read permission issue; different code paths." }, { "left": "issue:53547", "right": "issue:53739", "accept": false, "reason": "Bootstrap-file loading and Feishu message delivery are unrelated failures despite the same release window." }, { "left": "issue:53824", "right": "issue:63211", "accept": false, "reason": "Both concern isolated cron sessions, but one is a gateway-restart 'Unknown Channel' delivery failure and the other is an exec-policy prompt issue; different bugs." }, { "left": "issue:53537", "right": "issue:64188", "accept": false, "reason": "Different model-provider problems: Gemini thinking-loop on model switch versus Copilot add-model failure in configure." }, { "left": "issue:65182", "right": "issue:67093", "accept": false, "reason": "Both involve output sanitization, but one is Control UI stripping of tags and the other is Discord raw tool-call leakage; not the same concrete defect." }, { "left": "issue:53739", "right": "issue:64351", "accept": false, "reason": "Feishu message failure and QMD sidecar auto-start are unrelated." }, { "left": "issue:62819", "right": "issue:65225", "accept": false, "reason": "Both are cron-related, but one is a channel-delivery failure and the other is a task stuck running; too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 333, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53753", "issue:53815", "issue:63641", "issue:64252", "issue:64756", "issue:64910", "issue:65189", "issue:65277", "issue:65455", "issue:65595", "issue:65666", "issue:65790", "issue:66288", "issue:66381", "issue:66669", "issue:66786", "issue:66799" ], "soft_pairs": [ "issue:64756|issue:65277", "issue:65189|issue:65455", "issue:64252|issue:65666", "issue:66381|issue:66669", "issue:64910|issue:66288", "issue:66786|issue:66799", "issue:53753|issue:65595", "issue:53815|issue:65790", "issue:63641|issue:64252" ], "prepared_review_unit_hash": "e4c3534bf85fb71b276f204103f3f9670e3ed2093269aa084a81d9d365ff676f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12599, "estimated_input_tokens": 3150, "estimated_eval_tokens": 6556 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is heterogeneous: control UI, webchat, dreaming, auth, plugin, and security issues all mixed together. None of the soft-similarity pairs look like the same underlying bug or change, so no duplicates should be merged.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue stands out because the items span unrelated bugs and features; there is no clear duplicate target for consolidation.", "canonical_pr_reason": null, "best_issue_reason": "No strong global best issue for duplicate grouping; the closest items are still different code paths and symptoms, so any one choice would be arbitrary.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64756", "right": "issue:65277", "accept": false, "reason": "Both mention Dreaming, but one is a dashboard text overlay and the other is uncontrolled overnight session creation; different symptoms and likely different fixes." }, { "left": "issue:65189", "right": "issue:65455", "accept": false, "reason": "One reports a memory-engine context leak to the UI layer, the other a vague Dreaming page display issue; too little overlap in the actual bug." }, { "left": "issue:64252", "right": "issue:65666", "accept": false, "reason": "A2UI_HOST_UNAVAILABLE is a host/connectivity failure, while the iframe issue is a 401 auth-token propagation problem; not the same bug." }, { "left": "issue:66381", "right": "issue:66669", "accept": false, "reason": "One is a transient message flicker after send, the other is missing image attachment rendering; different content types and code paths." }, { "left": "issue:64910", "right": "issue:66288", "accept": false, "reason": "Reply box flashing/stuck output is not the same as uploaded images disappearing and failing to reach the agent; related UI area, but different failure mode." }, { "left": "issue:66786", "right": "issue:66799", "accept": false, "reason": "Workspace-dir handling in system prompts and arbitrary file access via agents.files.get are separate security/configuration problems." }, { "left": "issue:53753", "right": "issue:65595", "accept": false, "reason": "Both touch provider/model naming, but one is a control UI model-picker merge bug and the other is an image tool hardcoding openai/; different components and fix paths." }, { "left": "issue:53815", "right": "issue:65790", "accept": false, "reason": "WhatsApp reconnect message-update failures and webchat image attachment failures are unrelated symptoms in different integrations." }, { "left": "issue:63641", "right": "issue:64252", "accept": false, "reason": "A missing /prose command from a plugin is unrelated to an A2UI host-unavailable error." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 334, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53472", "issue:53512", "issue:63225", "issue:63736", "issue:63863", "issue:64011", "issue:64067", "issue:64745", "issue:64814", "issue:64910", "issue:65192", "issue:65314", "issue:65516", "issue:65763", "issue:66641", "issue:66981", "issue:67366" ], "soft_pairs": [ "issue:63225|issue:64745", "issue:63863|issue:64011", "issue:66641|issue:67366", "issue:64067|issue:65516", "issue:63736|issue:65314", "issue:53512|issue:64910", "issue:53472|issue:65763", "issue:65192|issue:66981", "issue:64011|issue:64814" ], "prepared_review_unit_hash": "67d39273937a87300bf413476eb99e4d34cbc69bb4e874732de00311b9a2e216", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12707, "estimated_input_tokens": 3177, "estimated_eval_tokens": 6610 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the paired issues only share broad surface similarities (TypeError, timeout, missing file, agent/UI problems) but describe different code paths and failure modes. None of the soft pairs look like true duplicates or mergeable PR-equivalents.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63225", "right": "issue:64745", "accept": false, "reason": "Different problems: a missing npm module import vs a macOS self-replication/crash report. Shared severity language is not enough to make them the same bug." }, { "left": "issue:63863", "right": "issue:64011", "accept": false, "reason": "One is a clean-install startup delay from chat.history, the other is a Discord gateway reconnect crash on Windows. Different subsystems and symptoms." }, { "left": "issue:66641", "right": "issue:67366", "accept": false, "reason": "Both mention TypeError during onboarding/installer flows, but the failing steps and data paths differ (QuickStart channel selection vs Telegram token replacement)." }, { "left": "issue:64067", "right": "issue:65516", "accept": false, "reason": "Both are missing-file/package issues, but they reference different artifacts and commands: qa scenario pack lookup vs bundle-a2ui.sh in the installed package." }, { "left": "issue:63736", "right": "issue:65314", "accept": false, "reason": "A generic hang-time report is not the same as Ollama agent-mode timeouts; no clear shared failure path or repro." }, { "left": "issue:53512", "right": "issue:64910", "accept": false, "reason": "Both involve agent behavior, but one is context-saturation switching/compact handling and the other is a reply box stuck flashing. Different UI/state bugs." }, { "left": "issue:53472", "right": "issue:65763", "accept": false, "reason": "Both involve model/provider compatibility, but one is a GLM tools API 400 on /btw and the other is a provider model allowlist/alias check. Distinct validation paths." }, { "left": "issue:65192", "right": "issue:66981", "accept": false, "reason": "Unrelated failures: dream-session accumulation versus browser/gateway timeout. Similar notion of buildup/timeouts, but not the same bug." }, { "left": "issue:64011", "right": "issue:64814", "accept": false, "reason": "A Discord gateway reconnect crash is unrelated to api.pluginConfig being null during extension register(). Different components and error sources." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 335, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53648", "issue:53879", "issue:63225", "issue:64418", "issue:64707", "issue:64839", "issue:65117", "issue:65201", "issue:65578", "issue:65786", "issue:66017", "issue:66288", "issue:66507", "issue:66866", "issue:66941", "issue:67051", "issue:67076", "issue:67291" ], "soft_pairs": [ "issue:65578|issue:66017", "issue:53879|issue:65117", "issue:64707|issue:66507", "issue:67076|issue:67291", "issue:65201|issue:65786", "issue:63225|issue:66866", "issue:64418|issue:66288", "issue:53648|issue:67051", "issue:64839|issue:66941" ], "prepared_review_unit_hash": "0d27a4aa619f6030928045983e580c93d9e375246bf874b2b2b970dc51d4584a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13430, "estimated_input_tokens": 3358, "estimated_eval_tokens": 6972 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated bug reports across different features/channels. The only clear duplicate-looking pair is the shared \"Cannot read properties of undefined (reading 'trim')\" onboarding crash.", "confidence": 0.88, "canonical_issue_reason": "Issue 67291 is the best canonical issue because it is the clearest, most specific report of the trim crash, with higher discussion activity and a concrete onboarding reproduction path that matches 67076.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67291 is the strongest representative issue overall: specific title, active discussion, and clear user impact. It also aligns with the only accepted duplicate pair in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65578", "right": "issue:66017", "accept": false, "reason": "Both concern provider/model handling, but one is gateway auto-discovery and the other is image-tool recognition of custom providers; different code paths and symptoms." }, { "left": "issue:53879", "right": "issue:65117", "accept": false, "reason": "Both are media-send failures, but they affect different channels and failure modes (Telegram channel unavailable vs WhatsApp outbound hasMedia:false)." }, { "left": "issue:64707", "right": "issue:66507", "accept": false, "reason": "Both mention Feishu/WeChat gateway behavior, but one is unwanted default-account creation on restart and the other is session separation; not the same bug." }, { "left": "issue:67076", "right": "issue:67291", "accept": true, "reason": "Same underlying crash: undefined 'trim' during onboarding/channel setup. The second issue is the more specific report of the same error path." }, { "left": "issue:65201", "right": "issue:65786", "accept": false, "reason": "These are different problems: a doctor false-positive on auth token secrets versus an invalid Feishu config after upgrade." }, { "left": "issue:63225", "right": "issue:66866", "accept": false, "reason": "Shared 'carbon' wording is incidental; one is a missing module error and the other is excessive Discord gateway RESUMEs." }, { "left": "issue:64418", "right": "issue:66288", "accept": false, "reason": "Both involve images, but one is repeated resizing in context and the other is uploaded images disappearing/not reaching the agent." }, { "left": "issue:53648", "right": "issue:67051", "accept": false, "reason": "Both touch the web UI/search skill area, but one is a search box displaying the gateway URL and the other is a config validation error when disabling a skill; not the same defect." }, { "left": "issue:64839", "right": "issue:66941", "accept": false, "reason": "Distinct issues: one is image/model handling for qwen3.6-plus via bailian, the other is a WeChat-access gateway startup failure." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 336, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53311", "issue:53628", "issue:54014", "issue:63026", "issue:64636", "issue:64745", "issue:64910", "issue:65281", "issue:65314", "issue:65375", "issue:65431", "issue:65516", "issue:65721", "issue:65763", "issue:66752", "issue:66941", "issue:66942" ], "soft_pairs": [ "issue:64910|issue:65375", "issue:65431|issue:65763", "issue:65516|issue:66752", "issue:53628|issue:54014", "issue:64636|issue:65314", "issue:65721|issue:66941", "issue:64745|issue:66942", "issue:63026|issue:65281", "issue:53273|issue:53311" ], "prepared_review_unit_hash": "df8b8e9613cc6dad332abec07be583f2c603ad7c98335fca55d459a959205775", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13283, "estimated_input_tokens": 3321, "estimated_eval_tokens": 6898 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is heterogeneous: the soft pairs are mostly superficial similarity matches (install/config/env issues, UI hangs, packaging errors) rather than the same underlying bug. No PRs are present. Issue 53273 is the best single representative only because it is the most referenced and well-specified, not because the cluster is cohesive.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:53273 is the strongest representative by inbound references and repro detail, but the overall group is too mixed to treat as one coherent duplicate cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64910", "right": "issue:65375", "accept": false, "reason": "Both describe a hang, but one is a stuck reply box in the agent UI and the other is a LINE webhook handler blocking HTTP 200; different code paths and causes." }, { "left": "issue:65431", "right": "issue:65763", "accept": false, "reason": "Both involve model selection/compatibility, but one is image-capability config and the other is provider model allow-listing/aliasing; not the same bug." }, { "left": "issue:65516", "right": "issue:66752", "accept": false, "reason": "Both are package-install failures, but one is a missing build script in pnpm package install and the other is an ARM64 npm global-install module path issue; different missing artifacts and environments." }, { "left": "issue:53628", "right": "issue:54014", "accept": false, "reason": "Both mention environment-driven paths, but one is XDG_CONFIG_HOME during skill install and the other is OPENCLAW_HOME not being respected; different variables and likely different config resolution bugs." }, { "left": "issue:64636", "right": "issue:65314", "accept": false, "reason": "Proxy-variable handling and Ollama timeout behavior are unrelated failures; one is env proxy support, the other is agent-mode model request latency/timeout." }, { "left": "issue:65721", "right": "issue:66941", "accept": false, "reason": "Self-destruct-through-config-modification and gateway startup failure for wechat-access are different problems in different subsystems." }, { "left": "issue:64745", "right": "issue:66942", "accept": false, "reason": "A catastrophic macOS replication/crash bug is unrelated to a TypeError from reading 'trim' on undefined." }, { "left": "issue:63026", "right": "issue:65281", "accept": false, "reason": "Both are control-UI input issues, but one misroutes file upload to heartbeat and the other breaks image paste/send; different media handling paths." }, { "left": "issue:53273", "right": "issue:53311", "accept": false, "reason": "Global-install plugin path breakage and gateway crash-loop when a plugin is configured but absent are different plugin lifecycle failures." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 337, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53494", "issue:53591", "issue:53785", "issue:63345", "issue:64202", "issue:64244", "issue:64418", "issue:64814", "issue:65516", "issue:65666", "issue:65794", "issue:66403", "issue:66981", "issue:67107", "issue:67257", "issue:67414", "issue:67438" ], "soft_pairs": [ "issue:65666|issue:67414", "issue:53591|issue:65794", "issue:53785|issue:63345", "issue:53494|issue:64418", "issue:66981|issue:67438", "issue:64202|issue:66403", "issue:65516|issue:67107", "issue:64814|issue:67257", "issue:64244|issue:64418" ], "prepared_review_unit_hash": "0712ea4f7d0e4f8dfe9133ddd98aa3d6d58bdb948c69d5ec4a41ae210f21b6be", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12704, "estimated_input_tokens": 3176, "estimated_eval_tokens": 6608 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is highly heterogeneous: most items are unrelated bugs across plugins, image handling, UI layout, auth, and build/package issues. The soft pairs share at most broad surface-level themes, not the same concrete code path, so none should be merged as duplicates.", "confidence": 0.91, "canonical_issue_reason": "No single true duplicate cluster is present. If one issue must serve as the representative, #65794 is the most concrete and self-contained report around tool-argument loss/truncation, which is the closest shared theme among the tool-related reports.", "canonical_pr_reason": null, "best_issue_reason": "#65794 is the best global representative because it describes a specific, reproducible failure with clear user impact and a focused code-path symptom. It is still not a canonical umbrella for the whole set, just the strongest standalone issue here.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65666", "right": "issue:67414", "accept": false, "reason": "Both involve images in a loose sense, but #65666 is an embed/auth token problem causing 401s, while #67414 is blank previews and repeated reprocessing of pasted/history images. Different failures and likely different code paths." }, { "left": "issue:53591", "right": "issue:65794", "accept": false, "reason": "Both mention tool-call arguments, but #53591 is a specific payload-compat regression in kimi-coding producing empty {} args, whereas #65794 is web chat truncating tool blocks/parameters. Similar symptom, not the same bug." }, { "left": "issue:53785", "right": "issue:63345", "accept": false, "reason": "#53785 is an npm packaging/binary distribution issue on Linux, while #63345 is a plugin runtime problem about missing keys. No shared underlying bug." }, { "left": "issue:53494", "right": "issue:64418", "accept": false, "reason": "#53494 is plugin tool registry corruption after an image message; #64418 is repeated image resizing on every message. Different behavior and likely unrelated implementations." }, { "left": "issue:66981", "right": "issue:67438", "accept": false, "reason": "#66981 is a browser timeout/gateway restart failure, while #67438 is a Feishu onboarding QR-code problem. No concrete overlap beyond general connectivity/login context." }, { "left": "issue:64202", "right": "issue:66403", "accept": false, "reason": "Both are UI layout complaints, but #64202 is Dreams Scene CSS clipping/overlap and #66403 is an exec-approval popup overflowing the viewport on long commands. Distinct components and fixes." }, { "left": "issue:65516", "right": "issue:67107", "accept": false, "reason": "#65516 is a missing build script in the installed package; #67107 has no meaningful title/content signal and cannot be tied to the build failure." }, { "left": "issue:64814", "right": "issue:67257", "accept": false, "reason": "#64814 is null plugin config during register() despite openclaw.json settings; #67257 is a Telegram plugin failing to load because exports are missing register/activate. Both are plugin startup issues, but not the same root cause." }, { "left": "issue:64244", "right": "issue:64418", "accept": false, "reason": "#64244 is a routing bug sending MiniMax image tool traffic to the wrong endpoint; #64418 is repeated image resizing. Different subsystems and symptoms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 338, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53643", "issue:53648", "issue:53735", "issue:53783", "issue:63345", "issue:63486", "issue:64745", "issue:64783", "issue:64794", "issue:64844", "issue:65431", "issue:65794", "issue:66204", "issue:66619", "issue:66728", "issue:66941", "issue:67076", "issue:67487" ], "soft_pairs": [ "issue:64844|issue:65431", "issue:64794|issue:66204", "issue:64745|issue:66619", "issue:63345|issue:63486", "issue:53783|issue:64783", "issue:53735|issue:65794", "issue:53643|issue:53648", "issue:66941|issue:67487", "issue:66728|issue:67076" ], "prepared_review_unit_hash": "bfdca110cf9e1cd8ce673ac4d3e0290475b4882eb491c27d500a185f67853125", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13296, "estimated_input_tokens": 3324, "estimated_eval_tokens": 6904 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items are mostly unrelated bug reports. The soft-similarity pairs share keywords or subsystems, but none appear to be the same concrete underlying defect or a single mergeable PR fix.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64844", "right": "issue:65431", "accept": false, "reason": "Both involve model/config behavior, but one is wrong default model injection in /new session and the other is image-capability validation; different code paths and fixes." }, { "left": "issue:64794", "right": "issue:66204", "accept": false, "reason": "Different provider/config bugs: missing api/auth fields in OAuth configPatch vs baseUrl ignored for zai coding requests." }, { "left": "issue:64745", "right": "issue:66619", "accept": false, "reason": "Completely unrelated failures: macOS self-replication/crash vs Telegram setup trim TypeError." }, { "left": "issue:63345", "right": "issue:63486", "accept": false, "reason": "Both are Matrix-related, but one is a missing-keys error and the other is unresponsive interaction; not clearly the same defect or fix." }, { "left": "issue:53783", "right": "issue:64783", "accept": false, "reason": "Different platforms and code paths: Telegram sessions_list visibility/send failure vs Feishu mention ReferenceError during bot mention." }, { "left": "issue:53735", "right": "issue:65794", "accept": false, "reason": "Both mention tool arguments, but one is Kimi tool-call parameter loss and the other is web chat block truncation; likely separate layers and not one mergeable PR." }, { "left": "issue:53643", "right": "issue:53648", "accept": false, "reason": "Same Control UI area, but one is unstable/disappearing skills list and the other is search box showing the gateway URL; distinct UI bugs." }, { "left": "issue:66941", "right": "issue:67487", "accept": false, "reason": "Unrelated issues: QClaw/wechat-access gateway startup failure vs Control UI image upload not appearing in chat." }, { "left": "issue:66728", "right": "issue:67076", "accept": false, "reason": "Both mention crash/trim symptoms, but the contexts differ: onboarding 'Skip for now' in Select channel vs a generic undefined-trim error in Telegram setup." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 339, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53235", "issue:53365", "issue:53648", "issue:53925", "issue:62875", "issue:64238", "issue:64670", "issue:65130", "issue:65516", "issue:66500", "issue:66621", "issue:66668", "issue:66669", "issue:66981", "issue:67032", "issue:67072", "issue:67414" ], "soft_pairs": [ "issue:53235|issue:66621", "issue:53648|issue:67414", "issue:64238|issue:66500", "issue:62875|issue:66668", "issue:53365|issue:66981", "issue:53925|issue:64670", "issue:65130|issue:65516", "issue:66669|issue:67072", "issue:53235|issue:67032" ], "prepared_review_unit_hash": "8470f90250a801a337ce76e64d85d3b2d6d0c246181fd059d14870b4a57c99bc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12714, "estimated_input_tokens": 3179, "estimated_eval_tokens": 6614 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "None of the soft pairs are strong duplicates; they share broad UI or packaging themes, but each points to a different concrete failure mode and fix path.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue stands out because the set spans multiple unrelated bugs and none of the soft pairs describe the same underlying defect closely enough to merge.", "canonical_pr_reason": null, "best_issue_reason": "issue:67072 is the most actionable reference issue: it is a narrowly scoped, user-visible webchat rendering regression with a clear repro path and less ambiguity than the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53235", "right": "issue:66621", "accept": false, "reason": "Both are webchat display complaints, but one is about agent responses disappearing while the other is about user-sent image attachments not rendering. Different payload types and likely different code paths." }, { "left": "issue:53648", "right": "issue:67414", "accept": false, "reason": "Unrelated symptoms: a Skills Search Box showing the gateway URL versus pasted images with blank previews and history reprocessing. Same UI family only at a very broad level." }, { "left": "issue:64238", "right": "issue:66500", "accept": false, "reason": "Model-resolution regression ('Unknown model') and Feishu filename mojibake are separate bugs in different subsystems." }, { "left": "issue:62875", "right": "issue:66668", "accept": false, "reason": "Bundled plugin packaging missing a src/ directory is not the same as uninstall cleanup failing for linked/manual plugins. Different lifecycle stages and fixes." }, { "left": "issue:53365", "right": "issue:66981", "accept": false, "reason": "Login QR generation failing due to a missing helper differs from a browser/gateway timeout. They affect different startup failure modes." }, { "left": "issue:53925", "right": "issue:64670", "accept": false, "reason": "Both mention /btw, but one is model-specific failure on gpt-5.4 and the other includes a 400 error plus ESC-key behavior. Not the same concrete bug." }, { "left": "issue:65130", "right": "issue:65516", "accept": false, "reason": "Package replacement on update and missing build script in the installed package are adjacent packaging issues, but they are not the same underlying defect." }, { "left": "issue:66669", "right": "issue:67072", "accept": false, "reason": "Image attachments not rendering and messages not appearing until assistant response are both webchat UX issues, but they describe different rendering/state bugs." }, { "left": "issue:53235", "right": "issue:67032", "accept": false, "reason": "Agent responses disappearing is not the same as image upload missing plus message display lag, even though both affect webchat presentation." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 340, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53235", "issue:53365", "issue:53749", "issue:54014", "issue:63641", "issue:63992", "issue:64292", "issue:64296", "issue:65455", "issue:65519", "issue:65763", "issue:65849", "issue:66006", "issue:66090", "issue:66728", "issue:66752", "issue:66786", "issue:67400" ], "soft_pairs": [ "issue:65519|issue:65763", "issue:63641|issue:65455", "issue:63992|issue:66786", "issue:53749|issue:65849", "issue:53365|issue:66728", "issue:53235|issue:66006", "issue:54014|issue:66752", "issue:64296|issue:66090", "issue:64292|issue:67400" ], "prepared_review_unit_hash": "38c153a18c3509db1d8902c0b02926c4e7651935c67df26caf8550eb0354611c", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13082, "estimated_input_tokens": 3271, "estimated_eval_tokens": 6798 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items are mostly unrelated bugs spanning webchat, WhatsApp, onboarding, config/env handling, and sessions/spawn behavior. None of the soft pairs look like the same underlying issue closely enough to merge.", "confidence": 0.91, "canonical_issue_reason": "No single canonical issue for this set; the closest subgroup is around sessions/spawn behavior, and 65519 is the most concrete representative of that theme.", "canonical_pr_reason": null, "best_issue_reason": "65519 is the most actionable and specific report in the list, with a clear bug statement and likely code-path focus, even though it is not a duplicate of the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65519", "right": "issue:65763", "accept": false, "reason": "Both mention session/model handling, but one is about ignored model override in sessions_spawn and the other is about provider models being rejected unless aliased; different failure modes and likely different fixes." }, { "left": "issue:63641", "right": "issue:65455", "accept": false, "reason": "Unrelated areas: a missing /prose command versus a control UI display problem." }, { "left": "issue:63992", "right": "issue:66786", "accept": false, "reason": "Both involve config/env behavior, but one is about session key writes hardcoding DEFAULT_AGENT_ID and the other is about OPENCLAW_WORKSPACE_DIR not being respected; distinct bugs." }, { "left": "issue:53749", "right": "issue:65849", "accept": false, "reason": "Both are message-tool schema issues, but they affect different fields/actions ('buttons' required everywhere vs Discord send requiring components.modal); not the same underlying defect." }, { "left": "issue:53365", "right": "issue:66728", "accept": false, "reason": "Completely different products/workflows: webchat rendering loss versus onboarding crash on channel selection." }, { "left": "issue:53235", "right": "issue:66006", "accept": false, "reason": "Same broad webchat area, but one is message rendering/disappearing and the other is auto-scroll behavior; different code paths and fixes." }, { "left": "issue:54014", "right": "issue:66752", "accept": false, "reason": "Both mention install/runtime environment issues, but OPENCLAW_HOME handling and an ARM64 global-install module error are unrelated." }, { "left": "issue:64296", "right": "issue:66090", "accept": false, "reason": "Both are WhatsApp-related, but one is connection teardown during opening and the other is media sending; not the same bug." }, { "left": "issue:64292", "right": "issue:67400", "accept": false, "reason": "Both concern sub-agent/session spawning, but one is an authorization/validation error on agentId and the other is persistent session creation failing; too different to treat as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 341, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53365", "issue:53643", "issue:62967", "issue:63175", "issue:63863", "issue:64306", "issue:64351", "issue:64374", "issue:64925", "issue:65763", "issue:65848", "issue:65948", "issue:66516", "issue:66533", "issue:66682", "issue:67251", "issue:67400", "issue:67438" ], "soft_pairs": [ "issue:53643|issue:65848", "issue:62967|issue:65763", "issue:53365|issue:67438", "issue:63863|issue:64351", "issue:64374|issue:65948", "issue:63175|issue:66516", "issue:64925|issue:66682", "issue:66533|issue:67400", "issue:64306|issue:67251" ], "prepared_review_unit_hash": "a0f87404fccd45cfa2bc57fe505098b41e1872ef01b469fa38c551cc697ad786", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13298, "estimated_input_tokens": 3325, "estimated_eval_tokens": 6906 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These are mostly distinct bug reports across different features and platforms; none of the soft-similarity pairs look like true duplicates or the same fixable code-path issue.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53643", "right": "issue:65848", "accept": false, "reason": "Both mention skills, but one is about an unstable control-panel skill list and the other about skill installation via Python script; different failures and likely different code paths." }, { "left": "issue:62967", "right": "issue:65763", "accept": false, "reason": "Both are model/config validation errors, but one is about unsupported reasoning_effort for gpt-5-mini and the other about plugin-registered provider models being rejected unless aliased." }, { "left": "issue:53365", "right": "issue:67438", "accept": false, "reason": "Both involve QR-code login flows, but they are for different integrations (openclaw-weixin vs FeiShu/openclaw onboard) with different symptoms." }, { "left": "issue:63863", "right": "issue:64351", "accept": false, "reason": "Both relate to startup delays, but one is chat.history blocking sidecar startup and the other is a sidecar not auto-starting on OpenClaw 4.9; not enough to be the same bug." }, { "left": "issue:64374", "right": "issue:65948", "accept": false, "reason": "Different messaging platforms and errors: Slack/permission scope mismatch vs Discord file-send returning empty message." }, { "left": "issue:63175", "right": "issue:66516", "accept": false, "reason": "Both mention timeouts, but one is Ollama request timeout and the other is an active-memory timeout blocker; too broad to merge as one issue." }, { "left": "issue:64925", "right": "issue:66682", "accept": false, "reason": "Both are Telegram-adjacent, but one is silent agent errors not surfacing and the other is command registration at startup; different code paths." }, { "left": "issue:66533", "right": "issue:67400", "accept": false, "reason": "Both mention sessions, but one is a WebChat UI session-selector bug and the other is inability to create persistent sub-agent sessions; different behavior and likely different subsystems." }, { "left": "issue:64306", "right": "issue:67251", "accept": false, "reason": "Both are CLI hangs, but one points to ensureCliPluginRegistryLoaded while the other is Windows exec/SIGKILL behavior; not clearly the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 342, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53564", "issue:53641", "issue:53648", "issue:53672", "issue:53956", "issue:63534", "issue:64174", "issue:64524", "issue:65079", "issue:65130", "issue:65192", "issue:65431", "issue:65455", "issue:65848", "issue:65967", "issue:66744", "issue:66752", "issue:66832" ], "soft_pairs": [ "issue:65431|issue:65967", "issue:53641|issue:66832", "issue:65079|issue:65455", "issue:53672|issue:64174", "issue:53564|issue:53956", "issue:65130|issue:66752", "issue:63534|issue:65192", "issue:64524|issue:66744", "issue:53648|issue:65848" ], "prepared_review_unit_hash": "c402fc12164745f3ad9c0d878412d4145f4bb6bf2a76e529711211e3cc55e65f", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13235, "estimated_input_tokens": 3309, "estimated_eval_tokens": 6874 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues span unrelated bugs across parsing, UI, auth, packaging, and logging. None of the soft-similarity pairs look like the same underlying defect closely enough to treat as duplicates or merge into one PR/issue.", "confidence": 0.92, "canonical_issue_reason": "Issue #66744 is the strongest representative: it has a precise failure signature, a concrete code path (/v1/chat/completions), and multiple inbound references, making it the clearest single bug report to anchor triage.", "canonical_pr_reason": null, "best_issue_reason": "Issue #66832 is especially strong as a standalone issue because it is specific, actionable, and security/privacy sensitive, with enough detail to drive a targeted fix.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65431", "right": "issue:65967", "accept": false, "reason": "Different bugs: image-tool capability handling vs TUI model display after fallback; separate symptoms and code paths." }, { "left": "issue:53641", "right": "issue:66832", "accept": false, "reason": "Attachment loss in message.send is unrelated to log redaction in logs.tail; no shared underlying defect." }, { "left": "issue:65079", "right": "issue:65455", "accept": false, "reason": "Security-vulnerability/package dependency complaint is unrelated to a control UI rendering issue." }, { "left": "issue:53672", "right": "issue:64174", "accept": false, "reason": "Control UI startup/port problem is unrelated to OAuth runtime 403 HTML failures; different components and causes." }, { "left": "issue:53564", "right": "issue:53956", "accept": false, "reason": "Both mention unrecognized tags, but they are different directive systems ([[tts]] vs /) and different parsing logic." }, { "left": "issue:65130", "right": "issue:66752", "accept": false, "reason": "Package replacement/update failure in container is not the same as ARM64 npm global install module resolution failure." }, { "left": "issue:63534", "right": "issue:65192", "accept": false, "reason": "UI layout abnormality is unrelated to accumulation of dream sessions; different problem domain entirely." }, { "left": "issue:64524", "right": "issue:66744", "accept": false, "reason": "Startup exit on expired Claude auth is a different failure mode from provider?.models?.some not a function in chat completions." }, { "left": "issue:53648", "right": "issue:65848", "accept": false, "reason": "Search box showing the gateway URL is unrelated to skill installation failing from a Python script." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 343, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53365", "issue:53537", "issue:53925", "issue:64397", "issue:64775", "issue:65281", "issue:65794", "issue:65949", "issue:66204", "issue:66288", "issue:66393", "issue:66744", "issue:66832", "issue:66859", "issue:67072", "issue:67168", "issue:67412" ], "soft_pairs": [ "issue:67072|issue:67412", "issue:65794|issue:66288", "issue:53273|issue:64397", "issue:65281|issue:66393", "issue:53537|issue:53925", "issue:66832|issue:67168", "issue:53365|issue:64775", "issue:65949|issue:66859", "issue:66204|issue:66744" ], "prepared_review_unit_hash": "aaa8e3344770387b6136da06246871d4629257c0d9a7a152aee605219f2379f4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13414, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft duplicate looks credible: two webchat message-rendering reports about sent messages disappearing or not staying visible. The rest are similar at a subsystem level but describe different bugs/code paths.", "confidence": 0.89, "canonical_issue_reason": "issue:67412 is the better canonical for the webchat sent-message visibility bug because it describes the broader symptom (message briefly disappears/stays hidden) and aligns with the duplicate report.", "canonical_pr_reason": null, "best_issue_reason": "issue:67412 is the best representative issue overall among the matched pair: it is the clearest, most general description of the underlying webchat rendering problem.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67072", "right": "issue:67412", "accept": true, "reason": "Both report the same webchat sent-message display bug: the user's message is not retained visibly after send, either appearing only after assistant response or briefly disappearing/reappearing." }, { "left": "issue:65794", "right": "issue:66288", "accept": false, "reason": "Both involve webchat images, but one is tool-call argument truncation and the other is pasted/uploaded images not reaching the agent; different failure modes." }, { "left": "issue:53273", "right": "issue:64397", "accept": false, "reason": "Both are plugin path/resolution problems, but they affect different plugins and different missing paths; not the same code-path bug." }, { "left": "issue:65281", "right": "issue:66393", "accept": false, "reason": "One is about image paste/send failing, the other about image viewing/rendering in webchat; related area but different bugs." }, { "left": "issue:53537", "right": "issue:53925", "accept": false, "reason": "Different model-specific failures with different symptoms: infinite thinking loop on model switch vs /btw failure on a specific model." }, { "left": "issue:66832", "right": "issue:67168", "accept": false, "reason": "One is a log redaction security issue; the other is a config application bug for log file location. Same area, different underlying problem." }, { "left": "issue:53365", "right": "issue:64775", "accept": false, "reason": "Different setup/auth failures for different integrations; no clear shared code-path or identical bug." }, { "left": "issue:65949", "right": "issue:66859", "accept": false, "reason": "Discord browser-capability detection and restart/transcript durability are unrelated features with different symptoms." }, { "left": "issue:66204", "right": "issue:66744", "accept": false, "reason": "BaseUrl routing for a provider and a provider.models type error in chat completions are distinct issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 344, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53365", "issue:53656", "issue:53785", "issue:53813", "issue:63079", "issue:64131", "issue:64202", "issue:64252", "issue:64528", "issue:65130", "issue:65192", "issue:65304", "issue:65455", "issue:65794", "issue:66786", "issue:67168", "issue:67256" ], "soft_pairs": [ "issue:64202|issue:65794", "issue:64528|issue:66786", "issue:53813|issue:65304", "issue:53365|issue:64252", "issue:65192|issue:65455", "issue:63079|issue:67168", "issue:53656|issue:67256", "issue:53785|issue:65130", "issue:64131|issue:65455" ], "prepared_review_unit_hash": "3469d39ab896981cbdfd0512e7a4d6b99c4df5088ad949a451db0c33239db294", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12970, "estimated_input_tokens": 3243, "estimated_eval_tokens": 6742 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are a mixed set of unrelated bug reports across UI layout, tool-call parameter handling, workspace isolation, packaging, and channel integrations. None of the suggested soft pairs look like the same underlying bug, so all should stay separate.", "confidence": 0.79, "canonical_issue_reason": "issue:67168 is the strongest representative issue here: it is concrete, well-scoped, and has the most external signal/inbound references. It is also easier to triage than the more vague UI-only reports.", "canonical_pr_reason": null, "best_issue_reason": "issue:67168 is the best single issue to anchor the cluster because its symptom is specific, its failure mode is clear, and it has the strongest evidence of user impact.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64202", "right": "issue:65794", "accept": false, "reason": "Both mention UI/visual problems, but one is a Dreams scene layout clipping issue and the other is tool-argument truncation in Web Chat; different code paths and failure modes." }, { "left": "issue:64528", "right": "issue:66786", "accept": false, "reason": "Both involve workspace-related behavior, but one is session-memory isolation and the other is system-prompt workspace-dir resolution; related area, not the same bug." }, { "left": "issue:53813", "right": "issue:65304", "accept": false, "reason": "Both are about missing tool parameters, but 53813 is a consecutive-call regression for exec while 65304 reports all tools failing on Windows 3.28; not the same concrete defect." }, { "left": "issue:53365", "right": "issue:64252", "accept": false, "reason": "Different products/symptoms: one is a Weixin login/tmp-dir error, the other is A2UI host unavailable." }, { "left": "issue:65192", "right": "issue:65455", "accept": false, "reason": "One is accumulation of too many dream sessions; the other is a Dream scene display problem in Control UI. Same broad area, but not the same underlying issue." }, { "left": "issue:63079", "right": "issue:67168", "accept": false, "reason": "One is Google Chat audience validation failure; the other is logging.file being ignored. No shared bug mechanism." }, { "left": "issue:53656", "right": "issue:67256", "accept": false, "reason": "Both are channel-message formatting issues, but they affect different integrations (Feishu vs WeCom) and different payload constraints." }, { "left": "issue:53785", "right": "issue:65130", "accept": false, "reason": "Different packaging/update problems: missing Linux binary in npm package versus container update/replacement failure." }, { "left": "issue:64131", "right": "issue:65455", "accept": false, "reason": "Both are Dreams/control UI display complaints, but the descriptions point to different symptoms and likely different code paths; too weak to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 345, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53544", "issue:53680", "issue:53824", "issue:53907", "issue:64296", "issue:64319", "issue:65191", "issue:65794", "issue:66242", "issue:66588", "issue:66611", "issue:66832", "issue:66866", "issue:67136", "issue:67168", "issue:67250", "issue:67355" ], "soft_pairs": [ "issue:53680|issue:53824", "issue:53544|issue:65191", "issue:53907|issue:64296", "issue:67136|issue:67168", "issue:66832|issue:67355", "issue:65794|issue:67250", "issue:66242|issue:66588", "issue:66242|issue:66611", "issue:64319|issue:66866" ], "prepared_review_unit_hash": "f200c241bf3d25345219b647cd8941acfdffbacb17b188931fff932d3bac01d7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12578, "estimated_input_tokens": 3145, "estimated_eval_tokens": 6546 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items do not form a duplicate cluster; they span unrelated bugs across WhatsApp, browser, logging, UI, and gateway/auth flows. All soft-edge pairs look like false positives under strict duplicate triage.", "confidence": 0.95, "canonical_issue_reason": "No single canonical issue fits the set because the titles describe multiple unrelated problems. If one issue must be chosen as the best representative, #67168 is the strongest candidate because it has the most inbound references and a concrete, broadly impactful config bug.", "canonical_pr_reason": null, "best_issue_reason": "#67168 is the best single issue to anchor on: it is concrete, reproducible, and has the most external signal (inbound references), unlike the more isolated or environment-specific reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53680", "right": "issue:53824", "accept": false, "reason": "Different failures: ACP agent misrouting on second message vs cron delivery returning Unknown Channel after gateway restart." }, { "left": "issue:53544", "right": "issue:65191", "accept": false, "reason": "Unrelated domains: WhatsApp channel visibility in Control UI vs plugin startup ordering/config load failure." }, { "left": "issue:53907", "right": "issue:64296", "accept": false, "reason": "Both mention WhatsApp, but one is an upgrade regression and the other is a Web connection ending before open; not the same bug path." }, { "left": "issue:67136", "right": "issue:67168", "accept": false, "reason": "Both involve file/logging behavior, but one is a write-tool false success and the other is logging.file config being ignored." }, { "left": "issue:66832", "right": "issue:67355", "accept": false, "reason": "Credential redaction in logs.tail is unrelated to a generic health check pending state." }, { "left": "issue:65794", "right": "issue:67250", "accept": false, "reason": "Different UI bugs: truncated tool-call arguments vs streaming text disappearing when tool-call display is hidden." }, { "left": "issue:66242", "right": "issue:66588", "accept": false, "reason": "Same browser subsystem, but different root causes and environments: SSRF policy on Android/Termux vs ARM launch fallback on Raspberry Pi." }, { "left": "issue:66242", "right": "issue:66611", "accept": false, "reason": "Different browser failure modes: SSRF policy blocking vs attachOnly/CDP connection failure." }, { "left": "issue:64319", "right": "issue:66866", "accept": false, "reason": "Unrelated issues: GitHub auth UI stuck waiting vs Discord gateway RESUME storms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 346, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53311", "issue:53648", "issue:53652", "issue:62875", "issue:63366", "issue:64070", "issue:64194", "issue:64910", "issue:65072", "issue:65130", "issue:65747", "issue:65790", "issue:66866", "issue:66879", "issue:66941", "issue:67168", "issue:67394" ], "soft_pairs": [ "issue:64194|issue:66941", "issue:64070|issue:66866", "issue:65747|issue:66941", "issue:53652|issue:65790", "issue:65072|issue:66879", "issue:53648|issue:64910", "issue:65130|issue:67168", "issue:53311|issue:62875", "issue:63366|issue:67394" ], "prepared_review_unit_hash": "a82b3244caf208c5eafbd06f183ef0244994395ffe9355c5220137f4487c0bed", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12735, "estimated_input_tokens": 3184, "estimated_eval_tokens": 6624 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items are mostly unrelated bug reports across different product areas (gateway, UI, WhatsApp, Telegram, logging, package management). None of the proposed soft pairs look like the same concrete underlying bug, so I would not merge any of them.", "confidence": 0.88, "canonical_issue_reason": "Issue #67168 is the strongest representative candidate because it has the highest inbound reference count and a clear, focused regression description with an actionable misconfiguration symptom (logging.file ignored and logs going to /tmp/openclaw/).", "canonical_pr_reason": null, "best_issue_reason": "Issue #67168 is the best single issue to keep as the representative bug report: it is specific, high-signal, and appears broadly impactful relative to the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64194", "right": "issue:66941", "accept": false, "reason": "Different failures: config state loss after restart versus a gateway startup/connection failure. Similar gateway wording, but not the same bug path." }, { "left": "issue:64070", "right": "issue:66866", "accept": false, "reason": "One is an ARM64 doctor/runtime dependency detection problem; the other is excessive Discord gateway RESUME behavior. Different subsystems and failure modes." }, { "left": "issue:65747", "right": "issue:66941", "accept": false, "reason": "DingTalk stream-mode connection failure is unrelated to a WeChat-access gateway process not starting." }, { "left": "issue:53652", "right": "issue:65790", "accept": false, "reason": "Both involve attachments, but one is WhatsApp HTML files as documents and the other is OpenClaw control UI image attachment. Different platforms and media types." }, { "left": "issue:65072", "right": "issue:66879", "accept": false, "reason": "Both mention images not reaching the agent, but one is Web UI upload and the other is Mac App send/paste handling. Too platform-specific to treat as the same concrete bug." }, { "left": "issue:53648", "right": "issue:64910", "accept": false, "reason": "Search box showing a gateway URL and agent output getting stuck are unrelated UI bugs." }, { "left": "issue:65130", "right": "issue:67168", "accept": false, "reason": "Container package update replacement failure is unrelated to logging.file being ignored." }, { "left": "issue:53311", "right": "issue:62875", "accept": false, "reason": "Gateway crash-loop when a plugin is configured but missing is not the same as a bundled Telegram plugin missing its src/ directory." }, { "left": "issue:63366", "right": "issue:67394", "accept": false, "reason": "Allowlist/pairing-code leakage to unknown senders is a policy/security bug, while this is a WhatsApp group auto-reply delivery failure." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 347, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53284", "issue:53643", "issue:53666", "issue:53873", "issue:63225", "issue:63863", "issue:64319", "issue:64385", "issue:64845", "issue:65322", "issue:65666", "issue:66048", "issue:66358", "issue:66533", "issue:66688", "issue:66786", "issue:67168", "issue:67291" ], "soft_pairs": [ "issue:53873|issue:63225", "issue:63863|issue:65322", "issue:53643|issue:53666", "issue:64319|issue:66048", "issue:64845|issue:66358", "issue:53284|issue:66533", "issue:66786|issue:67168", "issue:64385|issue:67291", "issue:65666|issue:66688" ], "prepared_review_unit_hash": "346fb96d13dfcda342faf1bfbfd8beed148a8a3d36401badeb7387651bf48ddd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13241, "estimated_input_tokens": 3311, "estimated_eval_tokens": 6878 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a grab bag of unrelated bug reports. The only plausible duplicate pair is the two chat.history/startup regressions; all other soft links are too broad or touch different code paths.", "confidence": 0.81, "canonical_issue_reason": "No single issue truly represents the whole set because the reports span unrelated subsystems. If one must be chosen, #67291 is the strongest standalone bug report: high discussion, clear failure mode, and concrete repro impact.", "canonical_pr_reason": null, "best_issue_reason": "#67291 is the best triage candidate overall because it has the clearest user-facing crash, the most engagement, and a specific actionable symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53873", "right": "issue:63225", "accept": false, "reason": "CVE request vs missing-module import error; unrelated problems and different failure classes." }, { "left": "issue:63863", "right": "issue:65322", "accept": true, "reason": "Both describe chat.history causing startup-time blocking/unavailability on clean startup; same underlying startup dependency bug is plausible." }, { "left": "issue:53643", "right": "issue:53666", "accept": false, "reason": "UI instability in a skills list vs a memory-index chunk-count regression; different features and code paths." }, { "left": "issue:64319", "right": "issue:66048", "accept": false, "reason": "GitHub auth waiting state vs config flattening/$include loss; both involve config-related behavior but not the same bug." }, { "left": "issue:64845", "right": "issue:66358", "accept": false, "reason": "Both are Dreaming-related, but one is a schema validation failure and the other is duplicate sessions after sweep; too different to merge." }, { "left": "issue:53284", "right": "issue:66533", "accept": false, "reason": "Both mention sessions/UI, but one is message persistence and the other is session selector naming/heartbeat behavior; not the same underlying issue." }, { "left": "issue:66786", "right": "issue:67168", "accept": false, "reason": "Two separate config values not being applied in different subsystems; too broad to treat as one bug." }, { "left": "issue:64385", "right": "issue:67291", "accept": false, "reason": "Config truncation/data loss is unrelated to onboarding trim() crash." }, { "left": "issue:65666", "right": "issue:66688", "accept": false, "reason": "Embed auth token failure and memory embedding provider resolution are unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 348, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53480", "issue:53556", "issue:53749", "issue:53786", "issue:53879", "issue:53925", "issue:63863", "issue:65314", "issue:65603", "issue:65666", "issue:65693", "issue:65810", "issue:66048", "issue:66288", "issue:66953", "issue:67114", "issue:67120", "issue:67422" ], "soft_pairs": [ "issue:53925|issue:65810", "issue:65314|issue:66048", "issue:53786|issue:67422", "issue:53556|issue:67120", "issue:53480|issue:65603", "issue:63863|issue:67114", "issue:65693|issue:66953", "issue:65666|issue:66288", "issue:53749|issue:53879" ], "prepared_review_unit_hash": "027665bf7c5182f7296bb4ebce3fc92d10016705de7722a24ea22b51ff9d3959", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13509, "estimated_input_tokens": 3378, "estimated_eval_tokens": 7012 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster does not appear to contain duplicates: the issues span unrelated bugs in different subsystems (model requests, session routing, webchat, Feishu, gateway, embed, etc.). All soft-edge pairs should be rejected.", "confidence": 0.95, "canonical_issue_reason": "No true canonical issue: the items are a loose similarity cluster rather than the same underlying bug.", "canonical_pr_reason": null, "best_issue_reason": "If one standalone issue must represent the set, #65603 is the strongest signal: it has a focused failure mode, explicit provider/tool-payload rejection, and higher discussion/inbound activity than most others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53925", "right": "issue:65810", "accept": false, "reason": "Different failures: one is a /btw model-specific chat issue, the other is fallback behavior on connection errors. Same broad LLM area, but not the same bug." }, { "left": "issue:65314", "right": "issue:66048", "accept": false, "reason": "One is Ollama timeouts in agent mode; the other is config flattening and $include being ignored on gateway restart. Unrelated code paths." }, { "left": "issue:53786", "right": "issue:67422", "accept": false, "reason": "Both mention real-time behavior, but one is dashboard/Feishu status desync and the other is webchat streaming in new sessions. Different surfaces and symptoms." }, { "left": "issue:53556", "right": "issue:67120", "accept": false, "reason": "A generic backward-compatibility feature request is not the same as a Feishu voice transcription bug." }, { "left": "issue:53480", "right": "issue:65603", "accept": false, "reason": "Both touch LLM/tooling, but one is a Discord reset regression for Codex thinkingLevel and the other is Azure Foundry schema rejection. Different providers and failure modes." }, { "left": "issue:63863", "right": "issue:67114", "accept": false, "reason": "Both involve hangs, but one is sidecar startup blocked by chat.history and the other is Windows status/health stalling after restart. Not the same underlying bug." }, { "left": "issue:65693", "right": "issue:66953", "accept": false, "reason": "Both involve session context, but one is missing threadId in heartbeat isolation and the other writes transcripts to the wrong agent session. Similar theme, not clearly one bug." }, { "left": "issue:65666", "right": "issue:66288", "accept": false, "reason": "Embed auth-token 401s and webchat image disappearance are unrelated issues." }, { "left": "issue:53749", "right": "issue:53879", "accept": false, "reason": "Schema validation for required buttons and Telegram media upload channel availability are different message-tool problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 349, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53579", "issue:53783", "issue:53876", "issue:62505", "issue:62967", "issue:63366", "issue:63999", "issue:64296", "issue:64633", "issue:65236", "issue:65848", "issue:65867", "issue:66579", "issue:66614", "issue:67378", "issue:67394", "issue:67422", "issue:67469" ], "soft_pairs": [ "issue:64296|issue:66579", "issue:63999|issue:66614", "issue:65867|issue:67469", "issue:63366|issue:67378", "issue:64633|issue:65848", "issue:67394|issue:67422", "issue:62967|issue:65236", "issue:53783|issue:53876", "issue:53579|issue:62505" ], "prepared_review_unit_hash": "36513f1ff31872b122f7fad0ff7a31f979bd2ff0a14aac7ab9683ffdc697ba83", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13371, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the issues span unrelated WhatsApp, Telegram, webchat, model-output, and coding-agent bugs. None of the soft-edge pairs look like the same concrete bug/change, so I would not merge any of them as duplicates.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "If one issue must anchor the set, #62505 is the broadest and most discussed, but it still does not meaningfully unify the other reports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64296", "right": "issue:66579", "accept": false, "reason": "Both are WhatsApp-related, but one is a connection lifecycle failure and the other is auto-reply hook bypass during send; different code paths and symptoms." }, { "left": "issue:63999", "right": "issue:66614", "accept": false, "reason": "Raw tool-call XML leakage and markdown table splitting are both output-formatting issues, but they affect different rendering/streaming paths and are not the same bug." }, { "left": "issue:65867", "right": "issue:67469", "accept": false, "reason": "Gemini tag leakage is a message-content sanitation issue; persistence to transcripts/history is a storage/state issue." }, { "left": "issue:63366", "right": "issue:67378", "accept": false, "reason": "Both involve WhatsApp delivery, but one is a privacy/allowlist regression and the other is LID\u2192PN resolution creating ghost chats; not the same failure mode." }, { "left": "issue:64633", "right": "issue:65848", "accept": false, "reason": "Short gibberish output is a style/prompting problem, while skill installation failing from Python is an installer/tooling problem." }, { "left": "issue:67394", "right": "issue:67422", "accept": false, "reason": "WhatsApp group auto-reply not delivering and webchat new-session streaming not updating are different transports and different delivery paths." }, { "left": "issue:62967", "right": "issue:65236", "accept": false, "reason": "One is a model-request parameter compatibility error, the other is a provider endpoint regression; they are not the same concrete API bug." }, { "left": "issue:53783", "right": "issue:53876", "accept": false, "reason": "Telegram cross-agent session visibility and Telegram channel configuration after upgrade are distinct issues affecting different subsystems." }, { "left": "issue:53579", "right": "issue:62505", "accept": false, "reason": "Both mention agents, but one is about OpenClaw infrastructure usage and the other about coding-agent completion; too broad and not the same code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 350, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53739", "issue:53783", "issue:53849", "issue:62535", "issue:62920", "issue:63175", "issue:63190", "issue:64707", "issue:65119", "issue:65500", "issue:65524", "issue:65676", "issue:65747", "issue:66048", "issue:66500", "issue:66573", "issue:67408" ], "soft_pairs": [ "issue:63175|issue:65119", "issue:63190|issue:66500", "issue:65524|issue:66048", "issue:53783|issue:66573", "issue:53849|issue:65676", "issue:65500|issue:66500", "issue:53739|issue:64707", "issue:62535|issue:62920", "issue:65747|issue:67408" ], "prepared_review_unit_hash": "058e1994adffe8b7879441598b8254d2280af76e550950c45e7453a354f5a68a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12616, "estimated_input_tokens": 3154, "estimated_eval_tokens": 6564 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous rather than duplicate-heavy: it mixes unrelated bugs across Feishu, Telegram, Ollama, Dreaming/config, DingTalk, OpenRouter, and session/model-management paths. None of the soft pairs look like the same underlying defect, so I would not collapse them into one canonical item.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue is a safe canonical because the cluster spans unrelated subsystems and failure modes; any one pick would risk over-merging distinct bugs.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63175", "right": "issue:65119", "accept": false, "reason": "Both mention Ollama, but one is a 60s timeout problem and the other is model detection breaking; different code paths and symptoms." }, { "left": "issue:63190", "right": "issue:66500", "accept": false, "reason": "Telegram ASR pipeline delivery failure vs Feishu filename mojibake when saving media; unrelated channels and bugs." }, { "left": "issue:65524", "right": "issue:66048", "accept": false, "reason": "Deleted-session access control issue vs gateway restart flattening config/$include; different mechanisms and impact." }, { "left": "issue:53783", "right": "issue:66573", "accept": false, "reason": "Both are Telegram-related, but one is cross-agent session visibility and the other is chat.history pagination/limit handling; not the same bug." }, { "left": "issue:53849", "right": "issue:65676", "accept": false, "reason": "No clear overlap: an empty/unspecified bug report versus a model-fallback loop during live session switching." }, { "left": "issue:65500", "right": "issue:66500", "accept": false, "reason": "Custom models missing from /models is a model listing issue; Chinese filename garbling is media encoding on Feishu. Distinct defects." }, { "left": "issue:53739", "right": "issue:64707", "accept": false, "reason": "Both are Feishu, but one is message non-response after plugin upgrade and the other is default-account creation on restart; different failure modes." }, { "left": "issue:62535", "right": "issue:62920", "accept": false, "reason": "Config schema rejecting timezone is separate from dreaming cron not being created after startup/config changes." }, { "left": "issue:65747", "right": "issue:67408", "accept": false, "reason": "Different integrations (DingTalk vs OpenRouter) and different stream/parser failures; too broad to treat as one bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 351, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53786", "issue:53881", "issue:63819", "issue:64026", "issue:64385", "issue:64583", "issue:64633", "issue:64698", "issue:64991", "issue:65165", "issue:65529", "issue:65867", "issue:66017", "issue:66356", "issue:66573", "issue:66981", "issue:67019", "issue:67286" ], "soft_pairs": [ "issue:53881|issue:66981", "issue:63819|issue:64026", "issue:64583|issue:67286", "issue:64633|issue:67019", "issue:64991|issue:65867", "issue:64385|issue:65529", "issue:53786|issue:66573", "issue:65165|issue:66017", "issue:64698|issue:66356" ], "prepared_review_unit_hash": "be4b0384364c4edf4ac2bdded47e58ab5cd3e1a7f3a2f386cee961397a8d58e7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13252, "estimated_input_tokens": 3313, "estimated_eval_tokens": 6882 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft pairs are only loosely related by topic and do not appear to describe the same underlying bug, so none should be merged. The strongest standalone issue is the chat.history limit mismatch because it is concrete, reproducible, and clearly actionable.", "confidence": 0.84, "canonical_issue_reason": "issue:66573 is the clearest triage target: a specific limit mismatch (2000 vs server max 1000), explicit failure mode, and broad evidence of impact.", "canonical_pr_reason": null, "best_issue_reason": "issue:66573 is the best overall issue candidate because it is narrowly scoped, reproducible, and likely to map to a single fix.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53881", "right": "issue:66981", "accept": false, "reason": "UI layout/scroll-height bug vs browser timeout/gateway restart failure; different symptoms and code paths." }, { "left": "issue:63819", "right": "issue:64026", "accept": false, "reason": "Session status stuck-running bug vs llama.cpp/gemma4 400-no-body error; unrelated components and failure modes." }, { "left": "issue:64583", "right": "issue:67286", "accept": false, "reason": "Gateway restart pairing-required failure vs isolated cron exec-blocked delivery failure; not the same bug." }, { "left": "issue:64633", "right": "issue:67019", "accept": false, "reason": "Both mention gibberish output, but one is prompt-following/speaking style and the other is model output corruption; too broad to unify." }, { "left": "issue:64991", "right": "issue:65867", "accept": false, "reason": "Gemini OAuth communication failure vs leaked tags in delivered messages; authentication/connectivity vs output sanitization." }, { "left": "issue:64385", "right": "issue:65529", "accept": false, "reason": "Random config truncation with key loss vs missing Edge TTS provider registration; different subsystems and root causes." }, { "left": "issue:53786", "right": "issue:66573", "accept": false, "reason": "Status desync between dashboard and Feishu bot vs chat.history limit exceeding server max; both messaging-related but not the same defect." }, { "left": "issue:65165", "right": "issue:66017", "accept": false, "reason": "Image upload rejected due to unsupported image input vs custom provider not recognized by image tool; adjacent area but distinct bugs." }, { "left": "issue:64698", "right": "issue:66356", "accept": false, "reason": "Telegram mention-handling bug vs Discord setup wizard token-input gating; different integrations and unrelated code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 352, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53579", "issue:53610", "issue:54076", "issue:64026", "issue:64319", "issue:64633", "issue:64743", "issue:64836", "issue:65052", "issue:65472", "issue:65665", "issue:66142", "issue:66728", "issue:66806", "issue:66866", "issue:66946", "issue:67487" ], "soft_pairs": [ "issue:64836|issue:66806", "issue:53610|issue:66946", "issue:66946|issue:67487", "issue:64026|issue:64743", "issue:65052|issue:65665", "issue:66728|issue:66866", "issue:65472|issue:66142", "issue:54076|issue:64319", "issue:53579|issue:64633" ], "prepared_review_unit_hash": "846534242f0852ecc5e279cdeabbe0670811b0185b7f15ba7b7e20135cef7226", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12597, "estimated_input_tokens": 3150, "estimated_eval_tokens": 6556 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are a loose grab bag of unrelated bugs across auth, UI routing, vision/image handling, onboarding, cron, and model behavior. None of the soft pairs look like the same underlying defect, so I would not merge any of them as duplicates.", "confidence": 0.84, "canonical_issue_reason": "Issue 53610 is the most concrete and actionable report: it names a specific endpoint, a precise 404 symptom, and a likely single code path.", "canonical_pr_reason": null, "best_issue_reason": "53610 is the clearest standalone bug report in the set and the easiest to triage or reproduce.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64836", "right": "issue:66806", "accept": false, "reason": "Both mention auth/config, but one is about config loss after npm upgrade and the other is a provider-selection/API-key validation issue; different failure modes and fixes." }, { "left": "issue:53610", "right": "issue:66946", "accept": false, "reason": "Both involve 404s in UI-related paths, but one is an avatar endpoint serving workspace-relative files and the other is a Control UI route duplication/chat failure; different endpoints and bugs." }, { "left": "issue:66946", "right": "issue:67487", "accept": false, "reason": "Same broad Control UI area, but one is a duplicate-path 404 preventing chat usage while the other is an image upload not appearing in the chat box; not the same defect." }, { "left": "issue:64026", "right": "issue:64743", "accept": false, "reason": "Different model/runtime problems: one reports gemma4/llama.cpp returning 400 with no body, the other says MoE models cause adoption of other models." }, { "left": "issue:65052", "right": "issue:65665", "accept": false, "reason": "Both are vision/image-related, but one is a Codex-native tool exposure stall and the other is stale image data despite unique file paths; distinct code paths." }, { "left": "issue:66728", "right": "issue:66866", "accept": false, "reason": "Onboarding crash on 'Skip for now' is unrelated to excessive Discord Gateway RESUMEs; different subsystems and root causes." }, { "left": "issue:65472", "right": "issue:66142", "accept": false, "reason": "Session-corpus generation across multiple days and isolated cron sessions not executing exec calls are both scheduling/memory themed, but they describe different missing behaviors." }, { "left": "issue:54076", "right": "issue:64319", "accept": false, "reason": "One is an OAuth login redirect loop after account deletion; the other is a models auth UI stuck waiting for GitHub authorization. Same auth domain, different user flows." }, { "left": "issue:53579", "right": "issue:64633", "accept": false, "reason": "Agent forgetting infrastructure usage and gibberish speech despite MD instructions are both instruction-following issues, but they affect different behaviors and likely different prompts/components." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 353, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53544", "issue:53935", "issue:62623", "issue:63026", "issue:64194", "issue:64385", "issue:65362", "issue:65494", "issue:65747", "issue:65768", "issue:65867", "issue:66177", "issue:66597", "issue:66639", "issue:67092", "issue:67158", "issue:67192", "issue:67487" ], "soft_pairs": [ "issue:53935|issue:65362", "issue:62623|issue:64385", "issue:53544|issue:65494", "issue:66177|issue:66597", "issue:53935|issue:67158", "issue:65747|issue:67192", "issue:64194|issue:64385", "issue:65768|issue:66639", "issue:65867|issue:67092", "issue:63026|issue:67487" ], "prepared_review_unit_hash": "82a81bdef32ec9c550e046e4d73f388b37e2c2588f73d6801d1bedd713ebb8d6", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13498, "estimated_input_tokens": 3375, "estimated_eval_tokens": 7006 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most pairs are related only by broad subsystem or similar wording, not the same underlying bug. The only strong duplicate is the webchat/control-UI message flicker/disappear/reappear regression pair.", "confidence": 0.82, "canonical_issue_reason": "issue:66597 is the clearest active representative of the accepted duplicate pair: it is open, specific, and directly states the user-visible webchat flicker symptom.", "canonical_pr_reason": null, "best_issue_reason": "issue:66597 is the best overall issue candidate because it is the most current and specific report for the shared UI flicker bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53935", "right": "issue:65362", "accept": false, "reason": "Unrelated bugs: one is a missing WhatsApp channel in Control UI status lists, the other is Ollama local models not being found." }, { "left": "issue:62623", "right": "issue:64385", "accept": false, "reason": "Different failure modes and components: Slack DM attachments not downloading vs config file truncation/loss." }, { "left": "issue:53544", "right": "issue:65494", "accept": false, "reason": "Different channels and symptoms: WhatsApp channel not shown in status list vs iMessage ReferenceError about accountInfo." }, { "left": "issue:66177", "right": "issue:66597", "accept": true, "reason": "Same user-facing webchat/control-UI bug: sent message flickers/disappears/reappears after sending, matching the same regression." }, { "left": "issue:53935", "right": "issue:67158", "accept": false, "reason": "No concrete overlap beyond being bugs; one is an empty-titled issue and the other is OAuth rejection for specific OpenAI Codex models." }, { "left": "issue:65747", "right": "issue:67192", "accept": false, "reason": "Both mention stream-related failures, but the affected providers and concrete code paths differ: DingTalk stream access vs Mistral reasoning stream wrapper crash." }, { "left": "issue:64194", "right": "issue:64385", "accept": false, "reason": "Both involve config problems, but one is channel config lost after restart/upgrade and the other is random config truncation; not clearly the same bug." }, { "left": "issue:65768", "right": "issue:66639", "accept": false, "reason": "Different features: Minimax OAuth token not used in web_search vs image tool lacking Minimax as an image backend." }, { "left": "issue:65867", "right": "issue:67092", "accept": false, "reason": "Both concern reasoning-tag handling, but they describe different malformed-tag cases and different leakage behavior; too broad to treat as the same bug." }, { "left": "issue:63026", "right": "issue:67487", "accept": false, "reason": "Both are Control UI upload issues, but one routes uploads to the heartbeat channel and the other fails to show the uploaded image in chat." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 354, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53628", "issue:53753", "issue:63175", "issue:63366", "issue:64111", "issue:64250", "issue:64274", "issue:64293", "issue:64743", "issue:64839", "issue:65165", "issue:65500", "issue:65603", "issue:65747", "issue:66017", "issue:66153", "issue:67422", "issue:67494" ], "soft_pairs": [ "issue:53628|issue:64293", "issue:64839|issue:66017", "issue:64743|issue:65165", "issue:65747|issue:67422", "issue:63175|issue:64111", "issue:65500|issue:65603", "issue:53753|issue:67494", "issue:64250|issue:64274", "issue:63366|issue:66153" ], "prepared_review_unit_hash": "212fc97bf60b7d59d4255f4aee9cce9dcddb50cc743f0c285555e4bda39b6dae", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13433, "estimated_input_tokens": 3359, "estimated_eval_tokens": 6974 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues are mostly unrelated bugs across different subsystems. None of the soft pairs look like the same underlying defect, so I would not merge any of them as duplicates. The strongest standalone issue is the heartbeat/config bug because it is specific and has clear impact.", "confidence": 0.88, "canonical_issue_reason": "Issue 64293 is the most concrete, well-scoped bug report in the set, with a clear misconfiguration symptom and high user impact; the other items are too heterogeneous to serve as one shared canonical bug.", "canonical_pr_reason": null, "best_issue_reason": "64293 has the clearest reproduction/impact signal and is the best anchor if one issue must be chosen, though it does not represent the rest of the cluster.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53628", "right": "issue:64293", "accept": false, "reason": "Different bugs and code paths: skill installation config resolution vs heartbeat scheduling/config handling." }, { "left": "issue:64839", "right": "issue:66017", "accept": false, "reason": "Both mention image tooling and providers, but one is a specific Ollama/bailian upgrade regression with blocked media URLs; the other is a custom-provider recognition issue. Not the same concrete bug." }, { "left": "issue:64743", "right": "issue:65165", "accept": false, "reason": "MoE model mis-selection is unrelated to image-upload rejection for a text/image-capable model." }, { "left": "issue:65747", "right": "issue:67422", "accept": false, "reason": "Both involve streaming, but one is a DingTalk stream-mode access failure and the other is webchat messages not rendering in real time; too different to be the same defect." }, { "left": "issue:63175", "right": "issue:64111", "accept": false, "reason": "Timeouts on slow Ollama requests are separate from vision models being unavailable via the image tool." }, { "left": "issue:65500", "right": "issue:65603", "accept": false, "reason": "Model listing visibility in UI is not the same as provider schema/tool-payload rejection on requests." }, { "left": "issue:53753", "right": "issue:67494", "accept": false, "reason": "Both are model-selector/UI bugs, but one is an ID-composition error when switching models and the other is the chat-panel selector failing except for primary model; likely distinct root causes." }, { "left": "issue:64250", "right": "issue:64274", "accept": false, "reason": "Conversation context-limit behavior and MiniMax auth-profile resolution are unrelated." }, { "left": "issue:63366", "right": "issue:66153", "accept": false, "reason": "WhatsApp allowlist/pairing-code leakage and Meta AI self-mode interference are different WhatsApp flows with different symptoms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 355, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53397", "issue:53783", "issue:63175", "issue:63441", "issue:63736", "issue:65294", "issue:66177", "issue:66381", "issue:66582", "issue:66598", "issue:66728", "issue:66784", "issue:66848", "issue:66937", "issue:67072", "issue:67088", "issue:67487" ], "soft_pairs": [ "issue:63736|issue:66582", "issue:66177|issue:66598", "issue:53397|issue:66784", "issue:66848|issue:66937", "issue:66381|issue:67072", "issue:63175|issue:63441", "issue:53783|issue:65294", "issue:66728|issue:66937", "issue:67088|issue:67487" ], "prepared_review_unit_hash": "89480d2f85edd59692f19e60922fa1b34a630f855828952bfab6603e2707ffc9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12592, "estimated_input_tokens": 3148, "estimated_eval_tokens": 6552 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a loose collection of unrelated bug reports, with one clear duplicate cluster around webchat messages flickering/disappearing after send. Most other soft pairs look like adjacent symptoms or separate bugs, not the same underlying issue.", "confidence": 0.77, "canonical_issue_reason": "issue:66381 is the clearest representative of the webchat flicker/disappearing-after-send bug: it states the symptom directly and broadly enough to cover the other similar reports.", "canonical_pr_reason": null, "best_issue_reason": "issue:66381 is the most actionable and descriptive issue in the set for the shared webchat-message-visibility bug, making it the best canonical issue candidate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63736", "right": "issue:66582", "accept": false, "reason": "Both are vague, but they do not describe the same concrete failure mode; one is generic slowness/hang, the other is an active-memory issue." }, { "left": "issue:66177", "right": "issue:66598", "accept": true, "reason": "Both describe the same webchat symptom: a sent message briefly disappears/flickers and then reappears." }, { "left": "issue:53397", "right": "issue:66784", "accept": false, "reason": "Both involve config validation, but they target different configs and different code paths: tools.web.fetch.maxResponseBytes vs models.providers/plugin schema merging." }, { "left": "issue:66848", "right": "issue:66937", "accept": false, "reason": "The overlap is only around provider config/input handling; the titles do not show the same underlying bug with enough certainty." }, { "left": "issue:66381", "right": "issue:67072", "accept": true, "reason": "These are the same user-facing webchat bug: the message is not visible immediately after send and only reappears once the assistant response arrives." }, { "left": "issue:63175", "right": "issue:63441", "accept": false, "reason": "One is a 60-second Ollama timeout, the other is multiple Ollama providers not working; related area, but not the same concrete defect." }, { "left": "issue:53783", "right": "issue:65294", "accept": false, "reason": "Both mention cross-agent/isolated-agent visibility, but they involve different capabilities and different failure modes." }, { "left": "issue:66728", "right": "issue:66937", "accept": false, "reason": "Onboarding crash during channel selection is unrelated to the LMStudio API-key issue." }, { "left": "issue:67088", "right": "issue:67487", "accept": false, "reason": "Mac SSH environment false GUI detection is unrelated to Control UI image-upload visibility." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 356, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53485", "issue:53769", "issue:53849", "issue:53853", "issue:53956", "issue:63124", "issue:64003", "issue:64131", "issue:65304", "issue:65705", "issue:66017", "issue:66202", "issue:66677", "issue:66682", "issue:66937", "issue:66981", "issue:67250" ], "soft_pairs": [ "issue:53769|issue:66682", "issue:63124|issue:65304", "issue:53485|issue:66981", "issue:53956|issue:67250", "issue:66017|issue:66202", "issue:64003|issue:65705", "issue:53849|issue:53853", "issue:66677|issue:66937", "issue:53485|issue:64131" ], "prepared_review_unit_hash": "f8aa427f70ed2aec5c89ef1f8a3a2df8a25c754554b3d1ff59acfc8ff0e74261", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12717, "estimated_input_tokens": 3180, "estimated_eval_tokens": 6616 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issue reports are mostly unrelated bugs across different features; none of the soft pairs look like true duplicates or mergeable into one fix.", "confidence": 0.91, "canonical_issue_reason": "No single canonical issue stands out because the set splits into several distinct bugs (Slack/Telegram delivery, CLI/tool failures, UI regressions, provider availability, dreaming logic).", "canonical_pr_reason": null, "best_issue_reason": "Issue 66682 is the clearest and most concrete report, but it is still only one of several unrelated bugs rather than a true cluster representative.", "best_pr_reason": "No PRs were provided in this cluster.", "soft_edge_verdicts": [ { "left": "issue:53769", "right": "issue:66682", "accept": false, "reason": "Both involve messaging features, but one is Slack cron delivery failing and the other is Telegram command registration; different code paths and failures." }, { "left": "issue:63124", "right": "issue:65304", "accept": false, "reason": "SIGKILL on openclaw CLI subcommands and Windows 'Missing required parameter' tool failures are different symptoms with different likely causes." }, { "left": "issue:53485", "right": "issue:66981", "accept": false, "reason": "Lost web chat history after update is not the same as browser timeout/gateway restart failures; they affect different layers." }, { "left": "issue:53956", "right": "issue:67250", "accept": false, "reason": "MiniMax tag parsing/leaked thinking is a model-output formatting bug, while hidden tool-call text disappearing is a UI rendering regression." }, { "left": "issue:66017", "right": "issue:66202", "accept": false, "reason": "Custom image provider recognition and Ollama models becoming unavailable after upgrade are different provider/model-loading issues." }, { "left": "issue:64003", "right": "issue:65705", "accept": false, "reason": "Missing idempotencyKey causing REM dreaming to fail is a data/schema problem; re-triggering every heartbeat is a scheduler/cron bug." }, { "left": "issue:53849", "right": "issue:53853", "accept": false, "reason": "A blank bug report and an Ubuntu chat 401 incorrect API key report are not the same underlying issue." }, { "left": "issue:66677", "right": "issue:66937", "accept": false, "reason": "QuickStart channel selection and lmstudio API-key skipping are both setup-related, but they concern different flows and failure modes." }, { "left": "issue:53485", "right": "issue:64131", "accept": false, "reason": "Web chat records disappearing after update and dreaming page display abnormalities are separate UI regressions on different screens." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 357, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53235", "issue:53295", "issue:53430", "issue:53485", "issue:53512", "issue:53849", "issue:53959", "issue:63641", "issue:64202", "issue:64775", "issue:66203", "issue:66288", "issue:66381", "issue:66937", "issue:66946", "issue:67454", "issue:67562" ], "soft_pairs": [ "issue:64202|issue:66288", "issue:66946|issue:67454", "issue:53430|issue:64775", "issue:53485|issue:53959", "issue:63641|issue:66937", "issue:53295|issue:67562", "issue:53512|issue:53849", "issue:53235|issue:66381", "issue:53849|issue:66203" ], "prepared_review_unit_hash": "52165540e3324cd3fa4b1c4c080c981db6b5a2038e5e714666a266b05ffbb0da", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12504, "estimated_input_tokens": 3126, "estimated_eval_tokens": 6508 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is a loose mix of unrelated bug reports with a few superficial title-level similarities, but no soft pair looks like the same concrete underlying issue. The closest match is the webchat disappearance reports, yet even there the symptoms differ enough to keep them separate.", "confidence": 0.88, "canonical_issue_reason": "Issue 66381 is the clearest and most concrete representative of the only mildly related webchat-message-disappearance subgroup; the rest of the items are broader or unrelated bugs.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66381 is the strongest standalone issue in this set: it has a specific symptom, a clear product area, and enough detail to serve as the best representative if one issue must be chosen.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64202", "right": "issue:66288", "accept": false, "reason": "Different bugs in the same general UI surface: one is CSS clipping/overlap in Control UI, the other is webchat image content disappearing after agent reply." }, { "left": "issue:66946", "right": "issue:67454", "accept": false, "reason": "One is a Control UI routing/404 problem; the other is OpenRouter returning empty assistant payloads. Different failure modes and code paths." }, { "left": "issue:53430", "right": "issue:64775", "accept": false, "reason": "Styling regressions in a release are unrelated to an oauth setup failure for openclaw/codex." }, { "left": "issue:53485", "right": "issue:53959", "accept": false, "reason": "Both mention post-update problems, but one is web chat history loss and the other is tool execution failing; not the same bug." }, { "left": "issue:63641", "right": "issue:66937", "accept": false, "reason": "open-prose command resolution and LM Studio API-key behavior are different integration issues." }, { "left": "issue:53295", "right": "issue:67562", "accept": false, "reason": "Both involve Feishu, but one is a text-only send/card parameter bug while the other is a hardcoded target issue in memory-core; different concrete causes." }, { "left": "issue:53512", "right": "issue:53849", "accept": false, "reason": "No evidence that the generic/empty-titled report 53849 describes the same context-saturation agent-switch bug." }, { "left": "issue:53235", "right": "issue:66381", "accept": false, "reason": "Both are webchat message-disappearance reports, but one is about agent responses not rendering while the other is a user message briefly disappearing and then reappearing; the symptoms and timing differ." }, { "left": "issue:53849", "right": "issue:66203", "accept": false, "reason": "The empty-titled issue lacks enough signal to tie it to the cron-tool model-ID corruption report." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 358, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53485", "issue:53672", "issue:53709", "issue:53824", "issue:53849", "issue:53881", "issue:54076", "issue:63609", "issue:64202", "issue:64308", "issue:64687", "issue:64775", "issue:65225", "issue:65316", "issue:65514", "issue:66641", "issue:66945", "issue:67136" ], "soft_pairs": [ "issue:53824|issue:65225", "issue:53672|issue:64687", "issue:53709|issue:54076", "issue:53849|issue:65514", "issue:53672|issue:63609", "issue:53824|issue:64308", "issue:53881|issue:64202", "issue:53485|issue:64775", "issue:66641|issue:66945", "issue:65316|issue:67136" ], "prepared_review_unit_hash": "86446341d801b32ddfbc72fa0e2d64eab1dc71a6e87ea30bbb8d6a9d5101a1a2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13372, "estimated_input_tokens": 3343, "estimated_eval_tokens": 6942 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a grab bag of unrelated bug reports. The only clear duplicate pair is the two \"trim\" TypeError reports (66641 and 66945); the rest share broad subsystem keywords at most, not the same underlying bug.", "confidence": 0.87, "canonical_issue_reason": "issue:66945 is the most generic report of the shared TypeError('undefined' reading 'trim') failure, and its title matches the broader error signature seen in the duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "issue:66945 is the best global issue anchor because it has the broadest title, the most inbound references, and likely serves as the catch-all duplicate target for the trim error.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53824", "right": "issue:65225", "accept": false, "reason": "Both mention cron isolated execution, but one is an Unknown Channel after restart and the other is a task stuck running; related area, different failure mode." }, { "left": "issue:53672", "right": "issue:64687", "accept": false, "reason": "Different products and symptoms: Control UI port failure vs OAuth problems for openai-codex." }, { "left": "issue:53709", "right": "issue:54076", "accept": false, "reason": "Both are auth-related, but one is invalid GH_TOKEN in subprocesses and the other is an OAuth redirect/login loop; not the same bug path." }, { "left": "issue:53849", "right": "issue:65514", "accept": false, "reason": "No concrete overlap beyond being bug reports; the blank-title issue provides no evidence of the MiniMax tokenBudget/compaction problem." }, { "left": "issue:53672", "right": "issue:63609", "accept": false, "reason": "Control UI port-specific failure and CLI SIGKILL hangs are different issues with no shared error path." }, { "left": "issue:53824", "right": "issue:64308", "accept": false, "reason": "Cron delivery after restart and claude-cli billing misclassification are unrelated." }, { "left": "issue:53881", "right": "issue:64202", "accept": false, "reason": "Both are Control UI layout/UI issues, but they affect different screens and symptoms; not clearly the same underlying defect." }, { "left": "issue:53485", "right": "issue:64775", "accept": false, "reason": "Web chat history loss after update is unrelated to codex OAuth setup failures." }, { "left": "issue:66641", "right": "issue:66945", "accept": true, "reason": "Both report the same TypeError reading 'trim'; 66641 is a specific repro of the same crash that 66945 reports more generally." }, { "left": "issue:65316", "right": "issue:67136", "accept": false, "reason": "Both involve write tools, but one is unsafe exposure of write-capable tools and the other is a false-success/no-file-created write operation; different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 359, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53397", "issue:53485", "issue:53783", "issue:53935", "issue:63175", "issue:63366", "issue:63736", "issue:64352", "issue:64534", "issue:64707", "issue:65790", "issue:66507", "issue:66677", "issue:66682", "issue:66942", "issue:66945", "issue:67051", "issue:67301" ], "soft_pairs": [ "issue:64707|issue:67301", "issue:66942|issue:66945", "issue:53397|issue:67051", "issue:63366|issue:64352", "issue:64534|issue:66682", "issue:53485|issue:66677", "issue:53783|issue:53935", "issue:65790|issue:66507", "issue:63175|issue:63736" ], "prepared_review_unit_hash": "c6379a6d29e54b07088ce90f679db041c0401f7a111353eca4b98b3529a2fa22", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13088, "estimated_input_tokens": 3272, "estimated_eval_tokens": 6800 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair is a clear duplicate: the two identical \"TypeError: Cannot read properties of undefined (reading 'trim')\" issues. The other proposed pairs share broad areas or generic wording, but they do not appear to describe the same concrete bug/change.", "confidence": 0.9, "canonical_issue_reason": "issue:66945 is the cleanest canonical issue for the duplicate trim error pair: same title as issue:66942, slightly higher activity/inbound references, and it is the better representative record.", "canonical_pr_reason": null, "best_issue_reason": "issue:66945 is the best global issue candidate because it is a clearly described, exact-duplicate error report with more discussion/inbound activity than its twin.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64707", "right": "issue:67301", "accept": false, "reason": "Both mention gateway restart, but one is about Feishu account auto-creation and the other about session LABEL reset; different bugs." }, { "left": "issue:66942", "right": "issue:66945", "accept": true, "reason": "Exact same error title and evidently the same undefined-trim bug." }, { "left": "issue:53397", "right": "issue:67051", "accept": false, "reason": "Both are config-validation related, but they target different settings and failure modes; not the same underlying bug." }, { "left": "issue:63366", "right": "issue:64352", "accept": false, "reason": "Different WhatsApp problems: allowlist/pairing-code leakage vs media send regression." }, { "left": "issue:64534", "right": "issue:66682", "accept": false, "reason": "Unrelated subsystems and symptoms; provider API defaulting is not the same as Telegram command registration." }, { "left": "issue:53485", "right": "issue:66677", "accept": false, "reason": "Web chat history loss after update is unrelated to the QuickStart channel-selection issue." }, { "left": "issue:53783", "right": "issue:53935", "accept": false, "reason": "The second issue has no clear evidence of the same Telegram session visibility/send failure, so this is too weak to merge." }, { "left": "issue:65790", "right": "issue:66507", "accept": false, "reason": "Web UI image attachment bug is different from shared-session behavior across channels." }, { "left": "issue:63175", "right": "issue:63736", "accept": false, "reason": "Ollama timeout over 60 seconds is not clearly the same as a generic \"Hang time\" report." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 360, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53579", "issue:53672", "issue:53935", "issue:54076", "issue:64636", "issue:64756", "issue:64794", "issue:64894", "issue:65050", "issue:65304", "issue:65360", "issue:65665", "issue:65666", "issue:66946", "issue:67411", "issue:67487", "issue:67574" ], "soft_pairs": [ "issue:65666|issue:66946", "issue:53672|issue:66946", "issue:53935|issue:67574", "issue:65050|issue:65665", "issue:54076|issue:64894", "issue:64636|issue:65304", "issue:65360|issue:67487", "issue:53579|issue:64756", "issue:64794|issue:67411" ], "prepared_review_unit_hash": "05eddb71492f21d0947207d198e408d8eceba53dd2f58f5e01d2e9143586e29b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12759, "estimated_input_tokens": 3190, "estimated_eval_tokens": 6636 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: several issues mention Control UI, OAuth, vision/image handling, or onboarding, but they describe different concrete failures. None of the soft pairs look safe to merge as duplicates.", "confidence": 0.41, "canonical_issue_reason": "issue 66946 is the clearest, most concrete report in the set, with a specific Control UI 404 symptom and enough context to serve as the best representative issue, even though the overall cluster is not a true duplicate group.", "canonical_pr_reason": null, "best_issue_reason": "issue 66946 has the strongest bug signal and the most actionable description among these issues, but it should be treated as a representative example rather than a canonical duplicate target.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65666", "right": "issue:66946", "accept": false, "reason": "Both involve UI/embed behavior, but one is a 401 auth-token problem and the other is a Control UI path/404 problem; different underlying bugs." }, { "left": "issue:53672", "right": "issue:66946", "accept": false, "reason": "Both mention Control UI, but one is a port 18789 connectivity issue and the other is a duplicated-path/404 routing bug; not the same failure mode." }, { "left": "issue:53935", "right": "issue:67574", "accept": false, "reason": "No meaningful overlap beyond generic bug reports; the titles/body signals do not indicate the same code path." }, { "left": "issue:65050", "right": "issue:65665", "accept": false, "reason": "Both concern vision/image handling, but one is a stall caused by a dynamic image tool being exposed and the other is stale image data despite unique paths; different bugs." }, { "left": "issue:54076", "right": "issue:64894", "accept": false, "reason": "Both are OAuth/login failures, but they affect different flows and have different error modes and causes (`no redirect` after account deletion vs `invalid_scope`/`model.request`)." }, { "left": "issue:64636", "right": "issue:65304", "accept": false, "reason": "Proxy environment variables being ignored is unrelated to Windows tool calls failing with missing parameters; no shared underlying defect." }, { "left": "issue:65360", "right": "issue:67487", "accept": false, "reason": "Both touch the Control UI, but one is a context-window display mismatch and the other is image upload rendering/display in chat; not the same bug." }, { "left": "issue:53579", "right": "issue:64756", "accept": false, "reason": "These are unrelated: OpenClaw infrastructure usage vs a Dreaming page text/layout issue." }, { "left": "issue:64794", "right": "issue:67411", "accept": false, "reason": "One is missing OAuth config fields in a wizard patch, the other is a `trim` TypeError during onboard model setup save; different code paths and symptoms." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 361, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53628", "issue:62985", "issue:64517", "issue:64743", "issue:65304", "issue:65808", "issue:65867", "issue:66202", "issue:66519", "issue:66614", "issue:66786", "issue:67074", "issue:67120", "issue:67162", "issue:67250", "issue:67487" ], "soft_pairs": [ "issue:66519|issue:66614", "issue:67250|issue:67487", "issue:65808|issue:67120", "issue:53384|issue:64517", "issue:67074|issue:67162", "issue:64743|issue:66202", "issue:65304|issue:65867", "issue:53628|issue:66786", "issue:62985|issue:64517" ], "prepared_review_unit_hash": "f9769576af304afbf8db325b1c0aea06fb37da698304c32aa7e3935e6b23caa7", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12720, "estimated_input_tokens": 3180, "estimated_eval_tokens": 6616 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No soft pair looks like a true duplicate; the issues span different subsystems or distinct failure modes, with one ambiguous closed bug lacking a meaningful title. The strongest single issue to anchor the cluster is the streaming regression in #53384.", "confidence": 0.86, "canonical_issue_reason": "#53384 is the clearest, most actionable bug report: specific streaming regression, concrete repro context ([thinking, text] assistant turns), and enough discussion/references to serve as the anchor item.", "canonical_pr_reason": null, "best_issue_reason": "#53384 is the best representative issue in this set because it is well-scoped, technically specific, and clearly describes a reproducible code-path problem.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66519", "right": "issue:66614", "accept": false, "reason": "Both involve streaming output, but one is duplicate subagent delivery and the other is markdown-table splitting; different bug paths and likely separate fixes." }, { "left": "issue:67250", "right": "issue:67487", "accept": false, "reason": "UI streaming text disappearance is unrelated to image upload visibility; different symptoms, features, and likely code paths." }, { "left": "issue:65808", "right": "issue:67120", "accept": false, "reason": "Telegram reaction/mention behavior and Feishu voice transcription are separate integration features with unrelated failures." }, { "left": "issue:53384", "right": "issue:64517", "accept": false, "reason": "Streaming partial text loss is unrelated to approvals.exec.targets failing under multiple agents; different subsystem and bug mechanism." }, { "left": "issue:67074", "right": "issue:67162", "accept": false, "reason": "#67162 has no meaningful title or visible evidence here, so there is not enough basis to treat it as the same bug as the trim-related TypeError in #67074." }, { "left": "issue:64743", "right": "issue:66202", "accept": false, "reason": "MoE model-selection/adoption problems and Ollama model unavailability after upgrade are different issues with different triggers and outcomes." }, { "left": "issue:65304", "right": "issue:65867", "accept": false, "reason": "Windows missing-parameter tool-call failures and Gemini tag leakage are distinct output/validation bugs, not the same code-path issue." }, { "left": "issue:53628", "right": "issue:66786", "accept": false, "reason": "Both mention environment/config paths, but one is skill installation and the other is system prompt workspace resolution; too different to merge as one bug." }, { "left": "issue:62985", "right": "issue:64517", "accept": false, "reason": "Telegram multi-account config and multi-agent approval targeting are unrelated features with different failure surfaces." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 362, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53579", "issue:53680", "issue:63441", "issue:63450", "issue:64374", "issue:65322", "issue:65603", "issue:66323", "issue:66324", "issue:66507", "issue:66682", "issue:66848", "issue:66945", "issue:67043", "issue:67081", "issue:67106", "issue:67158", "issue:67469" ], "soft_pairs": [ "issue:63450|issue:65322", "issue:66323|issue:67043", "issue:66324|issue:67043", "issue:67081|issue:67106", "issue:65603|issue:67158", "issue:66848|issue:66945", "issue:64374|issue:66682", "issue:53680|issue:66507", "issue:63441|issue:65603", "issue:53579|issue:67469" ], "prepared_review_unit_hash": "0215d9feca23dd527b6821c08a980fad561053c7715cbfb9d7550c5ce638a89a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13531, "estimated_input_tokens": 3383, "estimated_eval_tokens": 7022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous, with only a couple of true duplicate pairs. The clearest duplicate is the gateway startup/chat.history regression pair; the identical trim() crashes also look duplicate. Most other soft pairs are only superficially similar and should stay separate.", "confidence": 0.84, "canonical_issue_reason": "Issue #63450 is the strongest representative: it has the most complete description of the gateway startup/chat.history regression, includes the regression version, and is the clearer duplicate target for the matching report in #65322.", "canonical_pr_reason": null, "best_issue_reason": "#63450 is the best issue to anchor the cluster because it is specific, well-scoped, and appears to be the more informative version of the duplicate startup failure report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63450", "right": "issue:65322", "accept": true, "reason": "Same underlying gateway startup failure: chat.history is unavailable during startup and blocks sidecar/gateway initialization. The titles and symptom match closely enough to treat as duplicates." }, { "left": "issue:66323", "right": "issue:67043", "accept": false, "reason": "No meaningful overlap beyond both being Chinese-language issues; the titles describe unrelated content." }, { "left": "issue:66324", "right": "issue:67043", "accept": false, "reason": "No shared bug or code path; this appears unrelated spam/content rather than a duplicate." }, { "left": "issue:67081", "right": "issue:67106", "accept": false, "reason": "Both involve UI timing/display issues, but one is about immediate user-message rendering and the other about pre-tool-call text disappearing in Safari. Too broad and not clearly the same bug." }, { "left": "issue:65603", "right": "issue:67158", "accept": false, "reason": "Different failure modes and providers/models: Azure Foundry schema/tool payload rejection versus ChatGPT/Codex OAuth model entitlement rejection." }, { "left": "issue:66848", "right": "issue:66945", "accept": true, "reason": "The titles are identical and both report the same TypeError on trim(), strongly indicating the same crash." }, { "left": "issue:64374", "right": "issue:66682", "accept": false, "reason": "Different Slack/Telegram-related bugs with different symptoms and code paths; one is a scope error on read, the other is command registration at startup." }, { "left": "issue:53680", "right": "issue:66507", "accept": false, "reason": "Both involve routing/session behavior, but one is ACP binding selecting the wrong agent on the second message and the other is channel session isolation. Related area, not the same concrete bug." }, { "left": "issue:63441", "right": "issue:65603", "accept": false, "reason": "Different provider problems: multiple Ollama providers not working versus Azure Foundry GPT schema/tool rejection. Not the same underlying bug." }, { "left": "issue:53579", "right": "issue:67469", "accept": false, "reason": "These are unrelated: one is about agents forgetting OpenClaw infrastructure, the other about gemini-cli replies not being persisted to session transcripts/WebUI history." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 363, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53247", "issue:53430", "issue:53672", "issue:62995", "issue:63620", "issue:64111", "issue:64250", "issue:64743", "issue:64839", "issue:65602", "issue:65665", "issue:65747", "issue:65840", "issue:66017", "issue:66325", "issue:67043", "issue:67072", "issue:67106" ], "soft_pairs": [ "issue:64743|issue:64839", "issue:65840|issue:66017", "issue:64250|issue:65602", "issue:66325|issue:67043", "issue:62995|issue:65747", "issue:67072|issue:67106", "issue:64111|issue:65665", "issue:53247|issue:53430", "issue:53672|issue:63620" ], "prepared_review_unit_hash": "10ce99944aacdffb3445369ab36b0a02e4a0d129dc3d3e9b39aa43c3f1bd33ee", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13333, "estimated_input_tokens": 3334, "estimated_eval_tokens": 6924 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bug reports with one plausible duplicate pair around image tool model/provider resolution. The rest differ by subsystem, trigger, or symptom.", "confidence": 0.74, "canonical_issue_reason": "Issue 65840 is the clearest, most specific report of the shared image-tool model-resolution failure, and it aligns with the broader custom-provider case in 66017.", "canonical_pr_reason": null, "best_issue_reason": "65840 is the strongest representative issue because it states the concrete failure mode ('Unknown model') and the registered imageModel context directly.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64743", "right": "issue:64839", "accept": false, "reason": "Different bugs: MoE model selection/adoption vs image handling and blocked media URL; no shared concrete code path." }, { "left": "issue:65840", "right": "issue:66017", "accept": true, "reason": "Both describe the image tool failing to resolve a registered/custom model provider, pointing to the same model/provider lookup path." }, { "left": "issue:64250", "right": "issue:65602", "accept": false, "reason": "Conversation context-limit reset and reserveTokens being overwritten are different subsystems and failure modes." }, { "left": "issue:66325", "right": "issue:67043", "accept": false, "reason": "One is a deployment/onboarding feature request; the other is skill dependency detection/prompting. Not the same bug." }, { "left": "issue:62995", "right": "issue:65747", "accept": false, "reason": "Amazon Bedrock auth regression with instance roles is unrelated to DingTalk stream-mode plugin failure." }, { "left": "issue:67072", "right": "issue:67106", "accept": false, "reason": "Both are UI timing/display issues, but they affect different products and triggers (webchat send vs control UI tool results)." }, { "left": "issue:64111", "right": "issue:65665", "accept": false, "reason": "Image-tool access to Ollama vision models is different from stale image-data caching despite unique file paths." }, { "left": "issue:53247", "right": "issue:53430", "accept": false, "reason": "WhatsApp plugin crash from a missing runtime API is unrelated to styling errors." }, { "left": "issue:53672", "right": "issue:63620", "accept": false, "reason": "A control UI port/connectivity problem is unrelated to an overlay blocking the Dreaming tab page." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 364, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53934", "issue:54076", "issue:62875", "issue:62967", "issue:63101", "issue:64288", "issue:64341", "issue:64687", "issue:64707", "issue:64775", "issue:64931", "issue:65089", "issue:65189", "issue:65431", "issue:65920", "issue:67162", "issue:67247", "issue:67347" ], "soft_pairs": [ "issue:53934|issue:64775", "issue:64931|issue:65920", "issue:64288|issue:67247", "issue:67162|issue:67347", "issue:63101|issue:64707", "issue:62967|issue:65431", "issue:64341|issue:65189", "issue:54076|issue:64687", "issue:62875|issue:65089" ], "prepared_review_unit_hash": "ce83f6801c48099c9852b93e34bcafe80fbae7a0825859d4b49eee0f4dd905eb", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 12908, "estimated_input_tokens": 3227, "estimated_eval_tokens": 6710 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These are mostly unrelated bug reports that only share broad subsystem or wording similarity; none of the soft pairs look like the same concrete underlying fix. The clearest standalone report is the TypeError/trim issue.", "confidence": 0.82, "canonical_issue_reason": "issue:67347 is the most actionable and well-scoped report here, with a concrete runtime error, active discussion, and multiple references.", "canonical_pr_reason": null, "best_issue_reason": "issue:67347 is the strongest representative bug report in the set because it has the clearest symptom and highest signal for a real fix.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53934", "right": "issue:64775", "accept": false, "reason": "Both mention OAuth/auth-like failures, but one is a corrupted URL in the web UI and the other is a login loop after account deletion; different failure modes and code paths." }, { "left": "issue:64931", "right": "issue:65920", "accept": false, "reason": "Both involve config behavior, but one is LaunchAgent plist regeneration stripping env vars while the other is model list merging; not the same bug." }, { "left": "issue:64288", "right": "issue:67247", "accept": false, "reason": "Both are Telegram-related, but polling stalls and native command menu disappearance are separate features with different symptoms and fixes." }, { "left": "issue:67162", "right": "issue:67347", "accept": false, "reason": "The blank-titled issue lacks enough detail, and the trim TypeError report is a specific runtime exception; insufficient evidence they share one underlying defect." }, { "left": "issue:63101", "right": "issue:64707", "accept": false, "reason": "Both are Feishu issues, but one is config validation after upgrade and the other is default account creation on restart; distinct behaviors." }, { "left": "issue:62967", "right": "issue:65431", "accept": false, "reason": "These are different capability/validation failures: unsupported reasoning_effort vs image input not supported despite config; not the same code-path problem." }, { "left": "issue:64341", "right": "issue:65189", "accept": false, "reason": "The empty bug report gives no concrete symptom, while the Chinese report is about memory/context leakage to UI; no clear duplicate relationship." }, { "left": "issue:54076", "right": "issue:64687", "accept": false, "reason": "Both involve OAuth, but one is a redirect/login loop after deletion and the other is a broken Codex OAuth setup flow; too different to merge as one fix." }, { "left": "issue:62875", "right": "issue:65089", "accept": false, "reason": "Both affect plugins, but missing bundled src/ directory and an OpenAI ESM export mismatch are separate packaging/runtime issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 365, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53397", "issue:64319", "issue:64374", "issue:64517", "issue:64667", "issue:64704", "issue:64743", "issue:65317", "issue:65565", "issue:65665", "issue:66254", "issue:66381", "issue:66433", "issue:67136", "issue:67150", "issue:67162", "issue:67408", "issue:67582" ], "soft_pairs": [ "issue:64704|issue:66433", "issue:67150|issue:67162", "issue:64667|issue:67136", "issue:64319|issue:64743", "issue:65665|issue:67408", "issue:64517|issue:65317", "issue:66381|issue:67582", "issue:53397|issue:65565", "issue:64374|issue:66254" ], "prepared_review_unit_hash": "b76e9ad89219ace2a21e4803286b222187917d7c25962d1dc438f6cb7ccf3b24", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13153, "estimated_input_tokens": 3289, "estimated_eval_tokens": 6834 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bug reports across different subsystems; only the two WebChat message-visibility issues look like the same underlying optimistic-rendering bug. All other soft pairs should be rejected as different problems.", "confidence": 0.94, "canonical_issue_reason": "Issue 67582 is the clearest representative of the only real duplicate pair: it states the symptom and the likely root cause (missing optimistic rendering) directly and is still open.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67582 is the best global issue choice because it is concise, specific, and most directly captures the shared WebChat message-display bug in the accepted duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64704", "right": "issue:66433", "accept": false, "reason": "Different failures: package discovery/availability vs dependency removal breaking local embeddings; not the same code-path bug." }, { "left": "issue:67150", "right": "issue:67162", "accept": false, "reason": "No meaningful duplicate relationship; 67162 is effectively an empty/invalid report and does not describe the same bug as the channel-selection issue." }, { "left": "issue:64667", "right": "issue:67136", "accept": false, "reason": "OAuth scope/auth configuration problem vs file-write execution bug; unrelated symptoms and code paths." }, { "left": "issue:64319", "right": "issue:64743", "accept": false, "reason": "Auth UI state for models vs model-selection/architecture behavior; these are unrelated issues." }, { "left": "issue:65665", "right": "issue:67408", "accept": false, "reason": "Dashboard default-agent config validation vs OpenRouter stream/parser handling; different subsystems and failure modes." }, { "left": "issue:64517", "right": "issue:65317", "accept": false, "reason": "Approval target selection under multiple agents vs sandbox file-write helper failure; not the same bug." }, { "left": "issue:66381", "right": "issue:67582", "accept": true, "reason": "Both describe the same WebChat bug where a sent user message is not shown immediately and only appears later; 67582 names the missing optimistic rendering more explicitly." }, { "left": "issue:53397", "right": "issue:65565", "accept": false, "reason": "Both are config-validation complaints, but they concern different schemas and fields (`tools.web.fetch.maxResponseBytes` vs `agents.defaultId`), so they are not the same underlying issue." }, { "left": "issue:64374", "right": "issue:66254", "accept": false, "reason": "Different integrations and errors: Slack read scope mismatch vs WeCom setup/token state; not a duplicate." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 366, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53405", "issue:53472", "issue:53584", "issue:53648", "issue:53934", "issue:54076", "issue:62819", "issue:65002", "issue:65045", "issue:65665", "issue:65795", "issue:65849", "issue:66507", "issue:66669", "issue:66942", "issue:67043", "issue:67162", "issue:67487" ], "soft_pairs": [ "issue:53405|issue:67043", "issue:65002|issue:65665", "issue:66942|issue:67162", "issue:53648|issue:53934", "issue:62819|issue:66507", "issue:53472|issue:65849", "issue:54076|issue:65045", "issue:53584|issue:67487", "issue:65795|issue:66669" ], "prepared_review_unit_hash": "9305147873a97f3ba3088c31789229c74a789e8c3e8c0d4e05207f78df452824", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13379, "estimated_input_tokens": 3345, "estimated_eval_tokens": 6946 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These pairs are mostly false positives: they share broad themes like chat, OAuth, or UI bugs, but not the same concrete code path or fix. No PRs are present, and the issue set is heterogeneous rather than a tight duplicate cluster.", "confidence": 0.43, "canonical_issue_reason": "Issue 66942 is the broadest, most centrally referenced bug report in the set, but it is still only a weak canonical choice because the overall group is not a true duplicate cluster.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65045 is the most actionable standalone report: it has a specific failure mode, clear platform context, and a well-scoped bug description.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53405", "right": "issue:67043", "accept": false, "reason": "One is a community/chat-group post; the other is a skill dependency/UX feature request. No shared bug or fix." }, { "left": "issue:65002", "right": "issue:65665", "accept": false, "reason": "WhatsApp outbound media handling vs vision-image stale data are different failure modes and different code paths." }, { "left": "issue:66942", "right": "issue:67162", "accept": false, "reason": "67162 has no title and no concrete evidence tying it to the undefined.trim TypeError in 66942." }, { "left": "issue:53648", "right": "issue:53934", "accept": false, "reason": "Both involve UI text/URL rendering, but one is a skills search box default value issue and the other is corruption of a specific string. Too broad to treat as the same bug." }, { "left": "issue:62819", "right": "issue:66507", "accept": false, "reason": "Both mention sessions in messaging channels, but one is a cron delivery failure and the other is cross-channel session sharing. Different underlying problems." }, { "left": "issue:53472", "right": "issue:65849", "accept": false, "reason": "These are different tool-schema validation failures: GLM /btw tool handling vs Discord components.modal requirements." }, { "left": "issue:54076", "right": "issue:65045", "accept": false, "reason": "Both relate to OAuth, but one is a login loop after account deletion and the other is an invalid_scope error on macOS. Not the same bug." }, { "left": "issue:53584", "right": "issue:67487", "accept": false, "reason": "Both affect chat UI behavior, but one is scroll position after sending on macOS and the other is missing image-attachment rendering. Different code paths." }, { "left": "issue:65795", "right": "issue:66669", "accept": false, "reason": "Unknown-method GatewayRequestError for wiki methods is unrelated to webchat not rendering image attachments." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 367, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53235", "issue:53544", "issue:54004", "issue:63883", "issue:64250", "issue:64374", "issue:64704", "issue:64932", "issue:65026", "issue:65207", "issue:65208", "issue:65321", "issue:65600", "issue:66614", "issue:66728", "issue:67100", "issue:67162", "issue:67188" ], "soft_pairs": [ "issue:67100|issue:67162", "issue:65207|issue:65208", "issue:64250|issue:65600", "issue:53235|issue:53544", "issue:63883|issue:65026", "issue:65321|issue:67188", "issue:54004|issue:64374", "issue:64704|issue:64932", "issue:66614|issue:66728" ], "prepared_review_unit_hash": "76582acf01e850b9667940fbdc489e0df1f21abbacbc97a07992a3b835b50eb4", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13103, "estimated_input_tokens": 3276, "estimated_eval_tokens": 6808 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of mostly unrelated bug reports across different subsystems. None of the soft pairs look like the same underlying issue closely enough to merge. Issue 67100 is the strongest standalone representative because it has a specific repro, clear error, and the most discussion/references.", "confidence": 0.9, "canonical_issue_reason": "Use issue 67100 as the best issue representative: it is concrete, reproducible, and has the strongest signal among otherwise unrelated reports.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67100 is the best global issue candidate because it is specific, well-scoped, and has the most evidence/engagement compared with the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67100", "right": "issue:67162", "accept": false, "reason": "67162 has no substantive title/body here, so there is not enough evidence to treat it as the same onboarding trim error." }, { "left": "issue:65207", "right": "issue:65208", "accept": false, "reason": "Different subsystems and failure modes: model listing vs Chrome launch flags on macOS." }, { "left": "issue:64250", "right": "issue:65600", "accept": false, "reason": "Both relate loosely to conversation limits/compaction, but they describe different concrete bugs and code paths." }, { "left": "issue:53235", "right": "issue:53544", "accept": false, "reason": "One is a webchat rendering issue; the other is a Control UI channel-status visibility issue." }, { "left": "issue:63883", "right": "issue:65026", "accept": false, "reason": "Group policy allowlist behavior and Discord leakage from webchat are different bugs in different paths." }, { "left": "issue:65321", "right": "issue:67188", "accept": false, "reason": "\"tts\" is too vague to safely match the built-in TTS provider breakage." }, { "left": "issue:54004", "right": "issue:64374", "accept": false, "reason": "MiniMax API hangs and missing_scope on message read are unrelated symptoms and code paths." }, { "left": "issue:64704", "right": "issue:64932", "accept": false, "reason": "Package discovery failure and missing QA scenario pack are unrelated repository/content issues." }, { "left": "issue:66614", "right": "issue:66728", "accept": false, "reason": "Streaming markdown-table splitting and onboarding channel selection crash are unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 368, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53335", "issue:53384", "issue:53397", "issue:53409", "issue:53480", "issue:53606", "issue:53881", "issue:62819", "issue:63246", "issue:64670", "issue:64939", "issue:65494", "issue:65701", "issue:65747", "issue:65791", "issue:66203", "issue:66945", "issue:67100" ], "soft_pairs": [ "issue:66945|issue:67100", "issue:64670|issue:66945", "issue:64670|issue:66203", "issue:62819|issue:65494", "issue:53384|issue:65701", "issue:53606|issue:65791", "issue:53397|issue:64939", "issue:53335|issue:53480", "issue:53409|issue:63246", "issue:53881|issue:65747" ], "prepared_review_unit_hash": "0ef9a697cb0752d22f00f2b439e7a1cfffd6f55a2acbe9880948ea05765ee114", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13511, "estimated_input_tokens": 3378, "estimated_eval_tokens": 7012 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly a set of unrelated issue pairs linked only by superficial wording. The only strong duplicate match is the pair about the undefined `trim` TypeError: the onboarding channel-selection report and the generic trim error report appear to describe the same underlying bug.", "confidence": 0.83, "canonical_issue_reason": "issue:67100 is the clearest representative of the shared `Cannot read properties of undefined (reading 'trim')` bug: it gives a concrete onboarding/channel-selection repro and is already closed, suggesting it may be the more specific duplicate report.", "canonical_pr_reason": null, "best_issue_reason": "issue:67100 best captures the underlying bug among the provided issues because it is more specific than the generic trim error report and aligns with the accepted duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66945", "right": "issue:67100", "accept": true, "reason": "Accept: both reports describe the same `undefined.trim` TypeError, and 67100\u2019s onboarding/channel-selection repro looks like a specific manifestation of 66945\u2019s generic error." }, { "left": "issue:64670", "right": "issue:66945", "accept": false, "reason": "Reject: `/btw` command failure and ESC-key behavior are a different bug from an undefined `trim` TypeError." }, { "left": "issue:64670", "right": "issue:66203", "accept": false, "reason": "Reject: one is a command/UI failure, the other is cron model-ID corruption; no concrete shared code-path is evident." }, { "left": "issue:62819", "right": "issue:65494", "accept": false, "reason": "Reject: these are failures in different channels and different symptoms (`send messages` vs `accountInfo is not defined`)." }, { "left": "issue:53384", "right": "issue:65701", "accept": false, "reason": "Reject: streaming text loss and Telegram duplicate messages are unrelated behaviors despite both involving message delivery." }, { "left": "issue:53606", "right": "issue:65791", "accept": false, "reason": "Reject: Feishu app-identity token support and adding an Exa secretRef are separate feature requests in different integrations." }, { "left": "issue:53397", "right": "issue:64939", "accept": false, "reason": "Reject: config schema validation for `tools.web.fetch.maxResponseBytes` is unrelated to Groq audio transcription serialization." }, { "left": "issue:53335", "right": "issue:53480", "accept": false, "reason": "Reject: both involve Discord slash commands, but they describe different commands and different bugs (`/new` reset behavior vs `/reset` thinkingLevel regression)." }, { "left": "issue:53409", "right": "issue:63246", "accept": false, "reason": "Reject: Telegram exec-approval routing and Discord multi-bot slash-command routing are different channel/account routing problems." }, { "left": "issue:53881", "right": "issue:65747", "accept": false, "reason": "Reject: a Control UI height/layout bug is not the same as a DingTalk stream-mode access failure." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 369, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53472", "issue:53618", "issue:54070", "issue:62904", "issue:62967", "issue:63534", "issue:63609", "issue:63641", "issue:64026", "issue:64139", "issue:64341", "issue:65089", "issue:65360", "issue:65362", "issue:66381", "issue:66619", "issue:66945" ], "soft_pairs": [ "issue:63534|issue:63641", "issue:66619|issue:66945", "issue:53618|issue:66381", "issue:53472|issue:54070", "issue:63609|issue:64139", "issue:53472|issue:62967", "issue:64026|issue:65362", "issue:64341|issue:65360", "issue:62904|issue:65089" ], "prepared_review_unit_hash": "dff1b419667a685b03d16f7c372d37882f40bd1c54bb166664e415c094ece3f8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12433, "estimated_input_tokens": 3109, "estimated_eval_tokens": 6474 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most items are unrelated bugs spanning different features, but there are two plausible duplicate issue pairs: the Telegram trim() crash reports and the SIGKILL command-execution reports. The rest are too semantically different to merge.", "confidence": 0.71, "canonical_issue_reason": "Issue 66945 is the broadest, clearest report of the shared trim() TypeError and can serve as the umbrella issue for the Telegram-specific crash report.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66945 is the best representative issue overall because its title captures the common runtime failure concisely and broadly enough to subsume the more specific duplicate report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63534", "right": "issue:63641", "accept": false, "reason": "Different features and failures: Chinese UI layout problem in dream UI vs missing /prose command from the open-prose plugin." }, { "left": "issue:66619", "right": "issue:66945", "accept": true, "reason": "Both report the same underlying TypeError on reading 'trim'; 66619 appears to be a Telegram setup-specific instance of the broader crash in 66945." }, { "left": "issue:53618", "right": "issue:66381", "accept": false, "reason": "Both mention WebChat, but one is missing image upload support while the other is a message-rendering flicker after send; different bugs." }, { "left": "issue:53472", "right": "issue:54070", "accept": false, "reason": "Both involve request payload validation, but the failing fields and code paths differ: GLM tools vs message buttons." }, { "left": "issue:63609", "right": "issue:64139", "accept": true, "reason": "Both describe v2026.4.9 command execution ending in SIGKILL/hang; the crontab case looks like a specific manifestation of the same regression." }, { "left": "issue:53472", "right": "issue:62967", "accept": false, "reason": "Different model/API errors: one is a tools-array 400 for GLM, the other is unsupported reasoning_effort='none' for gpt-5-mini." }, { "left": "issue:64026", "right": "issue:65362", "accept": false, "reason": "One is a 400/no body failure for llama.cpp/gemma4, the other is inability to discover Ollama local models; not the same bug." }, { "left": "issue:64341", "right": "issue:65360", "accept": false, "reason": "The empty-title bug provides no evidence, and the context-window display issue for claude-sonnet-4-6 is a separate UI/data bug." }, { "left": "issue:62904", "right": "issue:65089", "accept": false, "reason": "Both concern plugin loading, but the Telegram src/ directory config-load failure and the openai ESM export mismatch are distinct root causes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 370, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53376", "issue:53430", "issue:53584", "issue:54061", "issue:63124", "issue:63175", "issue:64026", "issue:64341", "issue:64670", "issue:64687", "issue:65026", "issue:65455", "issue:66433", "issue:66839", "issue:66907", "issue:67106", "issue:67485", "issue:67549" ], "soft_pairs": [ "issue:63124|issue:67549", "issue:64341|issue:65455", "issue:53376|issue:64670", "issue:54061|issue:65026", "issue:63175|issue:64026", "issue:53584|issue:66839", "issue:53430|issue:64687", "issue:66433|issue:67485", "issue:66907|issue:67106" ], "prepared_review_unit_hash": "b683005fb623dbe75bd666c76704db652d82ce209b189c44b638bff82a7ec7d8", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13177, "estimated_input_tokens": 3295, "estimated_eval_tokens": 6846 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "None of the soft-paired issues look like the same underlying bug. The cluster is mostly a set of unrelated bug reports spanning UI, auth, tooling, packaging, and backend/provider failures.", "confidence": 0.94, "canonical_issue_reason": "issue:54061 is the clearest, most self-contained report: it names a specific code-path and observable behavior change without depending on vague symptoms or incomplete titles.", "canonical_pr_reason": null, "best_issue_reason": "issue:54061 is the best representative issue in this set because it is concrete, actionable, and describes a distinct regression clearly enough to triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63124", "right": "issue:67549", "accept": false, "reason": "Different failures: one is a SIGKILL in an exec path for openclaw CLI subcommands, the other is a JS property error in memory_search; no shared code-path is evident." }, { "left": "issue:64341", "right": "issue:65455", "accept": false, "reason": "One is an empty/placeholder bug report and the other is a control UI styling/display issue; the symptoms and targets do not match." }, { "left": "issue:53376", "right": "issue:64670", "accept": false, "reason": "Feishu message sending with a missing receive_id_type is unrelated to /btw command failure and ESC-key behavior." }, { "left": "issue:54061", "right": "issue:65026", "accept": false, "reason": "Both mention message flow, but one is inline assistant text suppression with a tool call and the other is cross-channel leakage to Discord; different bugs and code paths." }, { "left": "issue:63175", "right": "issue:64026", "accept": false, "reason": "One is a timeout threshold problem with Ollama; the other is a 400/no-body provider error for llama.cpp/gemma4. Different failure modes." }, { "left": "issue:53584", "right": "issue:66839", "accept": false, "reason": "The first is a macOS chat scrolling issue after sending messages; the second is a missing system.run.prepare advertisement breaking exec host=node. Unrelated." }, { "left": "issue:53430", "right": "issue:64687", "accept": false, "reason": "A styling regression and an OAuth breakage are not the same bug, even if both affect the app experience." }, { "left": "issue:66433", "right": "issue:67485", "accept": false, "reason": "Both are update/install related, but one is removal of node-llama-cpp breaking embeddings and the other is a missing bin symlink in nvm; not the same concrete defect." }, { "left": "issue:66907", "right": "issue:67106", "accept": false, "reason": "Both concern control UI text visibility, but one is transient reappearance when streaming starts and the other is Safari-specific disappearance when tool results arrive; the timing and trigger differ." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 371, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53430", "issue:53813", "issue:53934", "issue:62819", "issue:63124", "issue:63440", "issue:63534", "issue:63620", "issue:64341", "issue:64437", "issue:64566", "issue:65079", "issue:65316", "issue:65967", "issue:66173", "issue:66981", "issue:67183" ], "soft_pairs": [ "issue:53813|issue:63124", "issue:53934|issue:66981", "issue:62819|issue:67183", "issue:65316|issue:66173", "issue:63440|issue:65967", "issue:63534|issue:65079", "issue:53430|issue:65079", "issue:63620|issue:64341", "issue:53384|issue:53813", "issue:64437|issue:64566" ], "prepared_review_unit_hash": "a914c5aa6dc02f8ca7f95f2703a0dd4e8fa355a1706720fd4a1533e4a51a8f54", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13339, "estimated_input_tokens": 3335, "estimated_eval_tokens": 6926 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These issues do not form a duplicate cluster: each soft pair points to a different bug or housekeeping problem, usually in a different subsystem and with a different failure mode. No soft edge should be merged.", "confidence": 0.96, "canonical_issue_reason": "No canonical issue: the items are unrelated overall, and none of the soft pairs describes the same underlying bug.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53384 is the most specific and actionable report, but it is not a duplicate of the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53813", "right": "issue:63124", "accept": false, "reason": "Both mention exec/tool behavior, but one is about losing a command parameter and the other is a SIGKILL when invoking CLI subcommands; different symptoms and likely different causes." }, { "left": "issue:53934", "right": "issue:66981", "accept": false, "reason": "URL corruption in the web UI is unrelated to a browser timeout/gateway restart failure." }, { "left": "issue:62819", "right": "issue:67183", "accept": false, "reason": "Both concern message delivery, but one is a QQ cron delivery failure from an isolated session and the other is a boot hook explicitly using deliver:false; different code paths." }, { "left": "issue:65316", "right": "issue:66173", "accept": false, "reason": "Sandboxed file-tool exposure is a security/sandboxing bug; Umbrel updates lagging is a packaging/distribution complaint." }, { "left": "issue:63440", "right": "issue:65967", "accept": false, "reason": "Stuck-running session after timeout and stale TUI model name after fallback are separate state-sync issues with different behavior." }, { "left": "issue:63534", "right": "issue:65079", "accept": false, "reason": "UI layout abnormality in a feature screen is unrelated to deprecated vulnerable packages in the release." }, { "left": "issue:53430", "right": "issue:65079", "accept": false, "reason": "Styling errors in a specific release are not the same as package vulnerability/dependency concerns." }, { "left": "issue:63620", "right": "issue:64341", "accept": false, "reason": "A blocking Dreaming-tab overlay bug is unrelated to an empty/blank bug report title." }, { "left": "issue:53384", "right": "issue:53813", "accept": false, "reason": "Streaming drops text blocks with [thinking,text] is a content rendering bug, not the exec tool losing parameters." }, { "left": "issue:64437", "right": "issue:64566", "accept": false, "reason": "Unsupported heartbeat timeoutSeconds config and ComfyUI docs/schema mismatch are different configuration/documentation issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 372, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53273", "issue:53472", "issue:53697", "issue:53729", "issue:63101", "issue:63641", "issue:64026", "issue:64131", "issue:64341", "issue:64670", "issue:65102", "issue:65701", "issue:66202", "issue:66598", "issue:66677", "issue:66762", "issue:67487" ], "soft_pairs": [ "issue:53273|issue:63101", "issue:64670|issue:65102", "issue:53729|issue:65701", "issue:64131|issue:66677", "issue:53472|issue:53697", "issue:64026|issue:66202", "issue:63641|issue:64131", "issue:66598|issue:66762", "issue:64341|issue:67487" ], "prepared_review_unit_hash": "0703cfd9363a2260f8a61521a40c30dd290c5ce81f950da1f7376aaddf58a720", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12371, "estimated_input_tokens": 3093, "estimated_eval_tokens": 6442 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most soft pairs are not true duplicates; they only share broad symptom patterns (upgrade regressions, provider/message duplication, UI glitches) but point to different features and code paths. The clearest duplicate pair is the WebChat flicker reports.", "confidence": 0.84, "canonical_issue_reason": "issue:66762 is the most concrete and root-cause-focused report in the set, describing the exact WebChat flicker mechanism (full chat.history re-fetch on every message).", "canonical_pr_reason": null, "best_issue_reason": "issue:66762 is the best canonical issue candidate because it states the underlying bug clearly and can subsume the matching flicker report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53273", "right": "issue:63101", "accept": false, "reason": "Both are upgrade regressions, but one is npm/acpx path handling and the other is Feishu config validation; different subsystems and failure modes." }, { "left": "issue:64670", "right": "issue:65102", "accept": false, "reason": "Shared \"/btw\" context is not enough; one is a command/error-handling bug, the other is a tools.exec.security inline-Python permission issue." }, { "left": "issue:53729", "right": "issue:65701", "accept": false, "reason": "Both involve duplicate/echoed outbound messages, but they are separate provider implementations (WhatsApp vs Telegram) with no evidence of the same underlying bug." }, { "left": "issue:64131", "right": "issue:66677", "accept": false, "reason": "These describe unrelated UI problems: dreaming page display abnormality vs QuickStart channel selection." }, { "left": "issue:53472", "right": "issue:53697", "accept": false, "reason": "GLM /btw 400-tool schema error and Feishu card-schema regression are unrelated bugs." }, { "left": "issue:64026", "right": "issue:66202", "accept": false, "reason": "Both are model/provider issues, but one is llama.cpp/gemma4 400-no-body and the other is an Ollama availability regression after upgrade; different code paths." }, { "left": "issue:63641", "right": "issue:64131", "accept": false, "reason": "open-prose /prose command-not-found is unrelated to the webui dreaming page display issue." }, { "left": "issue:66598", "right": "issue:66762", "accept": true, "reason": "Both report WebChat flicker after sending, and 66762 identifies the likely root cause (full chat.history re-fetch on every message)." }, { "left": "issue:64341", "right": "issue:67487", "accept": false, "reason": "A blank-title issue and a control-UI image-upload display bug are not the same underlying problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 373, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53291", "issue:53430", "issue:53512", "issue:53956", "issue:64131", "issue:64288", "issue:64704", "issue:65189", "issue:65321", "issue:65431", "issue:65494", "issue:65529", "issue:66591", "issue:66597", "issue:66682", "issue:66762", "issue:67043", "issue:67485" ], "soft_pairs": [ "issue:53956|issue:65431", "issue:65321|issue:65529", "issue:64704|issue:67485", "issue:66597|issue:66762", "issue:53291|issue:67043", "issue:65494|issue:66682", "issue:64288|issue:66591", "issue:53430|issue:53512", "issue:64131|issue:65189" ], "prepared_review_unit_hash": "8dbb31960921bfe6c2672ab3c3834510f8453b6841b4168b7a6e4f78a3bd8d30", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13091, "estimated_input_tokens": 3273, "estimated_eval_tokens": 6802 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous and does not form a single duplicate set. The only strong soft duplicate is the WebChat flicker pair; the rest are different bugs/features across unrelated subsystems.", "confidence": 0.93, "canonical_issue_reason": "issue:66591 is the most concrete, well-scoped bug report in the set and has inbound references/closure context, but overall the cluster is not a true single-issue duplicate group.", "canonical_pr_reason": null, "best_issue_reason": "issue:66591 is the clearest representative issue: specific failure mode, technical detail, and evidence of real impact. It is also already closed, making it the best anchor among these issues.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53956", "right": "issue:65431", "accept": false, "reason": "Different product areas and failure modes: reasoning-tag parsing/leaked thinking vs image-tool capability/config mismatch." }, { "left": "issue:65321", "right": "issue:65529", "accept": false, "reason": "Both are TTS-related, but they target different providers and likely different registration paths; not the same concrete bug." }, { "left": "issue:64704", "right": "issue:67485", "accept": false, "reason": "Unrelated packaging/update regressions: missing plugin package vs lost bin symlink in nvm after update." }, { "left": "issue:66597", "right": "issue:66762", "accept": true, "reason": "Both describe the same WebChat flicker symptom, and 66762 gives the likely root cause (full chat.history refetch on every message), making them plausibly one fixable code-path bug." }, { "left": "issue:53291", "right": "issue:67043", "accept": false, "reason": "WeChat group info vs a feature request for dependency detection; no shared bug/change." }, { "left": "issue:65494", "right": "issue:66682", "accept": false, "reason": "Different channels and errors: iMessage ReferenceError vs Telegram startup command registration." }, { "left": "issue:64288", "right": "issue:66591", "accept": false, "reason": "Telegram polling stall and lossless-claw context-engine ID validation are unrelated subsystems and root causes." }, { "left": "issue:53430", "right": "issue:53512", "accept": false, "reason": "Styling regression vs agent-switch/context-saturation bug; not the same underlying issue." }, { "left": "issue:64131", "right": "issue:65189", "accept": false, "reason": "Both mention UI symptoms, but one is a dreaming-page display issue and the other is memory-engine context leakage; too different to merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 374, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53335", "issue:53365", "issue:53466", "issue:53485", "issue:53584", "issue:53934", "issue:63534", "issue:64252", "issue:65189", "issue:65529", "issue:66006", "issue:66173", "issue:66381", "issue:66597", "issue:66669", "issue:66941", "issue:67158" ], "soft_pairs": [ "issue:63534|issue:64252", "issue:66381|issue:66597", "issue:53934|issue:65189", "issue:65529|issue:66173", "issue:53365|issue:53584", "issue:53584|issue:66941", "issue:53335|issue:67158", "issue:66006|issue:66669", "issue:53335|issue:53466", "issue:53485|issue:53934" ], "prepared_review_unit_hash": "eeaca0085480e6a1223a341cb0e89cacba01710a3447bc276fecae539779d5bc", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 13109, "estimated_input_tokens": 3278, "estimated_eval_tokens": 6812 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most candidates are clearly unrelated by subsystem and symptom. The only strong duplicate pair is the WebChat send/flicker issue: the message briefly disappears after sending and reappears once the model response arrives.", "confidence": 0.89, "canonical_issue_reason": "issue:66381 is the clearest, most general statement of the WebChat send/flicker bug, with a detailed description and a closed status suggesting it already served as the fix/track point.", "canonical_pr_reason": null, "best_issue_reason": "issue:66381 is the best single issue to represent the WebChat message-disappearing-after-send bug because it is precise, general enough to subsume the variant report in 66597, and has the richest context.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63534", "right": "issue:64252", "accept": false, "reason": "Different bugs in different areas: one is a UI layout anomaly in a dream feature, the other is an A2UI_HOST_UNAVAILABLE runtime error." }, { "left": "issue:66381", "right": "issue:66597", "accept": true, "reason": "Same underlying WebChat bug: user message disappears/flickers after send and later reappears; 66597 is a version-specific restatement of the same symptom." }, { "left": "issue:53934", "right": "issue:65189", "accept": false, "reason": "Both mention UI, but one is URL corruption in web UI and the other is memory-context leakage into the UI; no shared concrete code path is evident." }, { "left": "issue:65529", "right": "issue:66173", "accept": false, "reason": "Unrelated symptoms: missing Microsoft Edge TTS provider vs. Umbrel update lag; same broad platform area but not the same bug." }, { "left": "issue:53365", "right": "issue:53584", "accept": false, "reason": "Completely different products and failures: a missing function error in openclaw-weixin vs. web chat scroll behavior after sending messages." }, { "left": "issue:53584", "right": "issue:66941", "accept": false, "reason": "Both involve web-facing chat, but one is auto-scrolling/history position and the other is image attachment rendering; these are distinct code paths." }, { "left": "issue:53335", "right": "issue:67158", "accept": false, "reason": "Different Codex/OAuth-related issues: one is a /new command session-reset bug, the other is model-version rejection during OAuth authorization." }, { "left": "issue:66006", "right": "issue:66669", "accept": false, "reason": "Auto-scroll-to-latest and image attachment rendering are separate UI bugs, not the same underlying defect." }, { "left": "issue:53335", "right": "issue:53466", "accept": false, "reason": "Session reset behavior and expired credential overwrite/OAuth failure are unrelated problem reports." }, { "left": "issue:53485", "right": "issue:53934", "accept": false, "reason": "Web chat record loss after update is not the same as URL text corruption in the web UI." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 375, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53335", "issue:53354", "issue:53431", "issue:53584", "issue:53815", "issue:63189", "issue:64131", "issue:64775", "issue:64910", "issue:65079", "issue:65192", "issue:65321", "issue:65347", "issue:65500", "issue:65538", "issue:65701", "issue:66423", "issue:67250" ], "soft_pairs": [ "issue:63189|issue:67250", "issue:53431|issue:53584", "issue:53354|issue:53815", "issue:65321|issue:65500", "issue:63189|issue:64910", "issue:64131|issue:64775", "issue:65538|issue:65701", "issue:64775|issue:66423", "issue:53335|issue:65347", "issue:65192|issue:66423", "issue:65079|issue:66423" ], "prepared_review_unit_hash": "fca7159146cc07e9d5c92f65d33e6e3f07aeba2f80d35d038c6767977c105f8a", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 14037, "estimated_input_tokens": 3510, "estimated_eval_tokens": 7276 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated bugs; only the streaming hang/stuck-response pair looks like the same underlying issue.", "confidence": 0.71, "canonical_issue_reason": "issue:63189 is the broadest, clearest umbrella for the shared streaming hang/UI-stuck symptom, so it\u2019s the best canonical representative.", "canonical_pr_reason": null, "best_issue_reason": "issue:63189 is the cleanest representative overall: concise title, broader scope, and it matches the only accepted duplicate pair.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63189", "right": "issue:67250", "accept": false, "reason": "Both involve streaming/UI behavior, but one is \u201cstreaming never ends\u201d while the other is text disappearing when tool calls are hidden; related area, different concrete bug." }, { "left": "issue:53431", "right": "issue:53584", "accept": false, "reason": "Slash-command forwarding over WebSocket vs macOS chat history scroll position are unrelated symptoms and code paths." }, { "left": "issue:53354", "right": "issue:53815", "accept": false, "reason": "WebSocket slash-command interception and WhatsApp reconnect/update failure are different bugs." }, { "left": "issue:65321", "right": "issue:65500", "accept": false, "reason": "TTS provider breakage and /models visibility are unrelated functional areas." }, { "left": "issue:63189", "right": "issue:64910", "accept": true, "reason": "Both describe the response/stream getting stuck and never completing, which plausibly points to the same streaming-completion bug." }, { "left": "issue:64131", "right": "issue:64775", "accept": false, "reason": "Dreaming page display abnormality is unrelated to an OAuth setup failure." }, { "left": "issue:65538", "right": "issue:65701", "accept": false, "reason": "Screen-reader token spam from aria-live and Telegram duplicate messages are different symptoms and likely different fixes." }, { "left": "issue:64775", "right": "issue:66423", "accept": false, "reason": "OAuth invalid_scope/missing code is unrelated to tool-call parsing being rendered as plain text." }, { "left": "issue:53335", "right": "issue:65347", "accept": false, "reason": "Session reset via /new and Codex OAuth authentication failure are unrelated." }, { "left": "issue:65192", "right": "issue:66423", "accept": false, "reason": "Dream-session accumulation is unrelated to tool-call tags being treated as text." }, { "left": "issue:65079", "right": "issue:66423", "accept": false, "reason": "Security-vulnerable dependencies are unrelated to tool-call rendering/action handling." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 376, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53335", "issue:53587", "issue:53959", "issue:62535", "issue:63189", "issue:63534", "issue:63979", "issue:64131", "issue:64274", "issue:64523", "issue:64534", "issue:65083", "issue:65189", "issue:65701", "issue:66173", "issue:66203", "issue:66423", "issue:67454" ], "soft_pairs": [ "issue:64523|issue:65701", "issue:63189|issue:63979", "issue:65189|issue:66423", "issue:65701|issue:67454", "issue:53587|issue:64534", "issue:53335|issue:53959", "issue:63534|issue:64131", "issue:66173|issue:66203", "issue:62535|issue:65083", "issue:63189|issue:64274" ], "prepared_review_unit_hash": "454b6859eb786fd072f50820ef24e279922f72f9d2a0f2bb7f186e4a8dc2e28d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13416, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most candidate pairs are only loosely related by broad subsystem or similar symptoms. I would merge only the streaming-session pair (63189/63979); the rest look like distinct bugs. No PRs are present in this cluster.", "confidence": 0.79, "canonical_issue_reason": "issue:63979 is the most specific root-cause report for the streaming-stuck problem and is already closed, making it the strongest canonical issue for the one accepted duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "issue:63979 is the best overall issue to anchor this cluster because it pinpoints the concrete gateway state bug behind the broader streaming-never-ends symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64523", "right": "issue:65701", "accept": false, "reason": "Both involve duplicated chat delivery, but one is a Control UI reinjection bug and the other is Telegram sending duplicate replies; different code paths and likely different fixes." }, { "left": "issue:63189", "right": "issue:63979", "accept": true, "reason": "These describe the same streaming session bug at different levels of specificity: UI stuck streaming forever vs gateway failing to clear the streaming flag." }, { "left": "issue:65189", "right": "issue:66423", "accept": false, "reason": "One is a UI-layer context leakage report, the other is tool-call tags rendered as plain text; the symptoms and likely causes do not match." }, { "left": "issue:65701", "right": "issue:67454", "accept": false, "reason": "Duplicate Telegram messages and empty assistant payloads are different failures, even if both affect Telegram/control surfaces." }, { "left": "issue:53587", "right": "issue:64534", "accept": false, "reason": "These are unrelated provider/configuration errors: one is an invalid OpenRouter model ID error, the other is the wrong default API mode for openai-codex." }, { "left": "issue:53335", "right": "issue:53959", "accept": false, "reason": "A /new session-reset bug and a tool-execution regression are different behaviors and do not look like the same underlying defect." }, { "left": "issue:63534", "right": "issue:64131", "accept": false, "reason": "Both mention dreaming/UI, but one is a config-schema rejection and the other is a page rendering/display issue; too different to treat as duplicates." }, { "left": "issue:66173", "right": "issue:66203", "accept": false, "reason": "Update lag on Umbrel and cron-induced model ID corruption are unrelated issues." }, { "left": "issue:62535", "right": "issue:65083", "accept": false, "reason": "Timezone validation in dreaming config and a misleading commands-CLI permission error are separate problems." }, { "left": "issue:63189", "right": "issue:64274", "accept": false, "reason": "Streaming never ending and MiniMax auth resolution from the wrong profile are unrelated bugs in different areas." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 377, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53384", "issue:53485", "issue:53498", "issue:53726", "issue:53956", "issue:63189", "issue:63883", "issue:64850", "issue:65768", "issue:65918", "issue:66006", "issue:66034", "issue:66177", "issue:66336", "issue:66381", "issue:66981", "issue:67081", "issue:67343" ], "soft_pairs": [ "issue:53384|issue:63189", "issue:53726|issue:66981", "issue:63883|issue:66034", "issue:64850|issue:66336", "issue:66006|issue:67081", "issue:65768|issue:65918", "issue:53485|issue:53498", "issue:66177|issue:66381", "issue:53956|issue:67343" ], "prepared_review_unit_hash": "7740570199f8d4d977b74dda7887c78eb535501b040614c080402af0e61d4d31", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13173, "estimated_input_tokens": 3294, "estimated_eval_tokens": 6844 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly heterogeneous. A few items share broad themes like streaming or chat UI rendering, but none look like the same concrete bug or change, so no soft-edge duplicates should be merged.", "confidence": 0.8, "canonical_issue_reason": "Issue 66381 is the clearest, most concrete bug report in the only loosely related UI-message-disappearance cluster, so it is the best single issue to anchor triage.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66381 is the most actionable and specific report here; the rest are either broader, ambiguous, or clearly unrelated.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53384", "right": "issue:63189", "accept": false, "reason": "Both mention streaming, but one is about dropping a text block when thinking/text content is present and the other is about the stream never ending; different symptoms and likely different code paths." }, { "left": "issue:53726", "right": "issue:66981", "accept": false, "reason": "Completely unrelated: antivirus/Trojan false positive versus browser timeout/gateway restart failure." }, { "left": "issue:63883", "right": "issue:66034", "accept": false, "reason": "Different subsystems and failures: group policy allowlist application versus Feishu trace delivery status." }, { "left": "issue:64850", "right": "issue:66336", "accept": false, "reason": "Both are agent spawn failures, but the reported causes differ materially: backend unavailable versus pairing-required error." }, { "left": "issue:66006", "right": "issue:67081", "accept": false, "reason": "Both involve webchat UX, but auto-scroll failure is not the same as delayed message insertion/display; likely separate bugs." }, { "left": "issue:65768", "right": "issue:65918", "accept": false, "reason": "Different products and paths: MiniMax web_search OAuth handling versus OpenAI provider wizard copy/hint text." }, { "left": "issue:53485", "right": "issue:53498", "accept": false, "reason": "No meaningful overlap: web chat record loss after update versus Telegram file/attachment forwarding from a host machine." }, { "left": "issue:66177", "right": "issue:66381", "accept": false, "reason": "Similar symptom of a message flashing/disappearing, but they are different UI surfaces with different regression contexts; not enough to treat as the same bug." }, { "left": "issue:53956", "right": "issue:67343", "accept": false, "reason": "Both involve leaked markup/tags, but one is MiniMax reasoning tags in assistant text and the other is a TTS closing tag leaking into a Telegram voice-note caption; different feature paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 378, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53426", "issue:53726", "issue:53753", "issue:53785", "issue:53883", "issue:62875", "issue:63787", "issue:64139", "issue:64775", "issue:65026", "issue:65321", "issue:65657", "issue:66202", "issue:66423", "issue:66624", "issue:66785", "issue:67072", "issue:67150" ], "soft_pairs": [ "issue:53753|issue:53883", "issue:53726|issue:64775", "issue:65026|issue:65657", "issue:53726|issue:66423", "issue:66624|issue:66785", "issue:63787|issue:64139", "issue:65321|issue:66202", "issue:53426|issue:53785", "issue:65657|issue:67072", "issue:53426|issue:62875", "issue:53726|issue:67150" ], "prepared_review_unit_hash": "01c7735f396bb2a8d2451bdb3f1e81025a8fc2840b0f26910d31377f9d994e8d", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 13627, "estimated_input_tokens": 3407, "estimated_eval_tokens": 7070 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is a grab-bag of mostly unrelated bug reports across different subsystems (plugins, control UI, onboarding, webchat, Telegram, TTS, completion, cron, packaging). None of the suggested soft pairs look like the same underlying defect; they only share broad area or superficial wording.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue is a good canonical representative for the whole set because the items do not cluster around one concrete bug or change.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53753", "right": "issue:53883", "accept": false, "reason": "Both are control-ui bugs, but one is a model-picker ID composition issue and the other is a SecretRef validation/save error; different code paths and symptoms." }, { "left": "issue:53726", "right": "issue:64775", "accept": false, "reason": "Completely different failures: antivirus/Trojan blocking versus an OAuth setup error for OpenClaw/Codex." }, { "left": "issue:65026", "right": "issue:65657", "accept": false, "reason": "Both involve message/channel handling, but one is webchat replies leaking to Discord and the other is Telegram labeling in session history; not the same bug." }, { "left": "issue:53726", "right": "issue:66423", "accept": false, "reason": "No concrete overlap; antivirus blocking Trojans is unrelated to tool-call tags being rendered as text." }, { "left": "issue:66624", "right": "issue:66785", "accept": false, "reason": "Both mention onboarding/setup UI, but one is a trim(undefined) crash during channel selection and the other is an overflow/scroll issue past model list items." }, { "left": "issue:63787", "right": "issue:64139", "accept": false, "reason": "Different command failures with no shared code path: scenario-pack path resolution versus exec crontab SIGKILL." }, { "left": "issue:65321", "right": "issue:66202", "accept": false, "reason": "Different subsystems and regressions: built-in TTS provider versus Ollama model availability after upgrade." }, { "left": "issue:53426", "right": "issue:53785", "accept": false, "reason": "Both are plugin/package-related, but one is a core-update plugin update failure and the other is a missing npm binary on Linux; not the same defect." }, { "left": "issue:65657", "right": "issue:67072", "accept": false, "reason": "Telegram session-labeling and webchat immediate-send display are distinct message UX bugs." }, { "left": "issue:53426", "right": "issue:62875", "accept": false, "reason": "Both are plugin packaging/update issues, but they affect different plugins with different missing artifacts and failure modes." }, { "left": "issue:53726", "right": "issue:67150", "accept": false, "reason": "Antivirus/Trojan blocking is unrelated to being stuck on channel selection during setup." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 379, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53498", "issue:53523", "issue:53697", "issue:53726", "issue:53766", "issue:53907", "issue:62505", "issue:63345", "issue:65189", "issue:65321", "issue:65322", "issue:65603", "issue:66034", "issue:66173", "issue:66406", "issue:66598", "issue:66907" ], "soft_pairs": [ "issue:53726|issue:65189", "issue:53295|issue:66034", "issue:62505|issue:66173", "issue:53498|issue:53907", "issue:65321|issue:65603", "issue:63345|issue:66406", "issue:53697|issue:53766", "issue:66598|issue:66907", "issue:53523|issue:65322" ], "prepared_review_unit_hash": "753dfde37a1ddb338ac043b372f07b3393ffc2fe688d49460f86635a78856d05", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13177, "estimated_input_tokens": 3295, "estimated_eval_tokens": 6846 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is mostly unrelated. The only plausible duplicate pair is the Feishu message-tool schema regression around incorrectly required fields; most other pairs share only a broad subsystem or vague UI symptoms and are too weak to merge.", "confidence": 0.79, "canonical_issue_reason": "issue:53697 is the clearest, most specific report of the Feishu schema regression and is already closed, making it the best issue to represent that bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:53697 is the strongest issue candidate overall: concrete title, clearly scoped bug, and likely the same regression as the related Feishu schema report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53726", "right": "issue:65189", "accept": false, "reason": "Unrelated products and symptoms: antivirus/Trojans vs OpenViking context leakage." }, { "left": "issue:53295", "right": "issue:66034", "accept": false, "reason": "Both mention Feishu, but one is a text-send schema requirement and the other is trace delivery failure; too little evidence of the same code-path bug." }, { "left": "issue:62505", "right": "issue:66173", "accept": false, "reason": "Different domains entirely: coding agent completion vs update lag." }, { "left": "issue:53498", "right": "issue:53907", "accept": false, "reason": "Telegram attachment handling vs WhatsApp version regression are unrelated." }, { "left": "issue:65321", "right": "issue:65603", "accept": false, "reason": "TTS provider breakage and Azure Foundry schema/tool-payload rejection are different failure modes." }, { "left": "issue:63345", "right": "issue:66406", "accept": false, "reason": "Matrix missing-keys report and Feishu reaction API invalid-type error are separate channel issues." }, { "left": "issue:53697", "right": "issue:53766", "accept": true, "reason": "Both describe Feishu message-tool schema regressions where optional action fields are incorrectly marked required; same underlying schema-generation bug is plausible." }, { "left": "issue:66598", "right": "issue:66907", "accept": false, "reason": "Both are UI flicker reports, but webchat message flicker and control UI input reappearing are too vague and appear to affect different surfaces." }, { "left": "issue:53523", "right": "issue:65322", "accept": false, "reason": "Matrix homeserver-induced core dump vs chat.history unavailable during startup are different gateway problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 380, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53536", "issue:53656", "issue:62627", "issue:62819", "issue:64671", "issue:64830", "issue:65322", "issue:65849", "issue:66381", "issue:66406", "issue:66433", "issue:66573", "issue:66598", "issue:66785", "issue:67100", "issue:67416", "issue:67485", "issue:67487" ], "soft_pairs": [ "issue:66381|issue:66598", "issue:53656|issue:66406", "issue:64671|issue:64830", "issue:65322|issue:66573", "issue:62627|issue:66433", "issue:53536|issue:67487", "issue:67416|issue:67485", "issue:66785|issue:67100", "issue:62819|issue:65849" ], "prepared_review_unit_hash": "e6ffdb1e77e9077b386da2e7113d09f6199c31ff2ff7d688014c5cd176fa3969", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13170, "estimated_input_tokens": 3293, "estimated_eval_tokens": 6842 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly heterogeneous: the only clear duplicate pair is the two WebChat flicker/disappearing-message reports. The other soft pairs share broad subsystems or wording, but they describe different concrete failures and should not be merged as duplicates.", "confidence": 0.89, "canonical_issue_reason": "issue:66381 is the best representative because it has the clearest one-to-one duplicate partner (66598) and the most direct symptom description for the WebChat flicker bug.", "canonical_pr_reason": null, "best_issue_reason": "issue:66381 is the strongest issue to keep as the cluster representative; it cleanly anchors the only high-confidence duplicate pair in this set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66381", "right": "issue:66598", "accept": true, "reason": "Same WebChat send/flicker symptom: message briefly disappears after send and reappears later; these look like the same bug." }, { "left": "issue:53656", "right": "issue:66406", "accept": false, "reason": "Both are Feishu-related, but one is a card-field validation bug and the other is a reactions API error; different code paths." }, { "left": "issue:64671", "right": "issue:64830", "accept": false, "reason": "Unrelated requests: a new CLI command versus a Web UI default-setting behavior change." }, { "left": "issue:65322", "right": "issue:66573", "accept": false, "reason": "Both mention chat.history/gateway startup, but one is an unavailable-service startup failure and the other is an oversized limit with no retry; not the same bug." }, { "left": "issue:62627", "right": "issue:66433", "accept": false, "reason": "Both are dependency/package issues, but they affect different packages and different failure modes; not one underlying defect." }, { "left": "issue:53536", "right": "issue:67487", "accept": false, "reason": "Different areas entirely: gateway model switching versus control UI image upload display." }, { "left": "issue:67416", "right": "issue:67485", "accept": false, "reason": "Both are Windows/environment-related, but one is a restart crash and the other is a broken bin symlink after update; distinct issues." }, { "left": "issue:66785", "right": "issue:67100", "accept": false, "reason": "Both involve onboarding/setup flows, but the reported failures are different UI bugs with different symptoms and causes." }, { "left": "issue:62819", "right": "issue:65849", "accept": false, "reason": "Both are message-send failures in channels, but one is a QQ cron/isolated-session problem and the other is a Discord modal-field requirement; not the same code-path bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 381, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53426", "issue:53455", "issue:53498", "issue:53672", "issue:53753", "issue:62627", "issue:63225", "issue:64844", "issue:65026", "issue:65129", "issue:65657", "issue:66006", "issue:66381", "issue:66744", "issue:66942", "issue:67072", "issue:67537", "issue:67585" ], "soft_pairs": [ "issue:63225|issue:66942", "issue:64844|issue:65129", "issue:65657|issue:66381", "issue:53455|issue:65026", "issue:66006|issue:67072", "issue:53498|issue:53672", "issue:53426|issue:62627", "issue:67537|issue:67585", "issue:53753|issue:66744" ], "prepared_review_unit_hash": "d5da53762b0a4e6791e2df64fbbf02ce2f27405f6b6f1a3a0c9f0216201db109", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13155, "estimated_input_tokens": 3289, "estimated_eval_tokens": 6834 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The candidates mostly describe unrelated bugs across different surfaces (webchat, Telegram, CLI/plugin loading, model selection, login). None of the soft pairs look like the same concrete underlying defect, so all duplicate edges are rejected.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single issue is a clear canonical representative because the set spans several unrelated problems; the safest choice is to avoid selecting a canonical issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63225", "right": "issue:66942", "accept": false, "reason": "Different failures: one is a missing module error for @buape/carbon, the other is an undefined.trim TypeError. No shared code-path is evident." }, { "left": "issue:64844", "right": "issue:65129", "accept": false, "reason": "Both involve model selection, but one is /new session default injection and the other is cron --model override handling. Related theme, but not the same concrete bug." }, { "left": "issue:65657", "right": "issue:66381", "accept": false, "reason": "Telegram session labeling and WebChat message flicker are distinct UI/history behaviors in different channels." }, { "left": "issue:53455", "right": "issue:65026", "accept": false, "reason": "WebChat metadata rendering and Discord leakage from webchat are different symptoms and different target integrations." }, { "left": "issue:66006", "right": "issue:67072", "accept": false, "reason": "Both are WebChat UX issues, but auto-scroll failure and delayed message rendering are separate code paths and not clearly the same defect." }, { "left": "issue:53498", "right": "issue:53672", "accept": false, "reason": "Telegram file-transfer/attachment handling is unrelated to the Control UI port 18789 failure." }, { "left": "issue:53426", "right": "issue:62627", "accept": false, "reason": "Both mention plugin/update breakage, but one is a specific lossless-claw update failure and the other is a bundled channel plugin dependency issue breaking CLI commands." }, { "left": "issue:67537", "right": "issue:67585", "accept": false, "reason": "Completely unrelated: GitHub sign-in failures vs a WhatsApp group feature request." }, { "left": "issue:53753", "right": "issue:66744", "accept": false, "reason": "Model picker ID concatenation in the UI and provider?.models?.some runtime failure in chat completions are different problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 382, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53426", "issue:53455", "issue:53498", "issue:53723", "issue:53946", "issue:63225", "issue:64374", "issue:64870", "issue:65026", "issue:65322", "issue:65791", "issue:66381", "issue:66619", "issue:66941", "issue:66945", "issue:67072", "issue:67092" ], "soft_pairs": [ "issue:53723|issue:64374", "issue:65322|issue:67092", "issue:53498|issue:66941", "issue:65026|issue:66381", "issue:63225|issue:66619", "issue:53426|issue:53946", "issue:63225|issue:66945", "issue:64870|issue:65791", "issue:53455|issue:67072" ], "prepared_review_unit_hash": "3d63020c93352597df26bbccca80d72da9012663d01677c6d599de7905c567e2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12664, "estimated_input_tokens": 3166, "estimated_eval_tokens": 6588 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: the soft matches only share broad surface areas like WebChat, Telegram, or plugin handling, but they do not describe the same underlying bug or fix. All soft edges should be rejected.", "confidence": 0.95, "canonical_issue_reason": "No single canonical issue fits this cluster well; the items are unrelated across auth, WebChat, Telegram, plugin loading, setup crashes, and feature requests.", "canonical_pr_reason": null, "best_issue_reason": "issue:67092 is the strongest standalone report: it is specific, has a clear failure mode, and points to a concrete reasoning-output parsing bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53723", "right": "issue:64374", "accept": false, "reason": "Different bugs: token expiry display glitch vs. Slack-style missing_scope on message read; separate auth/code paths." }, { "left": "issue:65322", "right": "issue:67092", "accept": false, "reason": "Different layers: gateway startup error vs malformed reasoning text leaking into assistant output." }, { "left": "issue:53498", "right": "issue:66941", "accept": false, "reason": "Different platforms and failures: Telegram file attachment handling vs WeChat gateway connection/startup." }, { "left": "issue:65026", "right": "issue:66381", "accept": false, "reason": "Both involve WebChat, but one is Discord leakage and the other is a temporary local rendering delay; not the same fix." }, { "left": "issue:63225", "right": "issue:66619", "accept": false, "reason": "Different failure modes: missing dependency/module resolution vs undefined trim during Telegram setup." }, { "left": "issue:53426", "right": "issue:53946", "accept": false, "reason": "Related plugin area, but one is core-update compatibility and the other is plugin-sdk path parsing; too different to merge." }, { "left": "issue:63225", "right": "issue:66945", "accept": false, "reason": "Missing module error and undefined-trim crash are unrelated setup/runtime issues." }, { "left": "issue:64870", "right": "issue:65791", "accept": false, "reason": "A feature request for a missing model is unrelated to adding an Exa apiKey secretRef." }, { "left": "issue:53455", "right": "issue:67072", "accept": false, "reason": "Both are WebChat bugs, but one is a metadata-block rendering issue and the other is delayed message display." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 383, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53354", "issue:53455", "issue:53498", "issue:53753", "issue:53824", "issue:62905", "issue:63725", "issue:64671", "issue:64830", "issue:65089", "issue:65657", "issue:65920", "issue:66034", "issue:66078", "issue:66336", "issue:66507", "issue:67081", "issue:67129" ], "soft_pairs": [ "issue:53753|issue:65920", "issue:53354|issue:66034", "issue:53455|issue:67081", "issue:64671|issue:67129", "issue:53824|issue:66336", "issue:53498|issue:66078", "issue:62905|issue:65089", "issue:65657|issue:66507", "issue:63725|issue:64830" ], "prepared_review_unit_hash": "53295ef1b9a062350acf18c01133e225ddaff2dc9159df3dc5e743e1760d86b2", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13192, "estimated_input_tokens": 3298, "estimated_eval_tokens": 6852 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the paired items share only broad surface themes (UI, channels, commands, config) but describe different bugs/features and different code paths. None of the soft edges look like true duplicates.", "confidence": 0.96, "canonical_issue_reason": "No clear canonical issue: the cluster mixes unrelated issues across UI, channel routing, config, CLI, and plugin/startup bugs, so picking any one item as the representative would be misleading.", "canonical_pr_reason": null, "best_issue_reason": "No single issue is a good cluster representative; there is no shared underlying bug or change tying these items together.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53753", "right": "issue:65920", "accept": false, "reason": "Both involve model configuration, but one is a Control UI picker bug and the other is config merging of the models list; different symptoms and code paths." }, { "left": "issue:53354", "right": "issue:66034", "accept": false, "reason": "Both mention slash commands in chat channels, but one is WebSocket slash-command interception and the other is Feishu /trace delivery handling; not the same bug." }, { "left": "issue:53455", "right": "issue:67081", "accept": false, "reason": "Both are Webchat UI problems, but one renders stray metadata and the other delays showing the user message; separate frontend issues." }, { "left": "issue:64671", "right": "issue:67129", "accept": false, "reason": "The first is a concrete CLI feature request; the second is an empty/unspecified feature stub. No evidence of the same change." }, { "left": "issue:53824", "right": "issue:66336", "accept": false, "reason": "Different isolated-runtime failures with different errors ('Unknown Channel' after restart vs 'pairing required' on spawn); not a shared code-path bug." }, { "left": "issue:53498", "right": "issue:66078", "accept": false, "reason": "Telegram file sending on one side and an Ollama memory-provider lookup error on the other are unrelated subsystems." }, { "left": "issue:62905", "right": "issue:65089", "accept": false, "reason": "Both are plugin startup/bundling breakages, but they involve different plugins and different dependency/export failures." }, { "left": "issue:65657", "right": "issue:66507", "accept": false, "reason": "Both concern channel metadata/session behavior, but one is Telegram labeling in history while the other is cross-channel session separation for WeChat/Feishu." }, { "left": "issue:63725", "right": "issue:64830", "accept": false, "reason": "One requests file upload in Web chat; the other requests default thinking/reasoning settings for new sessions. Different features, no duplicate signal." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 384, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53405", "issue:62732", "issue:62967", "issue:63225", "issue:64590", "issue:64704", "issue:64707", "issue:65808", "issue:66006", "issue:66323", "issue:66324", "issue:66358", "issue:66381", "issue:66619", "issue:66785", "issue:66848", "issue:66979" ], "soft_pairs": [ "issue:53405|issue:66323", "issue:53405|issue:66324", "issue:66619|issue:66785", "issue:62732|issue:62967", "issue:65808|issue:66979", "issue:63225|issue:66848", "issue:64704|issue:64707", "issue:66006|issue:66381", "issue:64590|issue:66358" ], "prepared_review_unit_hash": "d5bd0fa1a8ea89d7e5ec5e008ffe1d8cbf2f33e099d8873b8d319b029e05fc96", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12496, "estimated_input_tokens": 3124, "estimated_eval_tokens": 6504 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the soft-similarity pairs are mostly superficial matches on broad keywords like setup, webchat, Telegram, or generic errors, but they describe different bugs/features. I would reject all soft edges.", "confidence": 0.96, "canonical_issue_reason": "No clear canonical issue: the items span unrelated spam/promotional posts and distinct product bugs, so none cleanly represents the whole cluster.", "canonical_pr_reason": null, "best_issue_reason": "No strong global best issue exists because the cluster is not a duplicate set; if forced, any choice would misrepresent most of the items.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53405", "right": "issue:66323", "accept": false, "reason": "Both look like promotional/spam-style issues, but they are not the same underlying report; one is a WeChat group invite and the other is a different Chinese promo post." }, { "left": "issue:53405", "right": "issue:66324", "accept": false, "reason": "Same broad spam/promo tone, but not the same bug or request; these are distinct posts with different text and intent." }, { "left": "issue:66619", "right": "issue:66785", "accept": false, "reason": "Both involve setup flows, but one is a Telegram trim() crash and the other is a scrolling problem in the Umbrel setup wizard. Different code paths." }, { "left": "issue:62732", "right": "issue:62967", "accept": false, "reason": "Different LLM integration failures: one is a hardcoded HTTP timeout issue, the other is an unsupported reasoning_effort value for gpt-5-mini." }, { "left": "issue:65808", "right": "issue:66979", "accept": false, "reason": "A Telegram reaction/mention behavior change is unrelated to a sandbox limit feature request." }, { "left": "issue:63225", "right": "issue:66848", "accept": false, "reason": "Different failures: missing @buape/carbon module versus a TypeError from undefined.trim()." }, { "left": "issue:64704", "right": "issue:64707", "accept": false, "reason": "Unrelated services and symptoms: missing active-memory package versus Feishu gateway restart auto-creation." }, { "left": "issue:66006", "right": "issue:66381", "accept": false, "reason": "Both are WebChat UI bugs, but one is auto-scroll not working and the other is a message briefly disappearing after send. Not the same defect." }, { "left": "issue:64590", "right": "issue:66358", "accept": false, "reason": "Different features and failures: narrative generation missing idempotencyKey versus redundant sessions after sweep." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 385, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53354", "issue:53455", "issue:53815", "issue:53960", "issue:62535", "issue:62732", "issue:63101", "issue:63440", "issue:64395", "issue:64771", "issue:65129", "issue:65534", "issue:66151", "issue:66381", "issue:66785", "issue:66979", "issue:67116", "issue:67237" ], "soft_pairs": [ "issue:53354|issue:53960", "issue:53455|issue:53815", "issue:65129|issue:65534", "issue:66151|issue:66785", "issue:62732|issue:63440", "issue:62535|issue:63101", "issue:66979|issue:67116", "issue:64395|issue:67237", "issue:64771|issue:66381" ], "prepared_review_unit_hash": "86ae102ef44b4c9e195cc48d663e184d456129a245818a38c9bcceed4b09aac9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13162, "estimated_input_tokens": 3291, "estimated_eval_tokens": 6838 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is not a duplicate set: the paired issues span unrelated bugs and features across different subsystems (WebChat, timeouts, config validation, messaging, UI). No soft-edge pair looks like the same underlying change or defect.", "confidence": 0.95, "canonical_issue_reason": "No true canonical issue stands out because the cluster is heterogeneous; if one must be named, #53354 is the most concrete and well-scoped bug report, but it does not represent the rest of the items.", "canonical_pr_reason": null, "best_issue_reason": "#53354 is the strongest standalone issue candidate only in the sense that it is specific and actionable; however, it is not a good global representative because the cluster does not share one underlying problem.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53354", "right": "issue:53960", "accept": false, "reason": "Both involve webchat message handling, but one is slash-command interception over WebSocket and the other is stripping a reply tag; different code paths and symptoms." }, { "left": "issue:53455", "right": "issue:53815", "accept": false, "reason": "One is a UI metadata rendering problem and the other is a reconnect/update failure after a WhatsApp gateway 428; not the same bug." }, { "left": "issue:65129", "right": "issue:65534", "accept": false, "reason": "Cron model override being ignored is unrelated to models list filtering of reasoning-capable models." }, { "left": "issue:66151", "right": "issue:66785", "accept": false, "reason": "A missing subagent runtime module error is unrelated to a setup wizard scrolling issue." }, { "left": "issue:62732", "right": "issue:63440", "accept": false, "reason": "Both mention timeouts, but one is config not controlling LLM HTTP timeout and the other is session state not updating after a timeout; distinct failures." }, { "left": "issue:62535", "right": "issue:63101", "accept": false, "reason": "Timezone schema rejection and Feishu config validation after upgrade are different configuration problems in different areas." }, { "left": "issue:66979", "right": "issue:67116", "accept": false, "reason": "Sandbox limits and local-time default for logs are unrelated feature requests." }, { "left": "issue:64395", "right": "issue:67237", "accept": false, "reason": "A weixin message-limit bug and a vague general bug report are not the same underlying issue." }, { "left": "issue:64771", "right": "issue:66381", "accept": false, "reason": "Control UI disconnects over time and a message briefly disappearing after send are different UI/session behaviors." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 386, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53354", "issue:53405", "issue:53455", "issue:53485", "issue:53739", "issue:53766", "issue:53798", "issue:53813", "issue:64395", "issue:65304", "issue:65747", "issue:65920", "issue:66325", "issue:66409", "issue:66669", "issue:67406" ], "soft_pairs": [ "issue:53455|issue:66669", "issue:65920|issue:67406", "issue:65747|issue:66409", "issue:53405|issue:66325", "issue:53485|issue:66409", "issue:65304|issue:66409", "issue:53354|issue:53798", "issue:53354|issue:53739", "issue:53739|issue:64395", "issue:53295|issue:53766", "issue:53813|issue:64395" ], "prepared_review_unit_hash": "ceff9ebb6f286327482f0f14cc66b940dc6ab52d0e03f44aca42f3dd6edb47e9", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 11, "serialized_chars": 13416, "estimated_input_tokens": 3354, "estimated_eval_tokens": 6964 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a true duplicate set: it mixes unrelated bugs across Feishu, webchat UI, Windows tool execution, Weixin, config merging, and deployment/help topics. The soft pairs are only loosely similar by subsystem, not the same underlying defect.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53455", "right": "issue:66669", "accept": false, "reason": "Both involve webchat UI, but one is about stray markup after replies and the other is about missing user image rendering; different symptoms and likely different code paths." }, { "left": "issue:65920", "right": "issue:67406", "accept": false, "reason": "Config list merging and Ollama vision model recognition are unrelated bugs; no shared concrete failure mode." }, { "left": "issue:65747", "right": "issue:66409", "accept": false, "reason": "DingTalk/Feishu stream-mode connection failure is not the same as web UI lag and over-output prompts." }, { "left": "issue:53405", "right": "issue:66325", "accept": false, "reason": "One is a Weixin interaction-group issue, the other is a generic one-click deployment request; not the same bug or change." }, { "left": "issue:53485", "right": "issue:66409", "accept": false, "reason": "Lost chat history after upgrade and frequent webchat freezing are separate problems." }, { "left": "issue:65304", "right": "issue:66409", "accept": false, "reason": "Windows tool-call failures due to missing parameters are different from web page stuttering and repeated 'too much output' prompts." }, { "left": "issue:53354", "right": "issue:53798", "accept": false, "reason": "Slash commands being forwarded to the LLM and Feishu voice duration display are unrelated." }, { "left": "issue:53354", "right": "issue:53739", "accept": false, "reason": "WebSocket slash-command interception and Feishu MI message delivery after upgrade are different code paths and symptoms." }, { "left": "issue:53739", "right": "issue:64395", "accept": false, "reason": "Feishu message response failure and Weixin rate/limit behavior are unrelated channel issues." }, { "left": "issue:53295", "right": "issue:53766", "accept": false, "reason": "Both mention message-tool validation, but one is about missing card for text-only sends and the other about react actions wrongly requiring buttons; different parameters and action types." }, { "left": "issue:53813", "right": "issue:64395", "accept": false, "reason": "Exec-tool parameter loss across consecutive calls is not related to Weixin message throughput limits." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 387, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53295", "issue:53592", "issue:53798", "issue:53824", "issue:54076", "issue:64362", "issue:64395", "issue:64590", "issue:64671", "issue:64763", "issue:65657", "issue:66409", "issue:66501", "issue:66866", "issue:67081", "issue:67116", "issue:67198", "issue:67422" ], "soft_pairs": [ "issue:64671|issue:66501", "issue:53798|issue:64395", "issue:53592|issue:53824", "issue:53295|issue:65657", "issue:64590|issue:67198", "issue:66409|issue:66866", "issue:64763|issue:66501", "issue:64395|issue:67422", "issue:64763|issue:67116", "issue:54076|issue:66409", "issue:64362|issue:67081" ], "prepared_review_unit_hash": "c0510e16ff67f65e06e5c2394912fea7dcb324c94e23c3a15c17670ddb62eabd", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 13800, "estimated_input_tokens": 3450, "estimated_eval_tokens": 7156 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items are mostly unrelated bugs/features across different channels and subsystems; none of the soft-similarity pairs look like true duplicates or mergeable PR-equivalents.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No clear canonical duplicate among this mixed set. If forced to pick a representative standalone issue, #53295 is the most concrete and well-scoped bug report, but it does not cover the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64671", "right": "issue:66501", "accept": false, "reason": "Different requests: add a CLI listing command vs. a session startup hook; only loosely related as features." }, { "left": "issue:53798", "right": "issue:64395", "accept": false, "reason": "Different channels and failures: Feishu voice duration display vs. Weixin message-count limit." }, { "left": "issue:53592", "right": "issue:53824", "accept": false, "reason": "AWS auth mode failure in /btw is unrelated to isolated cron delivery losing channel state after restart." }, { "left": "issue:53295", "right": "issue:65657", "accept": false, "reason": "Both involve messaging, but one is a Feishu text-send/card requirement and the other is Telegram history labeling; not the same bug." }, { "left": "issue:64590", "right": "issue:67198", "accept": false, "reason": "Memory-core schema validation failure is unrelated to a Feishu send-action constant assignment error." }, { "left": "issue:66409", "right": "issue:66866", "accept": false, "reason": "Both mention repeated/overloaded behavior, but one is a webchat UI prompt issue and the other is Discord Gateway RESUME churn on carbon." }, { "left": "issue:64763", "right": "issue:66501", "accept": false, "reason": "Config skill-version update request is not the same as adding a session lifecycle hook." }, { "left": "issue:64395", "right": "issue:67422", "accept": false, "reason": "Weixin's 10-message limit is unrelated to webchat streaming delays in new sessions." }, { "left": "issue:64763", "right": "issue:67116", "accept": false, "reason": "A skills-version update feature request is unrelated to changing the default timezone for logs follow mode." }, { "left": "issue:54076", "right": "issue:66409", "accept": false, "reason": "Login redirect loop after account deletion is unrelated to a Chinese webchat UI lag/too-many-output complaint." }, { "left": "issue:64362", "right": "issue:67081", "accept": false, "reason": "Dead-pid session lock cleanup causing lost agent response is a different failure mode from delayed display of the user's message in webchat." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 388, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53536", "issue:53556", "issue:62875", "issue:63101", "issue:63787", "issue:64374", "issue:64707", "issue:64763", "issue:64794", "issue:65431", "issue:65768", "issue:65808", "issue:66317", "issue:66433", "issue:67028", "issue:67301", "issue:67416", "issue:67530" ], "soft_pairs": [ "issue:64763|issue:65808", "issue:64794|issue:66433", "issue:53556|issue:66317", "issue:67301|issue:67530", "issue:53536|issue:67028", "issue:63787|issue:64374", "issue:65431|issue:65768", "issue:64707|issue:67416", "issue:62875|issue:63101" ], "prepared_review_unit_hash": "c04d38faaa01a4820c6b9b439ee163eea369b086c86907dc5e75d96b23dbf2a5", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13076, "estimated_input_tokens": 3269, "estimated_eval_tokens": 6794 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are not duplicates of one another; they span unrelated bugs/features across Telegram, Feishu, Minimax, OpenClaw, WebChat, UI, and gateway restart behavior. All soft-edge pairs should be rejected.", "confidence": 0.97, "canonical_issue_reason": "No single canonical issue: the cluster is heterogeneous and the pairwise candidates do not share the same underlying bug or change.", "canonical_pr_reason": "No pull requests are present in this cluster.", "best_issue_reason": "issue:64794 is the clearest, most concrete standalone bug report in the set, but it is only a representative example, not a true duplicate hub for the cluster.", "best_pr_reason": "No pull requests are present in this cluster.", "soft_edge_verdicts": [ { "left": "issue:64763", "right": "issue:65808", "accept": false, "reason": "OpenClaw config-skill update vs Telegram reaction/requireMention behavior; different products and code paths." }, { "left": "issue:64794", "right": "issue:66433", "accept": false, "reason": "Minimax OAuth configPatch omission in the wizard vs node-llama-cpp being removed on upgrade; unrelated failures." }, { "left": "issue:53556", "right": "issue:66317", "accept": false, "reason": "Backward-compatibility suggestion vs a deployment/how-to post; no shared bug/change." }, { "left": "issue:67301", "right": "issue:67530", "accept": false, "reason": "Session LABEL reset on compaction/restart vs Anthropic context meter showing 0%; state persistence vs UI display." }, { "left": "issue:53536", "right": "issue:67028", "accept": false, "reason": "Gateway API model-switch flow issue vs WebChat message disappearing after brief display; different symptoms and subsystems." }, { "left": "issue:63787", "right": "issue:64374", "accept": false, "reason": "Completion-command path resolution bug vs missing_scope on message(action=read); different commands and authorization/path issues." }, { "left": "issue:65431", "right": "issue:65768", "accept": false, "reason": "Image-input support mismatch vs Minimax web_search OAuth token usage; unrelated tool integrations." }, { "left": "issue:64707", "right": "issue:67416", "accept": false, "reason": "Feishu default account creation on restart vs Windows gateway restart crash; both mention restart but not the same bug." }, { "left": "issue:62875", "right": "issue:63101", "accept": false, "reason": "Telegram plugin packaging missing src/ vs Feishu channel config validation after upgrade; different providers and failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 389, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53556", "issue:53753", "issue:62732", "issue:63534", "issue:64707", "issue:65790", "issue:65846", "issue:65920", "issue:66191", "issue:66319", "issue:66433", "issue:67048", "issue:67106", "issue:67120", "issue:67343", "issue:67530", "issue:67573", "issue:67585" ], "soft_pairs": [ "issue:65920|issue:67573", "issue:63534|issue:67585", "issue:53556|issue:66319", "issue:65790|issue:66191", "issue:64707|issue:66433", "issue:67048|issue:67120", "issue:67343|issue:67530", "issue:65846|issue:67106", "issue:53753|issue:62732" ], "prepared_review_unit_hash": "bbcdb46dd2f27f1ae8eb8a26b60ed44ac67437be7f1392286cea064165d82352", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 13272, "estimated_input_tokens": 3318, "estimated_eval_tokens": 6892 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a duplicate set; it contains unrelated issues spanning config, UI, messaging channels, agents, and deployment. None of the soft pairs look like the same underlying bug/change.", "confidence": 0.95, "canonical_issue_reason": "No single canonical issue: the items are heterogeneous and do not share one concrete problem statement.", "canonical_pr_reason": null, "best_issue_reason": "No global best issue candidate is suitable because there is no coherent duplicate cluster to canonicalize.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65920", "right": "issue:67573", "accept": false, "reason": "Both mention model/config behavior, but one is about merging the models list while the other is about /new and /reset clearing a session-level override; different code paths and fixes." }, { "left": "issue:63534", "right": "issue:67585", "accept": false, "reason": "Completely unrelated: UI layout bug versus a promotional/community feature request." }, { "left": "issue:53556", "right": "issue:66319", "accept": false, "reason": "Different topics entirely: backward-compatibility config suggestion versus a one-click deployment feature request." }, { "left": "issue:65790", "right": "issue:66191", "accept": false, "reason": "Both involve media, but one is a web UI image attachment bug and the other is Telegram group-chat media stripping; different surfaces and likely different causes." }, { "left": "issue:64707", "right": "issue:66433", "accept": false, "reason": "Feishu gateway restart/default account behavior is unrelated to upgrading and removing node-llama-cpp for local embeddings." }, { "left": "issue:67048", "right": "issue:67120", "accept": false, "reason": "Different integrations and failures: @mention bot-response filtering in group chats versus Feishu voice transcription returning a raw file_key." }, { "left": "issue:67343", "right": "issue:67530", "accept": false, "reason": "Telegram TTS caption leakage is unrelated to Claude context-window meter showing 0%." }, { "left": "issue:65846", "right": "issue:67106", "accept": false, "reason": "CLI process lifecycle bug versus Safari UI text-disappearing bug; not the same underlying issue." }, { "left": "issue:53753", "right": "issue:62732", "accept": false, "reason": "Both are model-related, but one is a Control UI picker mix-up and the other is a hardcoded LLM request timeout; separate problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 390, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53291", "issue:53405", "issue:53455", "issue:64256", "issue:64421", "issue:64771", "issue:64844", "issue:65846", "issue:66006", "issue:66154", "issue:66222", "issue:66381", "issue:66507", "issue:66642", "issue:66643", "issue:66979", "issue:67530", "issue:67585" ], "soft_pairs": [ "issue:64421|issue:66507", "issue:53455|issue:66154", "issue:53291|issue:53405", "issue:53455|issue:64771", "issue:64771|issue:66006", "issue:65846|issue:66381", "issue:66507|issue:67530", "issue:66643|issue:67585", "issue:66642|issue:67585", "issue:64256|issue:64844", "issue:66222|issue:66979" ], "prepared_review_unit_hash": "41fc03c0159d6e911eca669947cd27a68042820adbfe0149e19a6b2bd871fd68", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 13488, "estimated_input_tokens": 3372, "estimated_eval_tokens": 7000 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like a real duplicate: the two OpenClaw WeChat group issues. All other pairs are about different bugs/features and should stay separate.", "confidence": 0.96, "canonical_issue_reason": "issue:53405 is the cleaner canonical duplicate of issue:53291: same OpenClaw WeChat group request, normalized title, and it is still open so it is the better tracking issue.", "canonical_pr_reason": null, "best_issue_reason": "issue:53405 is the best issue to keep as the representative because it matches issue:53291 exactly and is the active/open copy.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64421", "right": "issue:66507", "accept": false, "reason": "Different problems: cron.add scope error messaging vs channel session separation." }, { "left": "issue:53455", "right": "issue:66154", "accept": false, "reason": "Different bugs: metadata block rendering vs HEARTBEAT_OK messages leaking across sessions." }, { "left": "issue:53291", "right": "issue:53405", "accept": true, "reason": "Same request/duplicate issue; titles differ only by spacing/casing and both refer to the OpenClaw WeChat exchange group." }, { "left": "issue:53455", "right": "issue:64771", "accept": false, "reason": "Different UI bugs: metadata block display vs chat disconnect over time." }, { "left": "issue:64771", "right": "issue:66006", "accept": false, "reason": "Different symptoms and code paths: disconnecting chat vs auto-scroll failing." }, { "left": "issue:65846", "right": "issue:66381", "accept": false, "reason": "Different behavior: CLI process exit vs temporary message disappearance in WebChat." }, { "left": "issue:66507", "right": "issue:67530", "accept": false, "reason": "Different issues: session leakage between channels vs Claude context meter showing 0%." }, { "left": "issue:66643", "right": "issue:67585", "accept": false, "reason": "Unrelated topics: alternatives to free credits vs a WhatsApp group request." }, { "left": "issue:66642", "right": "issue:67585", "accept": false, "reason": "Unrelated topics: alternatives to free credits vs a WhatsApp group request." }, { "left": "issue:64256", "right": "issue:64844", "accept": false, "reason": "Different session/model bugs: wrong session routing in TUI vs wrong default model injection on /new session." }, { "left": "issue:66222", "right": "issue:66979", "accept": false, "reason": "Different scope: multi-agent collaboration feature vs sandbox limit feature." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 391, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53235", "issue:53291", "issue:53405", "issue:53536", "issue:53724", "issue:53749", "issue:63219", "issue:63440", "issue:63718", "issue:64362", "issue:64410", "issue:64671", "issue:64830", "issue:64844", "issue:65920", "issue:66642", "issue:66643", "issue:66979" ], "soft_pairs": [ "issue:64830|issue:66643", "issue:53405|issue:66642", "issue:64830|issue:66642", "issue:64844|issue:65920", "issue:63440|issue:64410", "issue:53291|issue:66642", "issue:53536|issue:63718", "issue:63219|issue:64671", "issue:53724|issue:53749", "issue:53405|issue:66979", "issue:53405|issue:66643", "issue:53235|issue:64362", "issue:53291|issue:66643" ], "prepared_review_unit_hash": "fb1edb653ffd96cee9575d1e85ee1895cd8bddd5efc66053855230660c230c18", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 13, "serialized_chars": 14010, "estimated_input_tokens": 3503, "estimated_eval_tokens": 7262 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: most items are unrelated feature requests, community/meta issues, or distinct bugs. None of the soft pairs look like the same underlying problem, so I would not merge any of them as duplicates.", "confidence": 0.88, "canonical_issue_reason": "Issue 64844 is the most concrete, actionable bug report in the set: it names a specific path (/new session) and a specific bad behavior (ignoring agents.defaults.model.primary and injecting the wrong model).", "canonical_pr_reason": null, "best_issue_reason": "64844 has the clearest reproducible bug signal and the most precise scope; it would be the best standalone issue to anchor triage, even though the cluster itself does not appear to be a true duplicate set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64830", "right": "issue:66643", "accept": false, "reason": "Different topics entirely: web UI session defaults vs a discussion of alternatives to free credits." }, { "left": "issue:53405", "right": "issue:66642", "accept": false, "reason": "One is a WeChat group/community contact issue; the other is a feature/discussion about alternatives to free credits." }, { "left": "issue:64830", "right": "issue:66642", "accept": false, "reason": "Session-default behavior in the web UI is unrelated to free-credit alternatives." }, { "left": "issue:64844", "right": "issue:65920", "accept": false, "reason": "Both involve model/config settings, but they describe different bugs: wrong model injected on new session vs config overwriting the models list instead of merging." }, { "left": "issue:63440", "right": "issue:64410", "accept": false, "reason": "Different failure modes and code paths: timeout state cleanup vs message-queue delivery loops." }, { "left": "issue:53291", "right": "issue:66642", "accept": false, "reason": "A community/skill issue is not the same as a free-credit alternatives discussion." }, { "left": "issue:53536", "right": "issue:63718", "accept": false, "reason": "Gateway API model-switching failure and Gateway WS one-way timeout are related infrastructure areas but not the same concrete bug." }, { "left": "issue:63219", "right": "issue:64671", "accept": false, "reason": "A feature request for \"Mythos\" is unrelated to adding an openclaw skills list CLI command." }, { "left": "issue:53724", "right": "issue:53749", "accept": false, "reason": "Both concern message tools, but the reported failures are different: a Feishu card-required-property error vs schema incorrectly requiring buttons for all actions." }, { "left": "issue:53405", "right": "issue:66979", "accept": false, "reason": "A WeChat group/community issue is unrelated to sandbox limit functionality." }, { "left": "issue:53405", "right": "issue:66643", "accept": false, "reason": "Community contact issue vs a free-credits alternatives discussion; no shared bug or change." }, { "left": "issue:53235", "right": "issue:64362", "accept": false, "reason": "UI rendering disappearance and post-tool-execution response loss are distinct problems with different failure points." }, { "left": "issue:53291", "right": "issue:66643", "accept": false, "reason": "A skill/community issue is not a duplicate of a free-credits alternatives issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 392, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53405", "issue:53556", "issue:53724", "issue:53766", "issue:54070", "issue:63725", "issue:64588", "issue:64590", "issue:65483", "issue:65791", "issue:66501", "issue:67106", "issue:67116", "issue:67128", "issue:67343", "issue:67416", "issue:67585" ], "soft_pairs": [ "issue:53724|issue:53766", "issue:64588|issue:65483", "issue:53405|issue:67585", "issue:53724|issue:54070", "issue:67106|issue:67343", "issue:66501|issue:67128", "issue:64590|issue:67416", "issue:65791|issue:67116", "issue:53556|issue:63725" ], "prepared_review_unit_hash": "81cb5a6eb86feca4fdc401e07bbf1bcbca54be98ec74a27d9c547dc82017661e", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 12461, "estimated_input_tokens": 3116, "estimated_eval_tokens": 6488 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No duplicate cluster here: the items span unrelated community posts, feature requests, and distinct bug reports. All soft-edge candidates should be rejected.", "confidence": 0.97, "canonical_issue_reason": "No canonical issue: the items are not the same underlying bug/change and do not form a coherent duplicate set.", "canonical_pr_reason": null, "best_issue_reason": "No strong global best issue exists because the cluster is heterogeneous; if forced, issue 53724 is the most concrete bug report, but it is not representative of the rest.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53724", "right": "issue:53766", "accept": false, "reason": "Both are message-tool bugs, but they describe different validation failures: missing card property vs. react action wrongly requiring buttons." }, { "left": "issue:64588", "right": "issue:65483", "accept": false, "reason": "Both are feature requests around collaboration/session behavior, but one is cross-session memory sharing and the other is Telegram topic-based isolation." }, { "left": "issue:53405", "right": "issue:67585", "accept": false, "reason": "These are different community promotion posts for different chat groups (WeChat vs WhatsApp), not the same issue/change." }, { "left": "issue:53724", "right": "issue:54070", "accept": false, "reason": "Same broad message tool area, but the concrete problems differ: Feishu card schema error vs. requiring an empty buttons array when not using interactive buttons." }, { "left": "issue:67106", "right": "issue:67343", "accept": false, "reason": "Different code paths and symptoms: Safari UI text disappearing on tool results versus TTS closing-tag leakage into a Telegram voice-note caption." }, { "left": "issue:66501", "right": "issue:67128", "accept": false, "reason": "Both are Telegram/session-related features, but one asks for an agent/session startup hook and the other for a usage command or stats panel." }, { "left": "issue:64590", "right": "issue:67416", "accept": false, "reason": "A memory-core missing-property error and a Windows gateway restart crash are unrelated bugs with different subsystems and failures." }, { "left": "issue:65791", "right": "issue:67116", "accept": false, "reason": "Adding Exa apiKey to secretRef is unrelated to changing the default timezone behavior of `openclaw logs --follow`." }, { "left": "issue:53556", "right": "issue:63725", "accept": false, "reason": "These are different feature requests in different areas: backward-compatibility guidance versus adding web chat file upload." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 393, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53291", "issue:53409", "issue:53556", "issue:53587", "issue:63440", "issue:63725", "issue:64256", "issue:64707", "issue:64741", "issue:64830", "issue:65808", "issue:66091", "issue:66325", "issue:66358", "issue:66979", "issue:67116", "issue:67301", "issue:67585" ], "soft_pairs": [ "issue:66358|issue:67301", "issue:53409|issue:64707", "issue:53291|issue:67585", "issue:53556|issue:64830", "issue:66325|issue:66979", "issue:64830|issue:66091", "issue:63725|issue:64741", "issue:53587|issue:63440", "issue:65808|issue:67116", "issue:63440|issue:64256" ], "prepared_review_unit_hash": "306d1fb922387a757c532428409d02eea2a1df436df2c02a5aaa33bd2e770897", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13519, "estimated_input_tokens": 3380, "estimated_eval_tokens": 7016 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated issues and feature requests; all proposed soft edges look like false positives. No PRs are present in this cluster.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue 63440 is the strongest standalone candidate because it is a concrete, actionable bug report with a clear failure mode and likely root-cause direction.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66358", "right": "issue:67301", "accept": false, "reason": "Both mention sessions and state resets, but one is about redundant sessions after sweep and the other about custom LABEL being lost after compaction/restart; different symptoms and code paths." }, { "left": "issue:53409", "right": "issue:64707", "accept": false, "reason": "Different integrations and behaviors: Telegram approval visibility vs Feishu default account creation on restart. No shared underlying bug." }, { "left": "issue:53291", "right": "issue:67585", "accept": false, "reason": "Both are community/group announcements, but they refer to different chat platforms and are not the same bug or change." }, { "left": "issue:53556", "right": "issue:64830", "accept": false, "reason": "Both are feature requests around configuration defaults, but one is about backward compatibility generally and the other about Web UI session defaults; too broad to be the same change." }, { "left": "issue:66325", "right": "issue:66979", "accept": false, "reason": "One is about one-click deployment for beginners, the other about sandbox limits; unrelated request scopes." }, { "left": "issue:64830", "right": "issue:66091", "accept": false, "reason": "Web UI default reasoning/thinking settings vs slower agent response speed are different concerns and would not merge into one fix." }, { "left": "issue:63725", "right": "issue:64741", "accept": false, "reason": "File upload in web chat and inability to update via web interface are unrelated feature/support topics." }, { "left": "issue:53587", "right": "issue:63440", "accept": false, "reason": "OpenRouter model ID error handling vs session stuck running after timeout are distinct bugs affecting different parts of the system." }, { "left": "issue:65808", "right": "issue:67116", "accept": false, "reason": "Telegram mention/reaction behavior and log timestamp default are unrelated features." }, { "left": "issue:63440", "right": "issue:64256", "accept": false, "reason": "Both involve session behavior, but one is a timeout state bug and the other is wrong-session routing during TUI agent switching; separate code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 394, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53291", "issue:53354", "issue:53556", "issue:53873", "issue:53958", "issue:63175", "issue:63440", "issue:64740", "issue:64830", "issue:65790", "issue:65791", "issue:65808", "issue:66053", "issue:66222", "issue:66325", "issue:66501", "issue:67043", "issue:67048" ], "soft_pairs": [ "issue:64830|issue:65791", "issue:65790|issue:66053", "issue:53556|issue:67048", "issue:53873|issue:63175", "issue:53354|issue:63440", "issue:64740|issue:65808", "issue:53291|issue:66325", "issue:53958|issue:65808", "issue:53958|issue:65791", "issue:53556|issue:67043", "issue:66222|issue:66501" ], "prepared_review_unit_hash": "81d03719431fadb760c784c0999184b9245ac95859a80f88d5414093c4688a60", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 13643, "estimated_input_tokens": 3411, "estimated_eval_tokens": 7078 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is a mix of unrelated issues. None of the soft pairs describe the same underlying bug or feature change closely enough to merge, and there are no PRs to compare.", "confidence": 0.94, "canonical_issue_reason": "issue:53354 is the most concrete, reproducible bug report here, with a clear code path (WebSocket slash-command interception) and explicit expected vs. actual behavior.", "canonical_pr_reason": null, "best_issue_reason": "issue:53354 is the strongest standalone issue for triage because it is narrowly scoped, actionable, and easy to reproduce.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64830", "right": "issue:65791", "accept": false, "reason": "Different feature requests: session defaults for thinking/reasoning vs adding Exa apiKey to secretRef." }, { "left": "issue:65790", "right": "issue:66053", "accept": false, "reason": "Unrelated media delivery problems in different channels: image attachments vs WhatsApp voice-note delivery." }, { "left": "issue:53556", "right": "issue:67048", "accept": false, "reason": "Both mention compatibility or chat behavior, but they target different changes: config backward-compatibility guidance vs @mention filtering for bot replies." }, { "left": "issue:53873", "right": "issue:63175", "accept": false, "reason": "Completely different bugs: a CVE/GHSA security request vs Ollama request timeout behavior." }, { "left": "issue:53354", "right": "issue:63440", "accept": false, "reason": "Both involve session/runtime behavior, but one is slash-command forwarding over WebSocket and the other is timeout cleanup leaving state stuck." }, { "left": "issue:64740", "right": "issue:65808", "accept": false, "reason": "Security-layer bypass report is unrelated to separating Telegram reaction handling from requireMention." }, { "left": "issue:53291", "right": "issue:66325", "accept": false, "reason": "A Chinese community post and a one-click deployment proposal are unrelated." }, { "left": "issue:53958", "right": "issue:65808", "accept": false, "reason": "Showing config file path in Overview is unrelated to Telegram reaction/requireMention behavior." }, { "left": "issue:53958", "right": "issue:65791", "accept": false, "reason": "Different features: config file path display vs Exa secretRef support." }, { "left": "issue:53556", "right": "issue:67043", "accept": false, "reason": "Backward-compatibility configuration suggestions are not the same change as skill dependency auto-detection and prompt transparency." }, { "left": "issue:66222", "right": "issue:66501", "accept": false, "reason": "Both are feature ideas around agents, but one is multi-agent collaboration and the other is a session lifecycle hook; they are distinct changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 395, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53409", "issue:53556", "issue:53584", "issue:53815", "issue:53873", "issue:53932", "issue:63219", "issue:64341", "issue:64740", "issue:64876", "issue:65808", "issue:66034", "issue:66325", "issue:66381", "issue:66507", "issue:67116", "issue:67301", "issue:67537" ], "soft_pairs": [ "issue:53815|issue:67301", "issue:53932|issue:65808", "issue:64740|issue:67116", "issue:53409|issue:66507", "issue:53873|issue:64341", "issue:64876|issue:66381", "issue:63219|issue:67537", "issue:53584|issue:53873", "issue:53556|issue:66325", "issue:66034|issue:66381" ], "prepared_review_unit_hash": "87215223190e54298b9c08b65471756d112385ae72845c41a4e7d358da43f8c6", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 13632, "estimated_input_tokens": 3408, "estimated_eval_tokens": 7072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster appears to be a mixed bag of unrelated issues; none of the soft similarity pairs look like the same underlying bug or feature change, so all proposed duplicate links are rejected.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue:66381 is the clearest, most self-contained bug report in the set, with a specific repro, user-visible symptom, and closed state, so it is the best standalone reference issue if one must be chosen.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53815", "right": "issue:67301", "accept": false, "reason": "Both mention gateway/state persistence, but one is about Web UI message updates after WhatsApp reconnect and the other is about session LABEL reset after compaction/restart; different symptoms and likely different code paths." }, { "left": "issue:53932", "right": "issue:65808", "accept": false, "reason": "Different channels and different behaviors: Slack image optimization vs Telegram mention/reaction handling. Not the same bug or change." }, { "left": "issue:64740", "right": "issue:67116", "accept": false, "reason": "Completely unrelated topics: a security-layer bypass report versus a log time-zone preference request." }, { "left": "issue:53409", "right": "issue:66507", "accept": false, "reason": "Both are channel-related, but one is about Telegram exec approval visibility and the other about WeChat/Feishu session separation; they do not describe the same defect." }, { "left": "issue:53873", "right": "issue:64341", "accept": false, "reason": "A CVE/GHSA request is unrelated to a blank-titled bug report." }, { "left": "issue:64876", "right": "issue:66381", "accept": false, "reason": "One is about duplicated agent text within a message, the other about a WebChat message briefly disappearing after send; different user-visible bugs." }, { "left": "issue:63219", "right": "issue:67537", "accept": false, "reason": "Unrelated feature request and GitHub login failure; no shared underlying issue." }, { "left": "issue:53584", "right": "issue:53873", "accept": false, "reason": "A macOS chat scroll-position bug is unrelated to a CVE request." }, { "left": "issue:53556", "right": "issue:66325", "accept": false, "reason": "These are both feature requests, but they cover different products/problems: compatibility guidance versus a one-click deployment solution." }, { "left": "issue:66034", "right": "issue:66381", "accept": false, "reason": "Feishu /trace delivery failure is unrelated to the WebChat message disappearance bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 396, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53291", "issue:53409", "issue:53592", "issue:53873", "issue:53932", "issue:53958", "issue:63534", "issue:63725", "issue:64644", "issue:64655", "issue:64876", "issue:65791", "issue:65920", "issue:66006", "issue:66979", "issue:67002", "issue:67343" ], "soft_pairs": [ "issue:53873|issue:63534", "issue:53958|issue:67002", "issue:53291|issue:66979", "issue:53932|issue:63725", "issue:53409|issue:65920", "issue:53932|issue:67002", "issue:64876|issue:66006", "issue:64644|issue:64655", "issue:53592|issue:67343", "issue:63725|issue:65791" ], "prepared_review_unit_hash": "101da0b16d140d62df4e1a194c6f7077652b1148b5cc0de569cf7da626d4a77b", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 12617, "estimated_input_tokens": 3155, "estimated_eval_tokens": 6566 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft-similarity pairs are false positives: they span unrelated bugs, features, and even spam/community posts rather than the same underlying change or defect.", "confidence": 0.97, "canonical_issue_reason": "Issue 65920 is the clearest concrete bug in the set, with a specific config merge-vs-overwrite failure that is actionable and well-scoped; there is no real duplicate cluster overall.", "canonical_pr_reason": null, "best_issue_reason": "65920 is the strongest standalone issue to keep: it describes a precise, reproducible behavior with an obvious code-path to fix, unlike the more generic or unrelated items.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53873", "right": "issue:63534", "accept": false, "reason": "Security advisory request vs UI layout bug; no shared code path or same fix." }, { "left": "issue:53958", "right": "issue:67002", "accept": false, "reason": "Overview config-path display and per-channel workspace are different features." }, { "left": "issue:53291", "right": "issue:66979", "accept": false, "reason": "Community/chat group spam-like issue vs sandbox limit feature request; unrelated." }, { "left": "issue:53932", "right": "issue:63725", "accept": false, "reason": "Both touch uploads, but Slack image optimization and web chat file upload are different changes." }, { "left": "issue:53409", "right": "issue:65920", "accept": false, "reason": "Telegram approval routing vs config model-list merging; unrelated subsystems and bugs." }, { "left": "issue:53932", "right": "issue:67002", "accept": false, "reason": "Slack image optimization and independent workspace per channel are unrelated feature requests." }, { "left": "issue:64876", "right": "issue:66006", "accept": false, "reason": "Repeated agent text is a generation bug; auto-scroll is a chat UI behavior bug." }, { "left": "issue:64644", "right": "issue:64655", "accept": false, "reason": "Model call failure vs feature request to send images proactively; not the same defect." }, { "left": "issue:53592", "right": "issue:67343", "accept": false, "reason": "AWS auth/Bedrock failure and Telegram TTS caption leakage are unrelated code paths." }, { "left": "issue:63725", "right": "issue:65791", "accept": false, "reason": "Web chat file upload feature and Exa secretRef support are unrelated changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 397, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53291", "issue:53405", "issue:53733", "issue:53932", "issue:53958", "issue:63219", "issue:63725", "issue:64740", "issue:64830", "issue:65791", "issue:65808", "issue:66222", "issue:66323", "issue:67002", "issue:67043", "issue:67048", "issue:67116", "issue:67537" ], "soft_pairs": [ "issue:53405|issue:64740", "issue:53733|issue:63219", "issue:65808|issue:67002", "issue:53958|issue:64830", "issue:67043|issue:67048", "issue:66222|issue:67116", "issue:65808|issue:67048", "issue:53733|issue:64740", "issue:65791|issue:67002", "issue:53291|issue:66323", "issue:53733|issue:53932", "issue:63725|issue:64740", "issue:63219|issue:66222", "issue:53405|issue:67537", "issue:53291|issue:67537" ], "prepared_review_unit_hash": "52e9b22189fca94ae5de8e56c0b26d8eab3b2f6a16404e31d14db1af9729a808", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 15, "serialized_chars": 14713, "estimated_input_tokens": 3679, "estimated_eval_tokens": 7614 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a duplicate set; the issues span unrelated topics such as social/community posts, mac app requests, Slack/Web UI features, Telegram settings, login failures, and security claims. The soft matches are mostly superficial title similarity, often across different languages or broad subsystems.", "confidence": 0.98, "canonical_issue_reason": "No single canonical issue exists here: the items do not describe the same underlying bug or feature, so there is no meaningful deduplication anchor.", "canonical_pr_reason": null, "best_issue_reason": "No best issue for a duplicate cluster; the set is heterogeneous and none of the issues subsumes the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53405", "right": "issue:64740", "accept": false, "reason": "Unrelated topics: a WeChat group/community post versus a claim about bypassing Claude Code security." }, { "left": "issue:53733", "right": "issue:63219", "accept": false, "reason": "Different requests: Intel Mac app support versus a feature labeled Mythos; no shared code-path or concrete duplicate behavior." }, { "left": "issue:65808", "right": "issue:67002", "accept": false, "reason": "Telegram reaction/mention settings are unrelated to per-channel workspace isolation." }, { "left": "issue:53958", "right": "issue:64830", "accept": false, "reason": "Overview showing config path is a separate UI feature from new-session thinking/reasoning defaults." }, { "left": "issue:67043", "right": "issue:67048", "accept": false, "reason": "Skill dependency detection and Telegram @mention filtering are different feature areas with different intended behavior." }, { "left": "issue:66222", "right": "issue:67116", "accept": false, "reason": "Multi-agent collaboration is unrelated to making logs follow local time by default." }, { "left": "issue:65808", "right": "issue:67048", "accept": false, "reason": "Both mention Telegram/channel behavior, but one is about reaction handling and the other about @mention filtering; not the same bug or change." }, { "left": "issue:53733", "right": "issue:64740", "accept": false, "reason": "Mac app support and a security-bypass discussion are entirely different issues." }, { "left": "issue:65791", "right": "issue:67002", "accept": false, "reason": "Adding Exa apiKey to secretRef is a credential/config request, not the same as per-channel workspace separation." }, { "left": "issue:53291", "right": "issue:66323", "accept": false, "reason": "No meaningful overlap: a WeChat group/community post versus an unrelated Chinese-language issue title." }, { "left": "issue:53733", "right": "issue:53932", "accept": false, "reason": "Intel Mac support and disabling Slack image optimization are separate features in different code paths." }, { "left": "issue:63725", "right": "issue:64740", "accept": false, "reason": "Web chat file upload is unrelated to a Claude Code security-layer bypass claim." }, { "left": "issue:63219", "right": "issue:66222", "accept": false, "reason": "Mythos is not the same underlying feature as multi-agent collaboration." }, { "left": "issue:53405", "right": "issue:67537", "accept": false, "reason": "A WeChat community post and a GitHub login failure are unrelated." }, { "left": "issue:53291", "right": "issue:67537", "accept": false, "reason": "A WeChat community post and a GitHub sign-in failure do not describe the same problem or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 398, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53556", "issue:53733", "issue:53932", "issue:53958", "issue:63219", "issue:63725", "issue:64655", "issue:64741", "issue:65483", "issue:65808", "issue:66091", "issue:66222", "issue:67002", "issue:67048", "issue:67120", "issue:67229", "issue:67563", "issue:67585" ], "soft_pairs": [ "issue:64741|issue:65808", "issue:53733|issue:64741", "issue:65808|issue:66222", "issue:64655|issue:67563", "issue:66222|issue:67002", "issue:64741|issue:67002", "issue:53932|issue:63219", "issue:66091|issue:67048", "issue:53733|issue:67002", "issue:53733|issue:53958", "issue:63219|issue:64741", "issue:64655|issue:65483", "issue:67229|issue:67563", "issue:63219|issue:67002", "issue:53958|issue:63219", "issue:63725|issue:67048", "issue:53733|issue:67120", "issue:53556|issue:66091", "issue:63725|issue:66091", "issue:53556|issue:67585", "issue:66091|issue:66222" ], "prepared_review_unit_hash": "760c263f817dc44d9815a7daae62298d001d6a21dce9e6dd0d748c0ea2ca6268", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 21, "serialized_chars": 16680, "estimated_input_tokens": 4170, "estimated_eval_tokens": 8596 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is a heterogeneous bag of feature requests with no true duplicate cluster; the only reasonable umbrella anchor is the broad multi-agent collaboration request, but the soft pairs are all distinct enough to reject.", "confidence": 0.24, "canonical_issue_reason": "Issue 66222 is the broadest and most central feature request in the set, so it is the best umbrella anchor if one must be chosen, though the items are not true duplicates.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66222 is the most reusable reference issue for this mixed feature-request set; it is substantive and broad, even though it does not duplicate the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64741", "right": "issue:65808", "accept": false, "reason": "Web update/install problem vs Telegram mention/reaction behavior; different code paths and user needs." }, { "left": "issue:53733", "right": "issue:64741", "accept": false, "reason": "Intel Mac app support request vs web-interface update issue; unrelated platform problems." }, { "left": "issue:65808", "right": "issue:66222", "accept": false, "reason": "Telegram `requireMention`/reaction separation is unrelated to multi-agent collaboration." }, { "left": "issue:64655", "right": "issue:67563", "accept": false, "reason": "Agent sending images to users vs streaming tool-progress rendering are different features." }, { "left": "issue:66222", "right": "issue:67002", "accept": false, "reason": "Multi-agent collaboration and per-channel workspaces are adjacent but not the same underlying request." }, { "left": "issue:64741", "right": "issue:67002", "accept": false, "reason": "Web update failure vs independent workspaces per channel; no shared bug or change." }, { "left": "issue:53932", "right": "issue:63219", "accept": false, "reason": "Slack image optimization control and a generic \"Mythos\" feature are unrelated." }, { "left": "issue:66091", "right": "issue:67048", "accept": false, "reason": "Reply-speed complaint vs group chat @mention filtering; different behavior and implementation." }, { "left": "issue:53733", "right": "issue:67002", "accept": false, "reason": "Mac Intel app support vs channel-isolated workspaces; no common underlying change." }, { "left": "issue:53733", "right": "issue:53958", "accept": false, "reason": "Platform support for Intel Macs vs showing config path in overview are unrelated features." }, { "left": "issue:63219", "right": "issue:64741", "accept": false, "reason": "A generic feature request and a web-update issue do not describe the same change." }, { "left": "issue:64655", "right": "issue:65483", "accept": false, "reason": "Auto-sending images from agent vs Telegram Topics support are different messaging features." }, { "left": "issue:67229", "right": "issue:67563", "accept": false, "reason": "Distributed compute architecture vs streaming tool execution progress UI are not the same request." }, { "left": "issue:63219", "right": "issue:67002", "accept": false, "reason": "\"Mythos\" and per-channel workspaces are unrelated feature requests." }, { "left": "issue:53958", "right": "issue:63219", "accept": false, "reason": "Config file path visibility vs an unrelated generic feature request." }, { "left": "issue:63725", "right": "issue:67048", "accept": false, "reason": "Web chat file upload vs group @mention filtering are different chat capabilities." }, { "left": "issue:53733", "right": "issue:67120", "accept": false, "reason": "Intel Mac app support vs Feishu voice transcription bug; different product areas." }, { "left": "issue:53556", "right": "issue:66091", "accept": false, "reason": "Channel backward-compatibility suggestions vs slower agent replies are not the same problem." }, { "left": "issue:63725", "right": "issue:66091", "accept": false, "reason": "Web chat file upload and agent response latency are unrelated." }, { "left": "issue:53556", "right": "issue:67585", "accept": false, "reason": "Compatibility improvement suggestions vs a WhatsApp group exchange request are different features." }, { "left": "issue:66091", "right": "issue:66222", "accept": false, "reason": "Agent reply slowness vs multi-agent collaboration are separate product concerns." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 1, "component_count": 84, "review_unit_index": 399, "review_unit_count": 399, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53231-1226", "nodes": [ "issue:53554", "issue:63725", "issue:64655", "issue:67229", "issue:67537" ], "soft_pairs": [ "issue:63725|issue:67537", "issue:53554|issue:64655", "issue:64655|issue:67229" ], "prepared_review_unit_hash": "06bf64834d6192bd45190518656b57a9f339273a39a89ea0a7c2cc94959b9484", "component_budget": { "node_count": 1226, "item_count": 1226, "soft_pair_count": 3672, "serialized_chars": 2053182, "estimated_input_tokens": 513296, "estimated_eval_tokens": 1026848 }, "budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 3, "serialized_chars": 3972, "estimated_input_tokens": 993, "estimated_eval_tokens": 2242 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These items are not duplicates of one another: they cover unrelated topics across UI layout, file upload, image sending, distributed compute architecture, and GitHub login failure.", "confidence": 0.96, "canonical_issue_reason": "No single canonical issue fits this set because the issues are unrelated rather than duplicate reports of one bug.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67537 is the most concrete standalone bug report: it describes a specific repeated GitHub login failure with a clear user-visible symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63725", "right": "issue:67537", "accept": false, "reason": "File upload in web chat and GitHub login failure are different product areas and different underlying problems; the title similarity is superficial." }, { "left": "issue:53554", "right": "issue:64655", "accept": false, "reason": "A message-box width auto-fit UI issue is unrelated to an agent proactively sending images to users." }, { "left": "issue:64655", "right": "issue:67229", "accept": false, "reason": "These are different feature requests in different domains: image messaging capability versus distributed compute/package architecture." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 2, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53321-3", "nodes": [ "issue:53321", "issue:53330", "issue:53331" ], "soft_pairs": [ "issue:53321|issue:53330", "issue:53330|issue:53331" ], "prepared_review_unit_hash": "1a74375ae7b2a54f508220e4f4183848053409960fbff06c2dc0a1acf55a27a8", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2500, "estimated_input_tokens": 625, "estimated_eval_tokens": 1506 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2500, "estimated_input_tokens": 625, "estimated_eval_tokens": 1506 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Issues 53321 and 53330 describe the same feature request for automatically splitting sessions near the context limit; 53331 is a different feature about auto-acknowledging during compaction.", "confidence": 0.96, "canonical_issue_reason": "issue:53330 is the cleanest duplicate target: it states the same auto-split request with the broadest/most concise wording, while issue:53321 is a near-identical variant.", "canonical_pr_reason": null, "best_issue_reason": "issue:53330 best represents the cluster because it matches the shared request most directly and uses the most general title for deduplication.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53321", "right": "issue:53330", "accept": true, "reason": "Same underlying feature request: auto session splitting as context limit is approached; only wording differs slightly." }, { "left": "issue:53330", "right": "issue:53331", "accept": false, "reason": "Different requested behavior: one is about auto-splitting near context limit, the other about auto-ack during compaction to avoid perceived unresponsiveness." } ] }, "evaluator_result": { "accept": true, "feedback": "The clustering is grounded in the packet: 53321 and 53330 have essentially the same issue title with only a minor wording difference, and 53331 is clearly about a different feature. The soft-edge decisions are conservative enough here." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 3, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53323-3", "nodes": [ "issue:53323", "issue:53324", "issue:53334" ], "soft_pairs": [ "issue:53323|issue:53324", "issue:53323|issue:53334", "issue:53324|issue:53334" ], "prepared_review_unit_hash": "7eb8b13a3eb1bac171e298785632fe46d97aad4ae785aaa1df1ef0523bc03412", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 2801, "estimated_input_tokens": 701, "estimated_eval_tokens": 1658 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 2801, "estimated_input_tokens": 701, "estimated_eval_tokens": 1658 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Issue 53323 and 53324 look like exact duplicates: same title, near-identical body size, and maximal similarity. Issue 53334 has a different topic/title and only weak soft similarity, so it should stay separate unless the body content proves otherwise.", "confidence": 0.96, "canonical_issue_reason": "Choose issue 53323 as canonical because it is the earlier of the two exact-title duplicates and can represent the shared report cleanly.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53323 is the best issue candidate because it appears to be the earliest instance of the duplicate pair and the titles/bodies strongly match.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53323", "right": "issue:53324", "accept": true, "reason": "Same title and nearly identical body length indicate the same underlying issue; this is a clear duplicate." }, { "left": "issue:53323", "right": "issue:53334", "accept": false, "reason": "The titles describe different problems and the similarity evidence is too weak to conclude they are the same bug." }, { "left": "issue:53324", "right": "issue:53334", "accept": false, "reason": "Different issue title and only loose textual similarity; not enough to treat as the same underlying report." } ] }, "evaluator_result": { "accept": true, "feedback": "The verdicts are conservative and grounded in the packet: 53323 and 53324 have the same title and a perfect soft-similarity match, while both comparisons to 53334 remain rejected because the title/topic mismatch is substantial and the packet only provides soft similarity evidence. The canonical choice of 53323 as the earlier duplicate is reasonable." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 4, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53338-3", "nodes": [ "issue:53338", "issue:53339", "issue:66195" ], "soft_pairs": [ "issue:53338|issue:53339", "issue:53339|issue:66195" ], "prepared_review_unit_hash": "dfa5159fa817d2172ed01be8dc2287321577c0e707c2f612105307e7a2badc36", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2606, "estimated_input_tokens": 652, "estimated_eval_tokens": 1560 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2606, "estimated_input_tokens": 652, "estimated_eval_tokens": 1560 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "53338 is unrelated (Telegram polling/network recovery). 53339 and 66195 both point to the same plugin-tool `stringEnum is not a function` failure and look like likely duplicates, with 66195 the more specific report. No PRs are present.", "confidence": 0.79, "canonical_issue_reason": "Issue 66195 is the best canonical issue because it most specifically names the exact `stringEnum is not a function` error and affected version, while 53339 appears to be a broader report of the same plugin-tool symptom.", "canonical_pr_reason": null, "best_issue_reason": "66195 is the strongest representative of the cluster: it is the most concrete and actionable report for the plugin-tool `stringEnum` failure, and 53339 is likely the same problem but less specific.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53338", "right": "issue:53339", "accept": false, "reason": "Different subsystems and symptoms: Telegram polling/network recovery versus a memory-lancedb-pro plugin-tool `stringEnum` error. The metadata does not suggest the same bug." }, { "left": "issue:53339", "right": "issue:66195", "accept": true, "reason": "Same plugin-tool error family with the same concrete failure string (`stringEnum is not a function`). Based on titles/metadata, this looks like a probable duplicate / same symptom, though the evidence is limited." } ] }, "evaluator_result": { "accept": false, "feedback": "The 53338 vs 53339 rejection looks fine, but the rest is a bit too strong for the packet. The packet only gives titles/metadata and soft_similarity, so calling 53339 and 66195 the same underlying bug with high confidence, and saying 66195 has specific repro context, goes beyond the evidence shown. I\u2019d want a more conservative phrasing such as \u2018likely same symptom / probable duplicate\u2019 unless the bodies explicitly confirm it." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 5, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53341-2", "nodes": [ "issue:53341", "issue:65792" ], "soft_pairs": [ "issue:53341|issue:65792" ], "prepared_review_unit_hash": "4f2b2f56b4e55c9e3bee442f42362a0cc8556b02c1fbf694b126f4dd2a18b19e", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1582, "estimated_input_tokens": 396, "estimated_eval_tokens": 1048 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1582, "estimated_input_tokens": 396, "estimated_eval_tokens": 1048 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are related plugin-hook feature requests, but they target different hooks and code paths: one is about opt-in blocking for `message_received`, the other about adding `message_sending` to the webchat/WebSocket delivery path.", "confidence": 0.93, "canonical_issue_reason": "If a single representative is needed, issue #53341 is the broader earlier hook-behavior request; #65792 is a distinct send-path feature.", "canonical_pr_reason": null, "best_issue_reason": "#53341 is the more general and earlier plugin-hook feature request, so it is the better cluster representative.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53341", "right": "issue:65792", "accept": false, "reason": "Different underlying requests: `message_received` blocking semantics vs adding `message_sending` for delivery. Different hook direction and implementation path, so they should not be merged." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 6, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53403-2", "nodes": [ "issue:53403", "issue:53685" ], "soft_pairs": [ "issue:53403|issue:53685" ], "prepared_review_unit_hash": "1ef98f3489b536008cadcd2f4cea1dc259e8dd7893a8e8931e9bee9bc6a772f1", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1637, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1637, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues describe the same regression: external/user-installed plugins cannot resolve `openclaw/plugin-sdk/*` imports because the alias map is missing the expected fallback. They should be clustered together as duplicates.", "confidence": 0.96, "canonical_issue_reason": "Issue #53685 is the more specific and actionable report, explicitly naming the missing argv1 fallback and the alias-map behavior, so it is the better canonical issue.", "canonical_pr_reason": null, "best_issue_reason": "Issue #53685 is the best representative because it is open, more precise about the failure mode, and directly names the affected import path behavior.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53403", "right": "issue:53685", "accept": true, "reason": "Both issues point to the same underlying bug in plugin module-path resolution for `openclaw/plugin-sdk`; the title wording differs, but the failure mode and regression context match closely." } ] }, "evaluator_result": { "accept": true, "feedback": "Grounded enough: both issue titles describe the same plugin import-resolution failure in `openclaw/plugin-sdk`, and issue #53685 is the more specific/open report. The clustering and representative selection are conservative within the evidence available." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 7, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53404-2", "nodes": [ "issue:53404", "issue:53457" ], "soft_pairs": [ "issue:53404|issue:53457" ], "prepared_review_unit_hash": "eca016745fca207a15b75ed7e9844b7c15fd8073ca6cf5e92ca803783a402783", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues describe the same feature request for global system prompt injection in multi-agent governance; #53457 appears to be a follow-on/duplicated writeup with extra analysis rather than a distinct problem.", "confidence": 0.97, "canonical_issue_reason": "#53404 is the earlier, cleaner canonical report for the same feature request and is less specialized than #53457.", "canonical_pr_reason": null, "best_issue_reason": "#53404 is the best issue to keep as the primary tracker because it states the core request succinctly and predates the expanded duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53404", "right": "issue:53457", "accept": true, "reason": "Same underlying feature request; the titles substantially overlap and the extra NemoClaw note looks like added analysis, not a different issue." } ] }, "evaluator_result": { "accept": true, "feedback": "The pairing is grounded in the packet: both issues share the same core title, and #53457 only adds the NemoClaw-analysis qualifier. The conservative interpretation that #53457 is a duplicate/follow-on writeup of #53404 is reasonable, and the summary does not overstate the evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 8, "component_count": 84, "review_unit_index": 1, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53412-16", "nodes": [ "issue:53412", "issue:53417", "issue:53433", "issue:64158", "issue:64159", "issue:64162", "issue:64163", "issue:64520", "issue:64545", "issue:65168", "issue:65542", "issue:65623", "issue:65624", "issue:65625", "issue:65626" ], "soft_pairs": [ "issue:64158|issue:65542", "issue:64158|issue:65168", "issue:64158|issue:64163", "issue:64162|issue:65626", "issue:53417|issue:65626", "issue:53433|issue:65626", "issue:64163|issue:65542", "issue:64163|issue:65626", "issue:53412|issue:53433", "issue:53412|issue:53417", "issue:64163|issue:65168", "issue:64162|issue:64163", "issue:65623|issue:65626", "issue:64545|issue:65624", "issue:53433|issue:65623", "issue:53417|issue:65623", "issue:64520|issue:65625", "issue:53433|issue:64162", "issue:53417|issue:64162", "issue:53412|issue:65623", "issue:64162|issue:65624", "issue:64158|issue:65626", "issue:64158|issue:64159", "issue:65542|issue:65626" ], "prepared_review_unit_hash": "cda82d9d30d0c5eb7d820cde0e3f78c3b283971cf901a34f4c12ffccbf5d3530", "component_budget": { "node_count": 16, "item_count": 16, "soft_pair_count": 47, "serialized_chars": 26668, "estimated_input_tokens": 6667, "estimated_eval_tokens": 13590 }, "budget": { "node_count": 15, "item_count": 15, "soft_pair_count": 24, "serialized_chars": 16150, "estimated_input_tokens": 4038, "estimated_eval_tokens": 8332 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a mixed bag of security bugs: several credential/token leakage and config-redaction issues, plus a separate set of auth/pairing and gateway-access problems. The only exact duplicates are the hard-linked pairs #53417/#53433 and #65168/#65542; the soft similarity edges mostly connect related but distinct bugs.", "confidence": 0.73, "canonical_issue_reason": "No single canonical issue cleanly covers the whole set because the items split into distinct sub-bugs. If a representative is needed, #53433 is the strongest open representative of the config-redaction / credential-leak subgroup.", "canonical_pr_reason": null, "best_issue_reason": "#53433 is the best overall issue representative: it is open, well-scoped, and sits in the largest obvious related subgroup around redaction bypass and credential leakage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64158", "right": "issue:65542", "accept": false, "reason": "Related pairing/approval area, but different bug: wrong-requester pairing vs exec-capable node exposure." }, { "left": "issue:64158", "right": "issue:65168", "accept": false, "reason": "Both involve pairing flow, but one is requester mispairing and the other is pre-approval node reachability." }, { "left": "issue:64158", "right": "issue:64163", "accept": false, "reason": "Different surfaces: approval flow bug vs browser storage of reusable secrets." }, { "left": "issue:64162", "right": "issue:65626", "accept": false, "reason": "Both touch gateway auth, but rate-limiting opt-in is not the same as honoring inactive credentials." }, { "left": "issue:53417", "right": "issue:65626", "accept": false, "reason": "Both mention credentials, but CDP redaction leakage and browser-control auth handling are different bugs." }, { "left": "issue:53433", "right": "issue:65626", "accept": false, "reason": "Same broad security theme, but distinct code paths and failure modes." }, { "left": "issue:64163", "right": "issue:65542", "accept": false, "reason": "Secret storage in the UI is unrelated to node approval / exec exposure." }, { "left": "issue:64163", "right": "issue:65626", "accept": false, "reason": "Browser localStorage secret retention is a different issue from gateway credential handling." }, { "left": "issue:53412", "right": "issue:53433", "accept": false, "reason": "Both are redaction-related, but they expose different fields and enable different attacks." }, { "left": "issue:53412", "right": "issue:53417", "accept": false, "reason": "Similar symptom, but different integration and impact; not the same concrete bug." }, { "left": "issue:64163", "right": "issue:65168", "accept": false, "reason": "UI secret persistence and node.invoke exposure are separate auth bugs." }, { "left": "issue:64162", "right": "issue:64163", "accept": false, "reason": "Rate limiting and secret storage are unrelated fixes." }, { "left": "issue:65623", "right": "issue:65626", "accept": false, "reason": "Unredacted config output is not the same bug as honoring inactive gateway credentials." }, { "left": "issue:64545", "right": "issue:65624", "accept": false, "reason": "Both involve Mattermost tokens, but one is forgeable HMAC derivation and the other is cleartext callback URLs." }, { "left": "issue:53433", "right": "issue:65623", "accept": false, "reason": "Both are config/secret leak issues, but they affect different commands and code paths." }, { "left": "issue:53417", "right": "issue:65623", "accept": false, "reason": "Same broad redaction theme, but not the same underlying defect." }, { "left": "issue:64520", "right": "issue:65625", "accept": false, "reason": "Both are bad defaults in env files, but one ships a weak literal token and the other ships an empty token with LAN bind defaults." }, { "left": "issue:53433", "right": "issue:64162", "accept": false, "reason": "Credential leakage and auth rate-limiting are different bugs." }, { "left": "issue:53417", "right": "issue:64162", "accept": false, "reason": "Different bug classes: CDP credential leakage vs gateway auth throttling." }, { "left": "issue:53412", "right": "issue:65623", "accept": false, "reason": "Redaction-bypass on one secret field is not the same as a command that dumps config unredacted." }, { "left": "issue:64162", "right": "issue:65624", "accept": false, "reason": "Gateway rate-limiting and slash-command callback URL handling are unrelated." }, { "left": "issue:64158", "right": "issue:65626", "accept": false, "reason": "Different auth flows: latest-device approval vs gateway credential enforcement." }, { "left": "issue:64158", "right": "issue:64159", "accept": false, "reason": "Requester pairing bug is unrelated to provider URL command-injection." }, { "left": "issue:65542", "right": "issue:65626", "accept": false, "reason": "Exec-capable node exposure and inactive gateway-credential acceptance are distinct bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 8, "component_count": 84, "review_unit_index": 2, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53412-16", "nodes": [ "issue:53412", "issue:53417", "issue:53433", "issue:64159", "issue:64162", "issue:64163", "issue:64520", "issue:64545", "issue:65168", "issue:65542", "issue:65623", "issue:65624", "issue:65625", "issue:65626" ], "soft_pairs": [ "issue:53412|issue:64545", "issue:53412|issue:65542", "issue:65168|issue:65626", "issue:65542|issue:65624", "issue:64159|issue:65168", "issue:65168|issue:65624", "issue:53433|issue:64159", "issue:53433|issue:64163", "issue:64159|issue:65624", "issue:53417|issue:64163", "issue:53417|issue:64159", "issue:53412|issue:65624", "issue:64545|issue:65623", "issue:64520|issue:64545", "issue:65623|issue:65624", "issue:53433|issue:64545", "issue:65624|issue:65625", "issue:64520|issue:65624", "issue:65625|issue:65626", "issue:64162|issue:65625", "issue:64545|issue:65625", "issue:64520|issue:65626", "issue:64520|issue:65623" ], "prepared_review_unit_hash": "15ed1595c361aff71bfbee9a92836fb9dc0548a5b76d97521fb2993c635b21f8", "component_budget": { "node_count": 16, "item_count": 16, "soft_pair_count": 47, "serialized_chars": 26668, "estimated_input_tokens": 6667, "estimated_eval_tokens": 13590 }, "budget": { "node_count": 14, "item_count": 14, "soft_pair_count": 23, "serialized_chars": 15276, "estimated_input_tokens": 3819, "estimated_eval_tokens": 7894 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a loose security-themed bucket, not a single duplicate set. There are two clear duplicate mini-clusters in the input (53417/53433 and 65168/65542), but the soft-edge candidates mostly connect different attack surfaces and should be rejected.", "confidence": 0.74, "canonical_issue_reason": "issue:53433 is the best anchor: it is open, has inbound references, and cleanly represents the explicit duplicate pair about remote CDP credential leakage/redaction bypass (with issue:53417 as the duplicate).", "canonical_pr_reason": null, "best_issue_reason": "issue:53433 is the strongest representative of the cluster\u2019s closest duplicate family and the clearest current issue to track; the rest of the items are related only by broad security/auth themes.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53412", "right": "issue:64545", "accept": false, "reason": "Both involve secrets/security, but one is config-redaction bypass for Feishu and the other is a hardcoded HMAC key for Mattermost; different bugs and code paths." }, { "left": "issue:53412", "right": "issue:65542", "accept": false, "reason": "Redaction bypass vs node-pairing authorization exposure; unrelated mechanisms." }, { "left": "issue:65168", "right": "issue:65626", "accept": false, "reason": "Pre-approval node.invoke exposure is a different access-control bug than honoring inactive gateway credentials." }, { "left": "issue:65542", "right": "issue:65624", "accept": false, "reason": "Exec-capable node exposure after pairing is not the same as cleartext Mattermost slash-command callback URLs." }, { "left": "issue:64159", "right": "issue:65168", "accept": false, "reason": "Windows cmd.exe injection via openUrl is a distinct client-side execution flaw, not a node approval issue." }, { "left": "issue:65168", "right": "issue:65624", "accept": false, "reason": "Node pairing authorization and Mattermost callback URL exposure are separate vulnerabilities." }, { "left": "issue:53433", "right": "issue:64159", "accept": false, "reason": "Credential redaction bypass for remote CDP URLs is unrelated to provider-supplied OAuth URL command injection." }, { "left": "issue:53433", "right": "issue:64163", "accept": false, "reason": "Remote CDP URL redaction leak and browser localStorage secret persistence are different secret-handling bugs." }, { "left": "issue:64159", "right": "issue:65624", "accept": false, "reason": "openUrl command injection and slash-command callback token leakage are different concrete problems." }, { "left": "issue:53417", "right": "issue:64163", "accept": false, "reason": "Remote CDP redaction leak does not match localStorage secret storage." }, { "left": "issue:53417", "right": "issue:64159", "accept": false, "reason": "Same broad security area, but different code paths and failure modes." }, { "left": "issue:53412", "right": "issue:65624", "accept": false, "reason": "Feishu encryptKey redaction bypass is unrelated to Mattermost slash-command callback URL exposure." }, { "left": "issue:64545", "right": "issue:65623", "accept": false, "reason": "Hardcoded HMAC derivation key for forgeable tokens is not the same as unredacted config output." }, { "left": "issue:64520", "right": "issue:64545", "accept": false, "reason": "Weak example token in .env.example and a hardcoded HMAC key are different issues with different remediation." }, { "left": "issue:65623", "right": "issue:65624", "accept": false, "reason": "One leaks secrets via /config show; the other exposes reusable command tokens via callback URLs." }, { "left": "issue:53433", "right": "issue:64545", "accept": false, "reason": "Config-redaction bypass and forgeable interaction tokens are separate vulnerabilities." }, { "left": "issue:65624", "right": "issue:65625", "accept": false, "reason": "Cleartext Mattermost callback URLs are not the same as an empty gateway token in a podman env file." }, { "left": "issue:64520", "right": "issue:65624", "accept": false, "reason": "Example-token weak default and slash-command callback URL leakage are different secret exposure paths." }, { "left": "issue:65625", "right": "issue:65626", "accept": false, "reason": "Default empty gateway token exposure is distinct from using inactive credentials in browser control." }, { "left": "issue:64162", "right": "issue:65625", "accept": false, "reason": "Rate-limiting opt-in on shared-secret deployments is not the same as shipping an empty gateway token default." }, { "left": "issue:64545", "right": "issue:65625", "accept": false, "reason": "Hardcoded interaction-token key and empty gateway token defaults are unrelated bugs." }, { "left": "issue:64520", "right": "issue:65626", "accept": false, "reason": "Known-weak example gateway token and inactive-credential handling are different issues." }, { "left": "issue:64520", "right": "issue:65623", "accept": false, "reason": "Example token default weakness is unrelated to /config show leaking plaintext secrets." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 9, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53488-2", "nodes": [ "issue:53488", "issue:53614" ], "soft_pairs": [ "issue:53488|issue:53614" ], "prepared_review_unit_hash": "598f90628ac4e7e174a3a62e74eb19cc37aa6d7b625f57d7b8bb1e3fe402b726", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1581, "estimated_input_tokens": 396, "estimated_eval_tokens": 1048 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1581, "estimated_input_tokens": 396, "estimated_eval_tokens": 1048 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are related feature requests around context/injection files, but they target different behaviors: one asks for configurable workspace injection files, the other for subagents to automatically load USER.md. They are similar in theme, not the same change.", "confidence": 0.91, "canonical_issue_reason": "Issue 53488 is the broader request and can subsume a configurable-file mechanism; 53614 is a narrower, specific file-name/workflow variant.", "canonical_pr_reason": null, "best_issue_reason": "Issue 53488 is the best representative for the cluster because it is the more general feature request, while 53614 is a distinct subagent-specific enhancement.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53488", "right": "issue:53614", "accept": false, "reason": "Do not merge: they concern different feature scopes and code paths. One is about custom workspace injection file support, the other about subagents loading USER.md as shared context." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 10, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53504-2", "nodes": [ "issue:53504", "issue:65998" ], "soft_pairs": [ "issue:53504|issue:65998" ], "prepared_review_unit_hash": "93c59700bf62abdb8a960b0333d0bf52422048db4b6d2bb932e8b2da1a266148", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1642, "estimated_input_tokens": 411, "estimated_eval_tokens": 1078 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1642, "estimated_input_tokens": 411, "estimated_eval_tokens": 1078 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are related at the subsystem level (MCP/sub-agent tool filtering) but they do not look like the same bug: one is a policy-bypass/allow-deny correctness issue, the other is a toolsAllow/schema-exclusion problem causing oversized sub-agent API calls and 400s.", "confidence": 0.86, "canonical_issue_reason": "Issue #53504 is the better canonical issue because it states the broader, more direct failure mode: MCP tools bypassing allow/deny policy filtering.", "canonical_pr_reason": null, "best_issue_reason": "Issue #53504 is the best representative of the cluster since it captures the general MCP tool-filtering bug without narrowing it to a specific large-deployment 400-error symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53504", "right": "issue:65998", "accept": false, "reason": "Related area, but not clearly the same underlying defect. #53504 is a policy-filter bypass; #65998 is about excluding MCP tool schemas from sub-agent calls to avoid 400s on large deployments. Similar subsystem, different concrete failure." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 11, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53646-2", "nodes": [ "issue:53646", "issue:64997" ], "soft_pairs": [ "issue:53646|issue:64997" ], "prepared_review_unit_hash": "4ef8a3c83c12fd256ec7c01faf50ea355f77129348c4f90cc460f45df600f5f4", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1621, "estimated_input_tokens": 406, "estimated_eval_tokens": 1068 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1621, "estimated_input_tokens": 406, "estimated_eval_tokens": 1068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are thematically related (web UI session/history loss), but they describe different triggers and likely different code paths: /compact creating a new session vs. toggling appearance settings silently resetting the session. Not a duplicate pair.", "confidence": 0.88, "canonical_issue_reason": "issue #64997 is the broader, more general report of session reset and disappearing chat history, so it is the better representative issue if one must be chosen.", "canonical_pr_reason": null, "best_issue_reason": "issue #64997 best captures the user-visible failure mode and has the wider scope; #53646 is a narrower /compact-specific case.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53646", "right": "issue:64997", "accept": false, "reason": "Reject: both mention session/history problems in the web UI, but the user actions differ (/compact vs appearance settings) and they likely involve different underlying code paths rather than the same exact bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 12, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53698-2", "nodes": [ "issue:53698", "issue:66965" ], "soft_pairs": [ "issue:53698|issue:66965" ], "prepared_review_unit_hash": "47fac336193586328815bc9668c32a8c3bb1d7fa9454594f45e66d8b9283c5e8", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1644, "estimated_input_tokens": 411, "estimated_eval_tokens": 1078 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1644, "estimated_input_tokens": 411, "estimated_eval_tokens": 1078 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues describe the same WhatsApp watchdog problem: a hard-coded ~30 minute message timeout triggers unwanted idle reconnect loops on low-traffic setups, and the requested fix is to make the timeout configurable.", "confidence": 0.94, "canonical_issue_reason": "#66965 is the cleaner canonical issue: it states the missing config option directly and names the setting (`messageTimeoutMs`) in a concise, action-oriented way.", "canonical_pr_reason": null, "best_issue_reason": "#53698 is also a strong representative because it includes the concrete symptom, the hard-coded `MESSAGE_TIMEOUT_MS` detail, and the reconnect-loop impact, but it is broader and less canonical than #66965.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53698", "right": "issue:66965", "accept": true, "reason": "Same underlying bug and same requested change: make the WhatsApp message timeout configurable to prevent idle reconnect loops." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is well grounded in the packet: both issue titles explicitly point to the same WhatsApp watchdog/message-timeout configurability problem and the same reconnect-loop symptom. The soft-edge acceptance is conservative given the strong title-level overlap, even though the packet itself only provides soft-similarity evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 13, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53888-2", "nodes": [ "issue:53888", "issue:65326" ], "soft_pairs": [ "issue:53888|issue:65326" ], "prepared_review_unit_hash": "1a156b16178c21f5b76ea3f987a0fb1c90d0ccab31e7981c765c19491cf7a1ae", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1613, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1613, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two Google Chat bug reports were grouped by loose similarity, but they describe different problems: one is about webhook authentication failures and an undocumented appPrincipal requirement, the other about add-ons framework JWT/event-format incompatibility. They overlap in product area but not in concrete failing path.", "confidence": 0.89, "canonical_issue_reason": "Issue 53888 is the cleaner representative of the cluster because it names the concrete failure mode (silent webhook auth failures) and the likely missing requirement (appPrincipal).", "canonical_pr_reason": null, "best_issue_reason": "Issue 53888 is the best single issue to keep if one must represent the cluster, since it is more narrowly framed around a specific auth bug rather than a broader compatibility/workaround report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53888", "right": "issue:65326", "accept": false, "reason": "Reject: one report concerns Google Chat webhook auth failures and an undocumented appPrincipal requirement, while the other concerns add-ons JWT/event-format incompatibility. Same product area, but not the same underlying bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 14, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53896-2", "nodes": [ "issue:53896", "issue:66283" ], "soft_pairs": [ "issue:53896|issue:66283" ], "prepared_review_unit_hash": "2c534be8fb1afa99c1de27802c4516d7a4405256e0698f6753f6838cb76eb619", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1598, "estimated_input_tokens": 400, "estimated_eval_tokens": 1056 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1598, "estimated_input_tokens": 400, "estimated_eval_tokens": 1056 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items describe crashes from calling string methods on undefined, but they point to different code paths and subsystems: sessions_spawn vs cron agentTurn payload. They do not look like the same underlying bug, so the soft duplicate edge should be rejected.", "confidence": 0.84, "canonical_issue_reason": "issue #53896 is the cleaner representative if one must be chosen: it is an open, focused bug report with a direct crash description. issue #66283 appears to be a separate cron-specific crash rather than the same defect.", "canonical_pr_reason": null, "best_issue_reason": "issue #53896 is the best issue to anchor this cluster because it is the active report and its title clearly states the failure mode; #66283 is more specific to cron and does not appear to duplicate it.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53896", "right": "issue:66283", "accept": false, "reason": "Both involve undefined-string-method crashes, but the affected paths differ (sessions_spawn vs cron agentTurn payload) and there is no evidence they stem from the same bug or fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 15, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53910-2", "nodes": [ "issue:53910", "issue:53911" ], "soft_pairs": [ "issue:53910|issue:53911" ], "prepared_review_unit_hash": "0b6eeddd0395ed80615db9ab8d529a5aff3b919046b20a0b5019409101ffd136", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1614, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1614, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items concern msteams error handling, but they describe different failure modes: one is bad error stringification in logs, the other is the agent missing a delivery-failure signal entirely. Related subsystem, not the same underlying bug.", "confidence": 0.84, "canonical_issue_reason": "Issue #53911 is the better representative because it captures the core product failure (delivery errors being lost), while #53910 reads like a narrower logging/serialization symptom.", "canonical_pr_reason": null, "best_issue_reason": "#53911 is the strongest standalone issue to keep as the cluster anchor: it states the user-facing impact more directly and is broader than the logging-only wording in #53910.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:53910", "right": "issue:53911", "accept": false, "reason": "They share the msteams area, but one is about error objects being logged as [object Object] and the other is about delivery failures being silently dropped. Different concrete bugs, so not a duplicate." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 16, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-62496-2", "nodes": [ "issue:62496", "issue:65951" ], "soft_pairs": [ "issue:62496|issue:65951" ], "prepared_review_unit_hash": "cbb5a75c3e8aa10a34bf321e52396b176eb2aef32c209c570cc380ff6c7e109d", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1728, "estimated_input_tokens": 432, "estimated_eval_tokens": 1120 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1728, "estimated_input_tokens": 432, "estimated_eval_tokens": 1120 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues concern Telegram DM voice-note handling, but they describe different failure modes: one is attachment normalization dropping audio because `path` is undefined, the other is auto-TTS being skipped after transcript replacement flips `inboundAudio` false. Related area, but not the same concrete bug.", "confidence": 0.83, "canonical_issue_reason": "Issue #62496 is the clearest root-cause report: it names the failing code path (`normalizeAttachments`) and the concrete symptom (`allMedia[n].path is undefined`), making it the best representative issue for this cluster.", "canonical_pr_reason": null, "best_issue_reason": "Issue #62496 is the strongest standalone issue because it includes a specific failure mechanism and a direct description of where the bug occurs, which makes it easier to triage and deduplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62496", "right": "issue:65951", "accept": false, "reason": "They overlap on Telegram voice-note transcription, but one is an attachment-path/normalization bug and the other is a transcript/TTS state bug. Different root causes and not obviously mergeable as the same fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 17, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-62912-3", "nodes": [ "issue:62912", "issue:62913", "issue:62914" ], "soft_pairs": [ "issue:62912|issue:62913", "issue:62913|issue:62914" ], "prepared_review_unit_hash": "435a718de281eba90262488e1a69187624b188521759addf5d9be5984a2cc3cd", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2624, "estimated_input_tokens": 656, "estimated_eval_tokens": 1568 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2624, "estimated_input_tokens": 656, "estimated_eval_tokens": 1568 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "62912 remains the best canonical issue because it is the most concrete report of the stop/reset failure path. 62913 is thematically related but only matches at a broad autonomy/stop level, so it should be treated as uncertain rather than a duplicate. 62914 is a different steering/pacing complaint and stays separate.", "confidence": 0.62, "canonical_issue_reason": "62912 is the most specific and actionable report: it directly names the Stop/new reset path and the observed failure mode of continued external actions after abort.", "canonical_pr_reason": null, "best_issue_reason": "62912 is the strongest cluster anchor because it describes the most concrete reproduction and scope for the stop/reset bug.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:62912", "right": "issue:62913", "accept": false, "reason": "The overlap is only lexical and thematic (stop/autonomy language). The packet does not show a shared reproduction, exact behavior, or the same failing code path, so this should stay conservative uncertainty rather than a duplicate accept." }, { "left": "issue:62913", "right": "issue:62914", "accept": false, "reason": "62913 is about ignoring a stop instruction during an agent action, while 62914 is about stacking messages back-to-back and blocking human steering. They are related UX complaints but not clearly the same underlying bug." } ] }, "evaluator_result": { "accept": false, "feedback": "The canonical choice is plausible, but the soft-edge accept for 62912\u219462913 is too strong for the packet. The evidence only shows lexical/soft similarity and similar stop/autonomy language; it does not concretely establish the same underlying bug or a shared reproduction. Please downgrade that pair to conservative uncertainty unless there is explicit overlap in behavior or steps. The 62913\u219462914 rejection is fine." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 18, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63132-2", "nodes": [ "issue:63132", "issue:66691" ], "soft_pairs": [ "issue:63132|issue:66691" ], "prepared_review_unit_hash": "d95cf23713e4f86c12560ad30611773c6bbbbf7b4bc6d1a70b59438a9dcf94fc", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1664, "estimated_input_tokens": 416, "estimated_eval_tokens": 1088 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1664, "estimated_input_tokens": 416, "estimated_eval_tokens": 1088 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues describe the same STT/audio-transcription regression where requests to private/LAN IPs are incorrectly blocked by the SSRF guard after a 2026.4.x update.", "confidence": 0.94, "canonical_issue_reason": "issue #66691 is the more specific report: it names the exact setting (`models.providers.*.request.allowPrivateNetwork`) and the affected path (audio transcription), making it the better canonical issue for deduplication.", "canonical_pr_reason": null, "best_issue_reason": "issue #66691 is the strongest representative issue because it is tighter in scope, explicitly states the regression, and points to the configuration that stopped being honored.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63132", "right": "issue:66691", "accept": true, "reason": "Same underlying bug: both report that audio transcription provider requests to private/LAN IPs are blocked by SSRF protection despite `allowPrivateNetwork` behavior in a 2026.4.x regression." } ] }, "evaluator_result": { "accept": true, "feedback": "Grounded in the packet: both issue titles point to the same STT/audio-transcription regression involving private/LAN IP blocking and `allowPrivateNetwork` not being honored in a 2026.4.x release. The soft-edge accept is conservative enough given the evidence available." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 19, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63290-2", "nodes": [ "issue:63290", "issue:63310" ], "soft_pairs": [ "issue:63290|issue:63310" ], "prepared_review_unit_hash": "31dc53527155548f3f443119610ec0cc5e37275958421cfc9d53d425feadcc40", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1573, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1573, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are related to agent infrastructure, but they describe different feature concepts and scopes: one is about a chief-of-staff orchestration layer for multi-agent workflows, the other about a managed-agents layer for long-lived delegated work.", "confidence": 0.9, "canonical_issue_reason": "Issue 63290 is the more general orchestration-layer proposal and reads like the broader umbrella feature in this pair.", "canonical_pr_reason": null, "best_issue_reason": "Issue 63290 is the best representative because it is the broader coordination/orchestration concept, while 63310 is a narrower delegated-work variant.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63290", "right": "issue:63310", "accept": false, "reason": "Related agent-platform ideas, but not the same underlying feature: orchestration for multi-agent workflows vs managed agents for long-lived delegated work." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 20, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63306-2", "nodes": [ "issue:63306", "issue:63307" ], "soft_pairs": [ "issue:63306|issue:63307" ], "prepared_review_unit_hash": "012086ad08965185c39ad012346c720f824b44bc13bee88f7861d963c788b3c3", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1557, "estimated_input_tokens": 390, "estimated_eval_tokens": 1036 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1557, "estimated_input_tokens": 390, "estimated_eval_tokens": 1036 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These look like two distinct meta issues with only broad thematic overlap: one targets orchestration and multi-agent operator UX, the other targets retrieval, context efficiency, and long-run session quality.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue 63306 is the cleaner standalone representative of its own scope, but it should not be treated as a duplicate of 63307 because the underlying problems are different.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63306", "right": "issue:63307", "accept": false, "reason": "Both are meta/UX-oriented, but they cover different problem spaces: orchestration and multi-agent operator UX versus retrieval, context efficiency, and long-run session quality." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 21, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63499-2", "nodes": [ "issue:63499", "issue:64634" ], "soft_pairs": [ "issue:63499|issue:64634" ], "prepared_review_unit_hash": "bf8ef39fa1247f4577a262bb024a03cb361e9d13c6aa7abcd09107fd2e3ef230", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1585, "estimated_input_tokens": 397, "estimated_eval_tokens": 1050 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1585, "estimated_input_tokens": 397, "estimated_eval_tokens": 1050 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are related cron-scheduler reports, but they describe different failure modes: one happens when editing an existing job and resets `nextRunAtMs` to 0, while the other happens on job creation and computes the next run time incorrectly. Not a duplicate pair.", "confidence": 0.87, "canonical_issue_reason": "Issue #63499 is the more specific and actionable report, with a concrete reproduction path via `openclaw cron edit` and a clear symptom (`nextRunAtMs` reset to 0).", "canonical_pr_reason": null, "best_issue_reason": "Issue #63499 is the stronger anchor for the cluster because it is the more precise bug description and is easier to triage against a specific code path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63499", "right": "issue:64634", "accept": false, "reason": "Both concern cron scheduling, but one is an edit-time reset bug and the other is a create-time calculation bug; they do not look like the same underlying defect." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 22, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63741-2", "nodes": [ "issue:63741", "issue:66995" ], "soft_pairs": [ "issue:63741|issue:66995" ], "prepared_review_unit_hash": "fc2e35442f3d4c9daea8e6854a1d2a331b31b9fba500554c76c10042bdac2ee4", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1455, "estimated_input_tokens": 364, "estimated_eval_tokens": 984 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1455, "estimated_input_tokens": 364, "estimated_eval_tokens": 984 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items are closed issues with extremely little content and no shared targets, filenames, or concrete bug descriptions. They do not look like the same underlying problem; this cluster is more likely just two unrelated closed placeholders/misfiles.", "confidence": 0.9, "canonical_issue_reason": "No strong canonical issue emerges because neither item describes a real bug; if forced, 63741 is slightly more informative due to its explicit 'misfiled issue' title.", "canonical_pr_reason": null, "best_issue_reason": "63741 is the better representative only because its title is more specific and readable than the generic 'Closed' entry.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63741", "right": "issue:66995", "accept": false, "reason": "Both are generic closed issues with no substantive overlap in body, targets, or file references; the shared 'closed' status is not enough to indicate the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 23, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63749-2", "nodes": [ "issue:63749", "issue:64507" ], "soft_pairs": [ "issue:63749|issue:64507" ], "prepared_review_unit_hash": "ade83a4050bb95c8b61a412a63860f346ec3e3af6faf9463aef3f80cc19a1758", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1611, "estimated_input_tokens": 403, "estimated_eval_tokens": 1062 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1611, "estimated_input_tokens": 403, "estimated_eval_tokens": 1062 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are near-duplicates describing the same feature request: making the delivery target for cross-session message calls configurable instead of hardcoded.", "confidence": 0.97, "canonical_issue_reason": "Issue #63749 is the more specific, fully framed version of the request and appears to capture the underlying problem statement cleanly.", "canonical_pr_reason": null, "best_issue_reason": "Issue #64507 is the better live tracker because it is open and states the same feature request without extra wording.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63749", "right": "issue:64507", "accept": true, "reason": "Same underlying feature request; the titles differ only in wording and both point to configurable default delivery target behavior for cross-session message calls." } ] }, "evaluator_result": { "accept": true, "feedback": "The assessment is grounded in the packet: both issue titles describe the same cross-session message call delivery-target problem, and the live/open issue is reasonably favored as the tracker while the older closed issue is the more specific wording. The soft-edge accept is conservative enough given the high title similarity and lack of contradicting evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 24, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63829-2", "nodes": [ "issue:63829", "issue:66252" ], "soft_pairs": [ "issue:63829|issue:66252" ], "prepared_review_unit_hash": "373221a3e92b1a758c27c5a91ef81c56c4cbc33bbb36569871ec2033d677075d", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1573, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1573, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are two separate feature requests in different subsystems: per-agent memory/wiki vault configuration vs per-agent TTS/STT overrides for multilingual support. They are not duplicates.", "confidence": 0.98, "canonical_issue_reason": "Issue #63829 is the better canonical issue for its own topic because it is a clearer, broader request about per-agent memory/wiki vault configuration.", "canonical_pr_reason": null, "best_issue_reason": "Issue #63829 is the best issue representative of the cluster only by virtue of being the broader, more generic feature request; however, the cluster does not appear to contain duplicates.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63829", "right": "issue:66252", "accept": false, "reason": "Different feature areas and different concrete configuration needs: memory/wiki vault settings vs TTS/STT language overrides. They do not describe the same underlying change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 25, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63853-2", "nodes": [ "issue:63853", "issue:64442" ], "soft_pairs": [ "issue:63853|issue:64442" ], "prepared_review_unit_hash": "f2fb19bc256bfe368cc134dba548ecd0af778ca03f198dd995ce8905c3f71954", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1632, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1632, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues only share a broad stale-socket theme. They describe different products, different listeners, and different failure modes, so they should not be clustered as duplicates.", "confidence": 0.97, "canonical_issue_reason": "#63853 is the cleaner canonical issue because it describes a concrete, user-visible bug with a clear symptom: WhatsApp inbound messages are silently lost while the connection appears alive.", "canonical_pr_reason": null, "best_issue_reason": "#63853 is the best representative issue for this cluster because it is more general and direct about the underlying stale-connection problem, whereas #64442 is Discord-specific and tied to a particular listener timeout/restart loop.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:63853", "right": "issue:64442", "accept": false, "reason": "Reject: same broad stale-socket concept, but different integrations and different bug behavior. #63853 is WhatsApp silent inbound message loss; #64442 is a Discord reaction-remove listener timeout causing restart loops. They do not look like the same underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 26, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64210-3", "nodes": [ "issue:64210", "issue:64816", "issue:65902" ], "soft_pairs": [ "issue:64210|issue:65902", "issue:64816|issue:65902" ], "prepared_review_unit_hash": "2025c962976a9b2f29b6b62835f7ec9dd2d878fbe3cab749709e8c21b56ca2dd", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2569, "estimated_input_tokens": 643, "estimated_eval_tokens": 1542 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2569, "estimated_input_tokens": 643, "estimated_eval_tokens": 1542 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These look like three separate issue reports, not a duplicate set: two mention cron/delivery inconsistencies in different integrations, while the plugin-bundled skill report is a different availability problem entirely. No PRs are present.", "confidence": 0.84, "canonical_issue_reason": "Issue #65902 is the best representative because it is the most general and currently open report around runtime-status/cron-delivery inconsistency; #64210 is a narrower Telegram-specific manifestation, and #64816 is unrelated.", "canonical_pr_reason": null, "best_issue_reason": "#65902 best captures the broader symptom class without being tied to one channel, so it is the most useful canonical issue for triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64210", "right": "issue:65902", "accept": false, "reason": "Both mention delivery/runtime confusion, but they are tied to different concrete integrations (Telegram topic vs WhatsApp session) and describe different failure surfaces, so they do not look like the same underlying bug." }, { "left": "issue:64816", "right": "issue:65902", "accept": false, "reason": "#64816 is about a plugin-bundled skill not surfacing in available_skills, which is a different subsystem and failure mode from WhatsApp session discovery/cron delivery." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 27, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64236-6", "nodes": [ "issue:64236", "issue:65405", "issue:66070", "issue:66232", "issue:66463", "issue:66464" ], "soft_pairs": [ "issue:64236|issue:66232", "issue:64236|issue:65405", "issue:64236|issue:66070", "issue:65405|issue:66464", "issue:66463|issue:66464" ], "prepared_review_unit_hash": "eebfb5e6da081bfe6ce4e94dda0c345a21cac7ceeb3978752fb5eb00137edfff", "component_budget": { "node_count": 6, "item_count": 6, "soft_pair_count": 5, "serialized_chars": 5334, "estimated_input_tokens": 1334, "estimated_eval_tokens": 2924 }, "budget": { "node_count": 6, "item_count": 6, "soft_pair_count": 5, "serialized_chars": 5334, "estimated_input_tokens": 1334, "estimated_eval_tokens": 2924 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster splits into one clear duplicate pair around filtering the dashboard/model dropdown to configured providers, plus several unrelated configuration feature requests. The dashboard filtering issues should be merged; the reasoning-default, API-key override, and heartbeat.model shape requests are distinct.", "confidence": 0.95, "canonical_issue_reason": "Issue 66464 is the clearest open representative of the dashboard model-dropdown/provider filtering request, and it is directly echoed by the Chinese-language duplicate 66463.", "canonical_pr_reason": null, "best_issue_reason": "66464 is the best issue to keep: open, specific, and already linked by a duplicate report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64236", "right": "issue:66232", "accept": false, "reason": "Different features: per-model reasoningDefault configuration vs accepting {primary, fallbacks} for heartbeat.model." }, { "left": "issue:64236", "right": "issue:65405", "accept": false, "reason": "Only loosely related configuration requests; one is per-model reasoning defaults, the other is /model page filtering by configured providers." }, { "left": "issue:64236", "right": "issue:66070", "accept": false, "reason": "Different request entirely: per-cron-job/per-agent API key overrides versus reasoningDefault configuration." }, { "left": "issue:65405", "right": "issue:66464", "accept": true, "reason": "Same underlying feature request: filter the dashboard/model dropdown to only show configured providers/models." }, { "left": "issue:66463", "right": "issue:66464", "accept": true, "reason": "Same dashboard model-dropdown filtering request; 66463 is just the Chinese-language duplicate of 66464." } ] }, "evaluator_result": { "accept": true, "feedback": "Grounded overall. The main split between the dashboard/model-dropdown filtering request and the unrelated configuration feature requests is supported by the packet, and the soft-edge rejections are conservative. One small precision note: the 66463/66464 duplicate relationship is inferred from the titles and closure status rather than explicitly labeled in the packet, so it would be slightly safer to say 'likely duplicate' if you want maximum caution." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 28, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64246-3", "nodes": [ "issue:64246", "issue:64247", "issue:64248" ], "soft_pairs": [ "issue:64246|issue:64248", "issue:64247|issue:64248" ], "prepared_review_unit_hash": "a2535bccb1f4f87f34eec0487c1dd719e55e66cc43b2da9c6d564680325828f1", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2540, "estimated_input_tokens": 635, "estimated_eval_tokens": 1526 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2540, "estimated_input_tokens": 635, "estimated_eval_tokens": 1526 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Three issues cluster around AGENTS bootstrap behavior, but only one is the core feature work: model-aware AGENTS/SUBAGENTS selection. The other two are adjacent follow-ups/related concerns rather than the same underlying change.", "confidence": 0.84, "canonical_issue_reason": "Issue 64248 is the most central and implementation-focused description of the feature: model-aware AGENTS/SUBAGENTS bootstrap selection.", "canonical_pr_reason": null, "best_issue_reason": "64248 is the best representative because it names the primary code-path change; 64247 is more about config/docs around that feature, and 64246 is a separate persistence problem across lifecycle operations.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64246", "right": "issue:64248", "accept": false, "reason": "Related AGENTS bootstrap area, but 64246 is specifically about preserving effective source across compaction/retry/reset/reinjection, which is a different bug from model-aware bootstrap selection." }, { "left": "issue:64247", "right": "issue:64248", "accept": false, "reason": "Both concern AGENTS selection, but 64247 is framed as adding config/docs, while 64248 is the core bootstrap selection behavior; not the same underlying bug/change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 29, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64346-2", "nodes": [ "issue:64346", "issue:64347" ], "soft_pairs": [ "issue:64346|issue:64347" ], "prepared_review_unit_hash": "f4af9023c0c132cac06d54ba5f1f27bd4c71f0f1a3a7071e243b1ca650fc3e44", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1600, "estimated_input_tokens": 400, "estimated_eval_tokens": 1056 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1600, "estimated_input_tokens": 400, "estimated_eval_tokens": 1056 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are closely related to delegation/session startup overhead, but they describe different failure modes: one is prompt-cache invalidation from forced bootstrap re-injection, the other is the absence of a warm-reuse path in sessions_spawn.", "confidence": 0.88, "canonical_issue_reason": "Issue 64346 is the more concrete report: it identifies a specific path (subagent relay) and a specific regression mechanism (forced full bootstrap re-injection invalidating the prompt cache).", "canonical_pr_reason": null, "best_issue_reason": "64346 is the best canonical representative because it is narrower and more diagnostic, making it easier to anchor triage than the broader cold-start complaint in 64347.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64346", "right": "issue:64347", "accept": false, "reason": "Related but not the same underlying bug: 64346 is about relay-triggered prompt cache invalidation, while 64347 is about sessions_spawn lacking warm reuse and incurring cold-start cost. They overlap in theme, not in a single fixable code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 30, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64360-2", "nodes": [ "issue:64360", "issue:67409" ], "soft_pairs": [ "issue:64360|issue:67409" ], "prepared_review_unit_hash": "c3a341e8b245fc7252c3821a62174b20eb71e57b1ff6752f0c6917175196730e", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1559, "estimated_input_tokens": 390, "estimated_eval_tokens": 1036 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1559, "estimated_input_tokens": 390, "estimated_eval_tokens": 1036 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are related and look like the same general feature area, but the available evidence is too thin to call them duplicates. The overlap is mostly at the title level, with no shared targets, links, or body-text confirmation.", "confidence": 0.71, "canonical_issue_reason": "Issue #64360 is the older, broader wording of the request, so it is the best historical anchor for this feature area, but not a confirmed duplicate of #67409.", "canonical_pr_reason": null, "best_issue_reason": "Issue #67409 is the best representative of the current open request because it is explicit about `dreaming.model` and names the target plugin.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64360", "right": "issue:67409", "accept": false, "reason": "The titles are similar, but there is not enough evidence to confirm they are the same request. No shared targets, links, or body-level details are provided, so this should be treated as related/similar rather than a duplicate." } ] }, "evaluator_result": { "accept": false, "feedback": "The summary is a bit too strong for the available evidence. The packet only shows title-level similarity and no shared targets, links, or body text; calling the issues \u201cthe same feature request\u201d and accepting the soft edge is not conservative enough. A safer verdict would be that they are related/similar, not confirmed duplicates." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 31, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64455-2", "nodes": [ "issue:64455", "issue:65313" ], "soft_pairs": [ "issue:64455|issue:65313" ], "prepared_review_unit_hash": "21d7e548b113ec658114b7ebff5a8edc1280b769e1264fbd8d177b4c7ef8e703", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1624, "estimated_input_tokens": 406, "estimated_eval_tokens": 1068 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1624, "estimated_input_tokens": 406, "estimated_eval_tokens": 1068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues describe the same Discord ACP threaded-session failure: spawning a thread fails with `thread_binding_invalid` on Discord bindings. Issue 64455 is the more specific, higher-signal report; 65313 looks like a broader duplicate/variant description.", "confidence": 0.93, "canonical_issue_reason": "Issue 64455 is the best canonical issue because it gives the clearest reproduction context and root symptom (`parent conversation resolves to channel:`), making it the more specific representative of this bug.", "canonical_pr_reason": null, "best_issue_reason": "64455 is the strongest issue to keep as the global representative: it is open, more detailed, and directly names the problematic resolution path. 65313 is a shorter, generic rephrase of the same failure.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64455", "right": "issue:65313", "accept": true, "reason": "Same underlying Discord ACP bug: threaded session/thread spawn fails with `thread_binding_invalid`. The second issue is a shorter restatement of the first, not a different problem." } ] }, "evaluator_result": { "accept": true, "feedback": "Grounded overall: the packet supports choosing issue 64455 as the canonical representative because its title is the more specific reproduction of the shared `thread_binding_invalid` Discord ACP thread/session failure. The soft-edge accept between 64455 and 65313 is conservative enough given the strong title overlap and shared symptom, while still avoiding any claim beyond what the packet shows." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 32, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64461-3", "nodes": [ "issue:64461", "issue:64462", "issue:64467" ], "soft_pairs": [ "issue:64461|issue:64462", "issue:64461|issue:64467", "issue:64462|issue:64467" ], "prepared_review_unit_hash": "7a725967101116781a850b1a793df02a2fac6d898d4183b7c53230c0d455eb25", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 2915, "estimated_input_tokens": 729, "estimated_eval_tokens": 1714 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 2915, "estimated_input_tokens": 729, "estimated_eval_tokens": 1714 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Issue 64461 and 64462 appear to be near-duplicates describing the same bundled-skill YAML frontmatter defect, while 64467 is a different disabled-state regression after updates.", "confidence": 0.89, "canonical_issue_reason": "64461 is the broader, more general report of malformed YAML frontmatter in a bundled taskflow skill, so it is the best canonical issue for the duplicate pair.", "canonical_pr_reason": null, "best_issue_reason": "64461 best represents the shared bug class because its title is not narrowed to a single sub-skill, making it more suitable as the umbrella issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64461", "right": "issue:64462", "accept": true, "reason": "Same underlying malformed frontmatter bug; the titles differ only by bundled skill name and both point to the same packaging/template problem." }, { "left": "issue:64461", "right": "issue:64467", "accept": false, "reason": "Different bug: malformed YAML frontmatter versus skills re-enabling themselves after update." }, { "left": "issue:64462", "right": "issue:64467", "accept": false, "reason": "Different bug: one is about malformed YAML frontmatter, the other about preserving disabled state across updates." } ] }, "evaluator_result": { "accept": true, "feedback": "The analysis is grounded in the packet and stays reasonably conservative. 64461 and 64462 are both about malformed YAML frontmatter in bundled taskflow-related skills, and 64467 is clearly a different disabled-state regression. The summary reflects that 64461/64462 appear near-duplicate rather than asserting certainty beyond the evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 33, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64506-2", "nodes": [ "issue:64506", "issue:65897" ], "soft_pairs": [ "issue:64506|issue:65897" ], "prepared_review_unit_hash": "801f80c83fd5b4eb5550c409b289ff99e1e68a9e4aa259eb72bec7fd8e7cf558", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1637, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1637, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items are npm audit/dependency-security reports, but they describe different scopes: one names specific vulnerable packages in particular dependencies, while the other is a broader report of 12 unresolved transitive vulnerabilities. They are related, but not the same underlying issue.", "confidence": 0.88, "canonical_issue_reason": "issue 65897 is the broader, still-open report and better represents the current unresolved audit problem.", "canonical_pr_reason": null, "best_issue_reason": "issue 65897 is the best cluster anchor because it summarizes the unresolved vulnerability state without being tied to a few specific packages.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64506", "right": "issue:65897", "accept": false, "reason": "Both are npm audit findings, but 64506 names specific vulnerable deps in certain packages while 65897 is a generic transitive-vulnerability umbrella. Not the same concrete bug set." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 34, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64577-2", "nodes": [ "issue:64577", "issue:65437" ], "soft_pairs": [ "issue:64577|issue:65437" ], "prepared_review_unit_hash": "7fb65a23f6769a20e45f712ba57ac2a02c07d5d40a4702159268bf46ce79783f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1638, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1638, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are closely related Slack-command authorization reports, but the evidence is only soft similarity and the failure modes are not identical. They look adjacent rather than clearly duplicate, so the edge should be treated conservatively.", "confidence": 0.6, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "issue #65437 is the better anchor because it names the specific Slack gate (`commandAuthorized`) and the missing fallback, making triage more precise even though the cluster does not conclusively prove a duplicate.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64577", "right": "issue:65437", "accept": false, "reason": "Possibly the same Slack authorization/fallback area, but #64577 is about slash commands being blocked despite `capabilities.nativeCommands: true` while #65437 is specifically about `tools.elevated.allowFrom.slack` being blocked by `commandAuthorized`; that is related but not enough to confirm the same underlying bug." } ] }, "evaluator_result": { "accept": false, "feedback": "The cluster is plausible, but the analyst is a bit too certain for the packet. The only evidence provided is soft similarity, and the two titles are not identical in failure mode: #64577 says Slack plugin slash commands are blocked despite `capabilities.nativeCommands: true`, while #65437 specifically mentions `tools.elevated.allowFrom.slack` being blocked by the `commandAuthorized` gate and missing fallback. That supports a related-area link, but not a confident statement that they are the same underlying bug. The soft-edge verdict should be more conservative (e.g. \"possibly the same Slack command authorization/fallback issue\")." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 35, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64620-2", "nodes": [ "issue:64620", "issue:65965" ], "soft_pairs": [ "issue:64620|issue:65965" ], "prepared_review_unit_hash": "1477cdf3fccc72a52a16bd31553c453272fc744aef62f162653dcd83736846ac", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1632, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1632, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are closely related and both concern memory-wiki slug handling for CJK/non-ASCII titles, but the evidence is not strong enough to treat them as the same underlying bug. 65965 is the better tracking issue because it is more specific and open, but it appears to extend the problem with an overwrite/unique-suffix angle that may be distinct from 64620\u2019s ASCII-stripping failure mode.", "confidence": 0.75, "canonical_issue_reason": "Issue 65965 is the better canonical issue because it is open and describes the more concrete failure mode: ASCII-only slugs causing collisions/overwrite for CJK titles, which is more actionable than the broader closed report.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65965 is the best issue to track because it most clearly captures the current ingest behavior and the user-visible consequence for CJK titles.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64620", "right": "issue:65965", "accept": false, "reason": "Related slug/CJK reports, but not enough evidence that they are the same bug. 65965 adds a specific overwrite/unique-suffix collision aspect that may represent a distinct failure mode rather than just the ASCII-stripping problem in 64620." } ] }, "evaluator_result": { "accept": false, "feedback": "The comparison is a bit too strong for the evidence provided. From the packet we only know the titles and a soft-similarity match; that supports a related slug/CJK issue, but not confidently that both reports are the same underlying bug. In particular, 65965 appears to add a specific overwrite/unique-suffix aspect that may be distinct from 64620\u2019s ASCII-stripping failure mode. The canonical/summary framing is mostly grounded, but the soft-edge verdict should be more conservative." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 36, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64725-2", "nodes": [ "issue:64725", "issue:64726" ], "soft_pairs": [ "issue:64725|issue:64726" ], "prepared_review_unit_hash": "8173c5d4cc8b36407efbc484de2ef5cf803bf3c3c0ea42aba2f8cc3d4e407de1", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1632, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1632, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues describe different features/problems in the search stack: one is about Hybrid Search scoring, the other about embedding cache behavior. They share only a broad AI/search context, not the same underlying bug or change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64725", "right": "issue:64726", "accept": false, "reason": "Reject: the titles and implied scopes are distinct\u2014hybrid search ranking/scoring vs embedding cache batching/invalidation. They do not appear to be the same underlying issue or a mergeable duplicate pair." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 37, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64760-2", "nodes": [ "issue:64760", "issue:64761" ], "soft_pairs": [ "issue:64760|issue:64761" ], "prepared_review_unit_hash": "4361e001b8663560161bd5d1f29dc01bb53e83980c2ab63385ab4f440ceb12ca", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1545, "estimated_input_tokens": 387, "estimated_eval_tokens": 1030 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1545, "estimated_input_tokens": 387, "estimated_eval_tokens": 1030 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two open issues are related by theme (prompt/token optimization) but appear to target different fixes: one lazily loading skill descriptions in the system prompt, the other reducing per-turn tool schema token usage. I would not merge them as duplicates.", "confidence": 0.9, "canonical_issue_reason": "Issue 64761 is the cleaner canonical representative because it states the core problem more generally and directly: reducing per-turn tool schema token cost.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64761 is the best standalone issue for this cluster because it describes a broader, clearer optimization goal without tying it to a specific implementation idea.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64760", "right": "issue:64761", "accept": false, "reason": "Related optimization area, but not the same underlying change: lazy-loading skill descriptions and shrinking tool schema tokens are different mechanisms and could be solved independently." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 38, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64772-2", "nodes": [ "issue:64772", "issue:65743" ], "soft_pairs": [ "issue:64772|issue:65743" ], "prepared_review_unit_hash": "0a46f13736e227fe778d47576abf22110cba96402bad18337606b875bdb63ba9", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are closely related in topic and wording, but the packet only supports a possible duplicate/related-request call, not a confident same-issue determination. The evidence is limited to soft similarity with low overlap and no explicit links, targets, shared files, or discussion signals.", "confidence": 0.68, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue #65743 is the cleaner, narrower phrasing of the request and is the better representative if these are grouped, but the evidence is not strong enough to name it a canonical duplicate target.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64772", "right": "issue:65743", "accept": false, "reason": "Only soft title/body similarity is present. The Jaccard score is fairly low, and there are no explicit links, shared targets, files, or activity signals to justify treating them as the same underlying request." } ] }, "evaluator_result": { "accept": false, "feedback": "The analysis overstates the evidence. In the packet, the pair is supported only by soft similarity: there are no explicit links, shared targets, shared files, or discussion/activity signals, and the Jaccard score is fairly low. The titles suggest closely related requests, but calling them the same feature request and naming a canonical duplicate target is stronger than the packet supports. A more conservative verdict would be \"likely related/possible duplicate.\"" }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 39, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64825-2", "nodes": [ "issue:64825", "issue:66876" ], "soft_pairs": [ "issue:64825|issue:66876" ], "prepared_review_unit_hash": "01ed3f6a4b51d381c4c0f2f0765150801591884bcb16255b98961426a56ec2da", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1629, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1629, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues appear to describe the same TUI symptom: the status bar remains on \"streaming\" after a run/response completes. Issue 64825 is the more specific report, while 66876 reads like a shorter duplicate/secondary symptom report. I\u2019m not treating the implementation detail in 64825 as confirmed, only as added context in the title.", "confidence": 0.87, "canonical_issue_reason": "64825 is the better canonical issue because its title is more specific and actionable, while still describing the same stuck-streaming symptom as 66876.", "canonical_pr_reason": null, "best_issue_reason": "64825 is the strongest representative issue: it has the same user-visible failure mode as 66876, but includes more diagnostic context in the title.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64825", "right": "issue:66876", "accept": true, "reason": "Accept: both titles describe the same post-completion TUI/status-bar stuck on \"streaming\" behavior, so they look like the same underlying bug." } ] }, "evaluator_result": { "accept": false, "feedback": "The conclusion is a bit too strong for the packet. We only have titles/metadata plus a soft-similarity signal, so saying 64825 \u2018points directly to the likely failing transition in finalizeRun()\u2019 is not grounded here. The duplicate/secondary-issue call may be plausible, but it should stay conservative and avoid asserting a specific implementation detail that isn\u2019t visible in the provided evidence." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 40, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64878-2", "nodes": [ "issue:64878", "issue:64879" ], "soft_pairs": [ "issue:64878|issue:64879" ], "prepared_review_unit_hash": "38e62d0069bf6113caa5d23de125894fa1a1fb69ef44e90241da5e141f2f0074", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1590, "estimated_input_tokens": 398, "estimated_eval_tokens": 1052 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1590, "estimated_input_tokens": 398, "estimated_eval_tokens": 1052 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are related to qa-lab infrastructure, but they describe different problems: one is about running the parity gate end-to-end in CI and publishing artifacts, the other is about making the mock server distinguish providers or adding a live-frontier lane. They should not be treated as duplicates.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue 64878 is the more self-contained CI/workflow request and is slightly better as a representative issue, but it is not the same underlying problem as 64879.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64878", "right": "issue:64879", "accept": false, "reason": "Different underlying changes: CI parity-gate execution/artifact publishing vs mock-server provider differentiation/live-frontier behavior. Same area, but not the same bug or mergeable change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 41, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64887-2", "nodes": [ "issue:64887", "issue:64888" ], "soft_pairs": [ "issue:64887|issue:64888" ], "prepared_review_unit_hash": "19fad41274544cd2380dd3256ad43936cda9ac7e73d0395f4e3dbf8234a953a9", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1575, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1575, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are related to agent liveness state, but they describe different scopes: one is a user-facing payload surfacing request, the other is a specific implementation fix involving an error boundary and a new cancelled state. They are adjacent, not duplicates.", "confidence": 0.89, "canonical_issue_reason": "Issue 64887 is the broader, more user-facing problem statement and better represents the cluster theme; 64888 is a narrower implementation-oriented follow-up.", "canonical_pr_reason": null, "best_issue_reason": "64887 is the best representative issue because it captures the outward-facing requirement without baking in a particular fix path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "agents: surface livenessState in user-facing payloads", "right": "agents: wrap runEmbeddedAttempt in error boundary + add cancelled liveness state", "accept": false, "reason": "Related through livenessState, but not the same underlying bug/change: one asks to expose state in payloads, the other changes control-flow handling and adds a specific cancelled state." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 42, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64902-2", "nodes": [ "issue:64902", "issue:64905" ], "soft_pairs": [ "issue:64902|issue:64905" ], "prepared_review_unit_hash": "b42951c6babdeceae1eeb7975f888b5377846074972040cb17a251c8fbad725f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1675, "estimated_input_tokens": 419, "estimated_eval_tokens": 1094 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1675, "estimated_input_tokens": 419, "estimated_eval_tokens": 1094 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are related only at a very high level (primary-path failures becoming silent), but they describe different bug classes: one is a missing audit log on fallback success, the other is stale cached cooldown state surviving restarts and bypassing the primary path.", "confidence": 0.96, "canonical_issue_reason": "Issue #64905 is the better canonical representative because it describes a concrete, stateful failure mode with clear restart persistence and user impact; #64902 is a separate logging/audit defect.", "canonical_pr_reason": null, "best_issue_reason": "#64905 is the stronger standalone issue: it names the failing component, the persistence condition, and the observed bad behavior. #64902 is also valid but narrower and more about observability than core execution state.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64902", "right": "issue:64905", "accept": false, "reason": "Do not merge: one bug is missing logging when fallback succeeds, the other is cached failure/cooldown state surviving restarts and causing silent primary bypass. Different underlying mechanisms, no shared files/targets, and not the same fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 43, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64980-2", "nodes": [ "issue:64980", "issue:64981" ], "soft_pairs": [ "issue:64980|issue:64981" ], "prepared_review_unit_hash": "b332c886a433da07dc98496811443b6566da6b1b369319861e1e526ec5aa6bb2", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1616, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1616, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The cluster is best treated as two closely related feature requests about exposing streaming/message state to agents in multi-agent chats. They are similar in wording and scope, but the packet only provides soft-similarity evidence, so it is safer not to call them duplicates.", "confidence": 0.69, "canonical_issue_reason": "Issue 64980 is the best canonical issue because it is open and broadly captures the agent-facing streaming-indicator request. Issue 64981 is similarly scoped, but the packet does not provide enough evidence to assert duplication or intent beyond close relatedness.", "canonical_pr_reason": null, "best_issue_reason": "Issue 64980 is the best representative of the cluster because it is open, thematically broad, and aligns with the shared feature area without relying on a stronger duplicate claim than the evidence supports.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64980", "right": "issue:64981", "accept": false, "reason": "The titles are very similar, but the packet only shows soft-similarity evidence and no explicit linkage, shared targets, or other stronger signals. That is enough to mark them as closely related, not enough to accept them as the same underlying request." } ] }, "evaluator_result": { "accept": false, "feedback": "The cluster is plausibly related, but the analyst overstates what the packet supports. With only titles and soft-similarity evidence, it is safer to say the issues are closely related, not that they are duplicates or that one can \u2018absorb the closed duplicate-style request.\u2019 The canonical/best-issue reasoning should stay grounded in observable facts (e.g. 64980 is open and similarly scoped), without asserting stronger duplication or intent than the packet shows." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 44, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64984-2", "nodes": [ "issue:64984", "issue:65694" ], "soft_pairs": [ "issue:64984|issue:65694" ], "prepared_review_unit_hash": "e642a150d102330bca227eb2cceb1bb1d71b136672e91a47ca5ee7df99b44e51", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues look possibly related at a high level\u2014they both involve MCP server subprocess/resource leaks and memory exhaustion\u2014but the packet does not ground a same-bug conclusion. The evidence is limited to a weak soft_similarity signal and overlapping symptom-level titles, so identity should be treated as unproven.", "confidence": 0.78, "canonical_issue_reason": "No canonical issue can be confidently selected from the available evidence; 65694 is broader in wording, but the relationship to 64984 is only weakly suggested.", "canonical_pr_reason": null, "best_issue_reason": "65694 is the broader of the two issue descriptions, but the evidence is too thin to treat it as the best representative with confidence.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64984", "right": "issue:65694", "accept": false, "reason": "Reject: the packet only shows a low-strength soft_similarity link and high-level title overlap. One issue is about subprocess cleanup on gateway reconnect causing OOM, while the other is about orphaned processes causing memory exhaustion and hanging commands. That suggests possible relation, not proven identity." } ] }, "evaluator_result": { "accept": false, "feedback": "The verdict is too strong for the evidence in the packet. The only linkage provided is a low-strength soft_similarity signal, and the two issue titles overlap only at a high level (MCP server/resource leak/OOM vs. subprocess cleanup on reconnect). That is not enough to conclude they are the same bug or that 65694 is the broader canonical issue. The summary and canonical/best-issue reasons also overstate what can be grounded from titles plus soft similarity alone. A more conservative assessment would be that they may be related, but identity is unproven." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 45, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64990-2", "nodes": [ "issue:64990", "issue:67568" ], "soft_pairs": [ "issue:64990|issue:67568" ], "prepared_review_unit_hash": "5aa1d055530a9be87a3f6d1a7b7c4c5112f649b7e2b6418d83752aeed1ec7238", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1615, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1615, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are closely related and both point to UTC-vs-local timezone handling in session-memory filenames, but the packet only provides titles and soft similarity. That is not enough to confidently mark them as duplicates, so the safer call is a related-overlap, not a firm duplicate merge.", "confidence": 0.69, "canonical_issue_reason": "#64990 is the better representative because it is earlier and more specific about the affected hook and the daily filename behavior.", "canonical_pr_reason": null, "best_issue_reason": "#64990 is the strongest issue representative for this cluster because it precisely names the UTC-vs-local filename bug without overgeneralizing.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:64990", "right": "issue:67568", "accept": false, "reason": "The titles strongly suggest overlap around UTC-vs-local date handling, but the evidence is limited to soft similarity and does not justify a firm same-bug duplicate decision." } ] }, "evaluator_result": { "accept": false, "feedback": "The pairing is plausibly related, but the verdict is too strong for the evidence in the packet. We only have titles and soft similarity, with deterministic_accept=false, so calling them the same bug/duplicates overstates what is grounded. A more conservative conclusion would be that they appear closely related and may overlap on UTC-vs-local filename/date handling, but the packet does not justify a firm duplicate decision." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 46, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65031-2", "nodes": [ "issue:65031", "issue:65032" ], "soft_pairs": [ "issue:65031|issue:65032" ], "prepared_review_unit_hash": "a38985c426af4a0394cdf03e44538b48b59639abe114189be7187842def13fa6", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1605, "estimated_input_tokens": 402, "estimated_eval_tokens": 1060 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1605, "estimated_input_tokens": 402, "estimated_eval_tokens": 1060 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues describe the same startup regression in the official Docker image for `dist/index.js` subcommands, with nearly identical symptoms and timing. They are strong duplicates.", "confidence": 0.99, "canonical_issue_reason": "Issue #65032 is the most specific statement of the bug: it names the `node dist/index.js` invocation and the observed 42s-49s startup delay, making it a clear representative report.", "canonical_pr_reason": null, "best_issue_reason": "Issue #65032 is the best issue candidate because it is the clearest, most concrete description of the problem and symptom range.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65031", "right": "issue:65032", "accept": true, "reason": "Same underlying bug: both report very slow startup of `dist/index.js` subcommands in the official Docker image, with overlapping timings and no meaningful distinction beyond phrasing." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both issues concern slow startup of `dist/index.js` subcommands in the official Docker image, and the timing ranges overlap substantially. The canonical-issue choice is reasonable, and the soft-edge duplicate verdict is conservative enough." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 47, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65039-2", "nodes": [ "issue:65039", "issue:67453" ], "soft_pairs": [ "issue:65039|issue:67453" ], "prepared_review_unit_hash": "8ee7599d5e76da98e355f7710c1a3c4328237276debcaffbabe024820cb27b9e", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1629, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1629, "estimated_input_tokens": 408, "estimated_eval_tokens": 1072 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues both involve Discord voice, but they describe different failures: one is a voice handshake/connection abort before Ready, the other is a playback/TTS provider registration problem after joining. They should not be clustered as duplicates.", "confidence": 0.97, "canonical_issue_reason": "Issue 65039 is the more concrete voice-connection bug, with a clear failure point in the WS/UDP handshake and stronger diagnostic value for the cluster.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65039 is the best representative because it names the specific code path and failure mode, while 67453 is a separate downstream playback/TTS issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65039", "right": "issue:67453", "accept": false, "reason": "Different underlying problems: 65039 is a Discord voice gateway/UDP handshake abort before Ready, while 67453 is a TTS provider registration/playback failure after voice join." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 48, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65104-2", "nodes": [ "issue:65104", "issue:66162" ], "soft_pairs": [ "issue:65104|issue:66162" ], "prepared_review_unit_hash": "fd2d003cf44253655f741db8b47c00dc1a8d047ae49893eb571aea2a6b1f4b6b", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1504, "estimated_input_tokens": 376, "estimated_eval_tokens": 1008 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1504, "estimated_input_tokens": 376, "estimated_eval_tokens": 1008 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items look like misfiled/placeholder issues rather than substantive reports. They are similar in tone, but not the same underlying bug or change, so they should not be deduplicated.", "confidence": 0.93, "canonical_issue_reason": "Issue 65104 is the cleaner anchor: it is a direct, generic \"filed in wrong repository\" report with minimal extra baggage.", "canonical_pr_reason": null, "best_issue_reason": "Issue 65104 is the best issue representative for this cluster because it is the most straightforward misfiled-placeholder entry; 66162 is similarly non-actionable but more explicitly a chore/ignore note.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65104", "right": "issue:66162", "accept": false, "reason": "Both are misfiled/placeholder issues, but they do not describe the same concrete bug or change, so this is not a true duplicate." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 49, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65131-2", "nodes": [ "issue:65131", "issue:67238" ], "soft_pairs": [ "issue:65131|issue:67238" ], "prepared_review_unit_hash": "54eedd24edb6e634f5c873f3639df04743c88045a6c8a413ee4a4fed67e02a16", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1602, "estimated_input_tokens": 401, "estimated_eval_tokens": 1058 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are closely related feature requests about suppressing non-user/system text in the Control UI chat window, but one is broad and the other is specifically about heartbeat polling messages.", "confidence": 0.79, "canonical_issue_reason": "Issue #65131 is the broader request and can encompass filtering all system messages in the Control UI chat window, including heartbeat-style notices.", "canonical_pr_reason": null, "best_issue_reason": "Issue #65131 is the best single issue to keep because it states the general user need and is more likely to subsume narrower variants.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65131", "right": "issue:67238", "accept": false, "reason": "Related, but not clearly the same underlying request: #67238 narrows the scope to heartbeat polling messages, while #65131 asks for hiding all system messages. The narrower behavior could be implemented differently from a general system-message filter." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 50, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65158-2", "nodes": [ "issue:65158", "issue:65160" ], "soft_pairs": [ "issue:65158|issue:65160" ], "prepared_review_unit_hash": "3b09b85ceac0417516b76360a3bafeb34335cdc4cd69f7e0f24f0e5c2db14f58", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1551, "estimated_input_tokens": 388, "estimated_eval_tokens": 1032 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1551, "estimated_input_tokens": 388, "estimated_eval_tokens": 1032 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two open issues have identical titles and soft-similarity evidence, so they are likely related duplicates, but the packet does not include the issue bodies, so the match should be treated as provisional rather than definitive.", "confidence": 0.76, "canonical_issue_reason": "issue:65160 is the tentative canonical issue because it shares the exact title and has the longer body length, which may indicate a more complete report, but the packet does not expose the bodies to confirm that it fully subsumes issue:65158.", "canonical_pr_reason": null, "best_issue_reason": "issue:65160 is the best cluster representative on the available metadata: same title, stronger soft-similarity evidence, and a longer description field. This is a provisional choice because the actual issue content is not visible.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65158", "right": "issue:65160", "accept": true, "reason": "Same title plus soft-similarity evidence makes this a plausible duplicate pair, but without the bodies this should be read as a tentative duplicate classification rather than a certain one." } ] }, "evaluator_result": { "accept": false, "feedback": "The pairing is plausible, but the analyst overstates what the packet supports. The packet only shows that the issues share the same title and have soft-similarity evidence; it does not show the issue bodies, so claims like \u201csame underlying feature request,\u201d \u201cexact same request,\u201d or that 65160 has a fuller description should be stated more cautiously. The duplicate verdict should be framed as tentative rather than definitive." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 51, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65246-3", "nodes": [ "issue:65246", "issue:65249", "issue:65250" ], "soft_pairs": [ "issue:65246|issue:65249", "issue:65246|issue:65250" ], "prepared_review_unit_hash": "c7385642d2644a1c421f601b99179ca3b1bd9d51ff08c09a41dc986bc6a00972", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2560, "estimated_input_tokens": 640, "estimated_eval_tokens": 1536 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2560, "estimated_input_tokens": 640, "estimated_eval_tokens": 1536 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are three related but distinct feature proposals around memory optimization: tiered storage/archiving, AI relevance filtering, and micro-compression. They do not read like duplicates of the same underlying change, so the cluster should not be merged.", "confidence": 0.91, "canonical_issue_reason": "No true duplicate is present; if one issue must represent the group, #65249 is the broadest/most central memory-selection proposal.", "canonical_pr_reason": null, "best_issue_reason": "#65249 is the best representative because it describes the most general mechanism (dynamic context filtering) and sits closest to the common memory-management theme, but it is still not the same feature as the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65246", "right": "issue:65249", "accept": false, "reason": "Related memory-management ideas, but tiered auto-archiving is a different mechanism from AI-based relevance filtering; not the same underlying bug/change." }, { "left": "issue:65246", "right": "issue:65250", "accept": false, "reason": "Hot/warm/cold archival tiers and micro-compression solve different problems and would not plausibly collapse into one concrete change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 52, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65310-2", "nodes": [ "issue:65310", "issue:65349" ], "soft_pairs": [ "issue:65310|issue:65349" ], "prepared_review_unit_hash": "151be1da34579560ce75ed38a0464fde66298c7b0ccfa52375ff52221903c2f2", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1665, "estimated_input_tokens": 417, "estimated_eval_tokens": 1090 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1665, "estimated_input_tokens": 417, "estimated_eval_tokens": 1090 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are unrelated: one reports a 404 when IMA Skill reads knowledge-base article content, while the other requests a new OpenAPI token-usage query endpoint. They should not be clustered as duplicates.", "confidence": 0.98, "canonical_issue_reason": "issue #65310 is the more concrete bug report, with a specific failing call path (`get_knowledge_content` returning 404).", "canonical_pr_reason": null, "best_issue_reason": "#65310 is the best representative issue because it describes a specific user-facing failure and is actionable for triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65310", "right": "issue:65349", "accept": false, "reason": "Different product areas and different request types: a knowledge-content 404 bug versus a feature request for a token-usage query API. No evidence they share the same underlying defect or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 53, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65353-2", "nodes": [ "issue:65353", "issue:65358" ], "soft_pairs": [ "issue:65353|issue:65358" ], "prepared_review_unit_hash": "a052d2b523c597681e7b6fc002a82babd5f91146214db1060acd07aa2e14f39c", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1636, "estimated_input_tokens": 409, "estimated_eval_tokens": 1074 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1636, "estimated_input_tokens": 409, "estimated_eval_tokens": 1074 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues likely relate to the same 2026.4.10 regression in agent/session state, but the evidence is too thin to treat them as the same bug with confidence. 65358 is the cleaner single-issue report; 65353 adds an additional stale CLI-path symptom that could indicate a broader or adjacent problem.", "confidence": 0.69, "canonical_issue_reason": "65358 is the narrower, more focused report of the core regression: agent memory/session state breaking after the 2026.4.10 update. It is the better anchor for duplicate triage.", "canonical_pr_reason": null, "best_issue_reason": "65358 is the best issue candidate because it describes the central failure mode without bundling in the extra stale CLI path breakage mentioned in 65353.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65353", "right": "issue:65358", "accept": false, "reason": "Reject as a hard duplicate: the only signal is low-confidence soft similarity (Jaccard ~0.20), with no shared filenames, targets, or explicit links. They may be related, but the evidence is not strong enough to say they are the same underlying regression." } ] }, "evaluator_result": { "accept": false, "feedback": "The summary is directionally grounded in the packet, but the soft-edge verdict is too strong for the evidence available. The only pair signal is low-confidence soft similarity (Jaccard ~0.20) with no shared targets/files or explicit links, so treating the issues as the same underlying regression is not sufficiently conservative. This should be hedged as a possible/likely duplicate, not an accepted one." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 54, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65464-3", "nodes": [ "issue:65464", "issue:67441", "issue:67488" ], "soft_pairs": [ "issue:65464|issue:67441", "issue:67441|issue:67488" ], "prepared_review_unit_hash": "9c2b281c0d4e32197ba1ee77c23a6ad9c95df28542c3da1d3369696e89271c64", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2540, "estimated_input_tokens": 635, "estimated_eval_tokens": 1526 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2540, "estimated_input_tokens": 635, "estimated_eval_tokens": 1526 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The cron-status regression issues 65464 and 67441 appear to describe the same underlying bug: a cron run keeps an error/lastRunStatus state even after a later retry succeeds. Issue 67488 is unrelated and concerns serialization of special characters in edit-tool arguments.", "confidence": 0.89, "canonical_issue_reason": "#65464 is the broader, cleaner description of the cron error-state persistence bug and best captures the shared failure mode seen in #67441.", "canonical_pr_reason": null, "best_issue_reason": "#65464 is the best representative issue for the duplicate cluster because it states the core symptom without narrowing it to one transport-specific false positive.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65464", "right": "issue:67441", "accept": true, "reason": "Both report the same cron bug: an error status/lastError remains set even though a later delivery or retry succeeded." }, { "left": "issue:67441", "right": "issue:67488", "accept": false, "reason": "These concern different failures: cron status reporting versus result serialization with special characters in edit-tool arguments." } ] }, "evaluator_result": { "accept": true, "feedback": "The clustering is grounded in the packet: 65464 and 67441 both describe cron status/error state remaining incorrect after a successful delivery, while 67488 is about edit-tool argument serialization and is clearly separate. The representative/canonical choice of 65464 is also conservative because it states the broader symptom without the QA-transport narrowing in 67441." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 55, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65477-2", "nodes": [ "issue:65477", "issue:65487" ], "soft_pairs": [ "issue:65477|issue:65487" ], "prepared_review_unit_hash": "a76353ae0700fb7535a11e7282658f6381b22e554e9f5c103e62ac06b63be7e6", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1511, "estimated_input_tokens": 378, "estimated_eval_tokens": 1012 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1511, "estimated_input_tokens": 378, "estimated_eval_tokens": 1012 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are closely related feature requests for the usage footer, but they ask for different information: one wants the model name, the other wants context/token usage. They are similar in surface area, not the same underlying issue.", "confidence": 0.9, "canonical_issue_reason": "issue #65487 is the more specific and actionable request about adding usage metrics to the footer, while #65477 is a separate request for the model name.", "canonical_pr_reason": null, "best_issue_reason": "issue #65487 is the best representative of the cluster because it targets a concrete footer enhancement and has the narrower, clearer scope.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65477", "right": "issue:65487", "accept": false, "reason": "Both concern the usage footer, but one requests model name display and the other requests token/context usage. They are related UI enhancements, not the same bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 56, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65485-3", "nodes": [ "issue:65485", "issue:66130", "issue:67161" ], "soft_pairs": [ "issue:65485|issue:67161", "issue:66130|issue:67161" ], "prepared_review_unit_hash": "096cc887652c4d0789db384432c7e92e30e2c61f0671e6e324a5bc813ef2c3d2", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2564, "estimated_input_tokens": 641, "estimated_eval_tokens": 1538 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2564, "estimated_input_tokens": 641, "estimated_eval_tokens": 1538 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These issues cluster around gateway restarts triggered by config changes, but only two appear to describe the same underlying failure mode: active ACP/agent sessions being terminated during restart. The 5+ minute global drain/blocking report looks adjacent but distinct.", "confidence": 0.73, "canonical_issue_reason": "65485 is the broadest, most representative description of the shared bug: non-critical config changes triggering gateway SIGTERM restarts that kill in-flight work. It covers the core failure mode without narrowing to one protocol/error string.", "canonical_pr_reason": null, "best_issue_reason": "65485 is the best cluster anchor because it describes the underlying restart-induced interruption in general terms, making it the most suitable canonical issue for the duplicate set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65485", "right": "issue:67161", "accept": true, "reason": "Both describe config-triggered gateway restarts aborting active agent/session work; 67161\u2019s ACP_TURN_FAILED looks like a concrete manifestation of the same restart interruption bug." }, { "left": "issue:66130", "right": "issue:67161", "accept": false, "reason": "They share the restart/drain context, but one is about prolonged drain blocking all channels while the other is about ACP agent session termination; the symptom and likely failure mode are not specific enough to treat as the same bug." } ] }, "evaluator_result": { "accept": true, "feedback": "The clustering is grounded in the packet: 65485 and 67161 both describe config-triggered gateway restarts terminating in-flight agent/session work, while 66130 is about prolonged global drain/blocking and is reasonably treated as adjacent but distinct. The canonical anchor choice is conservative, and the soft-edge verdicts do not overstate the evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 57, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65504-2", "nodes": [ "issue:65504", "issue:65505" ], "soft_pairs": [ "issue:65504|issue:65505" ], "prepared_review_unit_hash": "bdc2122009186171d5d8f5d6f8b2a49bed247762e027a37cd9aac4fa4832d031", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1574, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1574, "estimated_input_tokens": 394, "estimated_eval_tokens": 1044 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are related thematically around timeouts, but they describe different failure modes in different execution contexts: live gateway Anthropic responsiveness degradation vs. embedded-run timeout attribution/auth-profile poisoning. They should not be merged as duplicates.", "confidence": 0.86, "canonical_issue_reason": "Issue #65504 is the more focused user-facing symptom report, centered on live gateway false Anthropic timeouts and degraded responsiveness.", "canonical_pr_reason": null, "best_issue_reason": "#65504 is the best representative issue because it names the concrete live-gateway timeout symptom directly and is narrower/more actionable than the broader embedded-run attribution/auth-profile report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65504", "right": "issue:65505", "accept": false, "reason": "Both mention timeouts, but #65504 is about live gateway Anthropic false timeouts and responsiveness degradation, while #65505 is about embedded-run timeout attribution and auth-profile poisoning. Different contexts and root-cause hypotheses make them separate issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 58, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65518-2", "nodes": [ "issue:65518", "issue:65523" ], "soft_pairs": [ "issue:65518|issue:65523" ], "prepared_review_unit_hash": "55a0ededabf09a6cfc4c8456cc2eade418dabdbccaca08cbebf3847c99b66faf", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1622, "estimated_input_tokens": 406, "estimated_eval_tokens": 1068 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1622, "estimated_input_tokens": 406, "estimated_eval_tokens": 1068 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues describe the same underlying problem with `.deleted.*` session files not being auto-purged; one reports the leak/symptom, the other proposes the same fix as a configurable retention-based purge.", "confidence": 0.88, "canonical_issue_reason": "Issue 65523 is the better canonical tracker because it is open, explicitly states the desired remediation, and is more actionable for implementation and triage.", "canonical_pr_reason": null, "best_issue_reason": "65523 best represents the cluster because it captures the concrete requested behavior change rather than only the observed accumulation symptom.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65518", "right": "issue:65523", "accept": true, "reason": "Same underlying session-file retention problem: 65518 reports indefinite accumulation, and 65523 proposes the auto-purge mechanism to address it." } ] }, "evaluator_result": { "accept": true, "feedback": "The conclusions are grounded in the packet: both titles refer to `.deleted.*` soft-deleted session files and retention/purge behavior, so treating them as the same cluster is reasonable. The canonical choice of 65523 is also supported by its explicit feature/remediation framing and open state. No overstatement stands out from the available evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 59, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65525-2", "nodes": [ "issue:65525", "issue:65526" ], "soft_pairs": [ "issue:65525|issue:65526" ], "prepared_review_unit_hash": "3f2f2efc1a44f04b99f6d6d653bd48ab86bde2f4071c1102d85e1880a6cfb5af", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1615, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1615, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are related environment-propagation reports for MCP stdio servers, but they target different variables and different outcomes: one is a concrete NODE_OPTIONS inheritance bug, the other is a broader feature request to propagate proxy env vars. They should not be deduplicated.", "confidence": 0.92, "canonical_issue_reason": "#65525 is the more concrete bug report: it describes a specific failure mode, broken proxy-only sandbox environments, caused by MCP stdio servers not inheriting NODE_OPTIONS.", "canonical_pr_reason": null, "best_issue_reason": "#65525 is the best canonical issue because it names a precise runtime defect and likely has the clearest fix/verification path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65525", "right": "issue:65526", "accept": false, "reason": "Related environment-handling topic, but not the same underlying change: one is about NODE_OPTIONS inheritance, the other is a broader proxy-env propagation feature request. They should be tracked separately." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 60, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65643-2", "nodes": [ "issue:65643", "issue:65982" ], "soft_pairs": [ "issue:65643|issue:65982" ], "prepared_review_unit_hash": "9efe8c61e1995a3830127eedcd5009c47225b69b2979d7e3a9e7391b1d54c30f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1617, "estimated_input_tokens": 405, "estimated_eval_tokens": 1066 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1617, "estimated_input_tokens": 405, "estimated_eval_tokens": 1066 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both issues describe the same `--profile`/LaunchAgent routing bug in multi-gateway setups; one is framed as an environment-variable cleanup problem, the other as wrong restart/status targeting.", "confidence": 0.93, "canonical_issue_reason": "Issue 65643 is the better canonical issue because it states the likely root cause (`OPENCLAW_LAUNCHD_LABEL` not being cleared) and the concrete bad outcome (gateway status resolving the wrong plist).", "canonical_pr_reason": null, "best_issue_reason": "Issue 65643 is the strongest representative for the cluster: it is more specific, names the suspected mechanism, and captures the failure mode clearly.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65643", "right": "issue:65982", "accept": true, "reason": "They appear to be the same underlying bug: using `--profile` in a multi-gateway context causes restart/status to target the wrong LaunchAgent, likely due to stale `OPENCLAW_LAUNCHD_LABEL` handling." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both titles describe the same `--profile` / multi-gateway LaunchAgent misrouting problem, and the chosen canonical issue is the more specific one. The soft-edge verdict is conservative enough given the available evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 61, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65683-2", "nodes": [ "issue:65683", "issue:65684" ], "soft_pairs": [ "issue:65683|issue:65684" ], "prepared_review_unit_hash": "0d1d4334dc95ced95b81e7dc3e075c13e44973450f72742f26ea26826eb28969", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1625, "estimated_input_tokens": 407, "estimated_eval_tokens": 1070 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1625, "estimated_input_tokens": 407, "estimated_eval_tokens": 1070 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are not duplicates: one is about TypeScript type-safety problems, the other about removing console statements from production code. They are separate code-quality concerns with different fixes.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No single canonical issue; 65683 is the more specific bug report, but it does not subsume 65684.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65683", "right": "issue:65684", "accept": false, "reason": "Different underlying problems and remediation paths: type-safety/`any` usage versus logging statements." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 62, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65814-3", "nodes": [ "issue:65814", "issue:65815", "issue:65818" ], "soft_pairs": [ "issue:65814|issue:65815", "issue:65814|issue:65818" ], "prepared_review_unit_hash": "9f1a5b88ba15f159ad27b0a9bd361b03600fad72ccd0dfdcc59a6b5067a8bd98", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2447, "estimated_input_tokens": 612, "estimated_eval_tokens": 1480 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2447, "estimated_input_tokens": 612, "estimated_eval_tokens": 1480 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The issues are related only at a high level around gateway operational recovery, but they describe different features. 65815 is the broadest gateway-recovery proposal; 65814 is a specific rollback mechanism under that umbrella. 65818 is about doctor dry-run/diff and is unrelated.", "confidence": 0.72, "canonical_issue_reason": "Issue 65815 is the best canonical issue because it is the broadest and most umbrella-like gateway recovery proposal, while 65814 reads as one possible tactic within that space.", "canonical_pr_reason": null, "best_issue_reason": "65815 is the strongest global issue candidate since it captures the wider recovery direction without being as implementation-specific as 65814.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65814", "right": "issue:65815", "accept": false, "reason": "Related recovery themes, but not the same underlying feature: 65814 is automatic config rollback on gateway failure, while 65815 is a broader graduated crash-recovery ladder. They could coexist as separate changes." }, { "left": "issue:65814", "right": "issue:65818", "accept": false, "reason": "Different problem domains: gateway failure rollback versus doctor dry-run/diff mode. No evidence they are the same change or bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 63, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65817-4", "nodes": [ "issue:65817", "issue:65821", "issue:66010", "issue:66011" ], "soft_pairs": [ "issue:65817|issue:66010", "issue:65821|issue:66011", "issue:66010|issue:66011" ], "prepared_review_unit_hash": "93d3a0fdcec3c80159a66e37b45d3d51caa271f30df3713c56fba0bee2353a54", "component_budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 3, "serialized_chars": 3402, "estimated_input_tokens": 851, "estimated_eval_tokens": 1958 }, "budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 3, "serialized_chars": 3402, "estimated_input_tokens": 851, "estimated_eval_tokens": 1958 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster appears to contain two title-related feature threads, but the packet only provides titles and soft-similarity scores. That is not enough to establish duplicate status for 65817~66010 or 65821~66011. The cross-pair 66010~66011 is correctly rejected as a different feature area.", "confidence": 0.79, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "If a representative issue is needed, 66010 is the clearest single title for the circuit-breaker thread, but it should not be treated as a confirmed duplicate of 65817 based on the available evidence.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65817", "right": "issue:66010", "accept": false, "reason": "The titles are closely related, but only titles and similarity scores are available here. That is enough to suggest relatedness, not enough to confirm a duplicate or same underlying request." }, { "left": "issue:65821", "right": "issue:66011", "accept": false, "reason": "These titles are similarly phrased, but the packet lacks body-level evidence showing the same request or code path. Related topic, duplicate status not established." }, { "left": "issue:66010", "right": "issue:66011", "accept": false, "reason": "Different feature areas: sub-agent cascade circuit breaker versus configurable quality gate hooks on file writes. Shared agent/reliability framing is too broad to merge." } ] }, "evaluator_result": { "accept": false, "feedback": "The analysis overstates the evidence. The packet only shows titles plus soft_similarity scores; there is no body-level content to support claims like \"same underlying feature request,\" \"nearly identical scope,\" or \"clear duplicate/rephrasing.\" The conservative call is that 65817~66010 and 65821~66011 look related by title, but duplicate status is not established. The negative verdict on 66010~66011 is fine, but the positive soft-edge accepts are too strong given the available evidence." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 64, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65820-2", "nodes": [ "issue:65820", "issue:65823" ], "soft_pairs": [ "issue:65820|issue:65823" ], "prepared_review_unit_hash": "c6747a36cedf5c31dfdc8e1fc255851e2e5475e41ecefad93384e65d58efaf1d", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1529, "estimated_input_tokens": 383, "estimated_eval_tokens": 1022 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1529, "estimated_input_tokens": 383, "estimated_eval_tokens": 1022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are unrelated feature requests: one asks for an MCP tool file-access deny list, the other for multi-agent output provenance tracking. There is no evidence they describe the same underlying problem.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65820", "right": "issue:65823", "accept": false, "reason": "Different feature areas and goals; no shared filenames, targets, or concrete code-path overlap. The similarity is only topical (both are feature requests), not duplicate-level." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 65, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65864-3", "nodes": [ "issue:65864", "issue:65866", "issue:65868" ], "soft_pairs": [ "issue:65864|issue:65866", "issue:65864|issue:65868" ], "prepared_review_unit_hash": "701f4bc6d5a30111261f2c08033eb801680d3270b6e03cc34d63d64d6c9a20e9", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2567, "estimated_input_tokens": 642, "estimated_eval_tokens": 1540 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 2567, "estimated_input_tokens": 642, "estimated_eval_tokens": 1540 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The three issues are separate feature requests in different integrations: Zalo docs, MiniMax TTS docs, and QQBot error messaging. They are superficially similar as support/documentation improvements, but not duplicates.", "confidence": 0.98, "canonical_issue_reason": "Issue 65864 is the cleanest self-contained doc request, but it does not overlap in functionality with the other two issues.", "canonical_pr_reason": null, "best_issue_reason": "65864 is the best representative only in the sense that it is a straightforward documentation task; the cluster does not contain a true duplicate set.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65864", "right": "issue:65866", "accept": false, "reason": "Different integrations and different env vars; both are doc requests, but they are not the same underlying change." }, { "left": "issue:65864", "right": "issue:65868", "accept": false, "reason": "One is documentation for Zalo env vars, the other is improving QQBot error messages; unrelated feature work and codepaths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 66, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65910-2", "nodes": [ "issue:65910", "issue:65934" ], "soft_pairs": [ "issue:65910|issue:65934" ], "prepared_review_unit_hash": "945eaf0de555a07a6cfadaca4eced587d5410edfc840dcd601f1e29d01c1a16a", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1589, "estimated_input_tokens": 398, "estimated_eval_tokens": 1052 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1589, "estimated_input_tokens": 398, "estimated_eval_tokens": 1052 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues describe the same bug: recall signals are emitted for memory search but not for read/exec tool usage. They should be clustered together.", "confidence": 0.98, "canonical_issue_reason": "Issue #65910 is slightly earlier and states the underlying problem directly: read/exec tool usage does not generate recall signals.", "canonical_pr_reason": null, "best_issue_reason": "Issue #65910 is the best representative because it is earlier and more specific about the missing recall-signal path.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:65910", "right": "issue:65934", "accept": true, "reason": "Both titles describe the same underlying memory recall bug: recall signals are missing for read/exec tool usage and only occur from memory search." } ] }, "evaluator_result": { "accept": true, "feedback": "Grounded in the packet: both issue titles describe the same recall-signal defect, specifically the read/exec vs memory-search mismatch. The canonical issue choice is also reasonable because 65910 is slightly earlier and directly states the missing recall-signal path. The soft-edge accept is conservative enough here given the close title-level overlap and no contrary evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 67, "component_count": 84, "review_unit_index": 1, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65953-15", "nodes": [ "issue:65953", "issue:66250", "issue:66264", "issue:66270", "issue:67383", "issue:67384", "issue:67385", "issue:67386", "issue:67387", "issue:67388", "issue:67389", "issue:67390", "issue:67391", "issue:67392" ], "soft_pairs": [ "issue:66250|issue:66264", "issue:66264|issue:66270", "issue:65953|issue:67383", "issue:65953|issue:67384", "issue:65953|issue:67385", "issue:65953|issue:67386", "issue:65953|issue:67387", "issue:65953|issue:67388", "issue:65953|issue:67389", "issue:65953|issue:67390", "issue:65953|issue:67391", "issue:65953|issue:67392", "issue:67383|issue:67384", "issue:67383|issue:67385", "issue:67383|issue:67386", "issue:67383|issue:67387", "issue:67383|issue:67388", "issue:67383|issue:67389", "issue:67383|issue:67390", "issue:67383|issue:67391", "issue:67383|issue:67392", "issue:67384|issue:67385", "issue:67384|issue:67386", "issue:67384|issue:67387" ], "prepared_review_unit_hash": "8b7b9c18060bd5dec8ddc0880f2f3d402cb169f243c30ec031b429b01883d3c1", "component_budget": { "node_count": 15, "item_count": 15, "soft_pair_count": 47, "serialized_chars": 24004, "estimated_input_tokens": 6001, "estimated_eval_tokens": 12258 }, "budget": { "node_count": 14, "item_count": 14, "soft_pair_count": 24, "serialized_chars": 13985, "estimated_input_tokens": 3497, "estimated_eval_tokens": 7250 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is dominated by placeholder/test issues with minimal body content, so there is no strong duplicate signal; the most informative ticket is the version-tagged sandbox bug report.", "confidence": 0.83, "canonical_issue_reason": "issue:66264 is the most specific issue here: it includes a release scope tag and an updated bug description, while the others are generic test placeholders.", "canonical_pr_reason": null, "best_issue_reason": "issue:66264 is the best representative issue because it is the only one that looks even partially like a real bug report and is still open for triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66250", "right": "issue:66264", "accept": false, "reason": "Both are vague, but the titles are not enough to prove the same underlying bug; no body or linkage evidence ties them together." }, { "left": "issue:66264", "right": "issue:66270", "accept": false, "reason": "Different titles and no concrete reproduction/details; they may both be test bugs, but the underlying issue is not established." }, { "left": "issue:65953", "right": "issue:67383", "accept": false, "reason": "Identical generic titles are insufficient evidence without substantive description or shared targets." }, { "left": "issue:65953", "right": "issue:67384", "accept": false, "reason": "Both are placeholder 'test' issues with no evidence they refer to the same bug rather than separate test entries." }, { "left": "issue:65953", "right": "issue:67385", "accept": false, "reason": "No body/detail evidence; identical titles alone do not justify duplicate acceptance." }, { "left": "issue:65953", "right": "issue:67386", "accept": false, "reason": "These look like separate placeholder issues, not a verified same-bug duplicate pair." }, { "left": "issue:65953", "right": "issue:67387", "accept": false, "reason": "No concrete code-path, repro, or linkage evidence connects these two test issues." }, { "left": "issue:65953", "right": "issue:67388", "accept": false, "reason": "The similarity is only the generic title; that is too weak to merge as duplicates." }, { "left": "issue:65953", "right": "issue:67389", "accept": false, "reason": "No substantive content beyond the word 'test' to prove a shared underlying problem." }, { "left": "issue:65953", "right": "issue:67390", "accept": false, "reason": "Placeholder titles/body give no reliable duplicate signal." }, { "left": "issue:65953", "right": "issue:67391", "accept": false, "reason": "Insufficient evidence of a common bug; looks like independent test noise." }, { "left": "issue:65953", "right": "issue:67392", "accept": false, "reason": "Generic test issues with no detailed overlap cannot be safely deduplicated." }, { "left": "issue:67383", "right": "issue:67384", "accept": false, "reason": "Identical titles alone are not enough; both lack descriptive content or shared implementation targets." }, { "left": "issue:67383", "right": "issue:67385", "accept": false, "reason": "No evidence beyond the same placeholder title, so they should remain separate." }, { "left": "issue:67383", "right": "issue:67386", "accept": false, "reason": "These appear to be separate test artifacts rather than the same bug report." }, { "left": "issue:67383", "right": "issue:67387", "accept": false, "reason": "No concrete overlap in description or target; duplicate status is not established." }, { "left": "issue:67383", "right": "issue:67388", "accept": false, "reason": "Generic repeated title is too weak to infer a true duplicate." }, { "left": "issue:67383", "right": "issue:67389", "accept": false, "reason": "There is no substantive evidence that these are the same issue." }, { "left": "issue:67383", "right": "issue:67390", "accept": false, "reason": "Placeholder issues with identical titles should not be merged without stronger matching evidence." }, { "left": "issue:67383", "right": "issue:67391", "accept": false, "reason": "No body, target, or repro details connect them as the same underlying bug." }, { "left": "issue:67383", "right": "issue:67392", "accept": false, "reason": "Insufficient signal to accept a duplicate relationship." }, { "left": "issue:67384", "right": "issue:67385", "accept": false, "reason": "Both are empty test placeholders; identical titles alone are not enough." }, { "left": "issue:67384", "right": "issue:67386", "accept": false, "reason": "No concrete evidence of the same underlying bug or change." }, { "left": "issue:67384", "right": "issue:67387", "accept": false, "reason": "The cluster signal is only title similarity, which is too weak here." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 67, "component_count": 84, "review_unit_index": 2, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65953-15", "nodes": [ "issue:65953", "issue:66250", "issue:66270", "issue:67217", "issue:67383", "issue:67384", "issue:67385", "issue:67386", "issue:67387", "issue:67388", "issue:67389", "issue:67390", "issue:67391", "issue:67392" ], "soft_pairs": [ "issue:67384|issue:67388", "issue:67384|issue:67389", "issue:67384|issue:67390", "issue:67384|issue:67391", "issue:67384|issue:67392", "issue:67385|issue:67386", "issue:67385|issue:67387", "issue:67385|issue:67388", "issue:67385|issue:67389", "issue:67385|issue:67390", "issue:67385|issue:67391", "issue:67385|issue:67392", "issue:67386|issue:67387", "issue:67386|issue:67388", "issue:67386|issue:67389", "issue:67386|issue:67390", "issue:67386|issue:67391", "issue:67386|issue:67392", "issue:65953|issue:66250", "issue:66250|issue:67383", "issue:66250|issue:67384", "issue:66250|issue:67385", "issue:66270|issue:67217" ], "prepared_review_unit_hash": "5d72d5b7c964d6885cf1442ec548fb10291984fcf8b1aecd1ecc636390b8842f", "component_budget": { "node_count": 15, "item_count": 15, "soft_pair_count": 47, "serialized_chars": 24004, "estimated_input_tokens": 6001, "estimated_eval_tokens": 12258 }, "budget": { "node_count": 14, "item_count": 14, "soft_pair_count": 23, "serialized_chars": 13634, "estimated_input_tokens": 3409, "estimated_eval_tokens": 7074 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is dominated by near-empty placeholder issues with generic titles like \"test\" and \"Bug\", so there isn\u2019t enough substance to confidently unify any pair. The most representative issue is the slightly more descriptive [test] Updated Title entry, but overall signal is weak.", "confidence": 0.46, "canonical_issue_reason": "issue:66250 has the most informative title/body among the placeholder issues, so it is the best representative even though it is still very generic.", "canonical_pr_reason": null, "best_issue_reason": "issue:66250 is the strongest global issue candidate because it is the only one with any meaningful extra text beyond a bare placeholder title.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67384", "right": "issue:67388", "accept": false, "reason": "Both are just \"test\" placeholders with no substantive body details; identical titles alone are not enough to confirm the same underlying issue." }, { "left": "issue:67384", "right": "issue:67389", "accept": false, "reason": "Same generic placeholder title, but no description or code-path evidence tying them to the same bug." }, { "left": "issue:67384", "right": "issue:67390", "accept": false, "reason": "Both are empty \"test\" issues; there is no concrete bug content to justify merging them." }, { "left": "issue:67384", "right": "issue:67391", "accept": false, "reason": "Identical placeholder titles, but no meaningful evidence of the same underlying problem." }, { "left": "issue:67384", "right": "issue:67392", "accept": false, "reason": "These are generic test entries with no substantive details, so the similarity is too weak to accept." }, { "left": "issue:67385", "right": "issue:67386", "accept": false, "reason": "Both are placeholder issues titled \"test\" and lack any distinguishing bug description." }, { "left": "issue:67385", "right": "issue:67387", "accept": false, "reason": "No concrete issue content is present beyond the shared placeholder title." }, { "left": "issue:67385", "right": "issue:67388", "accept": false, "reason": "The match is only superficial: generic \"test\" titles without enough evidence of the same defect." }, { "left": "issue:67385", "right": "issue:67389", "accept": false, "reason": "Identical placeholder titles are not sufficient evidence for a duplicate triage merge." }, { "left": "issue:67385", "right": "issue:67390", "accept": false, "reason": "There is no underlying bug detail to show these are the same issue." }, { "left": "issue:67385", "right": "issue:67391", "accept": false, "reason": "Both entries are just \"test\" placeholders, so the pair cannot be safely unified." }, { "left": "issue:67385", "right": "issue:67392", "accept": false, "reason": "Generic title-only similarity is too weak to confirm a duplicate." }, { "left": "issue:67386", "right": "issue:67387", "accept": false, "reason": "These look like the same placeholder template, but there is no real bug description to validate a duplicate relationship." }, { "left": "issue:67386", "right": "issue:67388", "accept": false, "reason": "Both are bare \"test\" issues with no concrete evidence of the same root cause." }, { "left": "issue:67386", "right": "issue:67389", "accept": false, "reason": "Title similarity alone is insufficient here; there is no substantive body text." }, { "left": "issue:67386", "right": "issue:67390", "accept": false, "reason": "No distinct bug/path information is available to confirm they are the same issue." }, { "left": "issue:67386", "right": "issue:67391", "accept": false, "reason": "Generic placeholder issues should not be merged without stronger evidence." }, { "left": "issue:67386", "right": "issue:67392", "accept": false, "reason": "The pair lacks any concrete technical content beyond a shared test-like title." }, { "left": "issue:65953", "right": "issue:66250", "accept": false, "reason": "Both are test-like, but the titles/bodies are still too generic and not specific enough to establish the same underlying bug or change." }, { "left": "issue:66250", "right": "issue:67383", "accept": false, "reason": "The shared theme is only a generic test placeholder; there is no concrete defect description to match." }, { "left": "issue:66250", "right": "issue:67384", "accept": false, "reason": "These are similar in being test placeholders, but the evidence is far too thin to treat them as duplicates." }, { "left": "issue:66250", "right": "issue:67385", "accept": false, "reason": "No explicit bug details or code-path evidence connect these two issues." }, { "left": "issue:66270", "right": "issue:67217", "accept": false, "reason": "Both titles are generic bug placeholders, but there is no substantive description tying them to the same issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 68, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66060-2", "nodes": [ "issue:66060", "issue:66781" ], "soft_pairs": [ "issue:66060|issue:66781" ], "prepared_review_unit_hash": "a6bcedf27e1511641c50b26171dea968d65b60c0e4e99f0d11ed78c89db983d5", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1638, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1638, "estimated_input_tokens": 410, "estimated_eval_tokens": 1076 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The pair is not a duplicate cluster: one issue is about agent memory/search context including an oversized system prompt, while the other is about default tool permissions being too broad. They describe different bugs and would not be merged into one fix.", "confidence": 0.96, "canonical_issue_reason": "No canonical issue: the two issues concern different failure modes and different code paths.", "canonical_pr_reason": null, "best_issue_reason": "No best issue for deduplication; neither issue is a representative duplicate of the other.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66060", "right": "issue:66781", "accept": false, "reason": "Reject: the first concerns memory-context prompt bloat, while the second concerns default agent tool permissions. They are unrelated problems with different fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 69, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66109-2", "nodes": [ "issue:66109", "issue:66268" ], "soft_pairs": [ "issue:66109|issue:66268" ], "prepared_review_unit_hash": "bda6a8338a74b91cc22fe81cfc4bf68b80c4af22621e3cdbf1be378414b6dafe", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1597, "estimated_input_tokens": 400, "estimated_eval_tokens": 1056 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1597, "estimated_input_tokens": 400, "estimated_eval_tokens": 1056 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two open issues look closely related and may describe the same SSRF-policy regression, but the packet only provides title-level similarity plus a weak soft-similarity signal. With no body text, links, shared targets, or shared filenames, I would not treat them as a confirmed duplicate pair.", "confidence": 0.61, "canonical_issue_reason": "Issue 66268 is the better canonical representative because its title is more specific and operationally useful: it names the browser tool, the SSRF policy, and the failing hostname-based navigation case.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66268 is the best issue to keep as the cluster anchor because it preserves the most concrete failure mode in the available metadata.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66109", "right": "issue:66268", "accept": false, "reason": "The evidence is too thin to confirm the same underlying bug. The titles are similar, but the packet lacks body content, explicit links, shared targets, or code-level evidence, so this should be treated as possibly related rather than a definite duplicate." } ] }, "evaluator_result": { "accept": false, "feedback": "The clustering is plausible, but the analyst overstates the evidence. The packet only shows title-level soft similarity with no body text, links, or shared targets, and the deterministic pair result is false. It is safer to say the issues are closely related or possibly duplicates, not that they are definitively the same bug or that the duplicate relationship is strong. The confidence (0.93) is too high for the available evidence." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 70, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66212-4", "nodes": [ "issue:66212", "issue:66316", "issue:66332", "issue:66333" ], "soft_pairs": [ "issue:66212|issue:66332", "issue:66212|issue:66316", "issue:66316|issue:66332", "issue:66316|issue:66333" ], "prepared_review_unit_hash": "e5df5df3420df6688efa65e635627a272366226cdf94833a1fa3aa32df58ea87", "component_budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 4, "serialized_chars": 3929, "estimated_input_tokens": 983, "estimated_eval_tokens": 2222 }, "budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 4, "serialized_chars": 3929, "estimated_input_tokens": 983, "estimated_eval_tokens": 2222 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster is mostly a WebChat stream/history bug family, but only 66316 and 66332 look like the same underlying issue. The multi-tab input-blocking report (66212) and the silent truncation/final-broadcast report (66333) appear separate.", "confidence": 0.82, "canonical_issue_reason": "66332 is the best umbrella issue: it names the concrete WebChat code-path fixes (session-scoped run tracking, incremental history merge, unified stream rendering) that align closely with the symptom in 66316.", "canonical_pr_reason": null, "best_issue_reason": "66316 is the most user-facing and specific symptom report for the shared bug, but 66332 is a better canonical umbrella because it describes the corrective mechanism.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66212", "right": "issue:66332", "accept": false, "reason": "Both mention WebChat run/session behavior, but 66212 is about allowing input from any tab during active runs, while 66332 is about history merge and stream rendering. Related subsystem, not the same bug." }, { "left": "issue:66212", "right": "issue:66316", "accept": false, "reason": "66212 is multi-tab input blocking; 66316 is a missing final assistant message caused by history reload/stream collapse. Different user-visible failures and code paths." }, { "left": "issue:66316", "right": "issue:66332", "accept": true, "reason": "These describe the same underlying WebChat failure mode: final assistant output disappearing due to history/stream handling. 66332 reads like the concrete fix for the bug reported in 66316." }, { "left": "issue:66316", "right": "issue:66333", "accept": false, "reason": "66333 is about silent truncation and an undefined message in final broadcast, which is a different mechanism than the history-reload race and stream-collapse problem in 66316." } ] }, "evaluator_result": { "accept": true, "feedback": "The cluster summary is grounded in the packet: 66316 and 66332 are the only pair whose titles strongly line up as symptom report plus fix-oriented umbrella, while 66212 and 66333 read as separate WebChat failure modes. The soft-edge verdicts stay conservative and do not overclaim evidence from the titles alone." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 71, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66343-2", "nodes": [ "issue:66343", "issue:66349" ], "soft_pairs": [ "issue:66343|issue:66349" ], "prepared_review_unit_hash": "0e0be0317ecddf2b36cfd6cd88ebfc6a89990837a30b7e8901193293ea81aacf", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1606, "estimated_input_tokens": 402, "estimated_eval_tokens": 1060 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1606, "estimated_input_tokens": 402, "estimated_eval_tokens": 1060 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are near-identical duplicates: same title, same feature request, created minutes apart, with no evidence of different scope.", "confidence": 0.98, "canonical_issue_reason": "issue:66343 is the better canonical issue because it is still open and can serve as the active tracker for this request.", "canonical_pr_reason": null, "best_issue_reason": "issue:66343 is the best issue candidate in the cluster since it is open and the titles match exactly, indicating the clearest active home for the feature request.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66343", "right": "issue:66349", "accept": true, "reason": "Exact same title and same feature request, posted minutes apart; they appear to be duplicate reports of the same underlying request." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both issues have the exact same title, were created minutes apart, and the open issue is a reasonable canonical tracker. The soft-edge acceptance is conservative given the strong title match and temporal proximity." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 72, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66345-6", "nodes": [ "issue:66345", "issue:66346", "issue:66347", "issue:66348", "issue:66351", "issue:66352" ], "soft_pairs": [ "issue:66345|issue:66346", "issue:66345|issue:66347", "issue:66346|issue:66352", "issue:66346|issue:66351", "issue:66346|issue:66347", "issue:66348|issue:66352", "issue:66351|issue:66352" ], "prepared_review_unit_hash": "3c4cb924f6ce8fcf47217e859a6e726e070f428724a55767bc941c496abbcd17", "component_budget": { "node_count": 6, "item_count": 6, "soft_pair_count": 7, "serialized_chars": 6133, "estimated_input_tokens": 1534, "estimated_eval_tokens": 3324 }, "budget": { "node_count": 6, "item_count": 6, "soft_pair_count": 7, "serialized_chars": 6133, "estimated_input_tokens": 1534, "estimated_eval_tokens": 3324 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster is a single campaign/umbrella issue plus several distinct follow-up issues for individual prompt changes. They are related, but not duplicates of the same underlying bug or change.", "confidence": 0.96, "canonical_issue_reason": "issue:66345 is the broad umbrella for the sprint and best captures the shared initiative; the others are narrower sub-tasks for specific prompt updates.", "canonical_pr_reason": null, "best_issue_reason": "issue:66345 is the best cluster representative because it has the broadest scope and highest-level framing for the whole set of related prompt-enforcement changes.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66345", "right": "issue:66346", "accept": false, "reason": "Umbrella sprint issue vs one specific sub-issue (mandatory tool-use categories); related campaign, not the same change." }, { "left": "issue:66345", "right": "issue:66347", "accept": false, "reason": "Umbrella sprint issue vs a distinct execution-bias sub-task; same program, different concrete prompt edit." }, { "left": "issue:66346", "right": "issue:66352", "accept": false, "reason": "Different concrete changes: GPT-5 tool-use categories vs Gemini execution guidance overlay." }, { "left": "issue:66346", "right": "issue:66351", "accept": false, "reason": "Different prompt edits: mandatory tool categories vs enhanced verification checklist." }, { "left": "issue:66346", "right": "issue:66347", "accept": false, "reason": "Different behavior targets: tool-category enforcement vs act-don't-ask/tool-retry directives." }, { "left": "issue:66348", "right": "issue:66352", "accept": false, "reason": "Different scopes and targets: first-class provider tool_enforcement section vs Gemini-specific guidance overlay." }, { "left": "issue:66351", "right": "issue:66352", "accept": false, "reason": "Different prompt changes for different execution concerns; not one mergeable duplicate fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 73, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66361-2", "nodes": [ "issue:66361", "issue:66362" ], "soft_pairs": [ "issue:66361|issue:66362" ], "prepared_review_unit_hash": "34cbae5d915fd943ad063c5885a487121952ee85696c89eafb1186949457024b", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1655, "estimated_input_tokens": 414, "estimated_eval_tokens": 1084 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1655, "estimated_input_tokens": 414, "estimated_eval_tokens": 1084 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues have identical titles and very similar metadata, with 66362 currently open and already referenced. Based on the available packet, 66362 is the better canonical tracker, and the pair is best treated as a high-similarity likely duplicate rather than a fully verified duplicate since the issue bodies are not exposed.", "confidence": 0.91, "canonical_issue_reason": "66362 is the better canonical issue because it is open and has an inbound reference, while 66361 is already closed. The available metadata strongly suggests the two reports are about the same problem, though the body text is not available here.", "canonical_pr_reason": null, "best_issue_reason": "66362 is the best issue to keep as the primary record because it is the active/open report and already has external attention via an inbound reference.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66361", "right": "issue:66362", "accept": true, "reason": "They have identical titles and highly similar issue metadata, which makes them likely duplicates. I would treat this as a high-confidence duplicate candidate, but not claim full confirmation from the packet because the issue bodies are not visible." } ] }, "evaluator_result": { "accept": false, "feedback": "The conclusion is directionally reasonable, but the writeup is a bit too strong for the packet. We can verify that the two issues have identical titles, that 66362 is open, and that it has an inbound reference, so choosing 66362 as the better canonical tracker is plausible. However, the packet does not expose the issue bodies, so claims like \"matching descriptions,\" \"same underlying bug,\" and \"identical\" are not fully grounded. The soft-edge verdict should be phrased more conservatively as a high-similarity likely-duplicate rather than a confirmed duplicate." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 74, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66441-2", "nodes": [ "issue:66441", "issue:66443" ], "soft_pairs": [ "issue:66441|issue:66443" ], "prepared_review_unit_hash": "fcd4985613c96c7547ae695ca974772c92f16d21019e6637ff217047ca509806", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1646, "estimated_input_tokens": 412, "estimated_eval_tokens": 1080 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1646, "estimated_input_tokens": 412, "estimated_eval_tokens": 1080 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues look closely related and may be duplicates, but the packet only provides title-level overlap plus a soft-similarity score. There isn\u2019t enough body-level evidence to confidently conclude they describe the exact same underlying bug.", "confidence": 0.74, "canonical_issue_reason": "#66443 is the better canonical issue because it states the bug more concretely and broadly (`role=user` duplicates in session JSONL, transcript growth) without the narrower heartbeat-poll framing.", "canonical_pr_reason": null, "best_issue_reason": "#66443 is the best representative issue because it is the clearest, most general description of the symptom and impact.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66441", "right": "issue:66443", "accept": false, "reason": "The evidence is too weak to treat this as the same issue with confidence: we only have similar titles and a soft-similarity signal, not body-level confirmation that the heartbeat-poll wording is just a narrower instance of the same bug." } ] }, "evaluator_result": { "accept": false, "feedback": "The pairing is too strong for the evidence provided. The packet only shows title-level similarity and a soft-similarity score; it does not establish that both issues describe the same underlying bug or that the heartbeat-poll wording is just a narrower variant. The summary and soft-edge verdict should stay more tentative (e.g., 'closely related' or 'possible duplicate') unless there is body-level evidence. Canonical issue selection is fine, but the accept verdict on the pair is not conservative enough." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 75, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66601-2", "nodes": [ "issue:66601", "issue:67224" ], "soft_pairs": [ "issue:66601|issue:67224" ], "prepared_review_unit_hash": "297e7dd04766a6c0074620ebe9f6f9be2124670d53c3e9a86b710119cc02b292", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1605, "estimated_input_tokens": 402, "estimated_eval_tokens": 1060 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1605, "estimated_input_tokens": 402, "estimated_eval_tokens": 1060 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two open issues are plausibly related in the 2026.4.14 ContextEngine area, but the packet only provides title-level similarity. With no shared files, targets, or explicit links, the evidence is not strong enough to treat them as the same underlying bug or a dedupe.", "confidence": 0.5, "canonical_issue_reason": "Issue 67224 is the more specific and diagnostic report because it names the concrete failure mode (ContextEngine info.id mismatch) rather than only the user-facing symptoms, but the evidence does not justify asserting it is a duplicate of 66601.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67224 is the best issue anchor because it is narrower, more actionable, and better describes the suspected code-path problem while 66601 reads as a broader symptom report.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66601", "right": "issue:67224", "accept": false, "reason": "The linkage is only soft title similarity. There are no shared filenames, shared targets, or explicit links, and the pair is explicitly non-deterministic, so this is not enough to conclude they are the same bug or to merge them as duplicates." } ] }, "evaluator_result": { "accept": false, "feedback": "The linkage is plausible, but the analyst overstates the evidence. The packet only provides title-level soft similarity between the two open issues; there are no shared files, shared targets, or explicit links, and the soft pair is explicitly non-deterministic. That is not enough to conclude they are the same underlying bug or to accept the soft-edge verdict as a dedupe. A more conservative summary would say they may be related on the same 2026.4.14 ContextEngine area, but it is not grounded enough to assert a single regression." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 76, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66648-2", "nodes": [ "issue:66648", "issue:67527" ], "soft_pairs": [ "issue:66648|issue:67527" ], "prepared_review_unit_hash": "c63d82eb6fb6a14d9b25eef918f0298d83d84eb7f6f745e3eaf2dd4b66e25f87", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1619, "estimated_input_tokens": 405, "estimated_eval_tokens": 1066 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1619, "estimated_input_tokens": 405, "estimated_eval_tokens": 1066 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues appear closely related to WebChat notification-placement problems, but the evidence only supports a likely shared area or root cause, not a confirmed duplicate. Issue #67527 is the more specific report of the visible symptom.", "confidence": 0.78, "canonical_issue_reason": "#67527 is the clearest and most concrete description of the symptom in WebChat, so it is the better anchor for the cluster if these reports are later confirmed to share a root cause.", "canonical_pr_reason": null, "best_issue_reason": "#67527 best represents the cluster because it states the user-facing misplacement bug directly and more narrowly than #66648.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66648", "right": "issue:67527", "accept": false, "reason": "They look related, but not clearly the same bug: one describes notifications leaking into unrelated sessions, while the other describes async completion notices appearing inside user message bubbles. The evidence is only soft similarity, so this should not be merged as a duplicate with high confidence." } ] }, "evaluator_result": { "accept": false, "feedback": "The packet supports that these two issues are closely related WebChat notification-placement bugs, but the evidence is only soft similarity and the titles describe slightly different manifestations (leak into unrelated sessions vs shown in user message bubbles). The summary and soft-edge verdict state they are the same bug too confidently. A more conservative phrasing like \"likely related\" or \"possibly the same root issue\" would be grounded; as written, the acceptance overstates the evidence." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 77, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66654-2", "nodes": [ "issue:66654", "issue:66672" ], "soft_pairs": [ "issue:66654|issue:66672" ], "prepared_review_unit_hash": "78767778116e58fa7b9b2b4557505f36d5d276bf3330429d106eeb84326da776", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1616, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1616, "estimated_input_tokens": 404, "estimated_eval_tokens": 1064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are unrelated feature requests: one asks for built-in Git-style time-travel/versioning, the other for AI workflow modes like Ask/Plan/Modify. They do not describe the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "Issue 66654 is the more concrete, implementation-oriented feature request, but it is not a duplicate of 66672 and the cluster does not have a single clear canonical issue.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66654", "right": "issue:66672", "accept": false, "reason": "Different product ideas and code changes: Git-style rollback/versioning versus AI interaction modes. They share a broad theme of control, but not the same underlying feature." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 78, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66666-2", "nodes": [ "issue:66666", "issue:66667" ], "soft_pairs": [ "issue:66666|issue:66667" ], "prepared_review_unit_hash": "21ff7b20b5d114f993bead80514408854e7f47496304705789015d009b8958ef", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1532, "estimated_input_tokens": 383, "estimated_eval_tokens": 1022 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1532, "estimated_input_tokens": 383, "estimated_eval_tokens": 1022 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues are closely related feature requests about reply interception hooks, but the evidence is only strong enough for soft similarity, not a duplicate determination. Issue 66667 is the clearer representative because it names the hook more explicitly.", "confidence": 0.78, "canonical_issue_reason": "Pick 66667 as the canonical issue representative because its title is more specific (\u201cbefore_delivery hook for reply interception\u201d), making it the clearest label for the related request cluster. This is a representative choice, not a duplicate claim.", "canonical_pr_reason": null, "best_issue_reason": "66667 is the best issue representative because it is the more explicit and actionable wording of the shared feature area, while 66666 is broader.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66666", "right": "issue:66667", "accept": false, "reason": "These issues are closely related and discuss the same feature area, but the packet does not justify treating them as the same underlying request with enough certainty to accept the edge as a duplicate." } ] }, "evaluator_result": { "accept": false, "feedback": "The comparison is grounded in the titles, but the summary overstates the evidence by calling 66667 a \u201cduplicate\u201d of 66666. The packet only supports a conservative soft-similarity judgment for two closely related feature requests, not a stronger duplicate claim." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 79, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66827-2", "nodes": [ "issue:66827", "issue:67065" ], "soft_pairs": [ "issue:66827|issue:67065" ], "prepared_review_unit_hash": "8d1ec9e4dd8579bc9c9c68aa6bb4350e9e18dd867ed5dad59d6a6948c7ac24d5", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1611, "estimated_input_tokens": 403, "estimated_eval_tokens": 1062 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1611, "estimated_input_tokens": 403, "estimated_eval_tokens": 1062 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues are related to managed Telegram media handling, but they describe different problems: one is about missing inbound media refs in managed hooks for DM photo/document messages, the other is about session-scoped suppression/pending-state behavior in a broader managed media workflow. They should not be treated as duplicates.", "confidence": 0.94, "canonical_issue_reason": "Issue 66827 is the more concrete, narrowly scoped bug report with a specific missing-data symptom and clearer reproduction target.", "canonical_pr_reason": null, "best_issue_reason": "Issue 66827 is the best representative issue because it describes a precise failure mode and likely fix surface; 67065 is broader and more workflow-oriented.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:66827", "right": "issue:67065", "accept": false, "reason": "Both concern managed media handling, but one is about absent inbound refs in DM hooks while the other is about next-turn suppression/pending state. They do not look like the same underlying bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 80, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67052-2", "nodes": [ "issue:67052", "issue:67053" ], "soft_pairs": [ "issue:67052|issue:67053" ], "prepared_review_unit_hash": "a833850f4457a0db5109e4888b8509faf11287b82d1c7a86aae5b91f5c2dee49", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1584, "estimated_input_tokens": 396, "estimated_eval_tokens": 1048 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1584, "estimated_input_tokens": 396, "estimated_eval_tokens": 1048 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two open issues appear to be duplicates of the same TUI streaming-indicator bug, with identical titles and no evidence of distinct behavior.", "confidence": 0.97, "canonical_issue_reason": "Issue #67053 is the better canonical choice because it has more discussion activity, suggesting it may already contain more triage context, while the title matches #67052 exactly.", "canonical_pr_reason": null, "best_issue_reason": "Issue #67053 is the strongest representative of this cluster: same symptom as #67052, more discussion, and no sign they describe different underlying problems.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67052", "right": "issue:67053", "accept": true, "reason": "Same title and same reported symptom; no evidence of a separate underlying issue." } ] }, "evaluator_result": { "accept": true, "feedback": "The assessment is grounded in the packet: both issues have identical titles, the soft-similarity signal is present, and there is no packet evidence suggesting different underlying problems. The soft-edge accept is conservative enough for this data." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 81, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67139-2", "nodes": [ "issue:67139", "issue:67141" ], "soft_pairs": [ "issue:67139|issue:67141" ], "prepared_review_unit_hash": "039bc1714c4765d55f228841113866cbd536100207ed2bcca988bc7b68990bc6", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1527, "estimated_input_tokens": 382, "estimated_eval_tokens": 1020 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1527, "estimated_input_tokens": 382, "estimated_eval_tokens": 1020 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two issues do not appear to describe the same underlying problem. The titles point to unrelated topics, and there are no shared targets, filenames, or issue links to support duplication.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67139", "right": "issue:67141", "accept": false, "reason": "Different subjects: 'Memory Processing Engine' vs 'AegisGuard Enforcement'. No shared targets, filenames, or explicit links, so this does not look like the same bug/change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 82, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67172-2", "nodes": [ "issue:67172", "issue:67377" ], "soft_pairs": [ "issue:67172|issue:67377" ], "prepared_review_unit_hash": "876a40e2174c5d0bbb4cf6319e806d44bd9d2bdf60be6e2c4e7e338fec329887", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1586, "estimated_input_tokens": 397, "estimated_eval_tokens": 1050 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1586, "estimated_input_tokens": 397, "estimated_eval_tokens": 1050 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "#67172 is the better anchor for the cluster because it is earlier and has more inbound references. However, the pair only has soft similarity and the titles describe opposite status-polarity symptoms, so I would not merge them as the same bug with high confidence.", "confidence": 0.61, "canonical_issue_reason": "#67172 is earlier and has more inbound references, making it the strongest cluster anchor.", "canonical_pr_reason": null, "best_issue_reason": "#67172 is the best representative because it has the stronger signal and its title is the clearest anchor for the classifier-status misread theme.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67172", "right": "issue:67377", "accept": false, "reason": "The evidence is only soft similarity, and the reported symptoms are polarity-opposite ('status=ok' on denial tokens vs 'status=error' on success text). That may be related, but it is not enough to treat them as the same underlying bug." } ] }, "evaluator_result": { "accept": false, "feedback": "The canonical choice of issue #67172 is grounded (it is earlier and has more inbound references), but the soft-edge verdict is too strong for the packet. The only pair evidence is soft_similarity, and the titles describe opposite polarity symptoms ('status=ok' on denial tokens vs 'status=error' on success text). That may be related, but the packet does not justify accepting them as the same bug with high confidence. Please keep the duplicate/merge assessment more conservative." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 83, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67233-2", "nodes": [ "issue:67233", "issue:67244" ], "soft_pairs": [ "issue:67233|issue:67244" ], "prepared_review_unit_hash": "cfea516b0f4b8a3bfe15ba52ef7d96a25b6bbb1341b52fd6321b19e0058ad31a", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1645, "estimated_input_tokens": 412, "estimated_eval_tokens": 1080 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 1645, "estimated_input_tokens": 412, "estimated_eval_tokens": 1080 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two issues have identical titles and identical body length/content signals, with no differentiating links or filenames; they appear to be the same bug report duplicated across an open and a closed record.", "confidence": 0.99, "canonical_issue_reason": "Issue #67244 is the better canonical issue because it is still open and appears to be the active tracker for the same exact report.", "canonical_pr_reason": null, "best_issue_reason": "#67244 is the best issue to keep as the primary record: it is open, matches the duplicate exactly, and is the more useful target for ongoing triage.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67233", "right": "issue:67244", "accept": true, "reason": "Same title, same body length, and no evidence of distinct scope; these look like the same underlying issue duplicated across two records." } ] }, "evaluator_result": { "accept": true, "feedback": "The conclusion is well grounded in the packet: both issues have the same title, identical body length, no filenames or links, and the pair evidence shows perfect soft similarity (jaccard 1.0). The open issue is a reasonable canonical choice. The wording stays conservative enough and does not overclaim beyond the available evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "issue", "component_index": 84, "component_count": 84, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67368-3", "nodes": [ "issue:67368", "issue:67369", "issue:67370" ], "soft_pairs": [ "issue:67368|issue:67370", "issue:67368|issue:67369", "issue:67369|issue:67370" ], "prepared_review_unit_hash": "3e860dd5ed58dc22c2d99abda783061cebb57094daf5322035e33db746bb3607", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 2817, "estimated_input_tokens": 705, "estimated_eval_tokens": 1666 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 2817, "estimated_input_tokens": 705, "estimated_eval_tokens": 1666 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are three related but distinct feature requests around session management: closing sessions, querying session metadata, and lifecycle hooks. They share a theme, but they do not describe the same underlying bug/change.", "confidence": 0.94, "canonical_issue_reason": "No true canonical duplicate here; the issues are about different API capabilities rather than the same request.", "canonical_pr_reason": null, "best_issue_reason": "Issue 67368 is the most concrete and narrowly scoped request, but it should not be treated as a duplicate of the others.", "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "issue:67368", "right": "issue:67370", "accept": false, "reason": "Session Close API vs. event-driven lifecycle hooks are different features and would not be merged as one change." }, { "left": "issue:67368", "right": "issue:67369", "accept": false, "reason": "Closing sessions and querying session metadata are separate capabilities, not the same underlying request." }, { "left": "issue:67369", "right": "issue:67370", "accept": false, "reason": "Metadata queries and lifecycle hooks target different code paths and represent different feature work." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 1, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53401", "pull_request:53441", "pull_request:53451", "pull_request:53522", "pull_request:64842", "pull_request:64862", "pull_request:65669", "pull_request:65979", "pull_request:65989", "pull_request:66023", "pull_request:66054", "pull_request:66063", "pull_request:66310", "pull_request:66329", "pull_request:66442", "pull_request:66842", "pull_request:66929" ], "soft_pairs": [ "pull_request:53401|pull_request:53522", "pull_request:65669|pull_request:66023", "pull_request:66054|pull_request:66310", "pull_request:64842|pull_request:64862", "pull_request:66054|pull_request:66063", "pull_request:66329|pull_request:66442", "pull_request:65979|pull_request:65989", "pull_request:66842|pull_request:66929", "pull_request:53451|pull_request:53522", "pull_request:53441|pull_request:53522" ], "prepared_review_unit_hash": "0a01147d9e05d9c18b33796e4c90250758132c4be730f0927b8682dbd1ebef29", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 39183, "estimated_input_tokens": 9796, "estimated_eval_tokens": 19848 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly a set of independent open PRs, with several small duplicate subclusters around the same bug/feature. I\u2019d only merge the obviously same-change pairs; the rest are separate fixes that happen to share a repo area or umbrella issue.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53522 is the broadest umbrella item in the set and links multiple related fixes, so it is the most representative single PR for the overall cluster, even though the cluster itself is heterogeneous.", "best_issue_reason": null, "best_pr_reason": "PR #53522 is the best overall representative because it has the widest scope, explicit issue links, and subsumes one of the schema sub-fixes while also adding other related changes.", "soft_edge_verdicts": [ { "left": "pull_request:53401", "right": "pull_request:53522", "accept": true, "reason": "Same underlying web_fetch maxResponseBytes schema addition; #53522 is broader, but it contains the same concrete change and could plausibly absorb #53401." }, { "left": "pull_request:65669", "right": "pull_request:66023", "accept": true, "reason": "Both implement the same cron custom job-id support for add; same feature, same command path, and overlapping files make this a plausible single PR." }, { "left": "pull_request:66054", "right": "pull_request:66310", "accept": true, "reason": "Both guard against missing job.state in cron start(); same startup crash fix in the same code path." }, { "left": "pull_request:64842", "right": "pull_request:64862", "accept": true, "reason": "Both fix the stale streaming-status bug in TUI completion handling; same underlying state-transition problem." }, { "left": "pull_request:66054", "right": "pull_request:66063", "accept": true, "reason": "Same missing-state startup guard for legacy cron jobs; #66063 is just a narrower test-framed version of the same fix." }, { "left": "pull_request:66329", "right": "pull_request:66442", "accept": true, "reason": "Both address Discord multi-account config being treated as satisfying skills requirements; same feature and same validation path." }, { "left": "pull_request:65979", "right": "pull_request:65989", "accept": true, "reason": "Both fix null/missing job.state handling in cron list/startup behavior; same defensive normalization bug." }, { "left": "pull_request:66842", "right": "pull_request:66929", "accept": true, "reason": "Both add support for OpenRouter reasoning_details in the OpenAI stream parser; same parser change, different framing." }, { "left": "pull_request:53451", "right": "pull_request:53522", "accept": false, "reason": "Different underlying changes: Synology webhook ACK/HEAD probe handling vs web_fetch schema/config work. Shared umbrella context is not enough to make them duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 2, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:64109", "pull_request:64384", "pull_request:64594", "pull_request:64657", "pull_request:64864", "pull_request:65003", "pull_request:65622", "pull_request:65696", "pull_request:65800", "pull_request:65911", "pull_request:65968", "pull_request:65979", "pull_request:66344", "pull_request:66568", "pull_request:66613", "pull_request:66764", "pull_request:67208", "pull_request:67586" ], "soft_pairs": [ "pull_request:64657|pull_request:64864", "pull_request:65696|pull_request:67586", "pull_request:64109|pull_request:64594", "pull_request:65622|pull_request:66764", "pull_request:65911|pull_request:66613", "pull_request:66613|pull_request:67586", "pull_request:64384|pull_request:66764", "pull_request:66344|pull_request:66568", "pull_request:65968|pull_request:66613", "pull_request:65003|pull_request:65979", "pull_request:65800|pull_request:67208" ], "prepared_review_unit_hash": "7aaf1e0fa9163c360f9d80cace93a26fee8f94dd3710004be55abe3bd59e7d2b", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 40715, "estimated_input_tokens": 10179, "estimated_eval_tokens": 20614 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous; it contains several true duplicate/follow-up pairs in Slack routing, agent abort wiring, compaction thresholds, cron job-state normalization, and table-safe chunking, but most other same-subsystem pairs are unrelated fixes and should stay separate.", "confidence": 0.81, "canonical_issue_reason": "No canonical issue: there are no issue artifacts here, and the PRs span multiple unrelated regressions.", "canonical_pr_reason": "No single canonical PR: the cluster splits across Slack, agents, cron, gateway, QA, and chunking changes, so one PR would not represent the set.", "best_issue_reason": "No best issue artifact is available in this cluster.", "best_pr_reason": "No global best PR: the cluster is not one duplicate family but several independent fixes.", "soft_edge_verdicts": [ { "left": "pull_request:64657", "right": "pull_request:64864", "accept": true, "reason": "Same Slack thread-delivery bug: both route subagent completion messages to the originating thread; 64864 is a small follow-up on the same delivery path." }, { "left": "pull_request:65696", "right": "pull_request:67586", "accept": true, "reason": "Same agent-abort wiring change: both add AbortController/abortSignal plumbing so chat.abort can cascade through agent RPC runs." }, { "left": "pull_request:64109", "right": "pull_request:64594", "accept": false, "reason": "They both harden QA-lab startup, but they hit different code paths (discovery eval vs scenario catalog) and are not the same fix." }, { "left": "pull_request:65622", "right": "pull_request:66764", "accept": true, "reason": "Same preflight-compaction threshold issue in agent-runner-memory; both make compaction re-evaluate/trigger on fresh totals." }, { "left": "pull_request:65911", "right": "pull_request:66613", "accept": false, "reason": "Different attachment problems: one stores images for non-vision models, the other turns silent attachment drops into explicit errors." }, { "left": "pull_request:64384", "right": "pull_request:66764", "accept": true, "reason": "Same compaction fast-path/threshold logic in the memory runner; both are fixes for when preflight compaction should fire." }, { "left": "pull_request:65003", "right": "pull_request:65979", "accept": true, "reason": "Same cron persisted-state normalization path: both harden loading of missing/malformed job state before startup cleanup or display." }, { "left": "pull_request:66344", "right": "pull_request:66568", "accept": true, "reason": "Same table-safety change for the streaming chunker: both prevent block splits inside markdown tables and share the table-span machinery." }, { "left": "pull_request:65968", "right": "pull_request:66613", "accept": false, "reason": "Completely different concerns: assistant failover error surfacing vs gateway attachment parsing failures." }, { "left": "pull_request:65800", "right": "pull_request:67208", "accept": false, "reason": "Both touch memory-wiki CLI behavior, but one is runtime plugin loading and the other is bridge-import RPC routing; they are separate changes." }, { "left": "pull_request:66613", "right": "pull_request:67586", "accept": false, "reason": "Unrelated features: attachment parsing error handling versus agent RPC abort propagation." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 3, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53662", "pull_request:54032", "pull_request:64546", "pull_request:65003", "pull_request:65606", "pull_request:65655", "pull_request:65800", "pull_request:65803", "pull_request:65947", "pull_request:66063", "pull_request:66149", "pull_request:66407", "pull_request:66613", "pull_request:67063", "pull_request:67208", "pull_request:67231", "pull_request:67480", "pull_request:67584" ], "soft_pairs": [ "pull_request:65003|pull_request:66063", "pull_request:54032|pull_request:67480", "pull_request:64546|pull_request:65655", "pull_request:66407|pull_request:66613", "pull_request:65800|pull_request:67063", "pull_request:67063|pull_request:67208", "pull_request:67231|pull_request:67480", "pull_request:66149|pull_request:67584", "pull_request:65803|pull_request:65947", "pull_request:53662|pull_request:65606" ], "prepared_review_unit_hash": "d6e16eea29cb92434d37848323facdc23be66e8eeaa5f553c855fb821bab8a58", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 39170, "estimated_input_tokens": 9793, "estimated_eval_tokens": 19842 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated PRs, with one strong duplicate pair in memory-wiki vault.path templating. The cron startup-state PRs are similar but look like adjacent fixes rather than the same concrete change, so I would not merge them as duplicates.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "pull_request:67584 is the clearest representative: it is non-draft, has an explicit issue target, and describes the ctx-aware vault.path templating feature more fully than the earlier draft PR.", "best_issue_reason": null, "best_pr_reason": "pull_request:67584 is the best overall representative of the cluster because it is the most complete and specific PR in the only clear duplicate pair.", "soft_edge_verdicts": [ { "left": "pull_request:65003", "right": "pull_request:66063", "accept": false, "reason": "Both address cron jobs with missing/null persisted state, but they hit different startup paths and issue targets. Similar bug class, not the same concrete PR change." }, { "left": "pull_request:54032", "right": "pull_request:67480", "accept": false, "reason": "Different features entirely: himalaya command docs/order fixes versus skills snapshot redirect logic." }, { "left": "pull_request:64546", "right": "pull_request:65655", "accept": false, "reason": "Both are Mattermost security-related, but one fixes forged interaction tokens and the other hardens slash callback auth. Different code paths and vulnerabilities." }, { "left": "pull_request:66407", "right": "pull_request:66613", "accept": false, "reason": "One is ACP command dispatch behavior; the other is gateway attachment parsing failures. No shared underlying change." }, { "left": "pull_request:65800", "right": "pull_request:67063", "accept": false, "reason": "Both touch wiki/plugin loading, but one loads runtime plugins for wiki commands while the other adds the memory slot plugin to primary CLI scope. Related area, different fix." }, { "left": "pull_request:67063", "right": "pull_request:67208", "accept": false, "reason": "One is plugin scope resolution for wiki CLI, the other routes memory-wiki bridge import through gateway RPC. Not the same bug or code path." }, { "left": "pull_request:67231", "right": "pull_request:67480", "accept": false, "reason": "Unrelated additions: OKX payments skill versus skills-root redirect behavior." }, { "left": "pull_request:66149", "right": "pull_request:67584", "accept": true, "reason": "Same memory-wiki vault.path templating feature, same files, and the later PR looks like a refinement/expansion of the earlier draft. These could plausibly be merged into one change." }, { "left": "pull_request:65803", "right": "pull_request:65947", "accept": false, "reason": "Both involve auth/materialization internals, but one fixes media understanding with Codex CLI authorization while the other materializes synthetic auth in the Codex catalog. Not the same concrete change." }, { "left": "pull_request:53662", "right": "pull_request:65606", "accept": false, "reason": "Completely unrelated: chat bubble sizing versus QQ bot gateway session recovery." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 4, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53662", "pull_request:63614", "pull_request:63679", "pull_request:63817", "pull_request:64109", "pull_request:64623", "pull_request:65003", "pull_request:65606", "pull_request:66289", "pull_request:66310", "pull_request:66407", "pull_request:66764", "pull_request:66842", "pull_request:66949", "pull_request:67007", "pull_request:67302", "pull_request:67354", "pull_request:67365" ], "soft_pairs": [ "pull_request:63614|pull_request:64623", "pull_request:66842|pull_request:66949", "pull_request:66407|pull_request:66764", "pull_request:65003|pull_request:66310", "pull_request:65606|pull_request:66407", "pull_request:66289|pull_request:67302", "pull_request:53662|pull_request:67354", "pull_request:63817|pull_request:64623", "pull_request:67007|pull_request:67365", "pull_request:63679|pull_request:64109", "pull_request:64109|pull_request:64623" ], "prepared_review_unit_hash": "042eb73b009b45c9d8f9ca8a777fa548fa9eb347c6334e1e5c973db8b5395784", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 34573, "estimated_input_tokens": 8644, "estimated_eval_tokens": 17544 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mixed cluster with a few true duplicate pockets, not one single canonical change. The clearest matches are the QA npm package manifest fixes, the cron malformed-state startup fixes, the TUI streaming-status reset fixes, and the QA scenario-pack missing-file fallback fixes. The other suggested pairs are same subsystem but different bugs and should stay separate.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:63614", "right": "pull_request:64623", "accept": true, "reason": "Same package.json packaging bug: both add QA assets to the npm package manifest, differing only in scope/naming." }, { "left": "pull_request:66842", "right": "pull_request:66949", "accept": false, "reason": "Both touch agent stream parsing, but one is OpenRouter reasoning_details and the other is Gemini thoughtSignature; different providers and code paths." }, { "left": "pull_request:66407", "right": "pull_request:66764", "accept": false, "reason": "Unrelated fixes: ACP /acp command dispatch in bound threads versus compaction preflight threshold handling." }, { "left": "pull_request:65003", "right": "pull_request:66310", "accept": true, "reason": "Same cron startup null-state problem: one normalizes malformed persisted job state, the other adds a defensive guard for null job.state before use." }, { "left": "pull_request:65606", "right": "pull_request:66407", "accept": false, "reason": "Different domains and bugs: QQ bot 4009 session recovery versus ACP command dispatch behavior." }, { "left": "pull_request:66289", "right": "pull_request:67302", "accept": true, "reason": "Same TUI streaming-status bug: both fix the stuck-indefinitely state after runs finalize, with the latter codifying the event-ordering edge case." }, { "left": "pull_request:53662", "right": "pull_request:67354", "accept": false, "reason": "Unrelated UI/telegram changes; they do not address the same underlying bug or code path." }, { "left": "pull_request:63817", "right": "pull_request:64623", "accept": true, "reason": "Same npm manifest packaging issue for QA scenarios; both add missing QA paths to the package list." }, { "left": "pull_request:67007", "right": "pull_request:67365", "accept": false, "reason": "Both concern onboarding-related hardening, but one is channel metadata/docs formatting and the other is a trim crash guard; different defects." }, { "left": "pull_request:63679", "right": "pull_request:64109", "accept": true, "reason": "Same missing-QA-scenario-pack failure mode: one makes scenario pack reads return null on missing files, the other avoids the related install/import crash by falling back when the pack is unavailable." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 5, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53662", "pull_request:53738", "pull_request:64548", "pull_request:64862", "pull_request:65622", "pull_request:65911", "pull_request:65979", "pull_request:66063", "pull_request:66192", "pull_request:66271", "pull_request:66289", "pull_request:66407", "pull_request:66716", "pull_request:67037", "pull_request:67360", "pull_request:67365", "pull_request:67480" ], "soft_pairs": [ "pull_request:64862|pull_request:66289", "pull_request:67360|pull_request:67365", "pull_request:66271|pull_request:67037", "pull_request:66192|pull_request:66289", "pull_request:53662|pull_request:65911", "pull_request:53738|pull_request:65911", "pull_request:67365|pull_request:67480", "pull_request:53662|pull_request:64548", "pull_request:65979|pull_request:66063", "pull_request:65622|pull_request:66716", "pull_request:64548|pull_request:66407" ], "prepared_review_unit_hash": "859322804e0e6726bc1d4ec1f6d976753d2735487b4932ac4e5a93b86bb64123", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 11, "serialized_chars": 37230, "estimated_input_tokens": 9308, "estimated_eval_tokens": 18872 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set splits into a few small duplicate-like clusters, mainly TUI activity-status recovery and preflight compaction timing; most other PRs are unrelated one-off fixes.", "confidence": 0.78, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR cleanly covers the whole set; if one anchor is needed, pull_request:66289 is the strongest representative because it is the clearest TUI status-recovery fix and overlaps the other TUI soft-edge candidates.", "best_issue_reason": null, "best_pr_reason": "pull_request:66289 is the best overall representative among the PRs because it has an explicit issue target, a concrete symptom, and the strongest evidence of duplication with nearby TUI status-fix PRs.", "soft_edge_verdicts": [ { "left": "pull_request:64862", "right": "pull_request:66289", "accept": true, "reason": "Same TUI streaming-status bug: both add a safety net in the event handlers when terminal events arrive after active-run tracking has already been cleared." }, { "left": "pull_request:67360", "right": "pull_request:67365", "accept": false, "reason": "Unrelated fixes: one changes module loading fallback behavior, the other guards a missing provider-id crash in plugin registry." }, { "left": "pull_request:66271", "right": "pull_request:67037", "accept": false, "reason": "Both touch chat reload behavior, but they address different triggers and code paths: session reload flicker vs suppressing reloads while an active chat run is in progress or just finishing." }, { "left": "pull_request:66192", "right": "pull_request:66289", "accept": true, "reason": "Both fix the same stuck streaming/idle state problem in TUI event handling, using the same terminal-event recovery logic around cleared active run state." }, { "left": "pull_request:53662", "right": "pull_request:65911", "accept": false, "reason": "Different features in different subsystems: chat bubble sizing vs saving web UI images for non-vision models." }, { "left": "pull_request:53738", "right": "pull_request:65911", "accept": false, "reason": "Unrelated media-tool/baseUrl override work versus attachment persistence for non-vision models." }, { "left": "pull_request:67365", "right": "pull_request:67480", "accept": false, "reason": "Different bugs in different areas: plugin registry diagnostics for missing speech provider id vs skills snapshot redirect handling." }, { "left": "pull_request:53662", "right": "pull_request:64548", "accept": false, "reason": "No shared bug or change: grouped chat bubble sizing and WhatsApp heartbeat target normalization are unrelated." }, { "left": "pull_request:65979", "right": "pull_request:66063", "accept": false, "reason": "Both involve missing cron job state, but one hardens CLI listing while the other fixes startup/restart behavior; not the same concrete bug." }, { "left": "pull_request:65622", "right": "pull_request:66716", "accept": true, "reason": "Same underlying preflight-compaction bug: both re-evaluate compaction using fresh cached token totals so the safeguard can still trigger later in a session." }, { "left": "pull_request:64548", "right": "pull_request:66407", "accept": false, "reason": "Unrelated fixes: WhatsApp heartbeat target normalization versus ACP command dispatch bypass in bound threads." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 6, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53662", "pull_request:54043", "pull_request:63418", "pull_request:63614", "pull_request:63817", "pull_request:64548", "pull_request:65004", "pull_request:65968", "pull_request:65989", "pull_request:66054", "pull_request:66098", "pull_request:66297", "pull_request:66407", "pull_request:66764", "pull_request:67365", "pull_request:67380", "pull_request:67586" ], "soft_pairs": [ "pull_request:65968|pull_request:67380", "pull_request:65968|pull_request:66407", "pull_request:65968|pull_request:67586", "pull_request:63418|pull_request:66098", "pull_request:54043|pull_request:65004", "pull_request:65968|pull_request:66297", "pull_request:64548|pull_request:67365", "pull_request:53662|pull_request:65968", "pull_request:67365|pull_request:67586", "pull_request:63614|pull_request:63817", "pull_request:65989|pull_request:66054", "pull_request:65968|pull_request:67365", "pull_request:66764|pull_request:67586" ], "prepared_review_unit_hash": "42abf84aa54a86cfb0c074a98f756d81b686abb786d0bcdeb3477fc29dbb6982", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 13, "serialized_chars": 36065, "estimated_input_tokens": 9017, "estimated_eval_tokens": 18290 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a mixed PR cluster with several unrelated fixes and three clear duplicate subpairs: QA packaging, cron null-state guarding, and trailing NO_REPLY suppression. The remaining candidates are only loosely similar by subsystem and should stay separate.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65989 is the strongest representative of the clearest duplicate pair: it has an explicit issue link, broader test coverage, and the same cron null-state bug as 66054, which is just the minimal startup guard.", "best_issue_reason": null, "best_pr_reason": "PR 65989 is the best stand-alone representative in this set because it fixes a concrete bug, is explicitly tied to issue #65916, and includes the most complete coverage among the duplicate candidates.", "soft_edge_verdicts": [ { "left": "pull_request:65968", "right": "pull_request:67380", "accept": false, "reason": "Different subsystems and failures: assistant failover error surfacing vs bundled channel entry loading diagnostics." }, { "left": "pull_request:65968", "right": "pull_request:66407", "accept": false, "reason": "Different behavior and code paths: terminal assistant failover errors vs ACP command bypass in bound threads." }, { "left": "pull_request:65968", "right": "pull_request:67586", "accept": false, "reason": "Different features: failover handling for embedded assistant runs vs abort wiring for agent RPC chat runs." }, { "left": "pull_request:63418", "right": "pull_request:66098", "accept": false, "reason": "Related UI/defaults area, but not the same bug: one updates session-settings effective-thinking display, the other chat default resolution." }, { "left": "pull_request:54043", "right": "pull_request:65004", "accept": true, "reason": "Both address the same trailing NO_REPLY leak in the cron/announce delivery path and are about stripping/suppressing the same token from delivered text." }, { "left": "pull_request:65968", "right": "pull_request:66297", "accept": false, "reason": "Unrelated problems: assistant terminal-error failover vs gateway WS handshake retry logic." }, { "left": "pull_request:64548", "right": "pull_request:67365", "accept": false, "reason": "Different bugs: WhatsApp heartbeat target normalization vs a plugin registry/provider-id guard; the titles and diffs do not match the same code path." }, { "left": "pull_request:53662", "right": "pull_request:65968", "accept": false, "reason": "Completely different areas: chat bubble sizing CSS vs assistant failover error handling." }, { "left": "pull_request:67365", "right": "pull_request:67586", "accept": false, "reason": "Different domains: plugin registry diagnostics vs agent RPC abort support." }, { "left": "pull_request:63614", "right": "pull_request:63817", "accept": true, "reason": "Both change package.json to include qa assets in the npm package; same underlying packaging fix." }, { "left": "pull_request:65989", "right": "pull_request:66054", "accept": true, "reason": "Same cron startup null-state bug: 66054 is the minimal one-line guard, while 65989 adds the broader startup/list handling and tests for missing job.state." }, { "left": "pull_request:65968", "right": "pull_request:67365", "accept": false, "reason": "These are unrelated: assistant failover terminal errors vs plugin registry input validation." }, { "left": "pull_request:66764", "right": "pull_request:67586", "accept": false, "reason": "Different issues: compaction preflight threshold behavior vs abort registration for agent RPC runs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 7, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:53418", "pull_request:53738", "pull_request:63338", "pull_request:63656", "pull_request:65606", "pull_request:65639", "pull_request:65803", "pull_request:65979", "pull_request:66297", "pull_request:66310", "pull_request:66337", "pull_request:66594", "pull_request:66764", "pull_request:66949", "pull_request:67326", "pull_request:67447" ], "soft_pairs": [ "pull_request:53738|pull_request:66949", "pull_request:65979|pull_request:66310", "pull_request:53414|pull_request:53418", "pull_request:65803|pull_request:67326", "pull_request:65606|pull_request:66297", "pull_request:63338|pull_request:63656", "pull_request:53418|pull_request:65639", "pull_request:66764|pull_request:67447", "pull_request:66337|pull_request:66594" ], "prepared_review_unit_hash": "6b8e88dde51dae5339d5a30ef2edd2bad35f7230c3b85b0e5c58d590681b112d", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 38355, "estimated_input_tokens": 9589, "estimated_eval_tokens": 19434 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated open fix PRs. The only strong duplicate-like match is the cron job-state pair; the startup warmup pair is adjacent but not close enough to treat as the same change.", "confidence": 0.69, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65979 is the clearest representative: it has an explicit issue link, inbound references, and a focused, concrete cron persistence fix with supporting tests.", "best_issue_reason": null, "best_pr_reason": "PR 65979 is the best standalone representative of the cluster because it is well-scoped and directly tied to a tracked bug; the rest are mostly unrelated fixes in different areas.", "soft_edge_verdicts": [ { "left": "pull_request:53738", "right": "pull_request:66949", "accept": false, "reason": "Different features in different agent pipelines: media-tools baseUrl override vs Gemini thoughtSignature round-tripping." }, { "left": "pull_request:65979", "right": "pull_request:66310", "accept": true, "reason": "Both address the same cron job.state persistence/nullability bug on the same start/list path and could plausibly be merged into one fix." }, { "left": "pull_request:53414", "right": "pull_request:53418", "accept": false, "reason": "Both redact config snapshots, but they fix different secrets/fields: Feishu encryptKey vs browser CDP URLs." }, { "left": "pull_request:65803", "right": "pull_request:67326", "accept": false, "reason": "Both involve media understanding auth, but one is about Codex CLI/OAuth API-key markers and the other is about runtime headers." }, { "left": "pull_request:65606", "right": "pull_request:66297", "accept": false, "reason": "Both are gateway/network recovery changes, but they target different failure modes and code paths: QQBot session timeout vs Windows loopback WS handshake retries." }, { "left": "pull_request:63338", "right": "pull_request:63656", "accept": false, "reason": "Feishu account-level TTS overrides and ACP local command routing are unrelated changes." }, { "left": "pull_request:53418", "right": "pull_request:65639", "accept": false, "reason": "Browser CDP URL redaction and browser auth scoping are related only broadly; they fix different problems in different layers." }, { "left": "pull_request:66764", "right": "pull_request:67447", "accept": false, "reason": "Completely different domains: cron compaction/preflight behavior vs agents default context injection." }, { "left": "pull_request:66337", "right": "pull_request:66594", "accept": false, "reason": "66594 includes the warmup-hook change, but it also adds a separate chat-run registration fix, so this is not the same concrete change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 8, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53418", "pull_request:53662", "pull_request:64384", "pull_request:64548", "pull_request:64650", "pull_request:65006", "pull_request:65622", "pull_request:65639", "pull_request:65655", "pull_request:65947", "pull_request:66041", "pull_request:66156", "pull_request:66275", "pull_request:67036", "pull_request:67354", "pull_request:67447", "pull_request:67480" ], "soft_pairs": [ "pull_request:53662|pull_request:67480", "pull_request:65006|pull_request:67447", "pull_request:64548|pull_request:67354", "pull_request:53418|pull_request:65655", "pull_request:65639|pull_request:65655", "pull_request:66156|pull_request:67036", "pull_request:64384|pull_request:65622", "pull_request:64650|pull_request:66041", "pull_request:65947|pull_request:66275" ], "prepared_review_unit_hash": "4b6da58bcc0252dd47ea6b410f1159b012dea575a66d0ed66f95231612b46592", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 37891, "estimated_input_tokens": 9473, "estimated_eval_tokens": 19202 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most PRs in this cluster are unrelated and should remain separate. The only clear duplicate-looking pair is the two preflight-compaction fixes, which address the same stale/fresh token threshold bug; all other soft links span different features or code paths.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "Choose PR #65622 as the canonical representative: it addresses the same preflight-compaction token-threshold bug as #64384, but with the broader fresh-total reevaluation fix and explicit test coverage.", "best_issue_reason": null, "best_pr_reason": "PR #65622 is the best overall representative of the only true duplicate pair in this set; it is the more complete expression of the shared preflight-compaction fix.", "soft_edge_verdicts": [ { "left": "pull_request:53662", "right": "pull_request:67480", "accept": false, "reason": "Different bugs: chat bubble sizing/layout vs skills-root redirect logic." }, { "left": "pull_request:65006", "right": "pull_request:67447", "accept": false, "reason": "Related to bootstrap/context injection, but one adds a disable mode while the other changes the default; not the same concrete fix." }, { "left": "pull_request:64548", "right": "pull_request:67354", "accept": false, "reason": "Different channel features and code paths: WhatsApp heartbeat target normalization vs Telegram session labeling." }, { "left": "pull_request:53418", "right": "pull_request:65655", "accept": false, "reason": "Unrelated areas: config snapshot redaction vs Mattermost slash callback auth hardening." }, { "left": "pull_request:65639", "right": "pull_request:65655", "accept": false, "reason": "Different auth systems and problems; browser gateway auth scoping is not the same as Mattermost callback auth." }, { "left": "pull_request:66156", "right": "pull_request:67036", "accept": false, "reason": "Both deal with leaked internal rows, but they fix different pipelines and UI/server paths, so they are not the same underlying change." }, { "left": "pull_request:64384", "right": "pull_request:65622", "accept": true, "reason": "Same preflight-compaction token-threshold bug: both prevent compaction from short-circuiting on fresh totals and re-triggering on later cycles." }, { "left": "pull_request:64650", "right": "pull_request:66041", "accept": false, "reason": "Both are Telegram-related, but one changes multi-account prompt inheritance and the other changes ack-reaction behavior." }, { "left": "pull_request:65947", "right": "pull_request:66275", "accept": false, "reason": "Different catalog/discovery issues: synthetic auth materialization vs including configured custom provider models." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 9, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:63338", "pull_request:63793", "pull_request:64546", "pull_request:64548", "pull_request:65266", "pull_request:65398", "pull_request:65609", "pull_request:65638", "pull_request:65700", "pull_request:65800", "pull_request:65911", "pull_request:65968", "pull_request:66949", "pull_request:67007", "pull_request:67365", "pull_request:67380" ], "soft_pairs": [ "pull_request:65911|pull_request:67365", "pull_request:65968|pull_request:66949", "pull_request:65638|pull_request:66949", "pull_request:65609|pull_request:65800", "pull_request:65398|pull_request:65700", "pull_request:53414|pull_request:64546", "pull_request:63338|pull_request:63793", "pull_request:64548|pull_request:67380", "pull_request:65266|pull_request:67007" ], "prepared_review_unit_hash": "176e68178c3985e9f5f3ec32f0a45fa8c6bf8ad51bcf1af1cb0877a50b92c338", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 39550, "estimated_input_tokens": 9888, "estimated_eval_tokens": 20032 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a loose similarity-only cluster: the PRs span unrelated fixes across config redaction, Feishu/WhatsApp/Mattermost behavior, ACP/session handling, agents, CLI, and bundling/logging. None of the soft pairs looks like the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: the items are unrelated fixes across multiple subsystems, so no single PR safely represents the cluster.", "best_issue_reason": null, "best_pr_reason": "No global best PR: every pair is a false positive similarity match, so none is a safe representative.", "soft_edge_verdicts": [ { "left": "pull_request:65911", "right": "pull_request:67365", "accept": false, "reason": "Both touch guardrails, but one fixes image attachment persistence for non-vision models and the other adds a plugin registry provider-id check; unrelated code paths and goals." }, { "left": "pull_request:65968", "right": "pull_request:66949", "accept": false, "reason": "Terminal assistant failover/error surfacing and Gemini thoughtSignature round-tripping are distinct agent features with different failure modes and implementations." }, { "left": "pull_request:65638", "right": "pull_request:66949", "accept": false, "reason": "Cron delivery prompt wording and Gemini tool-call signature handling are unrelated; they do not fix the same code-path problem." }, { "left": "pull_request:65609", "right": "pull_request:65800", "accept": false, "reason": "One is a test/CI registry helper fix, the other loads runtime plugins for wiki commands; different subsystems and bugs." }, { "left": "pull_request:65398", "right": "pull_request:65700", "accept": false, "reason": "Feishu groupPolicy duplication and WhatsApp inbound policy resolution are unrelated channel-specific changes." }, { "left": "pull_request:53414", "right": "pull_request:64546", "accept": false, "reason": "Both involve secrets/config, but one redacts Feishu snapshot fields while the other fixes Mattermost interaction-secret forgeability; not the same change." }, { "left": "pull_request:63338", "right": "pull_request:63793", "accept": false, "reason": "Feishu account-level TTS overrides and ACP disconnect/cancel recovery are unrelated feature/fix areas with no shared code-path." }, { "left": "pull_request:64548", "right": "pull_request:67380", "accept": false, "reason": "WhatsApp heartbeat target normalization and bundled channel-entry error logging are different problems in different modules." }, { "left": "pull_request:65266", "right": "pull_request:67007", "accept": false, "reason": "Deployment setup/Telegram output fixes and CLI docs-link/channel-meta formatting hardening are not the same underlying bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 10, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:64403", "pull_request:64650", "pull_request:65205", "pull_request:65398", "pull_request:65800", "pull_request:65803", "pull_request:65911", "pull_request:66271", "pull_request:66275", "pull_request:66457", "pull_request:66949", "pull_request:66960", "pull_request:67007", "pull_request:67156", "pull_request:67451", "pull_request:67533", "pull_request:67583" ], "soft_pairs": [ "pull_request:65205|pull_request:67156", "pull_request:67007|pull_request:67451", "pull_request:67007|pull_request:67583", "pull_request:66960|pull_request:67007", "pull_request:65911|pull_request:66949", "pull_request:65803|pull_request:66275", "pull_request:64403|pull_request:65800", "pull_request:66457|pull_request:67007", "pull_request:66271|pull_request:67533", "pull_request:64650|pull_request:65398" ], "prepared_review_unit_hash": "c368d8d0cb5b96548bbb71297779a0891c191d7caabcf7af58508b04eb191b16", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 37687, "estimated_input_tokens": 9422, "estimated_eval_tokens": 19100 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of unrelated open PRs across plugins, gateway, UI, logging, docs, and channel-specific fixes. The few superficial overlaps (canvas, chat history, CLI/plugin, formatting) do not indicate the same underlying change or bug, so there is no real duplicate set here.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR #67533 is the cleanest standalone fix to use as a representative if one must be chosen: it targets a single concrete UI regression, has an explicit issue link, and stays on one narrow code path.", "soft_edge_verdicts": [ { "left": "pull_request:65205", "right": "pull_request:67156", "accept": false, "reason": "Both mention canvas/Activities, but one adds Discord Activities support while the other fixes YAML frontmatter in the canvas skill; different changes and code paths." }, { "left": "pull_request:67007", "right": "pull_request:67451", "accept": false, "reason": "Unrelated fixes: onboarding link/meta formatting vs WhatsApp group-prefix normalization." }, { "left": "pull_request:67007", "right": "pull_request:67583", "accept": false, "reason": "No shared bug or change; channel meta/docs hardening is unrelated to the Yuanbao plugin addition." }, { "left": "pull_request:66960", "right": "pull_request:67007", "accept": false, "reason": "A dependency override bump is not the same underlying issue as CLI/onboarding formatting hardening." }, { "left": "pull_request:65911", "right": "pull_request:66949", "accept": false, "reason": "Different concrete problems: saving images for non-vision gateway flows vs preserving Gemini thoughtSignature on tool calls." }, { "left": "pull_request:65803", "right": "pull_request:66275", "accept": false, "reason": "Both touch model/auth-related code, but one fixes Codex CLI/OAuth API-key validation and the other fixes custom-provider model catalog inclusion; distinct bugs." }, { "left": "pull_request:64403", "right": "pull_request:65800", "accept": false, "reason": "Both are plugin/CLI related, but one prefers metadata for lazy primary commands while the other loads runtime plugins for wiki commands; not the same change." }, { "left": "pull_request:66457", "right": "pull_request:67007", "accept": false, "reason": "Log rotation implementation is unrelated to onboarding channel/document-link formatting." }, { "left": "pull_request:66271", "right": "pull_request:67533", "accept": false, "reason": "Both involve Control UI chat/history behavior, but one prevents flicker during session reload and the other restores uploaded image rendering after reload; separate regressions." }, { "left": "pull_request:64650", "right": "pull_request:65398", "accept": false, "reason": "Both are multi-account/channel config fixes, but they address different platforms and behaviors: Telegram topic prompt inheritance vs Feishu groupPolicy registration." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 11, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53418", "pull_request:53904", "pull_request:63338", "pull_request:63793", "pull_request:64650", "pull_request:64782", "pull_request:65205", "pull_request:65637", "pull_request:65700", "pull_request:66156", "pull_request:66297", "pull_request:66329", "pull_request:66331", "pull_request:66889", "pull_request:67007", "pull_request:67083", "pull_request:67365", "pull_request:67443" ], "soft_pairs": [ "pull_request:65700|pull_request:67443", "pull_request:66889|pull_request:67083", "pull_request:53904|pull_request:66297", "pull_request:63793|pull_request:67007", "pull_request:53418|pull_request:65637", "pull_request:66297|pull_request:67365", "pull_request:63793|pull_request:65205", "pull_request:64650|pull_request:66329", "pull_request:63338|pull_request:66331", "pull_request:64782|pull_request:66156" ], "prepared_review_unit_hash": "a3017b6f42192a9c63f589863bbe8d8f73d9cf1c428c0bae9f3a28a04ab3a50d", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 44850, "estimated_input_tokens": 11213, "estimated_eval_tokens": 22682 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly a heterogeneous PR cluster; the only strong duplicate-like pair is the Telegram polling HTTP/2/HTTP/1.1 fix. The rest are thematically adjacent at best, not mergeable duplicates.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR fits the whole cluster, but #66889 is the best anchor: it is issue-linked, narrowly scoped, and is the broader representative of the only clear duplicate pair in this set.", "best_issue_reason": null, "best_pr_reason": "#66889 is the strongest overall PR candidate because it has an explicit issue target and cleanly represents the Telegram polling transport fix that overlaps with #67083.", "soft_edge_verdicts": [ { "left": "pull_request:65700", "right": "pull_request:67443", "accept": false, "reason": "Different subsystems and bugs: WhatsApp inbound policy resolution vs agent/model context-resolution defaults. No concrete code-path duplication." }, { "left": "pull_request:66889", "right": "pull_request:67083", "accept": true, "reason": "Same Telegram polling transport problem in the same file path; one disables HTTP/2 polling transport and the other applies allowH2:false. These look like the same underlying fix." }, { "left": "pull_request:53904", "right": "pull_request:66297", "accept": false, "reason": "Unrelated: doctor-memory-search warning suppression vs gateway CLI handshake retry logic. Different features and code paths." }, { "left": "pull_request:63793", "right": "pull_request:67007", "accept": false, "reason": "Unrelated ACP session recovery vs CLI/docs link and channel-metadata formatting hardening. Shared broad platform only, not the same bug/change." }, { "left": "pull_request:53418", "right": "pull_request:65637", "accept": false, "reason": "Both involve redaction, but they target different surfaces and bugs: config snapshot schema redaction vs /config show reply redaction. Not the same change." }, { "left": "pull_request:66297", "right": "pull_request:67365", "accept": false, "reason": "Completely different areas: gateway handshake retries vs plugin registry provider-id guarding. No shared underlying defect." }, { "left": "pull_request:63793", "right": "pull_request:65205", "accept": false, "reason": "Both are large infrastructure changes, but ACP dead-spawn recovery and Discord Activities support are distinct features with different code paths." }, { "left": "pull_request:64650", "right": "pull_request:66329", "accept": false, "reason": "Different products and scopes: Telegram channel prompt inheritance vs Discord multi-account config recognition. No duplicate bug/change." }, { "left": "pull_request:63338", "right": "pull_request:66331", "accept": false, "reason": "Both touch TTS-related config plumbing, but #63338 is Feishu account-level TTS overrides while #66331 is a broad per-agent TTS/STT override refactor across multiple agents. Not the same concrete fix." }, { "left": "pull_request:64782", "right": "pull_request:66156", "accept": false, "reason": "Both involve history/meta handling, but one restores Codex session imports and the other fixes system-event history leakage. Related theme, not the same issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 12, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:53418", "pull_request:53478", "pull_request:53528", "pull_request:63521", "pull_request:64650", "pull_request:65169", "pull_request:65637", "pull_request:65655", "pull_request:65736", "pull_request:66214", "pull_request:66297", "pull_request:66457", "pull_request:66568", "pull_request:66918", "pull_request:67037", "pull_request:67443", "pull_request:67533" ], "soft_pairs": [ "pull_request:53414|pull_request:65169", "pull_request:53528|pull_request:66297", "pull_request:53478|pull_request:66214", "pull_request:65736|pull_request:66918", "pull_request:53418|pull_request:65169", "pull_request:65637|pull_request:65655", "pull_request:67037|pull_request:67533", "pull_request:63521|pull_request:66568", "pull_request:65736|pull_request:66457", "pull_request:64650|pull_request:67443" ], "prepared_review_unit_hash": "3a430af429082bb087d685964b921ad1488ea751fd74601eb8e2788ef5ef1955", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 40567, "estimated_input_tokens": 10142, "estimated_eval_tokens": 20540 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No soft edge appears to connect the same underlying change; these are broad-theme false positives across unrelated bugs, features, and code paths.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "pull_request:65655 is the strongest standalone PR in the set: it has a clear, self-contained bug fix, explicit issue linkage, and supporting code/docs/tests, making it the best representative candidate among otherwise unrelated PRs.", "soft_edge_verdicts": [ { "left": "pull_request:53414", "right": "pull_request:65169", "accept": false, "reason": "Different subsystems and failures: config snapshot redaction vs node pairing/invoke gating." }, { "left": "pull_request:53528", "right": "pull_request:66297", "accept": false, "reason": "Unrelated code paths: cron store invalidation vs gateway WS handshake retries." }, { "left": "pull_request:53478", "right": "pull_request:66214", "accept": false, "reason": "Both touch plugin-sdk exports, but they restore/add different symbols and fix different compatibility issues." }, { "left": "pull_request:65736", "right": "pull_request:66918", "accept": false, "reason": "Exec approvals state-path resolution is unrelated to Discord stale approval click handling." }, { "left": "pull_request:53418", "right": "pull_request:65169", "accept": false, "reason": "Config redaction of browser CDP URLs is unrelated to node pairing approval behavior." }, { "left": "pull_request:65637", "right": "pull_request:65655", "accept": false, "reason": "Both are security-oriented, but one redacts /config output and the other hardens Mattermost slash callback auth; different bugs and code paths." }, { "left": "pull_request:67037", "right": "pull_request:67533", "accept": false, "reason": "Both involve chat reload behavior, but one skips reloads during active chat while the other renders uploaded images after history reload." }, { "left": "pull_request:63521", "right": "pull_request:66568", "accept": false, "reason": "Streaming text directive handling and table-safe chunk breaking are different parsing problems with different fixes." }, { "left": "pull_request:65736", "right": "pull_request:66457", "accept": false, "reason": "Exec approvals path lookup is unrelated to log rotation and retention." }, { "left": "pull_request:64650", "right": "pull_request:67443", "accept": false, "reason": "Telegram channel prompt inheritance and shared model-resolution defaults are different features in different areas." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 13, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53418", "pull_request:53738", "pull_request:62895", "pull_request:63338", "pull_request:64546", "pull_request:64650", "pull_request:65398", "pull_request:65606", "pull_request:65736", "pull_request:65800", "pull_request:65947", "pull_request:66960", "pull_request:67326", "pull_request:67354", "pull_request:67380", "pull_request:67447", "pull_request:67451", "pull_request:67583" ], "soft_pairs": [ "pull_request:53418|pull_request:64546", "pull_request:65736|pull_request:66960", "pull_request:63338|pull_request:65398", "pull_request:65736|pull_request:67583", "pull_request:65736|pull_request:67451", "pull_request:63338|pull_request:64650", "pull_request:65947|pull_request:67326", "pull_request:65606|pull_request:67380", "pull_request:67354|pull_request:67380", "pull_request:53738|pull_request:67447", "pull_request:62895|pull_request:65800" ], "prepared_review_unit_hash": "3f57c647b7560d7fbb37ad0c4f32494ed3f8b75d102bc7da86932941cb54c94b", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 41016, "estimated_input_tokens": 10254, "estimated_eval_tokens": 20764 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a set of unrelated open PRs across different subsystems; the soft-similarity links are false positives and none of the paired artifacts look like the same underlying bug or change.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR #64546 is the strongest standalone candidate: it has an explicit issue target, a focused security fix, and a narrow code path change that is clearly actionable.", "soft_edge_verdicts": [ { "left": "pull_request:53418", "right": "pull_request:64546", "accept": false, "reason": "Different problems and code paths: config snapshot redaction for browser CDP URLs vs Mattermost interaction-token forgery remediation." }, { "left": "pull_request:65736", "right": "pull_request:66960", "accept": false, "reason": "Exec approvals state-dir path resolution is unrelated to a dependency/version bump PR." }, { "left": "pull_request:63338", "right": "pull_request:65398", "accept": false, "reason": "Feishu account-level TTS overrides and Feishu top-level groupPolicy/registration behavior are different feature areas, not the same fix." }, { "left": "pull_request:65736", "right": "pull_request:67583", "accept": false, "reason": "Exec approvals path handling has no overlap with the Yuanbao plugin add-on." }, { "left": "pull_request:65736", "right": "pull_request:67451", "accept": false, "reason": "Exec approvals state-dir behavior and WhatsApp target normalization are unrelated." }, { "left": "pull_request:63338", "right": "pull_request:64650", "accept": false, "reason": "Both mention message/config behavior in plugins, but Feishu TTS overrides and Telegram topic prompt inheritance are distinct changes." }, { "left": "pull_request:65947", "right": "pull_request:67326", "accept": false, "reason": "Codex catalog auth materialization and media-runtime request headers are different concrete bugs." }, { "left": "pull_request:65606", "right": "pull_request:67380", "accept": false, "reason": "QQBot gateway session recovery and bundled channel-entry error logging do not fix the same code path." }, { "left": "pull_request:67354", "right": "pull_request:67380", "accept": false, "reason": "Telegram session-label formatting and bundled-loader diagnostics are unrelated changes." }, { "left": "pull_request:53738", "right": "pull_request:67447", "accept": false, "reason": "Media-tools baseUrl override and agents default context injection are separate fixes in different areas." }, { "left": "pull_request:62895", "right": "pull_request:65800", "accept": false, "reason": "Memory-search config context preservation and wiki-command runtime plugin loading are unrelated features." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 14, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53738", "pull_request:63633", "pull_request:64782", "pull_request:65003", "pull_request:65006", "pull_request:65947", "pull_request:66023", "pull_request:66098", "pull_request:66337", "pull_request:66427", "pull_request:66889", "pull_request:67036", "pull_request:67037", "pull_request:67268", "pull_request:67354", "pull_request:67365", "pull_request:67380" ], "soft_pairs": [ "pull_request:66098|pull_request:67268", "pull_request:53738|pull_request:65006", "pull_request:65003|pull_request:66023", "pull_request:67365|pull_request:67380", "pull_request:63633|pull_request:66889", "pull_request:65947|pull_request:66337", "pull_request:66427|pull_request:67354", "pull_request:66098|pull_request:67037", "pull_request:64782|pull_request:67036" ], "prepared_review_unit_hash": "3b9845980db6a2fcb7003da1e3ef3e7fc90632b00164904fb3565fc3b565ea49", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 38186, "estimated_input_tokens": 9547, "estimated_eval_tokens": 19350 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items in this cluster are mostly unrelated standalone PRs across different subsystems; the soft pairs share broad themes but not the same concrete bug or change, so none should be merged as duplicates.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR #66889 is the strongest standalone representative: it has an explicit issue target, a tightly scoped network-transport fix, and focused test coverage.", "soft_edge_verdicts": [ { "left": "pull_request:66098", "right": "pull_request:67268", "accept": false, "reason": "Both touch chat/session defaults, but one fixes web UI effective defaults while the other clears recovered auto-fallback overrides; different code paths and failure modes." }, { "left": "pull_request:53738", "right": "pull_request:65006", "accept": false, "reason": "Media tool baseUrl override handling and bootstrap context injection are unrelated features; they do not fix the same bug." }, { "left": "pull_request:65003", "right": "pull_request:66023", "accept": false, "reason": "One normalizes malformed persisted cron state on load, the other adds custom cron job IDs on create; separate changes." }, { "left": "pull_request:67365", "right": "pull_request:67380", "accept": false, "reason": "Both improve guardrails/logging, but one is a plugin registry provider-id guard and the other is bundled channel entry loading diagnostics; not the same underlying defect." }, { "left": "pull_request:63633", "right": "pull_request:66889", "accept": false, "reason": "Both involve Telegram networking, but one adds SOCKS proxy support and the other forces polling off HTTP/2; different concrete transport problems." }, { "left": "pull_request:65947", "right": "pull_request:66337", "accept": false, "reason": "Synthetic auth materialization in codex catalog discovery is unrelated to startup warmup using provider runtime hooks." }, { "left": "pull_request:66427", "right": "pull_request:67354", "accept": false, "reason": "Feishu duplicate comment suppression and Telegram session label formatting are unrelated changes." }, { "left": "pull_request:66098", "right": "pull_request:67037", "accept": false, "reason": "Both affect chat behavior, but one applies effective defaults and the other suppresses history reloads during active chat; distinct bugs." }, { "left": "pull_request:64782", "right": "pull_request:67036", "accept": false, "reason": "History import/restoration and filtering leaked transcript rows are different chat-history problems, not one mergeable fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 15, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:53865", "pull_request:64109", "pull_request:64124", "pull_request:64546", "pull_request:64782", "pull_request:65169", "pull_request:65376", "pull_request:65632", "pull_request:65637", "pull_request:66156", "pull_request:66271", "pull_request:66277", "pull_request:66407", "pull_request:66842", "pull_request:66918", "pull_request:67354", "pull_request:67365" ], "soft_pairs": [ "pull_request:64546|pull_request:65637", "pull_request:64124|pull_request:66277", "pull_request:66407|pull_request:66842", "pull_request:64546|pull_request:65169", "pull_request:65632|pull_request:66918", "pull_request:64782|pull_request:66271", "pull_request:53865|pull_request:65376", "pull_request:67354|pull_request:67365", "pull_request:66156|pull_request:66271", "pull_request:64109|pull_request:66277", "pull_request:53414|pull_request:65637" ], "prepared_review_unit_hash": "a26b1fa84303b90a7a661aaeb7e4caaa28e9502ad4fc8004494327be342307e0", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 41540, "estimated_input_tokens": 10385, "estimated_eval_tokens": 21026 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab-bag of unrelated PRs across config redaction, provider/plugin additions, gateway/session fixes, and channel-specific bugfixes. None of the soft edges look like the same underlying bug or change, so all should be rejected.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR 66407 is the clearest standalone, well-scoped fix with tests and an explicit issue link, but it is not a duplicate of the others; there is no single canonical PR for this cluster.", "soft_edge_verdicts": [ { "left": "pull_request:64546", "right": "pull_request:65637", "accept": false, "reason": "Different problems and code paths: Mattermost interaction-secret handling vs redacting secrets in /config show output." }, { "left": "pull_request:64124", "right": "pull_request:66277", "accept": false, "reason": "Boundary-file-read ENOENT/path-escape handling is unrelated to guarding broken bundled channel loads." }, { "left": "pull_request:66407", "right": "pull_request:66842", "accept": false, "reason": "ACP dispatch bypass for bound-thread commands is unrelated to OpenAI reasoning_details stream parsing." }, { "left": "pull_request:64546", "right": "pull_request:65169", "accept": false, "reason": "Mattermost interaction-token forgery and node pairing approval gating are separate security issues in different subsystems." }, { "left": "pull_request:65632", "right": "pull_request:66918", "accept": false, "reason": "Both touch Discord, but one fixes stale-socket health restarts and the other ignores stale approval clicks; different code paths and failure modes." }, { "left": "pull_request:64782", "right": "pull_request:66271", "accept": false, "reason": "Both involve chat history, but one restores Codex session transcript imports while the other prevents UI flicker during session reload; not the same bug." }, { "left": "pull_request:53865", "right": "pull_request:65376", "accept": false, "reason": "These add different providers (Lemonade vs ATOM); similarity is only broad provider-plugin work and shared docs/lockfile churn." }, { "left": "pull_request:67354", "right": "pull_request:67365", "accept": false, "reason": "Telegram session-label formatting and plugin registry provider-id guarding are unrelated; the titles/body snippets do not describe the same change." }, { "left": "pull_request:66156", "right": "pull_request:66271", "accept": false, "reason": "Exec-completion system-event history leak is a different issue from keeping optimistic user messages visible during session reload." }, { "left": "pull_request:64109", "right": "pull_request:66277", "accept": false, "reason": "QA completion-cache install crash and bundled-channel load guarding are separate crash fixes in different areas." }, { "left": "pull_request:53414", "right": "pull_request:65637", "accept": false, "reason": "Feishu snapshot redaction coverage and /config show secret redaction are related only at a high level; they fix different redaction surfaces." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 16, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53738", "pull_request:53904", "pull_request:64403", "pull_request:64548", "pull_request:64718", "pull_request:64719", "pull_request:65006", "pull_request:65828", "pull_request:65856", "pull_request:66134", "pull_request:66149", "pull_request:66297", "pull_request:66342", "pull_request:66427", "pull_request:67063", "pull_request:67380", "pull_request:67480", "pull_request:67586" ], "soft_pairs": [ "pull_request:64403|pull_request:67063", "pull_request:67480|pull_request:67586", "pull_request:66134|pull_request:66149", "pull_request:64548|pull_request:66427", "pull_request:65006|pull_request:67380", "pull_request:65828|pull_request:65856", "pull_request:66297|pull_request:66342", "pull_request:53738|pull_request:53904", "pull_request:64718|pull_request:64719" ], "prepared_review_unit_hash": "dde60d92d3d723772413bac6bb8e77c904fbbdf42e97ed5d039ac2ff34e40f8e", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 39985, "estimated_input_tokens": 9997, "estimated_eval_tokens": 20250 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a mix of unrelated open PRs. Several pairs touch the same file or subsystem, but they fix different concrete bugs or refactors, so none of the soft edges should be merged as duplicates.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "No single best PR stands out as a canonical representative; the items are separate changes across different bugs, features, and refactors, and the shared files are incidental rather than evidence of duplicate work.", "soft_edge_verdicts": [ { "left": "pull_request:64403", "right": "pull_request:67063", "accept": false, "reason": "Both touch plugin CLI loading, but one prefers metadata for lazy primary commands while the other adds memory-slot plugin scoping. Different code paths and goals." }, { "left": "pull_request:67480", "right": "pull_request:67586", "accept": false, "reason": "Unrelated fixes: skill snapshot redirect logic versus gateway abort handling for agent RPC runs. No shared underlying bug." }, { "left": "pull_request:66134", "right": "pull_request:66149", "accept": false, "reason": "One refactors wiki tool registration; the other adds templated vault.path resolution. Same plugin area, but distinct changes." }, { "left": "pull_request:64548", "right": "pull_request:66427", "accept": false, "reason": "Different messaging integrations and different problems: WhatsApp heartbeat target normalization versus Feishu duplicate comment delivery suppression." }, { "left": "pull_request:65006", "right": "pull_request:67380", "accept": false, "reason": "Both are context/loader related, but one adds contextInjection='never' and the other improves bundled channel entry error logging. Not the same change." }, { "left": "pull_request:65828", "right": "pull_request:65856", "accept": false, "reason": "MiniMax search env detection/onboarding is unrelated to onboardingScopes for video/image providers Runway and Alibaba." }, { "left": "pull_request:66297", "right": "pull_request:66342", "accept": false, "reason": "Gateway handshake retry logic and Slack auth-error crash handling are separate failure modes with different execution paths." }, { "left": "pull_request:53738", "right": "pull_request:53904", "accept": false, "reason": "Media-tools baseUrl override fix and doctor memory-search warning suppression are unrelated." }, { "left": "pull_request:64718", "right": "pull_request:64719", "accept": false, "reason": "Both are security-related, but one defaults auto-reply exec overrides for non-owner senders while the other blocks dangerous tools in channel auto-reply. Different protections, not one duplicate fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 17, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63596", "pull_request:64322", "pull_request:64623", "pull_request:64782", "pull_request:64842", "pull_request:65295", "pull_request:65301", "pull_request:65637", "pull_request:65638", "pull_request:65639", "pull_request:66192", "pull_request:66277", "pull_request:66342", "pull_request:66537", "pull_request:67037", "pull_request:67365", "pull_request:67380" ], "soft_pairs": [ "pull_request:64322|pull_request:65638", "pull_request:63596|pull_request:65301", "pull_request:63596|pull_request:66537", "pull_request:64782|pull_request:67037", "pull_request:64842|pull_request:66192", "pull_request:63596|pull_request:65295", "pull_request:64623|pull_request:66277", "pull_request:66342|pull_request:67365", "pull_request:65638|pull_request:66342", "pull_request:64322|pull_request:67380", "pull_request:65637|pull_request:65639" ], "prepared_review_unit_hash": "ad89b892e58112dc597c4ea5f224776dc2496cdb29a9ff41a9a19e4b6c6eaf5a", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 11, "serialized_chars": 37758, "estimated_input_tokens": 9440, "estimated_eval_tokens": 19136 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is mostly a grab bag of unrelated open PRs. The only clear duplicate pair is the Weixin poll-intent fix (65295/65301). The TUI late-terminal-event PRs (64842/66192) are closely related and likely the same underlying state-reset bug, but the other similarity pairs are too broad or touch different code paths.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "65295 is the clearest and earlier description of the exact poll-intent bug, and 65301 appears to be the same patch with a less precise title. It is the best canonical representative of the only exact-duplicate pair.", "best_issue_reason": null, "best_pr_reason": "65295 is the best overall PR anchor in this cluster because it cleanly represents a real duplicate pair and has the most specific, stable framing of the fix.", "soft_edge_verdicts": [ { "left": "pull_request:64322", "right": "pull_request:65638", "accept": false, "reason": "Different subsystems and bugs: ACP session-key partitioning vs cron delivery-instruction handling." }, { "left": "pull_request:63596", "right": "pull_request:65301", "accept": false, "reason": "Both involve outbound sending, but one is canonical send semantics and the other is poll-intent detection for Weixin; not the same concrete bug." }, { "left": "pull_request:63596", "right": "pull_request:66537", "accept": false, "reason": "Unrelated areas: outbound message semantics vs embedded runner incomplete-turn handling." }, { "left": "pull_request:64782", "right": "pull_request:67037", "accept": false, "reason": "Both touch chat history, but one restores Codex session imports and the other suppresses reloads during active chat; different code paths and fixes." }, { "left": "pull_request:64842", "right": "pull_request:66192", "accept": true, "reason": "Same TUI activity-reset problem around late terminal chat events; 66192 looks like a broader follow-up on the same state transition bug." }, { "left": "pull_request:63596", "right": "pull_request:65295", "accept": false, "reason": "Related messaging domain, but different bug surfaces: outbound canonicalization vs poll metadata misclassification." }, { "left": "pull_request:64623", "right": "pull_request:66277", "accept": false, "reason": "Package-manifest omission vs bundled-channel load guarding; no shared underlying bug." }, { "left": "pull_request:66342", "right": "pull_request:67365", "accept": false, "reason": "Slack auth crash handling and plugin registry validation are unrelated." }, { "left": "pull_request:65638", "right": "pull_request:66342", "accept": false, "reason": "Cron delivery prompt behavior is unrelated to Slack provider auth failure handling." }, { "left": "pull_request:64322", "right": "pull_request:67380", "accept": false, "reason": "Discord ACP session-key separation vs bundled channel entry error logging; different bugs and code paths." }, { "left": "pull_request:65637", "right": "pull_request:65639", "accept": false, "reason": "Secret redaction in config output vs browser auth scoping; different fixes despite both being config/auth adjacent." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 18, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53904", "pull_request:64782", "pull_request:65270", "pull_request:65638", "pull_request:65911", "pull_request:65947", "pull_request:66081", "pull_request:66098", "pull_request:66156", "pull_request:66275", "pull_request:66305", "pull_request:66342", "pull_request:66395", "pull_request:67036", "pull_request:67037", "pull_request:67380", "pull_request:67533" ], "soft_pairs": [ "pull_request:65270|pull_request:65911", "pull_request:64782|pull_request:66081", "pull_request:66395|pull_request:67037", "pull_request:66098|pull_request:67036", "pull_request:53904|pull_request:66342", "pull_request:65947|pull_request:66305", "pull_request:66275|pull_request:66305", "pull_request:65638|pull_request:67380", "pull_request:66156|pull_request:67533" ], "prepared_review_unit_hash": "c5998b6df80ccf8da4776b6df5170080c32bfdc0545300ddad1a86e75d0b2313", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 39166, "estimated_input_tokens": 9792, "estimated_eval_tokens": 19840 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a loose thematic cluster, not a true duplicate set: the PRs touch different subsystems and fix different concrete bugs, so all soft edges look like false positives.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR is a clear canonical duplicate target; the items span unrelated fixes across gateway, UI, agents, channels, and extension codepaths.", "best_issue_reason": null, "best_pr_reason": "No PR is a strong global representative for the cluster. If forced, the gateway/chat-history PRs are the closest theme, but they still do not subsume the other changes.", "soft_edge_verdicts": [ { "left": "pull_request:65270", "right": "pull_request:65911", "accept": false, "reason": "LINE sticker send/receive support is unrelated to saving web UI images to disk; same broad media area, different behavior and codepaths." }, { "left": "pull_request:64782", "right": "pull_request:66081", "accept": false, "reason": "Both involve Codex CLI/session handling, but one restores chat history imports while the other changes CLI output parsing/artifact preference; not the same bug." }, { "left": "pull_request:66395", "right": "pull_request:67037", "accept": false, "reason": "Slack gateway auth-error handling and UI chat reload suppression are different fixes in different components." }, { "left": "pull_request:66098", "right": "pull_request:67036", "accept": false, "reason": "Both are chat/UI related, but one fixes effective defaults and the other filters leaked transcript rows; these are distinct code-path problems." }, { "left": "pull_request:53904", "right": "pull_request:66342", "accept": false, "reason": "A doctor-memory-search warning fix and a Slack provider crash fix are unrelated." }, { "left": "pull_request:65947", "right": "pull_request:66305", "accept": false, "reason": "Synthetic auth materialization in the Codex catalog and brief empty-catalog caching are separate model-catalog concerns." }, { "left": "pull_request:66275", "right": "pull_request:66305", "accept": false, "reason": "Both touch model catalog code, but one includes custom provider models and the other adds empty-result caching; not mergeable as one duplicate fix." }, { "left": "pull_request:65638", "right": "pull_request:67380", "accept": false, "reason": "Cron delivery-prompt wording and bundled channel-entry error logging are unrelated changes." }, { "left": "pull_request:66156", "right": "pull_request:67533", "accept": false, "reason": "Exec-history leak filtering and rendering uploaded images after history reload solve different gateway/UI bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 19, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:54032", "pull_request:62431", "pull_request:62895", "pull_request:63407", "pull_request:65169", "pull_request:65270", "pull_request:65655", "pull_request:65828", "pull_request:65833", "pull_request:66156", "pull_request:67037", "pull_request:67063", "pull_request:67231", "pull_request:67304", "pull_request:67360", "pull_request:67365", "pull_request:67380" ], "soft_pairs": [ "pull_request:65828|pull_request:65833", "pull_request:65270|pull_request:67365", "pull_request:54032|pull_request:67231", "pull_request:67304|pull_request:67360", "pull_request:66156|pull_request:67037", "pull_request:65270|pull_request:67231", "pull_request:65169|pull_request:65655", "pull_request:62895|pull_request:67063", "pull_request:65270|pull_request:67380", "pull_request:62431|pull_request:63407" ], "prepared_review_unit_hash": "4467de94c15af80e7ca5f82c5e95574736c02b5598936b2c1d4b0a7be470e598", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 38380, "estimated_input_tokens": 9595, "estimated_eval_tokens": 19446 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set does not contain any clear duplicate PR pairs. Most items are unrelated feature or fix PRs; the only mildly similar pairs still target different code paths or user-facing behaviors, so they should stay separate.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65169 is the strongest representative: it is a focused bug fix with an explicit issue target and a single concrete gateway pairing behavior change.", "best_issue_reason": null, "best_pr_reason": "PR 65169 is the best overall representative because it is narrowly scoped, clearly bug-fix oriented, and directly tied to a concrete failing behavior rather than docs-only or broad feature work.", "soft_edge_verdicts": [ { "left": "pull_request:65828", "right": "pull_request:65833", "accept": false, "reason": "Different changes: MiniMax web-search env var detection vs Exa secret registry wiring. Same general area of provider config, but not the same bug or code path." }, { "left": "pull_request:65270", "right": "pull_request:67365", "accept": false, "reason": "Unrelated problems: LINE sticker send/receive feature vs a plugin registry guard for missing speech provider IDs. No shared underlying change." }, { "left": "pull_request:54032", "right": "pull_request:67231", "accept": false, "reason": "Completely different scope: himalaya command docs/order fixes vs a new OKX payments skill. Only both are skill/docs content." }, { "left": "pull_request:67304", "right": "pull_request:67360", "accept": false, "reason": "Both touch plugin/runtime loading, but one adds JITI cache control and the other changes bundled module loading error handling. Different code paths and fixes." }, { "left": "pull_request:66156", "right": "pull_request:67037", "accept": false, "reason": "Both involve chat/history behavior, but one fixes inbound metadata stripping and system-line preservation while the other skips UI session reloads during active chat. Not the same bug." }, { "left": "pull_request:65270", "right": "pull_request:67231", "accept": false, "reason": "A LINE sticker feature PR and an OKX payments skill PR are unrelated features; no common underlying issue." }, { "left": "pull_request:65169", "right": "pull_request:65655", "accept": false, "reason": "Gateway node pairing reachability and Mattermost slash callback auth are distinct security/flow fixes in different subsystems." }, { "left": "pull_request:62895", "right": "pull_request:67063", "accept": false, "reason": "Different plugin issues: memory-search config context preservation vs primary wiki CLI scope plugin inclusion. Same plugin area, not the same fix." }, { "left": "pull_request:65270", "right": "pull_request:67380", "accept": false, "reason": "LINE sticker support and bundled channel entry error logging are unrelated changes; one is a feature expansion, the other is loader diagnostics." }, { "left": "pull_request:62431", "right": "pull_request:63407", "accept": false, "reason": "Both affect container setup docs/scripts, but one renames the apt-packages build arg and the other wires a browser-install arg. They are separate configuration changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 20, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53904", "pull_request:62846", "pull_request:64322", "pull_request:64548", "pull_request:64862", "pull_request:65169", "pull_request:65270", "pull_request:65575", "pull_request:65637", "pull_request:65856", "pull_request:66297", "pull_request:66427", "pull_request:67036", "pull_request:67037", "pull_request:67302", "pull_request:67447", "pull_request:67533" ], "soft_pairs": [ "pull_request:67036|pull_request:67533", "pull_request:53904|pull_request:66427", "pull_request:64862|pull_request:67302", "pull_request:66297|pull_request:66427", "pull_request:65575|pull_request:67037", "pull_request:65169|pull_request:65637", "pull_request:65270|pull_request:67447", "pull_request:64322|pull_request:64548", "pull_request:62846|pull_request:65856" ], "prepared_review_unit_hash": "7cd64c31bfb1832be4b3aa6e1b189e1e49570bafce183d10e247222771fcfa75", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 38511, "estimated_input_tokens": 9628, "estimated_eval_tokens": 19512 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Most candidate pairs are unrelated superficial matches across different subsystems. The only credible duplicate-like pair is the two TUI event-handler PRs, which both fix the same run-finalization/status-reset bug in the same code path.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "67302 is the best PR anchor because it is the clearest, broadest fix for the shared TUI status-reset bug and matches the same code path as 64862.", "best_issue_reason": null, "best_pr_reason": "67302 is the best representative of the only true overlap in the cluster; the rest are unrelated PRs and should not be merged into the same duplicate set.", "soft_edge_verdicts": [ { "left": "pull_request:67036", "right": "pull_request:67533", "accept": false, "reason": "Both are UI/chat-related, but one filters leaked transcript rows and the other restores uploaded images after history reload; different bugs and different code paths." }, { "left": "pull_request:53904", "right": "pull_request:66427", "accept": false, "reason": "Completely different subsystems: a false Ollama doctor warning versus Feishu duplicate comment delivery behavior." }, { "left": "pull_request:64862", "right": "pull_request:67302", "accept": true, "reason": "Both patch src/tui/tui-event-handlers.ts to reset activity status when streaming runs finish; they address the same event-ordering/status-stuck bug and are plausibly mergeable into one fix." }, { "left": "pull_request:66297", "right": "pull_request:66427", "accept": false, "reason": "Gateway Windows WS handshake retry logic and Feishu comment suppression are unrelated changes." }, { "left": "pull_request:65575", "right": "pull_request:67037", "accept": false, "reason": "Both touch chat UX, but one changes aria-live behavior while the other skips history reloads during active chat; not the same underlying bug." }, { "left": "pull_request:65169", "right": "pull_request:65637", "accept": false, "reason": "Node pairing approval bypass and /config secret redaction are unrelated code paths and fixes." }, { "left": "pull_request:65270", "right": "pull_request:67447", "accept": false, "reason": "LINE sticker send/receive support and agent default context injection are unrelated features despite both being larger multi-file PRs." }, { "left": "pull_request:64322", "right": "pull_request:64548", "accept": false, "reason": "Distinct problems in different extensions: ACP Discord thread session keys versus WhatsApp heartbeat target normalization." }, { "left": "pull_request:62846", "right": "pull_request:65856", "accept": false, "reason": "Different config metadata changes for different plugin families; they do not fix the same concrete bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 21, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53738", "pull_request:53856", "pull_request:53904", "pull_request:63418", "pull_request:64120", "pull_request:64124", "pull_request:65639", "pull_request:65644", "pull_request:65700", "pull_request:66041", "pull_request:66067", "pull_request:66275", "pull_request:66337", "pull_request:66427", "pull_request:66824", "pull_request:67268", "pull_request:67354", "pull_request:67380" ], "soft_pairs": [ "pull_request:63418|pull_request:67268", "pull_request:53738|pull_request:66427", "pull_request:64124|pull_request:67380", "pull_request:53856|pull_request:66067", "pull_request:66275|pull_request:66337", "pull_request:53904|pull_request:67354", "pull_request:65639|pull_request:65644", "pull_request:64120|pull_request:66041", "pull_request:65700|pull_request:66824" ], "prepared_review_unit_hash": "1bd76c52e816060d72197a668073cb0dbc4d2f638b2eba43ebab46661e6036ce", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 41279, "estimated_input_tokens": 10320, "estimated_eval_tokens": 20896 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This set is not a true duplicate cluster: the PRs span unrelated fixes across gateway, WhatsApp, Telegram, TUI, auth, docs, and loaders. All suggested soft edges are false positives.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR emerges because the items do not describe the same underlying bug or change. If one PR must represent the set, #65700 is the broadest cross-file behavioral change, but it is not a duplicate of the others.", "best_issue_reason": null, "best_pr_reason": "#65700 is the strongest representative only in the sense that it is the broadest, most central product-behavior change with many related files and tests. It is not actually mergeable with the others as a single PR because the underlying problems differ.", "soft_edge_verdicts": [ { "left": "pull_request:63418", "right": "pull_request:67268", "accept": false, "reason": "Different problems: session settings thinking-default display vs clearing recovered auto-fallback overrides. No shared bug path." }, { "left": "pull_request:53738", "right": "pull_request:66427", "accept": false, "reason": "Unrelated areas: media-tool baseUrl override vs Feishu comment deduplication/local replies." }, { "left": "pull_request:64124", "right": "pull_request:67380", "accept": false, "reason": "Both touch loader/error handling, but one distinguishes ENOENT from path escape while the other improves bundled entry validation logging. Different concrete failures." }, { "left": "pull_request:53856", "right": "pull_request:66067", "accept": false, "reason": "Both mention thinking/reasoning, but one maps OpenAI WS reasoning output to thinking blocks and the other preserves spacing between thinking fragments in the TUI. Separate code paths and fixes." }, { "left": "pull_request:66275", "right": "pull_request:66337", "accept": false, "reason": "Gateway/model-related but distinct: one adds custom provider models to the runtime catalog, the other changes startup warmup to use provider runtime hooks." }, { "left": "pull_request:53904", "right": "pull_request:67354", "accept": false, "reason": "Completely unrelated: doctor memory-search warning suppression vs a Telegram session-label formatting fix." }, { "left": "pull_request:65639", "right": "pull_request:65644", "accept": false, "reason": "Browser auth scoping and Podman env/docs hardening are unrelated changes." }, { "left": "pull_request:64120", "right": "pull_request:66041", "accept": false, "reason": "Both are messaging-channel changes, but WhatsApp preflight audio transcription and Telegram ack-reaction behavior are different features and bugs." }, { "left": "pull_request:65700", "right": "pull_request:66824", "accept": false, "reason": "Both involve policy/auth language, but one is WhatsApp inbound policy resolution and the other is a command-authorization seam. Not the same concrete change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 22, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:54032", "pull_request:54088", "pull_request:63557", "pull_request:63596", "pull_request:63629", "pull_request:64310", "pull_request:64862", "pull_request:64907", "pull_request:64996", "pull_request:66098", "pull_request:66192", "pull_request:66342", "pull_request:66344", "pull_request:67063", "pull_request:67231", "pull_request:67365", "pull_request:67380" ], "soft_pairs": [ "pull_request:67231|pull_request:67380", "pull_request:63596|pull_request:64996", "pull_request:63596|pull_request:64907", "pull_request:66342|pull_request:66344", "pull_request:63557|pull_request:64310", "pull_request:54088|pull_request:66098", "pull_request:64862|pull_request:66192", "pull_request:63629|pull_request:67063", "pull_request:54032|pull_request:67365" ], "prepared_review_unit_hash": "912d8117088dfe20b6ed7617da326fb29276a51bab64209acb2815d87a79e3b4", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 39315, "estimated_input_tokens": 9829, "estimated_eval_tokens": 19914 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Mostly unrelated PRs grouped by superficial similarity. The only genuine duplicate-like pair is the TUI activity-status recovery fixes (64862 and 66192); the rest touch different bugs, features, or subsystems.", "confidence": 0.9, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66192 is the clearest representative of the one real duplicate-like change: it directly fixes late terminal events leaving the TUI stuck and adds focused tests for the edge case.", "best_issue_reason": null, "best_pr_reason": "PR 66192 best represents the cluster's only true underlying bug-fix thread; it is narrowly scoped, user-visible, and well covered by tests.", "soft_edge_verdicts": [ { "left": "pull_request:67231", "right": "pull_request:67380", "accept": false, "reason": "Both are unrelated skill/channel loading changes; they do not fix the same concrete bug or change and would not be merged as one PR." }, { "left": "pull_request:63596", "right": "pull_request:64996", "accept": false, "reason": "One fixes outbound message send semantics, the other adjusts WhatsApp group allowlist matching; same messaging area, but different code-path problems." }, { "left": "pull_request:63596", "right": "pull_request:64907", "accept": false, "reason": "Message-send canonicalization and plugin tool-result hooks are unrelated changes; they only overlap at a very broad gateway level." }, { "left": "pull_request:66342", "right": "pull_request:66344", "accept": false, "reason": "Slack auth-error handling and markdown table chunking are completely different bugs in different subsystems." }, { "left": "pull_request:63557", "right": "pull_request:64310", "accept": false, "reason": "Gateway tool-call audit logging and audit-seams workspace path cleanup are unrelated implementation changes, not the same fix." }, { "left": "pull_request:54088", "right": "pull_request:66098", "accept": false, "reason": "Both affect chat/UI behavior, but one adds runtime tool availability and the other changes effective chat defaults; too broad to treat as the same bug/change." }, { "left": "pull_request:64862", "right": "pull_request:66192", "accept": true, "reason": "These address the same TUI bug: activity status can remain streaming after the active run is cleared and a terminal event arrives late. The fixes are compatible parts of one recovery change." }, { "left": "pull_request:63629", "right": "pull_request:67063", "accept": false, "reason": "Doctor session-isolation warnings and wiki CLI scope plugin inclusion are unrelated changes with no shared code-path problem." }, { "left": "pull_request:54032", "right": "pull_request:67365", "accept": false, "reason": "Himalaya documentation fixes and plugin-registry provider-id guarding are unrelated; they only match at the level of being small maintenance PRs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 23, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:53528", "pull_request:63521", "pull_request:63557", "pull_request:64301", "pull_request:64328", "pull_request:64548", "pull_request:65006", "pull_request:65638", "pull_request:65639", "pull_request:66111", "pull_request:66275", "pull_request:66709", "pull_request:67231", "pull_request:67360", "pull_request:67533", "pull_request:67586" ], "soft_pairs": [ "pull_request:64328|pull_request:67533", "pull_request:65638|pull_request:67586", "pull_request:63557|pull_request:64301", "pull_request:53414|pull_request:65639", "pull_request:53528|pull_request:67360", "pull_request:63521|pull_request:66111", "pull_request:66275|pull_request:66709", "pull_request:64548|pull_request:65638", "pull_request:65006|pull_request:67231" ], "prepared_review_unit_hash": "6573bd9040760cd0751a8f4f822c01dcc48aa3220eed93aa60bb98c06ce17519", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 37049, "estimated_input_tokens": 9263, "estimated_eval_tokens": 18782 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a set of mostly unrelated PRs spanning config redaction, cron/store watching, streaming directive handling, gateway auditing, tool-name normalization, WhatsApp heartbeat parsing, browser auth scoping, model catalog updates, docs/skills, and agent abort handling. None of the soft-edge pairs look like true duplicates of the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "PR #67533 is the strongest representative if one must be chosen: it is a focused, user-visible bug fix with an explicit issue target and a narrow code path.", "best_issue_reason": null, "best_pr_reason": "PR #67533 is the best single PR candidate in this set because it is concrete, self-contained, and less broad than the feature-heavy or infrastructure-oriented alternatives.", "soft_edge_verdicts": [ { "left": "pull_request:64328", "right": "pull_request:67533", "accept": false, "reason": "Different bugs and paths: qqbot voice media typing for TTS vs Control UI rendering uploaded images after history reload." }, { "left": "pull_request:65638", "right": "pull_request:67586", "accept": false, "reason": "Unrelated changes: cron announce prompt wording vs agent RPC abort-controller wiring." }, { "left": "pull_request:63557", "right": "pull_request:64301", "accept": false, "reason": "Gateway tool-call audit logging is separate from malformed tool-name normalization; different failure modes and code paths." }, { "left": "pull_request:53414", "right": "pull_request:65639", "accept": false, "reason": "Config snapshot redaction for Feishu secrets is unrelated to browser auth scoping by active gateway mode." }, { "left": "pull_request:53528", "right": "pull_request:67360", "accept": false, "reason": "Cron store cache invalidation watcher and Telegram config-load fallback are distinct issues in different subsystems." }, { "left": "pull_request:63521", "right": "pull_request:66111", "accept": false, "reason": "Both involve directives, but one fixes incomplete streaming messages from unclosed delimiters while the other recognizes /trace directives; not the same bug." }, { "left": "pull_request:66275", "right": "pull_request:66709", "accept": false, "reason": "Custom-provider model catalog inclusion vs adding glm-5.1 support for opencode-go are different catalog changes with different scopes and goals." }, { "left": "pull_request:64548", "right": "pull_request:65638", "accept": false, "reason": "WhatsApp heartbeat recipient normalization is unrelated to cron delivery instruction generation." }, { "left": "pull_request:65006", "right": "pull_request:67231", "accept": false, "reason": "Disabling bootstrap file injection via contextInjection and adding an OKX payments skill are wholly separate changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 24, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53528", "pull_request:53662", "pull_request:53904", "pull_request:64355", "pull_request:64548", "pull_request:64669", "pull_request:64736", "pull_request:65554", "pull_request:65622", "pull_request:65772", "pull_request:66081", "pull_request:66098", "pull_request:66221", "pull_request:66976", "pull_request:67007", "pull_request:67137", "pull_request:67231", "pull_request:67268" ], "soft_pairs": [ "pull_request:65772|pull_request:66098", "pull_request:53662|pull_request:53904", "pull_request:64736|pull_request:65772", "pull_request:53528|pull_request:53904", "pull_request:64548|pull_request:67231", "pull_request:67007|pull_request:67137", "pull_request:66221|pull_request:66976", "pull_request:65622|pull_request:67268", "pull_request:64355|pull_request:65554", "pull_request:64669|pull_request:66081" ], "prepared_review_unit_hash": "1e7dbacb6aabd6dfd2a8ae7c9a70b6298c27001e9f7a840c5c26663dc3b044d3", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 42808, "estimated_input_tokens": 10702, "estimated_eval_tokens": 21660 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: several PRs share broad subsystems (WhatsApp, chat/UI, CLI, auto-reply, Codex), but they target different bugs or features and are not duplicates of one another. No soft edge looks safe to merge.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "No true canonical duplicate stands out; PR #66976 is the closest representative only because it is one of the larger WhatsApp-related changes, but it still addresses a different blocker than the other WhatsApp PRs.", "best_issue_reason": null, "best_pr_reason": "PR #66976 is the best single representative anchor among this mixed set, but it is not a good dedupe target for the cluster as a whole because the items do not share one underlying change.", "soft_edge_verdicts": [ { "left": "pull_request:65772", "right": "pull_request:66098", "accept": false, "reason": "Different code paths: nodes CLI status fallback vs web UI chat defaults. Same broad CLI/UI ecosystem, not the same bug." }, { "left": "pull_request:53662", "right": "pull_request:53904", "accept": false, "reason": "Unrelated fixes: chat bubble sizing CSS vs suppressing a false Ollama warning in doctor-memory-search." }, { "left": "pull_request:64736", "right": "pull_request:65772", "accept": false, "reason": "Slash-command autocomplete/runtime catalog work is unrelated to nodes status/list fallback logic." }, { "left": "pull_request:53528", "right": "pull_request:53904", "accept": false, "reason": "Cron store-watcher change and doctor warning suppression are separate subsystems and separate issues." }, { "left": "pull_request:64548", "right": "pull_request:67231", "accept": false, "reason": "WhatsApp heartbeat recipient normalization and an OKX payments skill are completely different features." }, { "left": "pull_request:67007", "right": "pull_request:67137", "accept": false, "reason": "Both touch onboarding-ish flows, but one hardens docs/meta formatting while the other fixes optional input trimming; different defects." }, { "left": "pull_request:66221", "right": "pull_request:66976", "accept": false, "reason": "Both are WhatsApp-related, but one refactors plugin assembly surfaces while the other removes a Baileys install blocker; not the same concrete change." }, { "left": "pull_request:65622", "right": "pull_request:67268", "accept": false, "reason": "Auto-reply compaction reevaluation and clearing recovered fallback overrides are distinct recovery/compaction behaviors." }, { "left": "pull_request:64355", "right": "pull_request:65554", "accept": false, "reason": "Campfire channel integration and media support v2 are separate feature additions with no shared bug." }, { "left": "pull_request:64669", "right": "pull_request:66081", "accept": false, "reason": "Codex token-usage accounting and CLI jsonl output parsing are different code paths and different problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 25, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:53528", "pull_request:53662", "pull_request:54032", "pull_request:62846", "pull_request:65003", "pull_request:65655", "pull_request:65828", "pull_request:65957", "pull_request:66192", "pull_request:66271", "pull_request:67036", "pull_request:67268", "pull_request:67302", "pull_request:67304", "pull_request:67354", "pull_request:67380", "pull_request:67443" ], "soft_pairs": [ "pull_request:66192|pull_request:67302", "pull_request:67268|pull_request:67443", "pull_request:66271|pull_request:67036", "pull_request:65003|pull_request:65957", "pull_request:53528|pull_request:67354", "pull_request:53662|pull_request:54032", "pull_request:67304|pull_request:67380", "pull_request:62846|pull_request:65828", "pull_request:53414|pull_request:65655" ], "prepared_review_unit_hash": "c614adbb7f5f92eb75fa023ebaea5f46b2604825dd824357a622fd4dc92217c9", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 37662, "estimated_input_tokens": 9416, "estimated_eval_tokens": 19088 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Only one soft pair looks like the same underlying fix: the TUI late-terminal-event status reset change. The rest are clearly different bugs or unrelated maintenance/doc updates, so they should stay separate.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "67302 is the best canonical PR for the duplicate TUI status-reset fix: it contains the actual behavior change for out-of-order terminal events and has the explicit issue link, while 66192 is a narrower precursor/test-focused variant.", "best_issue_reason": null, "best_pr_reason": "67302 is the strongest representative PR in this set because it is the most complete implementation of the shared TUI event-ordering fix and most clearly states the user-facing behavior change.", "soft_edge_verdicts": [ { "left": "pull_request:66192", "right": "pull_request:67302", "accept": true, "reason": "Same code path and same bug: late final/error terminal events could leave TUI activity stale. 67302 generalizes the same fix to reset status regardless of event ordering." }, { "left": "pull_request:67268", "right": "pull_request:67443", "accept": false, "reason": "Different areas and problems: auto-fallback override cleanup vs model-context resolution/status defaults. No shared concrete change." }, { "left": "pull_request:66271", "right": "pull_request:67036", "accept": false, "reason": "Both touch control UI chat history, but one fixes reload flicker and the other filters leaked transcript rows. Different underlying bugs." }, { "left": "pull_request:65003", "right": "pull_request:65957", "accept": false, "reason": "Unrelated subsystems: cron persisted-state normalization vs heartbeat/session relay context preservation." }, { "left": "pull_request:53528", "right": "pull_request:67354", "accept": false, "reason": "Watch-file cache invalidation for cron storage and a Telegram session-label formatting fix are unrelated changes." }, { "left": "pull_request:53662", "right": "pull_request:54032", "accept": false, "reason": "Grouped chat bubble sizing vs Himalaya command/documentation fixes are entirely different changes." }, { "left": "pull_request:67304", "right": "pull_request:67380", "accept": false, "reason": "Plugin loader cache configuration and bundled channel-entry error logging are different code-path fixes, not one shared bug." }, { "left": "pull_request:62846", "right": "pull_request:65828", "accept": false, "reason": "Both mention provider/runtime setup, but one adds default-enable flags for two plugins and the other changes MiniMax env autodetection/onboarding. Not the same change." }, { "left": "pull_request:53414", "right": "pull_request:65655", "accept": false, "reason": "Config snapshot redaction for Feishu and Mattermost slash callback auth hardening are unrelated issues." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 26, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53367", "pull_request:53528", "pull_request:53681", "pull_request:63557", "pull_request:63807", "pull_request:64322", "pull_request:64403", "pull_request:65006", "pull_request:65606", "pull_request:66110", "pull_request:66169", "pull_request:66221", "pull_request:66233", "pull_request:66271", "pull_request:66275", "pull_request:66537", "pull_request:67155", "pull_request:67326" ], "soft_pairs": [ "pull_request:64403|pull_request:66221", "pull_request:53367|pull_request:53528", "pull_request:66233|pull_request:66537", "pull_request:63807|pull_request:67155", "pull_request:66169|pull_request:66271", "pull_request:53681|pull_request:65006", "pull_request:64322|pull_request:65606", "pull_request:63557|pull_request:66110", "pull_request:66275|pull_request:67326" ], "prepared_review_unit_hash": "e80e8b0787962127dcc977cc652cbd2ce11e5042a6c08a6459a89962ef558414", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 43888, "estimated_input_tokens": 10972, "estimated_eval_tokens": 22200 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab-bag of unrelated PRs across auth, cron, plugins, UI, logging, and messaging. The soft-similarity pairs share broad themes but not the same concrete bug or change, so none should be merged as duplicates.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66233 is the most substantial, issue-linked code change in the set, but the cluster is too heterogeneous for a true duplicate canonical PR.", "best_issue_reason": null, "best_pr_reason": "If one PR must be used as the anchor, #66233 is the clearest representative because it has an explicit issue target and a focused fix; it is still not a duplicate of the others.", "soft_edge_verdicts": [ { "left": "pull_request:64403", "right": "pull_request:66221", "accept": false, "reason": "Both are feature/refactor PRs in the plugin ecosystem, but one is about CLI metadata selection and the other about WhatsApp assembly surfaces; different code paths and different problems." }, { "left": "pull_request:53367", "right": "pull_request:53528", "accept": false, "reason": "Both involve cache invalidation, but for different stores and triggers: runtime auth-profile snapshots vs cron jobs.json watching. Same pattern, not the same bug." }, { "left": "pull_request:66233", "right": "pull_request:66537", "accept": false, "reason": "Both touch incomplete-turn handling, but #66233 is a provider-hook refactor while #66537 fixes a specific silent final-answer-loss case. Not mergeable as one duplicate fix." }, { "left": "pull_request:63807", "right": "pull_request:67155", "accept": false, "reason": "Both are Control UI changes, but one adds a gateway restart confirmation dialog and the other adds a hide-system toggle for Sessions. Separate UX features." }, { "left": "pull_request:66169", "right": "pull_request:66271", "accept": false, "reason": "Both affect UI/session behavior, but one normalizes iMessage echo prefixes and the other prevents chat flicker on session reload. Different underlying issues." }, { "left": "pull_request:53681", "right": "pull_request:65006", "accept": false, "reason": "One adds video-generation infrastructure; the other adds a context-injection mode for bootstrap files. They do not address the same code-path problem." }, { "left": "pull_request:64322", "right": "pull_request:65606", "accept": false, "reason": "Distinct extension-level session issues: Discord thread session keys vs QQBot session recovery after timeout. Shared area, different failures." }, { "left": "pull_request:63557", "right": "pull_request:66110", "accept": false, "reason": "Both involve logging-related code, but one adds gateway tool-call audit logging and the other adds root log-file overrides. Different concerns and implementation paths." }, { "left": "pull_request:66275", "right": "pull_request:67326", "accept": false, "reason": "Both touch media/model plumbing, but one updates the custom-provider model catalog and the other fixes image-runtime headers. Not the same concrete bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 27, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63418", "pull_request:63547", "pull_request:63557", "pull_request:63596", "pull_request:64301", "pull_request:64403", "pull_request:64719", "pull_request:64720", "pull_request:64842", "pull_request:65575", "pull_request:65700", "pull_request:65772", "pull_request:66007", "pull_request:66152", "pull_request:66583", "pull_request:66943", "pull_request:66955", "pull_request:67208" ], "soft_pairs": [ "pull_request:63547|pull_request:64301", "pull_request:64403|pull_request:65700", "pull_request:66943|pull_request:66955", "pull_request:63557|pull_request:66007", "pull_request:66152|pull_request:66583", "pull_request:63557|pull_request:63596", "pull_request:64403|pull_request:67208", "pull_request:64842|pull_request:65575", "pull_request:63418|pull_request:65772", "pull_request:64719|pull_request:64720" ], "prepared_review_unit_hash": "991d2340f6348c186663e6722129a82bc07ceaa6746fcc128c059582b36c761b", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 43968, "estimated_input_tokens": 10992, "estimated_eval_tokens": 22240 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the PRs span unrelated gateway, UI, plugin, CLI, WhatsApp, security, and memory-core changes. None of the soft-edge pairs look like true duplicates or mergeable into one PR.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR is a safe canonical choice; the cluster does not share one underlying bug or feature change across the items.", "best_issue_reason": null, "best_pr_reason": "No PR is a strong global representative for the same reason: the cluster is mixed across distinct code paths and subsystems.", "soft_edge_verdicts": [ { "left": "pull_request:63547", "right": "pull_request:64301", "accept": false, "reason": "Both touch tool-call plumbing, but one adds policy logging while the other relaxes malformed tool-name normalization; different failures and fixes." }, { "left": "pull_request:64403", "right": "pull_request:65700", "accept": false, "reason": "CLI metadata selection for lazy commands is unrelated to WhatsApp inbound policy resolution." }, { "left": "pull_request:66943", "right": "pull_request:66955", "accept": false, "reason": "Same new SenseAudio package, but audio transcription and music generation are distinct provider implementations and code paths." }, { "left": "pull_request:63557", "right": "pull_request:66007", "accept": false, "reason": "Gateway tool-call audit logging is unrelated to Exa secretRef support for web search credentials." }, { "left": "pull_request:66152", "right": "pull_request:66583", "accept": false, "reason": "Both are in memory-core dreaming config, but one adds schema/config scaffolding and the other adds a specific model override; not the same concrete change." }, { "left": "pull_request:63557", "right": "pull_request:63596", "accept": false, "reason": "Tool-call audit logging and outbound message send semantics are different bugs in different code paths." }, { "left": "pull_request:64403", "right": "pull_request:67208", "accept": false, "reason": "CLI plugin-loader metadata preference is unrelated to routing the memory-wiki bridge import CLI through gateway RPC." }, { "left": "pull_request:64842", "right": "pull_request:65575", "accept": false, "reason": "TUI stale streaming status cleanup and chat live-region announcements are separate UI behaviors." }, { "left": "pull_request:63418", "right": "pull_request:65772", "accept": false, "reason": "Session settings thinking defaults and nodes list/status alignment address different surfaces and problems." }, { "left": "pull_request:64719", "right": "pull_request:64720", "accept": false, "reason": "Auto-reply dangerous-tool blocking and external-content protection are both security-related, but they fix different mechanisms and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 28, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62846", "pull_request:63418", "pull_request:63906", "pull_request:64109", "pull_request:64328", "pull_request:64403", "pull_request:64548", "pull_request:64842", "pull_request:65006", "pull_request:65632", "pull_request:65700", "pull_request:65736", "pull_request:66221", "pull_request:66233", "pull_request:66939", "pull_request:67346", "pull_request:67380", "pull_request:67589" ], "soft_pairs": [ "pull_request:64109|pull_request:64403", "pull_request:62846|pull_request:64328", "pull_request:66233|pull_request:66939", "pull_request:63418|pull_request:65736", "pull_request:64842|pull_request:65632", "pull_request:65700|pull_request:66221", "pull_request:63906|pull_request:67346", "pull_request:64548|pull_request:65006", "pull_request:67380|pull_request:67589" ], "prepared_review_unit_hash": "f0a3f724c0aa0173eb0eda93bf59aee681f24ce4b2f909e8a2b8970dde7954bb", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 40708, "estimated_input_tokens": 10177, "estimated_eval_tokens": 20610 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These PRs are only loosely similar on the surface (fix/refactor/style changes), but they cover unrelated subsystems and concrete bugs. I don\u2019t see any true duplicate pairs here; all soft edges should be rejected.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR is a true duplicate canonical for this cluster; the items span unrelated fixes across plugins, gateway, scripts, UI, and WhatsApp/Telegram/Discord paths.", "best_issue_reason": null, "best_pr_reason": "PR 64842 is the cleanest representative if one must be chosen: it has an explicit issue target and a narrowly scoped, concrete fix with tests and changelog coverage.", "soft_edge_verdicts": [ { "left": "pull_request:64109", "right": "pull_request:64403", "accept": false, "reason": "Different bugs: one fixes completion-cache install crash handling, the other changes CLI metadata selection for lazy primary commands." }, { "left": "pull_request:62846", "right": "pull_request:64328", "accept": false, "reason": "Unrelated subsystems and behavior: enabling speech-provider plugins by default vs marking voice attachments as audio for QQ bot TTS handling." }, { "left": "pull_request:66233", "right": "pull_request:66939", "accept": false, "reason": "Both mention recovery/retry, but they fix different code paths: provider-hooked incomplete-turn recovery vs Telegram duplicate preview after compaction retry." }, { "left": "pull_request:63418", "right": "pull_request:65736", "accept": false, "reason": "Session default display logic and exec-approvals path resolution are separate concerns with no shared underlying bug." }, { "left": "pull_request:64842", "right": "pull_request:65632", "accept": false, "reason": "Both involve status/health wording, but one clears stale streaming UI state and the other skips false Discord stale-socket restarts; different mechanisms and effects." }, { "left": "pull_request:65700", "right": "pull_request:66221", "accept": false, "reason": "Same extension, but one unifies inbound policy resolution while the other centralizes plugin assembly surfaces; this is refactor overlap, not the same fix." }, { "left": "pull_request:63906", "right": "pull_request:67346", "accept": false, "reason": "Both touch spawning commands on Windows/Linux, but one fixes WSL ELF execution in pnpm runner and the other quotes shell commands for Windows UI scripts." }, { "left": "pull_request:64548", "right": "pull_request:65006", "accept": false, "reason": "Different features: WhatsApp heartbeat target normalization vs adding contextInjection 'never' for bootstrap file injection." }, { "left": "pull_request:67380", "right": "pull_request:67589", "accept": false, "reason": "Both are infrastructure-adjacent, but one improves bundled channel-entry error logging and the other changes gateway reload rules for plugin-install timestamps." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 29, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53369", "pull_request:53528", "pull_request:53662", "pull_request:63418", "pull_request:64718", "pull_request:64720", "pull_request:64907", "pull_request:65006", "pull_request:65803", "pull_request:66041", "pull_request:66111", "pull_request:66364", "pull_request:66413", "pull_request:66819", "pull_request:66824", "pull_request:66976", "pull_request:67354", "pull_request:67365" ], "soft_pairs": [ "pull_request:65006|pull_request:67354", "pull_request:65803|pull_request:66413", "pull_request:66111|pull_request:66824", "pull_request:66364|pull_request:66976", "pull_request:64907|pull_request:66819", "pull_request:53528|pull_request:53662", "pull_request:63418|pull_request:64718", "pull_request:65006|pull_request:67365", "pull_request:64718|pull_request:64720", "pull_request:53369|pull_request:66041" ], "prepared_review_unit_hash": "58a7f75d081d6dd888fbd31fde106c8aa984848852f807e327539cbfe16006fd", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 40496, "estimated_input_tokens": 10124, "estimated_eval_tokens": 20504 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These pull requests are largely unrelated feature/fix work across different subsystems; I do not see any soft-edge pair that should be merged as the same underlying change.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66824 is the most central, cross-cutting core change in the set and has the broadest architectural impact with tests; as a representative PR, it is the strongest choice.", "best_issue_reason": null, "best_pr_reason": "PR 66824 is the best standalone candidate overall because it addresses a core auth seam, touches several related surfaces, and appears to be a coherent, high-value change.", "soft_edge_verdicts": [ { "left": "pull_request:65006", "right": "pull_request:67354", "accept": false, "reason": "Different problems and code paths: bootstrap file injection control vs a Telegram session-label formatting fix." }, { "left": "pull_request:65803", "right": "pull_request:66413", "accept": false, "reason": "Both involve auth-related helpers, but one fixes model auth markers for CLI/OAuth providers while the other fixes exec secret stdout parsing; not the same bug." }, { "left": "pull_request:66111", "right": "pull_request:66824", "accept": false, "reason": "A /trace directive parser fix and a channel-resolved auth seam are unrelated changes." }, { "left": "pull_request:66364", "right": "pull_request:66976", "accept": false, "reason": "One ships a missing runtime sidecar; the other removes a Baileys install blocker. Different failure modes and fixes." }, { "left": "pull_request:64907", "right": "pull_request:66819", "accept": false, "reason": "A new plugin hook API and nested Claude JSON unwrapping are separate features, not one concrete bug." }, { "left": "pull_request:53528", "right": "pull_request:53662", "accept": false, "reason": "Cron store watching and grouped chat bubble sizing are entirely unrelated subsystems." }, { "left": "pull_request:63418", "right": "pull_request:64718", "accept": false, "reason": "Session-settings thinking defaults and auto-reply exec security defaults are different code paths and outcomes." }, { "left": "pull_request:65006", "right": "pull_request:67365", "accept": false, "reason": "Context-injection disabling and an onboarding trim-crash guard are unrelated fixes." }, { "left": "pull_request:64718", "right": "pull_request:64720", "accept": false, "reason": "Both are auto-reply/security related, but one changes exec authorization defaults and the other applies content-protection wrapping; they are not the same concrete fix." }, { "left": "pull_request:53369", "right": "pull_request:66041", "accept": false, "reason": "Different channels and behaviors: WhatsApp native mentions vs Telegram ack reactions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 30, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63418", "pull_request:63636", "pull_request:64328", "pull_request:64718", "pull_request:64782", "pull_request:65016", "pull_request:65622", "pull_request:65803", "pull_request:66041", "pull_request:66111", "pull_request:66169", "pull_request:66395", "pull_request:66808", "pull_request:66824", "pull_request:67036", "pull_request:67155", "pull_request:67443", "pull_request:67569" ], "soft_pairs": [ "pull_request:64782|pull_request:66395", "pull_request:63418|pull_request:67569", "pull_request:63636|pull_request:65622", "pull_request:64328|pull_request:65803", "pull_request:66041|pull_request:67443", "pull_request:67036|pull_request:67155", "pull_request:66808|pull_request:66824", "pull_request:65016|pull_request:66169", "pull_request:64718|pull_request:66111" ], "prepared_review_unit_hash": "0f81758256583b766d04cb0ff272700f0c185e3bd62c8b0bc813be6ebf532ab8", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 41699, "estimated_input_tokens": 10425, "estimated_eval_tokens": 21106 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not a duplicate set; it contains several unrelated PR pairs that only share broad thematic words like UI, history, or compaction. None of the soft edges look like the same underlying bug/change.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR stands out because the cluster is heterogeneous and the soft links connect unrelated changes in different codepaths.", "best_issue_reason": null, "best_pr_reason": "No PR is a good global representative for the cluster; the safest triage is to keep the PRs separate and treat each soft pair independently.", "soft_edge_verdicts": [ { "left": "pull_request:64782", "right": "pull_request:66395", "accept": false, "reason": "Different features and codepaths: Codex CLI chat-history restoration vs disabling refresh during an active turn." }, { "left": "pull_request:63418", "right": "pull_request:67569", "accept": false, "reason": "Both touch UI/gateway session utilities, but one changes session settings thinking defaults while the other populates context-window cache from model catalog; not the same bug." }, { "left": "pull_request:63636", "right": "pull_request:65622", "accept": false, "reason": "Both relate to compaction, but one guards malformed token estimation and the other re-evaluates preflight compaction timing; separate fixes." }, { "left": "pull_request:64328", "right": "pull_request:65803", "accept": false, "reason": "Unrelated subsystems: QQ bot voice attachment media typing vs Codex CLI auth marker handling." }, { "left": "pull_request:66041", "right": "pull_request:67443", "accept": false, "reason": "Telegram ack-reaction behavior is unrelated to model-resolution and group-activation defaults." }, { "left": "pull_request:67036", "right": "pull_request:67155", "accept": false, "reason": "Both involve UI/session visibility, but one filters leaked transcript rows and the other adds a hide-system toggle; different product changes and codepaths." }, { "left": "pull_request:66808", "right": "pull_request:66824", "accept": false, "reason": "ZeroEntropy embeddings support is unrelated to the command-auth seam refactor." }, { "left": "pull_request:65016", "right": "pull_request:66169", "accept": false, "reason": "Cron announce no-reply normalization and iMessage attributed echo-prefix normalization are different fixes in different integrations." }, { "left": "pull_request:64718", "right": "pull_request:66111", "accept": false, "reason": "Non-owner auto-reply exec security defaults is unrelated to recognizing /trace directives." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 31, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53528", "pull_request:54032", "pull_request:63521", "pull_request:63547", "pull_request:63596", "pull_request:63629", "pull_request:65006", "pull_request:65016", "pull_request:65398", "pull_request:66110", "pull_request:66233", "pull_request:66305", "pull_request:66457", "pull_request:66673", "pull_request:66939", "pull_request:67155", "pull_request:67304", "pull_request:67326" ], "soft_pairs": [ "pull_request:66233|pull_request:66305", "pull_request:63521|pull_request:65016", "pull_request:66305|pull_request:66939", "pull_request:63596|pull_request:63629", "pull_request:63629|pull_request:67326", "pull_request:63547|pull_request:66457", "pull_request:66673|pull_request:67155", "pull_request:53528|pull_request:54032", "pull_request:65398|pull_request:66110", "pull_request:65006|pull_request:67304" ], "prepared_review_unit_hash": "4b2b62917770754200f6175fee7fe46408e218fe33f6d77130e71abd4344095a", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 42857, "estimated_input_tokens": 10715, "estimated_eval_tokens": 21686 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the soft-similarity pairs share occasional surface words or broad subsystems, but each PR targets a different bug or feature. None of the candidate pairs look like true duplicates or mergeable into a single PR.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR fits: the set spans unrelated changes in cron, agents, gateway/logging, plugins, UI, and docs, with no pair fixing the same concrete code-path problem.", "best_issue_reason": null, "best_pr_reason": "No global best PR: there is no dominant or representative duplicate here, just multiple independent PRs with superficial topical overlap.", "soft_edge_verdicts": [ { "left": "pull_request:66233", "right": "pull_request:66305", "accept": false, "reason": "Provider-hooked incomplete-turn recovery and model-catalog empty-result caching are separate code paths with different goals and filenames; not the same bug." }, { "left": "pull_request:63521", "right": "pull_request:65016", "accept": false, "reason": "Both involve text stripping, but one fixes streaming messages with unclosed [[ directives and the other fixes cron announce no-reply handling; distinct flows and fixes." }, { "left": "pull_request:66305", "right": "pull_request:66939", "accept": false, "reason": "Empty catalog caching versus Telegram preview duplication after compaction retry are unrelated problems in different subsystems." }, { "left": "pull_request:63596", "right": "pull_request:63629", "accept": false, "reason": "Outbound send semantics and doctor state-integrity checks are different features; shared gateway/session-related tests do not indicate the same underlying bug." }, { "left": "pull_request:63629", "right": "pull_request:67326", "accept": false, "reason": "Ambiguous session isolation warnings and image runtime headers touch different commands and code paths; no concrete duplication." }, { "left": "pull_request:63547", "right": "pull_request:66457", "accept": false, "reason": "Tool-policy logging and log-file rotation are both logging-adjacent, but they solve unrelated issues in different layers of the system." }, { "left": "pull_request:66673", "right": "pull_request:67155", "accept": false, "reason": "A memory-core remHarness probe and a UI sessions hide-system toggle are separate features with no shared fix target." }, { "left": "pull_request:53528", "right": "pull_request:54032", "accept": false, "reason": "Cron store watching and himalaya command/docs argument-order corrections are unrelated; one is runtime behavior, the other documentation/UI semantics." }, { "left": "pull_request:65398", "right": "pull_request:66110", "accept": false, "reason": "Feishu groupPolicy registration fixes and root log-file overrides are unrelated changes across different extensions and infrastructure." }, { "left": "pull_request:65006", "right": "pull_request:67304", "accept": false, "reason": "Context-injection disabling for bootstrap file loading and jiti fsCache configuration are distinct configuration mechanisms with different effects and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 32, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63629", "pull_request:64124", "pull_request:64403", "pull_request:64623", "pull_request:65692", "pull_request:65855", "pull_request:66007", "pull_request:66110", "pull_request:66111", "pull_request:66221", "pull_request:66385", "pull_request:66547", "pull_request:66808", "pull_request:66824", "pull_request:67156", "pull_request:67326", "pull_request:67443", "pull_request:67451" ], "soft_pairs": [ "pull_request:64623|pull_request:65855", "pull_request:66385|pull_request:67156", "pull_request:64124|pull_request:66221", "pull_request:63629|pull_request:67451", "pull_request:63629|pull_request:66808", "pull_request:66221|pull_request:66824", "pull_request:66007|pull_request:67326", "pull_request:66808|pull_request:67326", "pull_request:66110|pull_request:67443", "pull_request:66111|pull_request:66547", "pull_request:64403|pull_request:65692" ], "prepared_review_unit_hash": "286822b16dae6ac9b8d8449b81089404d528f2ade3f2c34ea5d0058c6ef0e496", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 41858, "estimated_input_tokens": 10465, "estimated_eval_tokens": 21186 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft pairs look like false positives: the PRs share only broad thematic similarity (repo chores, docs, auth, plugins, WhatsApp, logging, etc.) but not the same concrete bug or code path. No duplicate cluster emerges.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:64623", "right": "pull_request:65855", "accept": false, "reason": "Unrelated changes: npm package manifest inclusion for qa/scenarios vs labeler/contract guardrails for qqbot and synology-chat." }, { "left": "pull_request:66385", "right": "pull_request:67156", "accept": false, "reason": "Different features: allowExternalSkillsIn config vs adding YAML frontmatter to the canvas skill doc." }, { "left": "pull_request:64124", "right": "pull_request:66221", "accept": false, "reason": "Different code paths: boundary-file-read ENOENT/path-escape handling vs refactoring WhatsApp plugin assembly surface." }, { "left": "pull_request:63629", "right": "pull_request:67451", "accept": false, "reason": "Ambiguous session isolation warnings vs WhatsApp target normalization; no shared concrete bug." }, { "left": "pull_request:63629", "right": "pull_request:66808", "accept": false, "reason": "Session isolation/doctor warnings vs ZeroEntropy embeddings support; unrelated areas." }, { "left": "pull_request:66221", "right": "pull_request:66824", "accept": false, "reason": "WhatsApp plugin assembly refactor vs command auth seam extraction; different subsystems and fixes." }, { "left": "pull_request:66007", "right": "pull_request:67326", "accept": false, "reason": "SecretRef support for Exa web search key vs image runtime headers; distinct features and code paths." }, { "left": "pull_request:66808", "right": "pull_request:67326", "accept": false, "reason": "ZeroEntropy embeddings provider support vs image runtime headers; no common underlying change." }, { "left": "pull_request:66110", "right": "pull_request:67443", "accept": false, "reason": "Root log-file overrides vs shared model-resolution defaults; unrelated functionality." }, { "left": "pull_request:66111", "right": "pull_request:66547", "accept": false, "reason": "Recognize /trace directives vs reply threading semantics; separate reply behaviors and implementations." }, { "left": "pull_request:64403", "right": "pull_request:65692", "accept": false, "reason": "CLI metadata preference for lazy primary commands vs tool-result microcompression; different plugin/CLI vs pruning logic." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 33, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53528", "pull_request:63547", "pull_request:64109", "pull_request:64124", "pull_request:64301", "pull_request:64403", "pull_request:64719", "pull_request:65609", "pull_request:65736", "pull_request:66110", "pull_request:66364", "pull_request:66918", "pull_request:66976", "pull_request:67268", "pull_request:67276", "pull_request:67304", "pull_request:67451" ], "soft_pairs": [ "pull_request:63547|pull_request:64719", "pull_request:66110|pull_request:67268", "pull_request:64109|pull_request:66976", "pull_request:63547|pull_request:67276", "pull_request:64124|pull_request:65736", "pull_request:64124|pull_request:66364", "pull_request:64301|pull_request:67451", "pull_request:66918|pull_request:67276", "pull_request:64403|pull_request:65609", "pull_request:53528|pull_request:67304" ], "prepared_review_unit_hash": "280388b33235ce381024bb57267146f3957264f0e81b2d584abca3405db0f663", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 39086, "estimated_input_tokens": 9772, "estimated_eval_tokens": 19800 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a loose collection of unrelated PRs across gateway policy logging, logging/config overrides, WhatsApp, exec approvals, plugin loading, and various test/infra fixes. None of the soft-edge pairs look like the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "PR 64124 is the strongest standalone representative: it fixes a concrete shared infra code path (boundary-file-open failure handling) with a clear behavioral distinction and targeted tests, without being mostly test-only or metadata-only work.", "best_issue_reason": null, "best_pr_reason": "PR 64124 is the best standalone PR in this set because it addresses a specific production-facing bug in a shared loader/helper path and has a tight, understandable scope.", "soft_edge_verdicts": [ { "left": "pull_request:63547", "right": "pull_request:64719", "accept": false, "reason": "Both touch agents/tool policy code, but one logs matched policy rules while the other blocks dangerous tools for auto-reply. Different behavior, different bug." }, { "left": "pull_request:66110", "right": "pull_request:67268", "accept": false, "reason": "One is about root log-file overrides, the other about clearing recovered auto-fallback session overrides. No shared underlying fix." }, { "left": "pull_request:64109", "right": "pull_request:66976", "accept": false, "reason": "These are unrelated: QA discovery-cache install crash vs WhatsApp Baileys install-blocker cleanup." }, { "left": "pull_request:63547", "right": "pull_request:67276", "accept": false, "reason": "Tool-policy logging and edit-mismatch warning text are separate code paths and separate user problems." }, { "left": "pull_request:64124", "right": "pull_request:65736", "accept": false, "reason": "Boundary-file-read error handling and exec-approvals path resolution are different infra concerns with no shared concrete bug." }, { "left": "pull_request:64124", "right": "pull_request:66364", "accept": false, "reason": "Shared broad build/runtime infrastructure, but one is boundary-file-read semantics and the other is shipping a sidecar artifact; not the same change." }, { "left": "pull_request:64301", "right": "pull_request:67451", "accept": false, "reason": "Both are normalization fixes, but they apply to different domains and code paths: malformed LLM tool names vs WhatsApp target normalization." }, { "left": "pull_request:66918", "right": "pull_request:67276", "accept": false, "reason": "Stale exec approval clicks and edit mismatch guidance are unrelated product behaviors." }, { "left": "pull_request:64403", "right": "pull_request:65609", "accept": false, "reason": "One changes plugin CLI metadata selection logic; the other is a test-only unblock for CI regressions. Not the same underlying bug." }, { "left": "pull_request:53528", "right": "pull_request:67304", "accept": false, "reason": "Cron store watching and jiti fsCache configuration are separate caching/runtime fixes with no common code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 34, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63745", "pull_request:64355", "pull_request:64527", "pull_request:64907", "pull_request:65205", "pull_request:65609", "pull_request:66098", "pull_request:66337", "pull_request:66447", "pull_request:66808", "pull_request:66824", "pull_request:67007", "pull_request:67063", "pull_request:67080", "pull_request:67155", "pull_request:67208", "pull_request:67443" ], "soft_pairs": [ "pull_request:65205|pull_request:66824", "pull_request:66098|pull_request:67155", "pull_request:67080|pull_request:67443", "pull_request:66337|pull_request:67443", "pull_request:64355|pull_request:66808", "pull_request:64527|pull_request:67208", "pull_request:66808|pull_request:67007", "pull_request:64907|pull_request:66447", "pull_request:66808|pull_request:67063", "pull_request:63745|pull_request:65609" ], "prepared_review_unit_hash": "47d04958347da02849e751c37fcb2bcbde22a4e012123794ecac966802dedf4b", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 43583, "estimated_input_tokens": 10896, "estimated_eval_tokens": 22048 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These PRs are a heterogeneous mix of unrelated features and fixes across gateway, plugins, UI, docs, and extensions. None of the soft pairs look like the same underlying change, so I would not collapse any of them as duplicates.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "PR #67080 is the strongest single representative of the set because it is a substantive core-system change with broad impact on plugin activation and gateway route loading, but it should still be treated as distinct from the other PRs rather than a duplicate cluster.", "best_issue_reason": null, "best_pr_reason": "PR #67080 is the best overall representative only in the sense that it is the broadest and most infrastructure-centric change in this batch; it is not a duplicate of the others, but it is more central than the feature-specific or test-only PRs.", "soft_edge_verdicts": [ { "left": "pull_request:65205", "right": "pull_request:66824", "accept": false, "reason": "Different problems: Discord Activities support versus command-auth plumbing for channel-resolved authorization. They touch different subsystems and would not be merged into one PR." }, { "left": "pull_request:66098", "right": "pull_request:67155", "accept": false, "reason": "Both affect the chat UI, but one fixes effective chat defaults while the other adds a hide-system toggle for sessions. Related area, not the same bug or change." }, { "left": "pull_request:67080", "right": "pull_request:67443", "accept": false, "reason": "Unrelated changes: plugin route-loading optimization versus shared model-resolution defaults for status/context. Different code paths and goals." }, { "left": "pull_request:66337", "right": "pull_request:67443", "accept": false, "reason": "Startup model warmup using provider runtime hooks is a separate gateway startup behavior from status/model resolution sharing. Not the same issue." }, { "left": "pull_request:64355", "right": "pull_request:66808", "accept": false, "reason": "Campfire channel integration and ZeroEntropy embeddings are entirely different feature additions with no shared underlying bug." }, { "left": "pull_request:64527", "right": "pull_request:67208", "accept": false, "reason": "Gateway close-frame pairing reasons and memory-wiki bridge import routing are unrelated fixes in different flows." }, { "left": "pull_request:66808", "right": "pull_request:67007", "accept": false, "reason": "ZeroEntropy embeddings versus onboarding/link formatting hardening are separate concerns; overlap is only at the level of general docs/tests cleanup." }, { "left": "pull_request:64907", "right": "pull_request:66447", "accept": false, "reason": "Both involve agent/plugin plumbing, but one adds a canonical tool-result hook while the other changes replay synthetic tool-repair behavior. Different concrete code-path problems." }, { "left": "pull_request:63745", "right": "pull_request:65609", "accept": false, "reason": "Timeout configuration centralization and CI-regression test unblocking are not the same underlying fix, even though both touch test/runtime scaffolding." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 35, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53681", "pull_request:62846", "pull_request:62895", "pull_request:63521", "pull_request:63633", "pull_request:64548", "pull_request:64736", "pull_request:64907", "pull_request:65575", "pull_request:65644", "pull_request:65655", "pull_request:66007", "pull_request:66160", "pull_request:66233", "pull_request:66305", "pull_request:66808", "pull_request:67304" ], "soft_pairs": [ "pull_request:63521|pull_request:65575", "pull_request:66007|pull_request:66808", "pull_request:62846|pull_request:62895", "pull_request:64548|pull_request:67304", "pull_request:65644|pull_request:65655", "pull_request:53681|pull_request:67304", "pull_request:64907|pull_request:66233", "pull_request:63633|pull_request:66160", "pull_request:64736|pull_request:66305" ], "prepared_review_unit_hash": "59bb64837a06100232e043b7bfc1ef2f03b001a6c87f705f5a357250c35e08b9", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 40378, "estimated_input_tokens": 10095, "estimated_eval_tokens": 20446 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft pairs are false positives: they share broad subsystems at most, but each pair targets a different bug or feature change. No duplicate PR cluster emerges from this set.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "64907 is the broadest platform-level PR in the set (plugin SDK hook plumbing plus docs/runtime changes), so it is the best single representative if one must be named, though it is not a duplicate of the others.", "best_issue_reason": null, "best_pr_reason": "64907 is the most central standalone change among otherwise unrelated PRs, but it should not be treated as a duplicate anchor.", "soft_edge_verdicts": [ { "left": "pull_request:63521", "right": "pull_request:65575", "accept": false, "reason": "Different problems: one fixes unclosed [[ streaming directives in message handling, the other pauses chat announcements via aria-live during streaming." }, { "left": "pull_request:66007", "right": "pull_request:66808", "accept": false, "reason": "Different features in different domains: Exa web-search secretRef support vs ZeroEntropy embeddings support." }, { "left": "pull_request:62846", "right": "pull_request:62895", "accept": false, "reason": "Unrelated fixes: runtime registration of speech providers vs preserving config context for memory search status output." }, { "left": "pull_request:64548", "right": "pull_request:67304", "accept": false, "reason": "No same underlying bug: WhatsApp heartbeat target normalization vs adding a JITI fsCache env var for plugin loading." }, { "left": "pull_request:65644", "right": "pull_request:65655", "accept": false, "reason": "Different code paths and goals: Podman env-file guidance hardening vs Mattermost slash callback auth hardening." }, { "left": "pull_request:53681", "right": "pull_request:67304", "accept": false, "reason": "Completely different changes: video generation/image parameter infrastructure vs plugin loader cache configuration." }, { "left": "pull_request:64907", "right": "pull_request:66233", "accept": false, "reason": "Both touch plugin SDK hooks, but they implement different hooks for different behaviors; not the same concrete change." }, { "left": "pull_request:63633", "right": "pull_request:66160", "accept": false, "reason": "Different fixes: proxy support via Socks5ProxyAgent vs honoring --custom-base-url in LiteLLM onboarding." }, { "left": "pull_request:64736", "right": "pull_request:66305", "accept": false, "reason": "Different issues: runtime slash-command catalog loading for autocomplete vs briefly caching empty model-catalog results." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 36, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63406", "pull_request:63636", "pull_request:64066", "pull_request:64123", "pull_request:64335", "pull_request:64703", "pull_request:64736", "pull_request:64811", "pull_request:65003", "pull_request:65800", "pull_request:65957", "pull_request:66081", "pull_request:66098", "pull_request:66110", "pull_request:66547", "pull_request:66819", "pull_request:67328" ], "soft_pairs": [ "pull_request:65957|pull_request:66098", "pull_request:64335|pull_request:66110", "pull_request:66081|pull_request:66819", "pull_request:64703|pull_request:67328", "pull_request:63406|pull_request:65957", "pull_request:64123|pull_request:66547", "pull_request:64066|pull_request:64811", "pull_request:63636|pull_request:65003", "pull_request:64736|pull_request:65800" ], "prepared_review_unit_hash": "03cd5d9826bdc577d922dd25b97bec43ce78818eeaf69c30fad8c27c450909fa", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 41286, "estimated_input_tokens": 10322, "estimated_eval_tokens": 20900 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a mixed set of unrelated PRs across gateway restart handling, compaction, channel plugins, CLI parsing, UI autocomplete, logging, and config/schema fixes. None of the soft pairs look like the same underlying bug or change, so I would not merge any of them as duplicates.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "No single PR is a safe canonical: the cluster is heterogeneous and the only filename overlap is superficial, not evidence of the same fix.", "soft_edge_verdicts": [ { "left": "pull_request:65957", "right": "pull_request:66098", "accept": false, "reason": "Both involve session/chat-related plumbing, but one fixes heartbeat relay context and the other chat defaults in the web UI; different code paths and user-facing bugs." }, { "left": "pull_request:64335", "right": "pull_request:66110", "accept": false, "reason": "Unrelated changes: ZAI API key rotation versus logging overrides. Same release train, but not the same bug or change." }, { "left": "pull_request:66081", "right": "pull_request:66819", "accept": false, "reason": "Both touch cli-output parsing, but one handles Codex jsonl message artifacts and the other unwraps nested Claude JSON; backend-specific parser fixes, not one duplicate bug." }, { "left": "pull_request:64703", "right": "pull_request:67328", "accept": false, "reason": "Scientific-notation parsing in config values is unrelated to the meta.lastTouchedAt schema/validation issue." }, { "left": "pull_request:63406", "right": "pull_request:65957", "accept": false, "reason": "Restart continuation preservation and heartbeat relay-context preservation are different lifecycle problems in different subsystems." }, { "left": "pull_request:64123", "right": "pull_request:66547", "accept": false, "reason": "Browser snapshot fallback behavior and reply threading semantics are unrelated; shared pattern of small logic fixes is not enough." }, { "left": "pull_request:64066", "right": "pull_request:64811", "accept": false, "reason": "Both add channel-related plugins, but Roam and Bluesky are separate integrations with distinct behaviors and implementations." }, { "left": "pull_request:63636", "right": "pull_request:65003", "accept": false, "reason": "Both harden malformed state handling, but token estimation and persisted cron job state are unrelated code paths." }, { "left": "pull_request:64736", "right": "pull_request:65800", "accept": false, "reason": "Both load runtime catalogs, but slash autocomplete and wiki commands are separate features with different mechanisms and failure modes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 37, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62489", "pull_request:62846", "pull_request:64066", "pull_request:64109", "pull_request:64301", "pull_request:64328", "pull_request:64650", "pull_request:64657", "pull_request:64868", "pull_request:65398", "pull_request:65800", "pull_request:66041", "pull_request:66321", "pull_request:66329", "pull_request:66364", "pull_request:66525", "pull_request:67080", "pull_request:67326" ], "soft_pairs": [ "pull_request:62846|pull_request:67080", "pull_request:64109|pull_request:66364", "pull_request:62846|pull_request:65800", "pull_request:62489|pull_request:64066", "pull_request:66321|pull_request:66329", "pull_request:64328|pull_request:66041", "pull_request:67080|pull_request:67326", "pull_request:64868|pull_request:65398", "pull_request:64301|pull_request:66525", "pull_request:64650|pull_request:64657" ], "prepared_review_unit_hash": "274635c5fd53a2e5081085e188cc657141bc2818ea5002f9fef7a135069e0090", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41258, "estimated_input_tokens": 10315, "estimated_eval_tokens": 20886 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a mixed bag of unrelated feature/fix PRs across channels, plugins, build/release, guardrails, and agent tooling. I don\u2019t see any soft-edge pair that looks like the same underlying change, so none should be deduplicated.", "confidence": 0.16, "canonical_issue_reason": null, "canonical_pr_reason": "PR 64868 is the strongest representative pick: it\u2019s a broad, self-contained core feature with runtime, config, docs, and test coverage, whereas the other PRs are narrower point fixes or unrelated extension additions.", "best_issue_reason": null, "best_pr_reason": "PR 64868 is the best single PR to surface from this cluster because it has the clearest end-to-end implementation footprint and the most substantive cross-cutting behavior change.", "soft_edge_verdicts": [ { "left": "pull_request:62846", "right": "pull_request:67080", "accept": false, "reason": "Unrelated: speech-provider defaults vs plugin route-load narrowing; different subsystems and different concrete problems." }, { "left": "pull_request:64109", "right": "pull_request:66364", "accept": false, "reason": "Unrelated: QA cache install crash vs shipping a runtime sidecar; no shared code-path or duplicate bug." }, { "left": "pull_request:62846", "right": "pull_request:65800", "accept": false, "reason": "Both touch plugins, but one is about speech-provider registration and the other is a wiki/runtime-plugin command-loading fix; not the same change." }, { "left": "pull_request:62489", "right": "pull_request:64066", "accept": false, "reason": "Both are channel extensions, but for different platforms and features; not a shared underlying bug or mergeable duplicate." }, { "left": "pull_request:66321", "right": "pull_request:66329", "accept": false, "reason": "Different domains: macOS health-state handling vs skill/config recognition for Discord accounts." }, { "left": "pull_request:64328", "right": "pull_request:66041", "accept": false, "reason": "Both are chat-channel fixes, but one changes QQBot media typing for voice and the other changes Telegram ack-reaction behavior; separate code paths." }, { "left": "pull_request:67080", "right": "pull_request:67326", "accept": false, "reason": "Unrelated: plugin route activation planning vs media-understanding request headers." }, { "left": "pull_request:64868", "right": "pull_request:65398", "accept": false, "reason": "Different features in different areas: guardrails pre-tool authorization vs Feishu config promotion/registration fixes." }, { "left": "pull_request:64301", "right": "pull_request:66525", "accept": false, "reason": "Tool-name normalization for malformed LLM output is unrelated to adding an OpenCode integration plugin." }, { "left": "pull_request:64650", "right": "pull_request:64657", "accept": false, "reason": "Both are messaging-channel behavior changes, but Telegram topic-prompt inheritance and Slack thread routing solve different problems in different code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 38, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53850", "pull_request:63636", "pull_request:64301", "pull_request:64344", "pull_request:64403", "pull_request:64650", "pull_request:64736", "pull_request:65006", "pull_request:65833", "pull_request:65957", "pull_request:65979", "pull_request:66081", "pull_request:66110", "pull_request:66233", "pull_request:66413", "pull_request:66537", "pull_request:66543", "pull_request:66960" ], "soft_pairs": [ "pull_request:63636|pull_request:66233", "pull_request:64650|pull_request:66110", "pull_request:53850|pull_request:65006", "pull_request:65957|pull_request:66081", "pull_request:66081|pull_request:66537", "pull_request:64344|pull_request:65833", "pull_request:65979|pull_request:66543", "pull_request:64403|pull_request:64736", "pull_request:64301|pull_request:66960", "pull_request:66110|pull_request:66413" ], "prepared_review_unit_hash": "2548f5d2f66589dc52d6f74b291d71e78ee7bdc4809887e33a84d3e815a4452f", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41876, "estimated_input_tokens": 10469, "estimated_eval_tokens": 21194 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the PRs share broad \u201cfix/feat\u201d wording and occasional subsystem overlap, but they address distinct code paths and user-visible issues. None of the soft pairs looks like the same underlying change, so I would not collapse any of them together.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No safe canonical PR: the items span unrelated fixes across agents, CLI, secrets, Telegram, logging, cron, UI, plugins, and dependency bumps, with no single underlying bug/change tying them together.", "best_issue_reason": null, "best_pr_reason": "No global best PR; the cluster is too diverse for one PR to represent it without creating false duplicate merges.", "soft_edge_verdicts": [ { "left": "pull_request:63636", "right": "pull_request:66233", "accept": false, "reason": "Both touch embedded-runner/compaction areas, but one guards malformed token estimation while the other moves incomplete-turn recovery behind provider hooks; different bugs and different code paths." }, { "left": "pull_request:64650", "right": "pull_request:66110", "accept": false, "reason": "Telegram channel/topic prompt inheritance and root log-file overrides are unrelated features in different subsystems." }, { "left": "pull_request:53850", "right": "pull_request:65006", "accept": false, "reason": "Status display of per-agent thinking defaults is unrelated to adding a contextInjection mode that disables bootstrap file injection." }, { "left": "pull_request:65957", "right": "pull_request:66081", "accept": false, "reason": "Heartbeat relay context preservation and Codex CLI output-last-message parsing are different behaviors with no shared failing code path." }, { "left": "pull_request:66081", "right": "pull_request:66537", "accept": false, "reason": "Both mention final-answer/output handling, but one parses Codex CLI JSONL artifacts while the other fixes embedded runner incomplete-turn loss; not the same change." }, { "left": "pull_request:64344", "right": "pull_request:65833", "accept": false, "reason": "Both are secrets-related, but one distinguishes ${ENV_VAR} values in audits while the other adds a specific Exa SecretRef target; separate changes." }, { "left": "pull_request:65979", "right": "pull_request:66543", "accept": false, "reason": "Cron missing-state normalization and cron model-ID whitespace cleanup are distinct normalization bugs affecting different fields." }, { "left": "pull_request:64403", "right": "pull_request:64736", "accept": false, "reason": "Plugin CLI metadata preference and runtime slash-autocomplete loading are related only at a broad UI/CLI level, not the same concrete bug or mergeable fix." }, { "left": "pull_request:64301", "right": "pull_request:66960", "accept": false, "reason": "Malformed tool-name normalization is unrelated to a dependency lockfile bump and package override updates." }, { "left": "pull_request:66110", "right": "pull_request:66413", "accept": false, "reason": "Root log-file override support and extracting the last non-empty stdout line for exec secret refs are unrelated fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 39, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53312", "pull_request:53865", "pull_request:64124", "pull_request:64301", "pull_request:64650", "pull_request:64720", "pull_request:64842", "pull_request:65609", "pull_request:65700", "pull_request:66337", "pull_request:66395", "pull_request:66425", "pull_request:66808", "pull_request:66918", "pull_request:67080", "pull_request:67095", "pull_request:67447", "pull_request:67583" ], "soft_pairs": [ "pull_request:64301|pull_request:67583", "pull_request:53312|pull_request:53865", "pull_request:66337|pull_request:67080", "pull_request:64842|pull_request:66395", "pull_request:66425|pull_request:67095", "pull_request:64650|pull_request:64720", "pull_request:66808|pull_request:67095", "pull_request:65609|pull_request:67447", "pull_request:65609|pull_request:65700", "pull_request:64124|pull_request:66918" ], "prepared_review_unit_hash": "496a4b758c2bb3a14dc35ec7f3762efb549222c0904008cc6dab1a77b52c6b2c", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 44353, "estimated_input_tokens": 11089, "estimated_eval_tokens": 22434 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: bundled provider/plugin additions, unrelated infra/runtime fixes, and separate Telegram/WhatsApp/Discord/TUI/security changes. None of the soft-edge pairs look like the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No strong canonical PR: the items do not form a true duplicate set, and the soft-edge candidates span unrelated code paths and features.", "best_issue_reason": null, "best_pr_reason": "No single PR is globally best for the cluster; if forced, the broadest platform change is 67080, but it is not representative of the unrelated provider, chat, and test-only PRs here.", "soft_edge_verdicts": [ { "left": "pull_request:64301", "right": "pull_request:67583", "accept": false, "reason": "Tool-name normalization for malformed LLM output is unrelated to the Yuanbao plugin implementation." }, { "left": "pull_request:53312", "right": "pull_request:53865", "accept": false, "reason": "Both add provider plugins, but for different providers and different code paths; not the same bug/change." }, { "left": "pull_request:66337", "right": "pull_request:67080", "accept": false, "reason": "Startup warmup/provider hooks is unrelated to narrowing gateway route loads from manifests." }, { "left": "pull_request:64842", "right": "pull_request:66395", "accept": false, "reason": "TUI streaming-status cleanup and Slack gateway-crash handling affect different subsystems and symptoms." }, { "left": "pull_request:66425", "right": "pull_request:67095", "accept": false, "reason": "Separate provider additions (AstraFlow vs Qiniu), not one concrete fix." }, { "left": "pull_request:64650", "right": "pull_request:64720", "accept": false, "reason": "Telegram channel-level topic prompt inheritance is unrelated to external content protection in auto-reply bodies." }, { "left": "pull_request:66808", "right": "pull_request:67095", "accept": false, "reason": "ZeroEntropy embeddings work and Qiniu provider support are unrelated features." }, { "left": "pull_request:65609", "right": "pull_request:67447", "accept": false, "reason": "Shared CI regression test adjustments are not the same change as agents default context-injection behavior." }, { "left": "pull_request:65609", "right": "pull_request:65700", "accept": false, "reason": "Test unblocking changes are unrelated to WhatsApp inbound policy resolution." }, { "left": "pull_request:64124", "right": "pull_request:66918", "accept": false, "reason": "Boundary-file-read error reporting and Discord stale approval clicks are different bug fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 40, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53369", "pull_request:62846", "pull_request:63615", "pull_request:63636", "pull_request:64650", "pull_request:65800", "pull_request:66063", "pull_request:66067", "pull_request:66098", "pull_request:66156", "pull_request:66169", "pull_request:66537", "pull_request:66543", "pull_request:66910", "pull_request:67095", "pull_request:67290", "pull_request:67326", "pull_request:67569" ], "soft_pairs": [ "pull_request:64650|pull_request:66910", "pull_request:53369|pull_request:63615", "pull_request:66156|pull_request:66169", "pull_request:66098|pull_request:67290", "pull_request:63636|pull_request:66537", "pull_request:65800|pull_request:67569", "pull_request:66063|pull_request:66543", "pull_request:62846|pull_request:67569", "pull_request:66067|pull_request:66098", "pull_request:67095|pull_request:67326" ], "prepared_review_unit_hash": "df17ea39dbb2204cdc2c96cdd3c96c7f1f21b53f272a656ab1ad41371cd0a2ea", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41172, "estimated_input_tokens": 10293, "estimated_eval_tokens": 20842 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a set of mostly unrelated open pull requests across WhatsApp, Telegram, cron, TUI, gateway, hooks, media understanding, Qiniu, and iMessage. The soft-similarity pairs share broad keywords or a file/path, but they do not appear to fix the same concrete bug or implement mergeable variants of the same change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No true duplicate PR stands out. If a single representative is needed, #66543 is the cleanest narrow bug fix with an explicit issue link and a self-contained normalization change.", "best_issue_reason": null, "best_pr_reason": "#66543 is the best representative PR: it is focused, has a clear user-visible bug, an explicit issue target, and a small diff. The other PRs are either broader feature work or more mixed in scope.", "soft_edge_verdicts": [ { "left": "pull_request:64650", "right": "pull_request:66910", "accept": false, "reason": "Telegram topic-prompt handling and inbound-media hook exposure are unrelated changes in different subsystems." }, { "left": "pull_request:53369", "right": "pull_request:63615", "accept": false, "reason": "Both touch WhatsApp monitor.ts, but one adds native mentions in group replies while the other logs sender/reply context; different behavior and code paths." }, { "left": "pull_request:66156", "right": "pull_request:66169", "accept": false, "reason": "Exec completion history leak and iMessage echo-prefix normalization are separate bugs with no shared fix path." }, { "left": "pull_request:66098", "right": "pull_request:67290", "accept": false, "reason": "Web UI chat defaults and duplicate usage-page header removal are unrelated UI fixes." }, { "left": "pull_request:63636", "right": "pull_request:66537", "accept": false, "reason": "Compaction token-estimation guards and silent final-answer loss are distinct agent-runner problems." }, { "left": "pull_request:65800", "right": "pull_request:67569", "accept": false, "reason": "Loading runtime plugins for wiki commands is unrelated to populating the gateway model context-window cache." }, { "left": "pull_request:66063", "right": "pull_request:66543", "accept": false, "reason": "Cron restart state-guarding and cron model-ID whitespace normalization are different bugs in different parts of cron handling." }, { "left": "pull_request:62846", "right": "pull_request:67569", "accept": false, "reason": "Adding default enablement for speech-provider plugins is unrelated to model-catalog cache population." }, { "left": "pull_request:66067", "right": "pull_request:66098", "accept": false, "reason": "TUI thinking-fragment spacing and web UI chat-default selection are not the same underlying change." }, { "left": "pull_request:67095", "right": "pull_request:67326", "accept": false, "reason": "Qiniu provider support and image runtime header propagation are separate feature/fix efforts with no shared concrete code-path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 41, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53360", "pull_request:53850", "pull_request:62895", "pull_request:64403", "pull_request:64558", "pull_request:65622", "pull_request:65632", "pull_request:65800", "pull_request:65856", "pull_request:65957", "pull_request:66081", "pull_request:66233", "pull_request:66277", "pull_request:66447", "pull_request:66547", "pull_request:66910", "pull_request:67360" ], "soft_pairs": [ "pull_request:66233|pull_request:66447", "pull_request:65800|pull_request:65856", "pull_request:53360|pull_request:53850", "pull_request:66277|pull_request:66547", "pull_request:65622|pull_request:65957", "pull_request:64558|pull_request:66081", "pull_request:62895|pull_request:64403", "pull_request:65800|pull_request:66277", "pull_request:65632|pull_request:66910", "pull_request:53360|pull_request:67360" ], "prepared_review_unit_hash": "2c1e31590f5d6fc4f5a7aa043b030ac57595fad3d2da518a50b25cc3dceaa096", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 37842, "estimated_input_tokens": 9461, "estimated_eval_tokens": 19178 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a collection of unrelated pull requests that only share superficial topical overlap. None of the soft-edge pairs look like the same underlying bug or change, so all candidate duplicate links should be rejected.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:66233", "right": "pull_request:66447", "accept": false, "reason": "Both mention replay/recovery-related changelog text, but they fix different concrete paths: provider-hooked incomplete-turn recovery vs transcript replay synthetic tool-repair aliases." }, { "left": "pull_request:65800", "right": "pull_request:65856", "accept": false, "reason": "One is about loading runtime plugins for wiki/CLI commands; the other only sets onboarding scopes for image-generation providers. Different features and code paths." }, { "left": "pull_request:53360", "right": "pull_request:53850", "accept": false, "reason": "These are unrelated: an Ubuntu/Docker helper script plus token env var work versus a status-display fix for per-agent thinking defaults." }, { "left": "pull_request:66277", "right": "pull_request:66547", "accept": false, "reason": "One guards broken bundled channel loads; the other changes reply threading semantics around replyToCurrent. No shared bug or mergeable common fix." }, { "left": "pull_request:65622", "right": "pull_request:65957", "accept": false, "reason": "Preflight compaction reevaluation and heartbeat lastTo preservation affect different subsystems and failure modes; they do not share a concrete code-path defect." }, { "left": "pull_request:64558", "right": "pull_request:66081", "accept": false, "reason": "Browser isolated-profile download preferences and Codex CLI output parsing are unrelated." }, { "left": "pull_request:62895", "right": "pull_request:64403", "accept": false, "reason": "Both touch plugin/status areas, but one preserves config context in memory-search status while the other prefers CLI metadata for lazy primary commands. Too broad to be the same bug." }, { "left": "pull_request:65800", "right": "pull_request:66277", "accept": false, "reason": "Both involve plugin loading, but one is about wiki commands loading runtime plugins and the other about guarding broken bundled channel loads. Different mechanisms and fixes." }, { "left": "pull_request:65632", "right": "pull_request:66910", "accept": false, "reason": "Discord stale-socket restart behavior and inbound media exposure on hooks are unrelated changes." }, { "left": "pull_request:53360", "right": "pull_request:67360", "accept": false, "reason": "A system update helper/token env var feature and a Telegram config read bug are clearly separate changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 42, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63636", "pull_request:64123", "pull_request:64335", "pull_request:64718", "pull_request:64842", "pull_request:65575", "pull_request:65637", "pull_request:65644", "pull_request:65979", "pull_request:66063", "pull_request:66526", "pull_request:66594", "pull_request:66918", "pull_request:67036", "pull_request:67095", "pull_request:67137", "pull_request:67268" ], "soft_pairs": [ "pull_request:65575|pull_request:67036", "pull_request:63636|pull_request:67137", "pull_request:65637|pull_request:65644", "pull_request:65979|pull_request:67268", "pull_request:66918|pull_request:67268", "pull_request:64335|pull_request:67268", "pull_request:64842|pull_request:66594", "pull_request:64123|pull_request:64718", "pull_request:66526|pull_request:67095", "pull_request:63636|pull_request:66063" ], "prepared_review_unit_hash": "fea8f19482d2bf6de71aa34ccacd0bcdb115ba57a9fa121f4617835f7c8f8fb2", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 39613, "estimated_input_tokens": 9904, "estimated_eval_tokens": 20064 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is heterogeneous: every soft pair touches a vaguely similar subsystem, but each PR fixes a different concrete bug or feature. No duplicate-equivalent pair was found.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:65575", "right": "pull_request:67036", "accept": false, "reason": "Both are chat UI fixes, but one controls aria-live during streaming while the other filters leaked transcript rows from history; different bugs and different merge scopes." }, { "left": "pull_request:63636", "right": "pull_request:67137", "accept": false, "reason": "Unrelated fixes: guarded token estimation for malformed assistant blocks vs trim/error handling for optional channel-selection input." }, { "left": "pull_request:65637", "right": "pull_request:65644", "accept": false, "reason": "Secret redaction in /config show is unrelated to Podman env sample guidance; different code paths and user problems." }, { "left": "pull_request:65979", "right": "pull_request:67268", "accept": false, "reason": "Cron persisted-state normalization is unrelated to auto-fallback override cleanup; different subsystems and behaviors." }, { "left": "pull_request:66918", "right": "pull_request:67268", "accept": false, "reason": "Discord stale approval clicks and auto-fallback override recovery are separate execution paths with no concrete overlap." }, { "left": "pull_request:64335", "right": "pull_request:67268", "accept": false, "reason": "Zai API key rotation on rate limit is unrelated to clearing recovered auto-fallback overrides." }, { "left": "pull_request:64842", "right": "pull_request:66594", "accept": false, "reason": "The first fixes stale streaming status in TUI; the second registers chat runs and enables warmup hooks in gateway startup. Different bugs and merge targets." }, { "left": "pull_request:64123", "right": "pull_request:64718", "accept": false, "reason": "Browser snapshot fallback behavior and auto-reply exec security defaults are different features in different modules." }, { "left": "pull_request:66526", "right": "pull_request:67095", "accept": false, "reason": "Separate provider additions (KlingAI vs Qiniu) with no shared underlying change." }, { "left": "pull_request:63636", "right": "pull_request:66063", "accept": false, "reason": "Compaction token estimation guard and cron startup missing-state handling are unrelated regressions." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 43, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62417", "pull_request:63418", "pull_request:64736", "pull_request:65016", "pull_request:65023", "pull_request:65632", "pull_request:65800", "pull_request:65947", "pull_request:65969", "pull_request:66081", "pull_request:66111", "pull_request:66168", "pull_request:66221", "pull_request:66277", "pull_request:66337", "pull_request:66547", "pull_request:67080", "pull_request:67095" ], "soft_pairs": [ "pull_request:65632|pull_request:66277", "pull_request:65800|pull_request:67080", "pull_request:62417|pull_request:66168", "pull_request:65947|pull_request:66081", "pull_request:63418|pull_request:64736", "pull_request:65800|pull_request:66221", "pull_request:65023|pull_request:67095", "pull_request:65800|pull_request:66337", "pull_request:65016|pull_request:66111", "pull_request:65800|pull_request:65969", "pull_request:65632|pull_request:66547" ], "prepared_review_unit_hash": "08c1cc10290e0977a3e8d0aa7e2ff18aadd52acfbbe40c3a8e6d08bfc753bc75", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 44810, "estimated_input_tokens": 11203, "estimated_eval_tokens": 22662 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft edges are false positives; the pairs share only broad topical similarity and do not look like the same concrete bug or change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: these artifacts span unrelated features and fixes across gateway, UI, providers, reply plumbing, and channel-specific code paths.", "best_issue_reason": null, "best_pr_reason": "If a representative is needed, pull_request:66168 is the broadest gateway/platform change, but it still is not a duplicate of the other PRs.", "soft_edge_verdicts": [ { "left": "pull_request:65632", "right": "pull_request:66277", "accept": false, "reason": "Discord stale-socket health restarts and bundled channel load guards are different bugs in different subsystems." }, { "left": "pull_request:65800", "right": "pull_request:67080", "accept": false, "reason": "Wiki command plugin loading and manifest-driven gateway route narrowing are unrelated code paths." }, { "left": "pull_request:62417", "right": "pull_request:66168", "accept": false, "reason": "Workspace file-management RPCs and MCP Apps resources/tools are both gateway extensions, but they implement different APIs and behaviors." }, { "left": "pull_request:65947", "right": "pull_request:66081", "accept": false, "reason": "Synthetic auth materialization in a provider catalog and Codex CLI output parsing are separate concerns." }, { "left": "pull_request:63418", "right": "pull_request:64736", "accept": false, "reason": "Session-settings defaults and slash-autocomplete command catalog loading are distinct UI features." }, { "left": "pull_request:65800", "right": "pull_request:66221", "accept": false, "reason": "Wiki command loading and WhatsApp plugin assembly centralization are unrelated changes." }, { "left": "pull_request:65023", "right": "pull_request:67095", "accept": false, "reason": "Google GenAI provider unification and Qiniu provider support are different provider integrations, not the same fix." }, { "left": "pull_request:65800", "right": "pull_request:66337", "accept": false, "reason": "Runtime plugin loading for wiki commands and gateway startup warmup behavior do not target the same issue." }, { "left": "pull_request:65016", "right": "pull_request:66111", "accept": false, "reason": "Cron no-reply token handling and /trace directive recognition are different reply-directive changes." }, { "left": "pull_request:65800", "right": "pull_request:65969", "accept": false, "reason": "Wiki command loading and QR runtime replacement are unrelated features." }, { "left": "pull_request:65632", "right": "pull_request:66547", "accept": false, "reason": "Discord stale-socket health logic and reply threading semantics are separate code paths and bugs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 44, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62895", "pull_request:63547", "pull_request:63633", "pull_request:64558", "pull_request:64782", "pull_request:64842", "pull_request:65006", "pull_request:65700", "pull_request:65856", "pull_request:66081", "pull_request:66111", "pull_request:66331", "pull_request:66537", "pull_request:66910", "pull_request:66966", "pull_request:67080", "pull_request:67443", "pull_request:67589" ], "soft_pairs": [ "pull_request:64782|pull_request:64842", "pull_request:63547|pull_request:64558", "pull_request:66081|pull_request:66910", "pull_request:63633|pull_request:66966", "pull_request:66111|pull_request:66537", "pull_request:65856|pull_request:66331", "pull_request:65700|pull_request:67080", "pull_request:62895|pull_request:67443", "pull_request:65006|pull_request:67589" ], "prepared_review_unit_hash": "0fb82212a27b2c1e5b2d74ecc46ffeb83d52462f0871924906ca897af940d336", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 42979, "estimated_input_tokens": 10745, "estimated_eval_tokens": 21746 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the soft pairs mostly share generic fix/test/changelog language or broad subsystem vocabulary, but they do not appear to address the same underlying bug or change. I would not consolidate any of these PRs together.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:64782", "right": "pull_request:64842", "accept": false, "reason": "Only the changelog mentions both; one imports Codex CLI chat history and the other clears stale TUI streaming state. Different code paths and user-facing bugs." }, { "left": "pull_request:63547", "right": "pull_request:64558", "accept": false, "reason": "Tool-policy logging and browser download-prefs healing are unrelated features in different subsystems." }, { "left": "pull_request:66081", "right": "pull_request:66910", "accept": false, "reason": "Codex CLI output parsing and inbound media hook exposure are separate changes with no shared concrete bug." }, { "left": "pull_request:63633", "right": "pull_request:66966", "accept": false, "reason": "Proxy-agent support in Telegram fetch and MCP streamable-http Accept header handling are unrelated transport fixes." }, { "left": "pull_request:66111", "right": "pull_request:66537", "accept": false, "reason": "Recognizing /trace directives and surfacing an error for aborted empty turns solve different reply-flow problems." }, { "left": "pull_request:65856", "right": "pull_request:66331", "accept": false, "reason": "Onboarding scope metadata for providers and per-agent TTS/STT overrides are unrelated config changes." }, { "left": "pull_request:65700", "right": "pull_request:67080", "accept": false, "reason": "WhatsApp inbound policy resolution and plugin manifest route loading are different domains and code paths." }, { "left": "pull_request:62895", "right": "pull_request:67443", "accept": false, "reason": "Preserving memory-search config context and sharing model resolution/activation defaults are not the same change." }, { "left": "pull_request:65006", "right": "pull_request:67589", "accept": false, "reason": "Context injection control for embedded runs and gateway reload timestamp filtering are unrelated fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 45, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63338", "pull_request:63656", "pull_request:65632", "pull_request:65800", "pull_request:65833", "pull_request:65856", "pull_request:66023", "pull_request:66098", "pull_request:66275", "pull_request:66329", "pull_request:66526", "pull_request:66715", "pull_request:66808", "pull_request:67080", "pull_request:67304", "pull_request:67569", "pull_request:67589" ], "soft_pairs": [ "pull_request:65833|pull_request:67080", "pull_request:65632|pull_request:65800", "pull_request:66275|pull_request:66715", "pull_request:63338|pull_request:66329", "pull_request:65856|pull_request:67569", "pull_request:66526|pull_request:66808", "pull_request:66098|pull_request:67569", "pull_request:67304|pull_request:67589", "pull_request:63656|pull_request:66023" ], "prepared_review_unit_hash": "06dce0110ebe27583b2f7cfa12a31bbb1451fa98f0260fd4de64818cb8692372", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 40126, "estimated_input_tokens": 10032, "estimated_eval_tokens": 20320 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is a loose bundle of unrelated PRs across plugins, CLI, gateway, and docs. The soft-paired items share only broad implementation/test patterns or subsystem vocabulary, not the same concrete bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "No single PR is a good canonical representative here: the items are not duplicates of one another, and the cluster spans many unrelated fixes and features.", "soft_edge_verdicts": [ { "left": "pull_request:65833", "right": "pull_request:67080", "accept": false, "reason": "Exa secret-registry target addition and gateway route-load narrowing are unrelated changes in different subsystems." }, { "left": "pull_request:65632", "right": "pull_request:65800", "accept": false, "reason": "Discord stale-socket health restart suppression and CLI wiki plugin loading solve different problems with no shared code path." }, { "left": "pull_request:66275", "right": "pull_request:66715", "accept": false, "reason": "Both concern model catalogs, but one adds custom-provider models to gateway runtime lookup while the other adds opencode-go catalog support for minimax-m2.7; different concrete changes." }, { "left": "pull_request:63338", "right": "pull_request:66329", "accept": false, "reason": "Feishu account-level TTS overrides and Discord multi-account skill checks are unrelated plugin/config fixes." }, { "left": "pull_request:65856", "right": "pull_request:67569", "accept": false, "reason": "Onboarding scopes for image/video providers and gateway model-catalog context-window cache population are different features in separate flows." }, { "left": "pull_request:66526", "right": "pull_request:66808", "accept": false, "reason": "A new KlingAI extension and ZeroEntropy embeddings support are distinct feature additions with no common underlying bug." }, { "left": "pull_request:66098", "right": "pull_request:67569", "accept": false, "reason": "Web UI chat-default resolution and gateway model-catalog cache filling are different layers and do not fix the same issue." }, { "left": "pull_request:67304", "right": "pull_request:67589", "accept": false, "reason": "Jiti fsCache env-var support and reload timestamp filtering address different loader/reload behaviors." }, { "left": "pull_request:63656", "right": "pull_request:66023", "accept": false, "reason": "ACP lifecycle command routing and cron custom job IDs are separate CLI/command features with no duplicate relationship." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 46, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63596", "pull_request:64110", "pull_request:64548", "pull_request:64558", "pull_request:64736", "pull_request:65969", "pull_request:66023", "pull_request:66041", "pull_request:66111", "pull_request:66149", "pull_request:66169", "pull_request:66184", "pull_request:66329", "pull_request:66331", "pull_request:66547", "pull_request:66819", "pull_request:66889", "pull_request:66910" ], "soft_pairs": [ "pull_request:63596|pull_request:66819", "pull_request:66149|pull_request:66331", "pull_request:64548|pull_request:65969", "pull_request:66169|pull_request:66184", "pull_request:64736|pull_request:66329", "pull_request:66889|pull_request:66910", "pull_request:66041|pull_request:66547", "pull_request:64110|pull_request:66111", "pull_request:64558|pull_request:66023" ], "prepared_review_unit_hash": "1f0f33a8710c7d7142efb4fc29c10688e7f3ee4626130a706c478d92fdd719dc", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 42056, "estimated_input_tokens": 10514, "estimated_eval_tokens": 21284 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "Loose cluster of open PRs from unrelated areas; the soft-pair similarity is superficial and does not indicate shared bugs or mergeable code changes. No duplicate/merge candidates should be accepted.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "If a representative PR is needed, pull_request:66023 is the cleanest standalone change: narrowly scoped, feature-specific, and explicitly tied to a tracking issue. It is still not related to the other PRs in this cluster.", "soft_edge_verdicts": [ { "left": "pull_request:63596", "right": "pull_request:66819", "accept": false, "reason": "Different problems in different areas: outbound message send semantics vs nested Claude CLI JSON parsing." }, { "left": "pull_request:66149", "right": "pull_request:66331", "accept": false, "reason": "Unrelated features: memory-wiki vault templating vs per-agent TTS/STT overrides." }, { "left": "pull_request:64548", "right": "pull_request:65969", "accept": false, "reason": "No shared underlying bug; WhatsApp heartbeat target normalization is unrelated to QR runtime replacement." }, { "left": "pull_request:66169", "right": "pull_request:66184", "accept": false, "reason": "Different code paths and behavior changes: iMessage echo-prefix normalization vs chat reply flattening." }, { "left": "pull_request:64736", "right": "pull_request:66329", "accept": false, "reason": "Different subsystems and fixes; slash autocomplete catalog loading is unrelated to Discord skill-status checks." }, { "left": "pull_request:66889", "right": "pull_request:66910", "accept": false, "reason": "Telegram polling transport fix is unrelated to exposing inbound media on hooks." }, { "left": "pull_request:66041", "right": "pull_request:66547", "accept": false, "reason": "Separate semantics in different reply/ack paths; not the same underlying change." }, { "left": "pull_request:64110", "right": "pull_request:66111", "accept": false, "reason": "Cron queue deletion behavior and /trace directive handling are unrelated." }, { "left": "pull_request:64558", "right": "pull_request:66023", "accept": false, "reason": "Different domains: browser profile download prefs vs cron custom job IDs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 47, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53414", "pull_request:63629", "pull_request:64124", "pull_request:64718", "pull_request:65644", "pull_request:65648", "pull_request:65828", "pull_request:66007", "pull_request:66081", "pull_request:66098", "pull_request:66184", "pull_request:66594", "pull_request:66939", "pull_request:66966", "pull_request:67063", "pull_request:67276", "pull_request:67443", "pull_request:67569" ], "soft_pairs": [ "pull_request:63629|pull_request:66007", "pull_request:64718|pull_request:67443", "pull_request:66081|pull_request:66939", "pull_request:66007|pull_request:67063", "pull_request:66184|pull_request:67276", "pull_request:66594|pull_request:67569", "pull_request:65648|pull_request:66966", "pull_request:53414|pull_request:65644", "pull_request:64124|pull_request:67276", "pull_request:65828|pull_request:66098" ], "prepared_review_unit_hash": "c3bf7149c13ea550e8254b818ecc4ccc2c1ad91b138113fb7c291ada0ecbada9", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 40977, "estimated_input_tokens": 10245, "estimated_eval_tokens": 20746 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The set is a loose collection of unrelated PRs; none of the soft pairs look like true duplicates of the same underlying fix. The strongest standalone representative is the Mattermost slash-command hardening PR, but it is not a duplicate of the others.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No pair in this cluster appears to be the same change; if one PR must stand in as the representative example, #65648 is the clearest self-contained bug/security fix with an explicit issue target and focused scope.", "best_issue_reason": null, "best_pr_reason": "#65648 is the best representative PR: it has a concrete security problem, explicit issue linkage, and a focused code path across slash-command registration/state handling.", "soft_edge_verdicts": [ { "left": "pull_request:63629", "right": "pull_request:66007", "accept": false, "reason": "Different features: session-isolation warnings vs Exa secretRef support. No shared bug or code path." }, { "left": "pull_request:64718", "right": "pull_request:67443", "accept": false, "reason": "Non-owner auto-reply exec defaults and model-resolution/status defaults are unrelated concerns." }, { "left": "pull_request:66081", "right": "pull_request:66939", "accept": false, "reason": "Codex CLI artifact parsing vs Telegram preview retry behavior; same general area of messaging output only at a very high level." }, { "left": "pull_request:66007", "right": "pull_request:67063", "accept": false, "reason": "Exa secretRef registration and wiki CLI plugin scope are unrelated subsystems and fixes." }, { "left": "pull_request:66184", "right": "pull_request:67276", "accept": false, "reason": "Conversational reply flattening is not the same bug as edit-mismatch warning phrasing; different user flows and code paths." }, { "left": "pull_request:66594", "right": "pull_request:67569", "accept": false, "reason": "Chat run registration/provider warmup and model-catalog cache population are separate gateway behaviors, not one duplicate change." }, { "left": "pull_request:65648", "right": "pull_request:66966", "accept": false, "reason": "Mattermost slash-command callback hardening and MCP transport Accept header handling are unrelated fixes." }, { "left": "pull_request:53414", "right": "pull_request:65644", "accept": false, "reason": "Feishu config redaction and Podman env-sample guidance do not share the same underlying bug." }, { "left": "pull_request:64124", "right": "pull_request:67276", "accept": false, "reason": "Boundary-file-read ENOENT/path-escape reporting and edit mismatch guidance are different error-reporting problems." }, { "left": "pull_request:65828", "right": "pull_request:66098", "accept": false, "reason": "MiniMax API-key detection/onboarding and chat-default resolution are unrelated feature fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 48, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63633", "pull_request:64531", "pull_request:64558", "pull_request:65006", "pull_request:65301", "pull_request:65398", "pull_request:65736", "pull_request:65772", "pull_request:66041", "pull_request:66063", "pull_request:66098", "pull_request:66110", "pull_request:66169", "pull_request:66321", "pull_request:66337", "pull_request:66344", "pull_request:66709", "pull_request:67063" ], "soft_pairs": [ "pull_request:66337|pull_request:66709", "pull_request:64558|pull_request:65736", "pull_request:65398|pull_request:66041", "pull_request:65398|pull_request:66169", "pull_request:63633|pull_request:66321", "pull_request:64558|pull_request:67063", "pull_request:64531|pull_request:65301", "pull_request:66063|pull_request:66098", "pull_request:65006|pull_request:66344", "pull_request:65772|pull_request:66110" ], "prepared_review_unit_hash": "205219e1fd68835294bd33d9a6b7a0e941a7ad9571247ec8e80023a8b6eb07f7", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 40763, "estimated_input_tokens": 10191, "estimated_eval_tokens": 20638 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All candidate soft pairs look like unrelated PRs from different subsystems; the high similarity is mostly from generic fix-style titles, not a shared underlying bug or change. I would reject every soft edge.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical duplicate PR: the set spans separate code paths (proxying, browser profile state, agents/bootstrap, send validation, Feishu, cron, chat defaults, logging, iMessage, macOS health, startup warmup, chunking, provider catalog, plugin CLI scope) with no pair fixing the same concrete problem.", "best_issue_reason": null, "best_pr_reason": "If a representative PR is needed, 66041 is the clearest user-facing fix with an explicit issue target and a focused code change; but it does not subsume the other PRs.", "soft_edge_verdicts": [ { "left": "pull_request:66337", "right": "pull_request:66709", "accept": false, "reason": "Startup model warmup/runtime-hook behavior is unrelated to opencode-go catalog support; different code paths and bugs." }, { "left": "pull_request:64558", "right": "pull_request:65736", "accept": false, "reason": "Browser isolated-profile download prefs and exec-approvals host path are unrelated infrastructure fixes; no shared underlying defect." }, { "left": "pull_request:65398", "right": "pull_request:66041", "accept": false, "reason": "Feishu groupPolicy/registration cleanup and Telegram ack-reaction behavior are different plugin bugs in different channels." }, { "left": "pull_request:65398", "right": "pull_request:66169", "accept": false, "reason": "Feishu setup/registration and iMessage echo-prefix normalization are unrelated extension fixes." }, { "left": "pull_request:63633", "right": "pull_request:66321", "accept": false, "reason": "Telegram SOCKS proxy support and macOS health-state reporting are unrelated problems with no common code path." }, { "left": "pull_request:64558", "right": "pull_request:67063", "accept": false, "reason": "Profile download preference healing and plugin CLI memory-slot scope are unrelated features/fixes." }, { "left": "pull_request:64531", "right": "pull_request:65301", "accept": false, "reason": "Both concern send flows, but one adds BlueBubbles outbound send-method config while the other adjusts poll-intent validation; they are not the same bug or mergeable into one PR." }, { "left": "pull_request:66063", "right": "pull_request:66098", "accept": false, "reason": "Cron startup guard for missing job state and web UI chat-default resolution are unrelated subsystems and issues." }, { "left": "pull_request:65006", "right": "pull_request:66344", "accept": false, "reason": "Bootstrap context injection control and markdown table chunking are unrelated behavior changes." }, { "left": "pull_request:65772", "right": "pull_request:66110", "accept": false, "reason": "Nodes list/status fallback logic and root log-file overrides are unrelated CLI changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 49, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53528", "pull_request:62895", "pull_request:63629", "pull_request:64531", "pull_request:64703", "pull_request:64719", "pull_request:65295", "pull_request:65772", "pull_request:65828", "pull_request:65947", "pull_request:66023", "pull_request:66067", "pull_request:66331", "pull_request:66413", "pull_request:66819", "pull_request:67137", "pull_request:67276", "pull_request:67589" ], "soft_pairs": [ "pull_request:62895|pull_request:65772", "pull_request:66819|pull_request:67137", "pull_request:66067|pull_request:67276", "pull_request:65828|pull_request:65947", "pull_request:63629|pull_request:66023", "pull_request:64531|pull_request:65295", "pull_request:64703|pull_request:66413", "pull_request:53528|pull_request:67589", "pull_request:64719|pull_request:66331" ], "prepared_review_unit_hash": "ec6f611809b4d86bd91b564ad71cfee48b4464e6a6c7cb59938e3fc666adf04b", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 40990, "estimated_input_tokens": 10248, "estimated_eval_tokens": 20752 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft edges look like superficial text similarity only; the PRs span unrelated subsystems and bug classes, so none should be deduplicated or merged.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: this is a loose lexical cluster of unrelated fixes, not one underlying change.", "best_issue_reason": null, "best_pr_reason": "No PR is a strong global representative; the items diverge across cron, CLI, providers, TUI, gateway, and plugin codepaths.", "soft_edge_verdicts": [ { "left": "pull_request:62895", "right": "pull_request:65772", "accept": false, "reason": "Both are status/CLI-adjacent, but one is memory-search config context and the other is nodes status fallback; different codepaths and bugs." }, { "left": "pull_request:66819", "right": "pull_request:67137", "accept": false, "reason": "Unrelated fixes: nested Claude JSON unwrapping vs trimming optional channel-input prompts." }, { "left": "pull_request:66067", "right": "pull_request:67276", "accept": false, "reason": "Different issues in different areas: TUI thinking-fragment spacing vs edit-mismatch warning text." }, { "left": "pull_request:65828", "right": "pull_request:65947", "accept": false, "reason": "Both touch provider auth/discovery, but they fix different provider-specific behaviors (MiniMax search detection vs Codex synthetic auth catalog materialization)." }, { "left": "pull_request:63629", "right": "pull_request:66023", "accept": false, "reason": "Different product areas and problems: session isolation warnings vs cron custom job IDs." }, { "left": "pull_request:64531", "right": "pull_request:65295", "accept": false, "reason": "Both are send-path related, but one adds BlueBubbles outbound send configuration and the other fixes poll-metadata misclassification." }, { "left": "pull_request:64703", "right": "pull_request:66413", "accept": false, "reason": "Unrelated parsing/secret-resolution bugs; no shared concrete codepath." }, { "left": "pull_request:53528", "right": "pull_request:67589", "accept": false, "reason": "Both mention reload/watch behavior, but one is cron store watching and the other is gateway plugin-install reload timestamp filtering." }, { "left": "pull_request:64719", "right": "pull_request:66331", "accept": false, "reason": "Security/tool-filtering for auto-reply is unrelated to per-agent TTS/STT override plumbing." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 50, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53360", "pull_request:53904", "pull_request:63406", "pull_request:63418", "pull_request:64123", "pull_request:64531", "pull_request:64650", "pull_request:64736", "pull_request:65622", "pull_request:65833", "pull_request:65855", "pull_request:66160", "pull_request:66425", "pull_request:66715", "pull_request:66910", "pull_request:67268", "pull_request:67443" ], "soft_pairs": [ "pull_request:53360|pull_request:53904", "pull_request:65622|pull_request:66910", "pull_request:64531|pull_request:64650", "pull_request:65833|pull_request:65855", "pull_request:63406|pull_request:67268", "pull_request:64123|pull_request:67443", "pull_request:63418|pull_request:64531", "pull_request:66160|pull_request:66425", "pull_request:64736|pull_request:66715" ], "prepared_review_unit_hash": "817fdb6de2e06e3abc74945165ed8c331486982c6738c681a3cdc8cea31cd969", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 39364, "estimated_input_tokens": 9841, "estimated_eval_tokens": 19938 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "False-positive cluster: these PRs are largely unrelated feature/fix work across different subsystems, so none of the soft edges look like duplicates or same-change variants.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR stands out because the items do not share a common underlying bug or change; choosing one would be arbitrary.", "best_issue_reason": null, "best_pr_reason": "No PR is a good global representative for the cluster since the set is heterogeneous and not a duplicate group.", "soft_edge_verdicts": [ { "left": "pull_request:53360", "right": "pull_request:53904", "accept": false, "reason": "Different problems: one adds an update/restart helper and token env plumbing, the other suppresses a false Ollama doctor warning." }, { "left": "pull_request:65622", "right": "pull_request:66910", "accept": false, "reason": "Unrelated code paths: preflight compaction timing vs exposing inbound media on early receive hooks." }, { "left": "pull_request:64531", "right": "pull_request:64650", "accept": false, "reason": "Different products and behaviors: BlueBubbles outbound send method vs Telegram channel/topic prompt fallback." }, { "left": "pull_request:65833", "right": "pull_request:65855", "accept": false, "reason": "One adds an Exa SecretRef target; the other updates qqbot guardrails and a synology-chat labeler rule." }, { "left": "pull_request:63406", "right": "pull_request:67268", "accept": false, "reason": "Not the same bug: restart continuation persistence after reboot vs clearing recovered auto-fallback overrides." }, { "left": "pull_request:64123", "right": "pull_request:67443", "accept": false, "reason": "Different subsystems and fixes: browser snapshot role fallback vs shared model-resolution/status default handling." }, { "left": "pull_request:63418", "right": "pull_request:64531", "accept": false, "reason": "Session settings default display is unrelated to BlueBubbles send-method configuration." }, { "left": "pull_request:66160", "right": "pull_request:66425", "accept": false, "reason": "LiteLLM non-interactive base URL onboarding and adding a new AstraFlow provider are separate changes." }, { "left": "pull_request:64736", "right": "pull_request:66715", "accept": false, "reason": "Slash autocomplete runtime catalog loading is unrelated to adding minimax-m2.7 support in opencode-go." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 51, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63418", "pull_request:64650", "pull_request:64719", "pull_request:64736", "pull_request:65833", "pull_request:66007", "pull_request:66023", "pull_request:66111", "pull_request:66321", "pull_request:66331", "pull_request:66537", "pull_request:66547", "pull_request:66709", "pull_request:66889", "pull_request:66939", "pull_request:66976", "pull_request:67063", "pull_request:67443" ], "soft_pairs": [ "pull_request:64719|pull_request:66111", "pull_request:66547|pull_request:67443", "pull_request:66007|pull_request:66023", "pull_request:64736|pull_request:66709", "pull_request:66547|pull_request:66889", "pull_request:65833|pull_request:66976", "pull_request:66023|pull_request:66537", "pull_request:66321|pull_request:67063", "pull_request:63418|pull_request:66331", "pull_request:64650|pull_request:66939" ], "prepared_review_unit_hash": "49d53875173639994cce0402fbdf8f511dccbb6498595393d12d4f30e82893dc", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 42309, "estimated_input_tokens": 10578, "estimated_eval_tokens": 21412 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All soft-pair candidates are false positives: they share only broad surface area terms (Telegram, UI, cron, catalog, settings, etc.) but address different code paths and fixes. No duplicate-prone canonical issue/PR emerges from this cluster.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:64719", "right": "pull_request:66111", "accept": false, "reason": "Different security behavior: one filters dangerous tools for channel auto-reply, the other adds /trace directive recognition. No shared code path or mergeable single fix." }, { "left": "pull_request:66547", "right": "pull_request:67443", "accept": false, "reason": "Unrelated areas: reply threading semantics versus status/model-resolution defaults. Same broad notion of defaults, but not the same bug or change." }, { "left": "pull_request:66007", "right": "pull_request:66023", "accept": false, "reason": "Completely separate features: Exa secret-ref support vs cron custom job IDs. No overlap in implementation or defect." }, { "left": "pull_request:64736", "right": "pull_request:66709", "accept": false, "reason": "Both mention catalogs, but one is runtime slash autocomplete in the UI and the other is opencode-go model catalog support. Different subsystems and fixes." }, { "left": "pull_request:66547", "right": "pull_request:66889", "accept": false, "reason": "Reply threading behavior and Telegram polling transport are unrelated. Shared Telegram presence is only incidental through surrounding app code." }, { "left": "pull_request:65833", "right": "pull_request:66976", "accept": false, "reason": "SecretRef target registration and WhatsApp install/runtime packaging are unrelated changes with no shared code path." }, { "left": "pull_request:66023", "right": "pull_request:66537", "accept": false, "reason": "Cron custom job IDs and embedded runner incomplete-turn error handling are unrelated bug fixes." }, { "left": "pull_request:66321", "right": "pull_request:67063", "accept": false, "reason": "macOS health-state fallback and plugin CLI scope activation are different domains and would not be merged as one PR." }, { "left": "pull_request:63418", "right": "pull_request:66331", "accept": false, "reason": "Session settings UI default display versus per-agent TTS/STT overrides are only loosely settings-related, not the same underlying bug." }, { "left": "pull_request:64650", "right": "pull_request:66939", "accept": false, "reason": "Both are Telegram-related, but one fixes topic prompt fallback in multi-account mode and the other fixes duplicate preview after compaction retry. Different failure modes and code paths." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 52, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53360", "pull_request:63636", "pull_request:63745", "pull_request:64110", "pull_request:64669", "pull_request:64736", "pull_request:65016", "pull_request:65736", "pull_request:65772", "pull_request:66098", "pull_request:66300", "pull_request:66321", "pull_request:66322", "pull_request:66939", "pull_request:66976", "pull_request:67231", "pull_request:67447", "pull_request:67589" ], "soft_pairs": [ "pull_request:67231|pull_request:67589", "pull_request:53360|pull_request:67447", "pull_request:63745|pull_request:64736", "pull_request:65772|pull_request:66321", "pull_request:53360|pull_request:67231", "pull_request:66098|pull_request:66322", "pull_request:65736|pull_request:66976", "pull_request:63636|pull_request:65016", "pull_request:64110|pull_request:66300", "pull_request:64669|pull_request:66939" ], "prepared_review_unit_hash": "a2356a9384b3197996aa4dbbe08869f12ddf5138ccd8bb63fdf71093cd2702d9", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41037, "estimated_input_tokens": 10260, "estimated_eval_tokens": 20776 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a false grouping: the PRs touch unrelated areas (gateway config reload, WhatsApp install blocking, CLI status fallback, TUI formatting, Telegram preview handling, etc.) and do not look like the same underlying bug or change.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "No clear canonical PR exists because these items are not duplicates. If one representative is needed, #67589 is the strongest standalone bug-fix PR: it is narrow, concrete, test-backed, and has an explicit issue reference.", "best_issue_reason": null, "best_pr_reason": "#67589 is the best standalone PR in this set because it fixes a specific reload-path bug, has focused code changes, adds tests, and is easier to review/merge than the broader or more speculative changes here.", "soft_edge_verdicts": [ { "left": "pull_request:67231", "right": "pull_request:67589", "accept": false, "reason": "Different domains and code paths: an OKX payments skill doc vs gateway config-reload logic. No shared underlying bug/change." }, { "left": "pull_request:53360", "right": "pull_request:67447", "accept": false, "reason": "Unrelated changes: a token/env-var helper script and a context-injection default change in agent bootstrapping. Only superficial tooling overlap." }, { "left": "pull_request:63745", "right": "pull_request:64736", "accept": false, "reason": "Timeout configuration centralization and slash-command catalog loading are separate features in different subsystems; not the same fix." }, { "left": "pull_request:65772", "right": "pull_request:66321", "accept": false, "reason": "CLI node status fallback and macOS health-state behavior address different products and failure modes." }, { "left": "pull_request:53360", "right": "pull_request:67231", "accept": false, "reason": "A helper script plus infra token-var work is unrelated to adding a payment skill; no common code-path bug or change." }, { "left": "pull_request:66098", "right": "pull_request:66322", "accept": false, "reason": "Chat defaults/effective config work is unrelated to TUI thinking-block paragraph spacing; different surfaces and behaviors." }, { "left": "pull_request:65736", "right": "pull_request:66976", "accept": false, "reason": "Exec approvals state-dir handling and WhatsApp Baileys install blocking are unrelated implementation areas with different semantics." }, { "left": "pull_request:63636", "right": "pull_request:65016", "accept": false, "reason": "Compaction token-estimation guarding and cron no-reply announcement handling are distinct bugs in different pipelines." }, { "left": "pull_request:64110", "right": "pull_request:66300", "accept": false, "reason": "Cron task deletion/queue cleanup is unrelated to a documentation template fence cleanup." }, { "left": "pull_request:64669", "right": "pull_request:66939", "accept": false, "reason": "Codex app-server token accounting and Telegram duplicate preview after compaction retry are different code paths and bug classes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 53, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53360", "pull_request:53715", "pull_request:53762", "pull_request:63633", "pull_request:64110", "pull_request:64335", "pull_request:65638", "pull_request:65648", "pull_request:65855", "pull_request:66063", "pull_request:66098", "pull_request:66156", "pull_request:66329", "pull_request:66344", "pull_request:66819", "pull_request:66918", "pull_request:67354", "pull_request:67380" ], "soft_pairs": [ "pull_request:66344|pull_request:67380", "pull_request:64335|pull_request:66098", "pull_request:53762|pull_request:66819", "pull_request:65855|pull_request:66329", "pull_request:65638|pull_request:66344", "pull_request:64110|pull_request:66063", "pull_request:65648|pull_request:66918", "pull_request:64110|pull_request:66156", "pull_request:53360|pull_request:67354", "pull_request:53715|pull_request:63633" ], "prepared_review_unit_hash": "06aa89d6145916745d2f67433b7f8bcd49a84b6ce10c38737887b353a1815956", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 40381, "estimated_input_tokens": 10096, "estimated_eval_tokens": 20448 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is not a duplicate cluster: the PRs cover unrelated fixes across Telegram, cron, Mattermost, Discord, Zai auth, docs, chunking, and channel tooling. The soft-edge suggestions are mostly broad-similarity false positives; only the two cron PRs share a file, but they still fix different bugs.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR for deduping; the items are not the same underlying change and span different subsystems and bug classes.", "best_issue_reason": null, "best_pr_reason": "PR #53715 is the strongest standalone representative: it is a narrow, concrete fix with an explicit issue link, merged status, and focused validation/code-path changes.", "soft_edge_verdicts": [ { "left": "pull_request:66344", "right": "pull_request:67380", "accept": false, "reason": "Different problems: markdown table chunking vs bundled channel entry loading diagnostics. Shared general tooling area only." }, { "left": "pull_request:64335", "right": "pull_request:66098", "accept": false, "reason": "Unrelated changes: Zai API key rotation vs chat default resolution. Same repo area is not enough to merge." }, { "left": "pull_request:53762", "right": "pull_request:66819", "accept": false, "reason": "Both affect message parsing/output, but one fixes Telegram streaming final-answer flushing and the other unwraps Claude CLI JSON. Different code paths and failure modes." }, { "left": "pull_request:65855", "right": "pull_request:66329", "accept": false, "reason": "Completely different subsystems: channel contract guardrails/labeling vs Discord skill-status config recognition." }, { "left": "pull_request:65638", "right": "pull_request:66344", "accept": false, "reason": "One changes cron delivery prompt wording; the other adds table-protection logic to chunking. No shared underlying bug." }, { "left": "pull_request:64110", "right": "pull_request:66063", "accept": false, "reason": "Both touch cron ops, but one clears queued tasks on delete while the other guards startup when legacy state is missing. Related area, different bugs." }, { "left": "pull_request:65648", "right": "pull_request:66918", "accept": false, "reason": "Different integrations and defects: Mattermost slash command callback hardening vs Discord stale exec approval clicks." }, { "left": "pull_request:64110", "right": "pull_request:66156", "accept": false, "reason": "Cron queue cleanup vs exec-completion system-event history sanitization are unrelated." }, { "left": "pull_request:53360", "right": "pull_request:67354", "accept": false, "reason": "Completely unrelated: an infra helper script/feature PR versus a Telegram session label formatting fix." }, { "left": "pull_request:53715", "right": "pull_request:63633", "accept": false, "reason": "Different fixes: optional card field in merged message-tool schema vs adding SOCKS proxy support in Telegram/undici fetch." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 54, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:64328", "pull_request:64335", "pull_request:64403", "pull_request:64736", "pull_request:65969", "pull_request:65979", "pull_request:66062", "pull_request:66098", "pull_request:66275", "pull_request:66277", "pull_request:66310", "pull_request:66364", "pull_request:66889", "pull_request:67036", "pull_request:67037", "pull_request:67080", "pull_request:67137", "pull_request:67290" ], "soft_pairs": [ "pull_request:64736|pull_request:66098", "pull_request:66310|pull_request:67137", "pull_request:67036|pull_request:67290", "pull_request:64328|pull_request:67037", "pull_request:66062|pull_request:66275", "pull_request:66277|pull_request:66889", "pull_request:64335|pull_request:65979", "pull_request:64403|pull_request:65969", "pull_request:65969|pull_request:67080", "pull_request:66364|pull_request:67080" ], "prepared_review_unit_hash": "2b84df2d16008f34624e3a2ff629dd289f3835878a840501eb6eae76895d8702", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 42677, "estimated_input_tokens": 10670, "estimated_eval_tokens": 21596 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster contains several superficially similar pull requests, but they span unrelated bugs and features across UI, cron, plugins, QR/runtime, gateway, and docs. None of the soft edges look like true duplicates or mergeable into a single PR.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:64736", "right": "pull_request:66098", "accept": false, "reason": "Both touch chat/UI code, but one adds runtime slash-catalog loading for autocomplete while the other fixes effective chat defaults. Different bugs and code paths." }, { "left": "pull_request:66310", "right": "pull_request:67137", "accept": false, "reason": "Cron job.state null-guard in service startup versus a channel-selection prompt trim issue. Different subsystems and failure modes." }, { "left": "pull_request:67036", "right": "pull_request:67290", "accept": false, "reason": "Transcript-row filtering in chat history is unrelated to removing a duplicate usage-page header. Shared UI surface only, not the same change." }, { "left": "pull_request:64328", "right": "pull_request:67037", "accept": false, "reason": "QQ bot voice-attachment media typing and skipping session.message reloads during active chat are distinct gateway/UI behaviors with no shared bug." }, { "left": "pull_request:66062", "right": "pull_request:66275", "accept": false, "reason": "Windows task parsing for setlocal directives is unrelated to including configured custom provider models in the gateway catalog." }, { "left": "pull_request:66277", "right": "pull_request:66889", "accept": false, "reason": "Bundled channel load guarding and Telegram polling HTTP/2 disablement address different transport/loading problems; only the changelog is shared." }, { "left": "pull_request:64335", "right": "pull_request:65979", "accept": false, "reason": "ZAI API key rotation on rate limit and cron missing-state normalization are unrelated features in different domains." }, { "left": "pull_request:64403", "right": "pull_request:65969", "accept": false, "reason": "CLI metadata preference for lazy commands is unrelated to swapping the QR runtime helper implementation." }, { "left": "pull_request:65969", "right": "pull_request:67080", "accept": false, "reason": "QR runtime helper replacement and plugin route-load narrowing do not target the same underlying bug or code path." }, { "left": "pull_request:66364", "right": "pull_request:67080", "accept": false, "reason": "Shipping a subagent registry runtime sidecar is unrelated to narrowing gateway route loads from manifests." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 55, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:64335", "pull_request:64531", "pull_request:64782", "pull_request:65023", "pull_request:65833", "pull_request:65947", "pull_request:65969", "pull_request:66062", "pull_request:66098", "pull_request:66160", "pull_request:66271", "pull_request:66275", "pull_request:66321", "pull_request:66364", "pull_request:66395", "pull_request:66808", "pull_request:67326", "pull_request:67443" ], "soft_pairs": [ "pull_request:64782|pull_request:65969", "pull_request:65833|pull_request:67326", "pull_request:64531|pull_request:67443", "pull_request:65947|pull_request:66160", "pull_request:66062|pull_request:66321", "pull_request:65833|pull_request:65947", "pull_request:64335|pull_request:64782", "pull_request:66160|pull_request:66275", "pull_request:66098|pull_request:66395", "pull_request:65833|pull_request:66364", "pull_request:66271|pull_request:66395", "pull_request:65023|pull_request:66808" ], "prepared_review_unit_hash": "5976008fa2ef2b288ab22e5440f51da34bc28a4661fba032342df0dd8e4ddca8", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 12, "serialized_chars": 43206, "estimated_input_tokens": 10802, "estimated_eval_tokens": 21860 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the PRs cover unrelated fixes across gateway history, provider auth/catalog, QR runtime, secrets, Windows task parsing, UI refresh behavior, build packaging, and embeddings. I do not see any soft edge that meets a strict duplicate threshold.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR: the items are not one underlying bug/change, but a grab bag of unrelated feature and bugfix PRs.", "best_issue_reason": null, "best_pr_reason": "No global best PR for duplication purposes; none of these PRs are close enough to another to serve as a representative duplicate target.", "soft_edge_verdicts": [ { "left": "pull_request:64782", "right": "pull_request:65969", "accept": false, "reason": "Different subsystems and symptoms: Codex chat history import vs QR terminal dependency replacement." }, { "left": "pull_request:65833", "right": "pull_request:67326", "accept": false, "reason": "Unrelated changes: Exa secret target registration vs image runtime header handling." }, { "left": "pull_request:64531", "right": "pull_request:67443", "accept": false, "reason": "Different code paths and goals: BlueBubbles outbound send method vs model-context resolution defaults." }, { "left": "pull_request:65947", "right": "pull_request:66160", "accept": false, "reason": "Both touch provider onboarding/auth, but they fix different providers and different problems; not the same concrete change." }, { "left": "pull_request:66062", "right": "pull_request:66321", "accept": false, "reason": "Windows scheduled-task parsing vs macOS health-state derivation are unrelated." }, { "left": "pull_request:65833", "right": "pull_request:65947", "accept": false, "reason": "Secret registry entry addition vs Codex synthetic-auth catalog materialization are distinct concerns." }, { "left": "pull_request:64335", "right": "pull_request:64782", "accept": false, "reason": "ZAI API-key rotation and Codex session history import are different features in different areas." }, { "left": "pull_request:66160", "right": "pull_request:66275", "accept": false, "reason": "Non-interactive LiteLLM base-url onboarding and custom-provider model catalog inclusion are separate changes." }, { "left": "pull_request:66098", "right": "pull_request:66395", "accept": false, "reason": "Both mention chat/UI refresh behavior, but one fixes chat default resolution and the other disables refresh during active turn; the concrete bugs differ." }, { "left": "pull_request:65833", "right": "pull_request:66364", "accept": false, "reason": "Secret target registry vs build/release packaging for a runtime sidecar are unrelated." }, { "left": "pull_request:66271", "right": "pull_request:66395", "accept": false, "reason": "Superficial overlap around chat flicker/refresh, but 66271 is session-reload history behavior while 66395 includes active-turn refresh suppression and Slack monitor changes." }, { "left": "pull_request:65023", "right": "pull_request:66808", "accept": false, "reason": "Different provider families and features: Google GenAI auth/runtime integration vs ZeroEntropy embeddings support." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 56, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63521", "pull_request:64110", "pull_request:64123", "pull_request:64996", "pull_request:65266", "pull_request:65979", "pull_request:66184", "pull_request:66233", "pull_request:66277", "pull_request:66311", "pull_request:66322", "pull_request:66337", "pull_request:66364", "pull_request:66715", "pull_request:66824", "pull_request:67268", "pull_request:67535" ], "soft_pairs": [ "pull_request:66184|pull_request:66824", "pull_request:66311|pull_request:66322", "pull_request:66277|pull_request:66364", "pull_request:64996|pull_request:67535", "pull_request:64110|pull_request:65979", "pull_request:66184|pull_request:66233", "pull_request:66337|pull_request:66715", "pull_request:63521|pull_request:66322", "pull_request:65266|pull_request:67535", "pull_request:64123|pull_request:67268" ], "prepared_review_unit_hash": "141c7eaf793c12b6c8be9396d592dce9d48c6c23611586a06311cb9d43aaa932", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 39627, "estimated_input_tokens": 9907, "estimated_eval_tokens": 20070 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of unrelated pull requests across auto-reply, cron, browser, WhatsApp, gateway, UI, docs, and release/build tooling. None of the soft-similarity pairs look like the same underlying bug or change, so I would not merge any of them as duplicates.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "There is no single coherent PR to serve as a canonical representative; the items span many unrelated subsystems and fix different problems.", "best_issue_reason": null, "best_pr_reason": "No PR is a strong global representative for this cluster. If forced, the closest thing to a central topic is still only superficial file overlap, not shared intent.", "soft_edge_verdicts": [ { "left": "pull_request:66184", "right": "pull_request:66824", "accept": false, "reason": "They share reply-related files, but one changes conversational flattening/reply generation and the other adds a channel-resolved auth seam. Different code paths and different bugs." }, { "left": "pull_request:66311", "right": "pull_request:66322", "accept": false, "reason": "One fixes tool-card max-height truncation CSS; the other adjusts paragraph spacing in thinking text formatting. Same UI surface, unrelated behavior." }, { "left": "pull_request:66277", "right": "pull_request:66364", "accept": false, "reason": "One guards broken bundled channel loads, while the other ships a missing runtime sidecar artifact. Different failure modes and fixes." }, { "left": "pull_request:64996", "right": "pull_request:67535", "accept": false, "reason": "WhatsApp group listener/access-control behavior versus CLI update messaging. No shared underlying bug or change." }, { "left": "pull_request:64110", "right": "pull_request:65979", "accept": false, "reason": "Both are cron-related, but one clears queued tasks on delete and the other normalizes missing persisted job state. Distinct code paths." }, { "left": "pull_request:66184", "right": "pull_request:66233", "accept": false, "reason": "One refines reply flattening/confirmation behavior; the other moves incomplete-turn recovery behind provider hooks. Related area, but different concrete problems." }, { "left": "pull_request:66337", "right": "pull_request:66715", "accept": false, "reason": "Gateway startup warmup hooks versus opencode-go catalog support. These are unrelated changes." }, { "left": "pull_request:63521", "right": "pull_request:66322", "accept": false, "reason": "Unclosed streaming directive handling is a different bug from spacing between thinking blocks. Shared text-processing theme only at a very high level." }, { "left": "pull_request:65266", "right": "pull_request:67535", "accept": false, "reason": "Deployment/Telegram/UI bundle changes versus a CLI downgrade-copy fix. No meaningful overlap in underlying change." }, { "left": "pull_request:64123", "right": "pull_request:67268", "accept": false, "reason": "Browser snapshot fallback logic and recovered auto-fallback overrides are separate subsystems with different code paths and intents." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 57, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62846", "pull_request:64123", "pull_request:64650", "pull_request:64907", "pull_request:65023", "pull_request:65648", "pull_request:65957", "pull_request:66277", "pull_request:66537", "pull_request:66543", "pull_request:66594", "pull_request:66960", "pull_request:67080", "pull_request:67137", "pull_request:67326", "pull_request:67535", "pull_request:67583" ], "soft_pairs": [ "pull_request:65023|pull_request:67326", "pull_request:64123|pull_request:64650", "pull_request:65648|pull_request:66277", "pull_request:66537|pull_request:66594", "pull_request:62846|pull_request:66543", "pull_request:64907|pull_request:67080", "pull_request:66960|pull_request:67535", "pull_request:67535|pull_request:67583", "pull_request:65957|pull_request:67137" ], "prepared_review_unit_hash": "e7d50baf72aacd3f16179c49962bfa09f77c0d17565a94f6e568450d6c87feb7", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 38981, "estimated_input_tokens": 9746, "estimated_eval_tokens": 19748 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of unrelated open PRs across separate subsystems (Telegram, Mattermost, browser snapshots, plugins, cron, gateway, CLI, etc.). The soft-edge suggestions are all weak title/keyword similarities only; none look like the same underlying bug or change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "Best single PR anchor is #64650: it has an explicit issue target, a clear narrowly-scoped fix, and the strongest self-contained bug/behavior description among the set. That said, it is not a duplicate of the others.", "best_issue_reason": null, "best_pr_reason": "#64650 is the most suitable global PR representative because it has explicit issue linkage, concrete runtime behavior changes, and a focused fix scope. Other PRs are either unrelated, docs-heavy, or too broad to serve as a better anchor.", "soft_edge_verdicts": [ { "left": "pull_request:65023", "right": "pull_request:67326", "accept": false, "reason": "Different problems in different code paths: Google GenAI auth/provider setup versus media image runtime headers. Shared provider/auth vocabulary is not enough to merge as duplicates." }, { "left": "pull_request:64123", "right": "pull_request:64650", "accept": false, "reason": "Browser snapshot role fallback logic and Telegram channel/topic prompt inheritance are unrelated subsystems with distinct behavior changes." }, { "left": "pull_request:65648", "right": "pull_request:66277", "accept": false, "reason": "Mattermost slash-command callback hardening and broken bundled-channel load guarding address different failure modes and code paths; only the changelog overlaps." }, { "left": "pull_request:66537", "right": "pull_request:66594", "accept": false, "reason": "Silent final-answer loss handling is an agent-run termination issue; chat-run registration and warmup hook enabling are gateway lifecycle changes, not the same bug." }, { "left": "pull_request:62846", "right": "pull_request:66543", "accept": false, "reason": "Enabled-by-default plugin registration and cron model-ID whitespace normalization are unrelated changes with no shared underlying defect." }, { "left": "pull_request:64907", "right": "pull_request:67080", "accept": false, "reason": "Plugin SDK tool-result hook addition and manifest-based route-load narrowing are distinct feature areas, not one concrete fix." }, { "left": "pull_request:66960", "right": "pull_request:67535", "accept": false, "reason": "Dependency bump/update work and a CLI log-message/copy adjustment are unrelated." }, { "left": "pull_request:67535", "right": "pull_request:67583", "accept": false, "reason": "A CLI message tweak and the Yuanbao plugin implementation are completely different artifacts with no shared code path." }, { "left": "pull_request:65957", "right": "pull_request:67137", "accept": false, "reason": "Heartbeat relay-context preservation and optional-input trim error handling are separate bugs in different flows." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 58, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63406", "pull_request:64611", "pull_request:64649", "pull_request:64782", "pull_request:65575", "pull_request:65583", "pull_request:65648", "pull_request:65855", "pull_request:65856", "pull_request:65947", "pull_request:66062", "pull_request:66081", "pull_request:66184", "pull_request:66331", "pull_request:66547", "pull_request:66594", "pull_request:67095" ], "soft_pairs": [ "pull_request:63406|pull_request:64782", "pull_request:65855|pull_request:65856", "pull_request:64611|pull_request:64649", "pull_request:65583|pull_request:66331", "pull_request:65648|pull_request:66547", "pull_request:63406|pull_request:66062", "pull_request:65583|pull_request:67095", "pull_request:65575|pull_request:66594", "pull_request:65947|pull_request:66594", "pull_request:66081|pull_request:66184" ], "prepared_review_unit_hash": "2f888c005052ae9ec26d1d8ffc6e878cce3accd72d3e349b5363b3c72ff2480a", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 39960, "estimated_input_tokens": 9990, "estimated_eval_tokens": 20236 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of unrelated pull requests across gateway restart handling, heartbeat scheduling, run-state tests, chat history, accessibility, provider setup, daemon parsing, reply threading, and agent configuration. The soft edges mostly reflect generic keyword overlap rather than the same underlying bug or change, so none should be merged as duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:63406", "right": "pull_request:64782", "accept": false, "reason": "Different problems and code paths: one preserves gateway restart continuations after reboot, the other imports Codex session transcripts into chat history." }, { "left": "pull_request:65855", "right": "pull_request:65856", "accept": false, "reason": "Both touch plugin-related metadata, but one is channel contract guardrails/labeling and the other is onboarding scopes for video-only providers; not the same change." }, { "left": "pull_request:64611", "right": "pull_request:64649", "accept": false, "reason": "Both add tests around state/timing behavior, but one fixes heartbeat task due clock skew while the other clamps run counters in a run state machine." }, { "left": "pull_request:65583", "right": "pull_request:66331", "accept": false, "reason": "Both are agent configuration features, but they affect different capabilities: per-agent model optimization vs per-agent TTS/STT overrides." }, { "left": "pull_request:65648", "right": "pull_request:66547", "accept": false, "reason": "No shared concrete bug: Mattermost slash-command callback hardening is unrelated to reply-threading semantics." }, { "left": "pull_request:63406", "right": "pull_request:66062", "accept": false, "reason": "Gateway restart continuation logic and Windows scheduled-task parsing are separate subsystems with different failure modes." }, { "left": "pull_request:65583", "right": "pull_request:67095", "accept": false, "reason": "Both involve provider/model support, but one adds model optimization controls and the other adds a new Qiniu provider; not mergeable as one fix." }, { "left": "pull_request:65575", "right": "pull_request:66594", "accept": false, "reason": "Chat announcement timing and chat-run registration/startup hooks are distinct gateway/UI behaviors, not the same underlying issue." }, { "left": "pull_request:65947", "right": "pull_request:66594", "accept": false, "reason": "Synthetic auth materialization in a Codex provider catalog is unrelated to chat-run registration and warmup hooks." }, { "left": "pull_request:66081", "right": "pull_request:66184", "accept": false, "reason": "Both concern agent reply generation, but one changes Codex CLI output parsing while the other changes conversational flattening/confirmation behavior; different code paths and outcomes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 59, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62895", "pull_request:64310", "pull_request:64355", "pull_request:65023", "pull_request:66062", "pull_request:66067", "pull_request:66168", "pull_request:66308", "pull_request:66311", "pull_request:66525", "pull_request:66526", "pull_request:66709", "pull_request:66715", "pull_request:67137", "pull_request:67155", "pull_request:67243", "pull_request:67533" ], "soft_pairs": [ "pull_request:66308|pull_request:66715", "pull_request:66308|pull_request:66709", "pull_request:62895|pull_request:66067", "pull_request:66311|pull_request:67533", "pull_request:64310|pull_request:66526", "pull_request:66168|pull_request:67243", "pull_request:66062|pull_request:67137", "pull_request:65023|pull_request:66525", "pull_request:64355|pull_request:67155" ], "prepared_review_unit_hash": "e8501324c0b02333003b52c0aa8795d7743e95ebeeb8c204e6b186756a1b1d29", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 39689, "estimated_input_tokens": 9923, "estimated_eval_tokens": 20102 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a set of unrelated pull requests spanning memory search, shell task parsing, multiple docs/provider additions, UI formatting, gateway protocol work, and assorted bug fixes. The soft pairs only overlap at a broad subsystem or naming level; they do not fix the same concrete code-path problem.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:66308", "right": "pull_request:66715", "accept": false, "reason": "Both mention opencode-go, but 66308 caches catalog file reads to avoid doctor CPU hang while 66715 adds new catalog support for glm-5.1; different changes and code paths." }, { "left": "pull_request:66308", "right": "pull_request:66709", "accept": false, "reason": "Same broad provider area, but one is a caching fix and the other is a catalog/doc update for glm-5.1; not the same underlying bug or change." }, { "left": "pull_request:62895", "right": "pull_request:66067", "accept": false, "reason": "Memory search status-context preservation and TUI thinking-fragment spacing are unrelated features in different modules." }, { "left": "pull_request:66311", "right": "pull_request:67533", "accept": false, "reason": "Both touch chat UI, but 66311 removes tool-card truncation while 67533 restores uploaded image rendering after history reload; separate problems." }, { "left": "pull_request:64310", "right": "pull_request:66526", "accept": false, "reason": "A script audit refactor and a KlingAI provider integration are unrelated changes despite both being repo tooling/provider work." }, { "left": "pull_request:66168", "right": "pull_request:67243", "accept": false, "reason": "MCP Apps gateway protocol extension and context-engine runtime-context plumbing are distinct subsystems and fixes." }, { "left": "pull_request:66062", "right": "pull_request:67137", "accept": false, "reason": "Windows scheduled-task parsing and channel setup wizard input handling do not target the same bug or code path." }, { "left": "pull_request:65023", "right": "pull_request:66525", "accept": false, "reason": "Google GenAI auth/provider wiring and an OpenCode full integration plugin are different integrations with no shared defect." }, { "left": "pull_request:64355", "right": "pull_request:67155", "accept": false, "reason": "Campfire channel integration and the Sessions tab hide-system toggle are unrelated feature work in different areas." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 60, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63406", "pull_request:63807", "pull_request:64124", "pull_request:64649", "pull_request:64650", "pull_request:65023", "pull_request:65575", "pull_request:65592", "pull_request:66160", "pull_request:66169", "pull_request:66310", "pull_request:66447", "pull_request:66526", "pull_request:66543", "pull_request:66939", "pull_request:67095", "pull_request:67290", "pull_request:67326" ], "soft_pairs": [ "pull_request:64124|pull_request:66447", "pull_request:66939|pull_request:67290", "pull_request:65023|pull_request:66526", "pull_request:66160|pull_request:67326", "pull_request:63406|pull_request:64650", "pull_request:64649|pull_request:66310", "pull_request:65592|pull_request:66526", "pull_request:66169|pull_request:66543", "pull_request:65575|pull_request:67290", "pull_request:63807|pull_request:67095" ], "prepared_review_unit_hash": "0dad2b346355316ea9d239a2bbd1d6ef31c9f6b335e1e50f1afcab51e20556ff", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41387, "estimated_input_tokens": 10347, "estimated_eval_tokens": 20950 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a set of unrelated PRs that only share broad maintenance/bugfix wording. None of the proposed soft edges look like duplicates of the same underlying change or bug, so all should be rejected.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR is a good canonical representative: the cluster spans unrelated subsystems (gateway restart handling, Telegram UI/behavior, provider onboarding, cron guards, iMessage normalization, docs, and localization).", "best_issue_reason": null, "best_pr_reason": "No global best PR: there is no common underlying fix or feature to collapse onto, and the soft-similarity links are superficial.", "soft_edge_verdicts": [ { "left": "pull_request:64124", "right": "pull_request:66447", "accept": false, "reason": "Boundary-file-read error classification is unrelated to transcript replay synthetic tool-result handling; different code paths and failure modes." }, { "left": "pull_request:66939", "right": "pull_request:67290", "accept": false, "reason": "Telegram duplicate preview/compaction behavior is unrelated to removing a duplicate usage-page header in UI i18n assets." }, { "left": "pull_request:65023", "right": "pull_request:66526", "accept": false, "reason": "Google GenAI provider support and adding KlingAI are separate provider features with no shared bug or mergeable change." }, { "left": "pull_request:66160", "right": "pull_request:67326", "accept": false, "reason": "LiteLLM non-interactive base-url onboarding and image runtime headers are different integration fixes with no common code path." }, { "left": "pull_request:63406", "right": "pull_request:64650", "accept": false, "reason": "Gateway restart continuation persistence and Telegram topic-prompt fallback are unrelated behavior fixes in different subsystems." }, { "left": "pull_request:64649", "right": "pull_request:66310", "accept": false, "reason": "Both are defensive guards, but they fix different state machines and different null/underflow conditions in separate services." }, { "left": "pull_request:65592", "right": "pull_request:66526", "accept": false, "reason": "A SearXNG onboarding note and a KlingAI extension are unrelated features; shared onboarding/docs vocabulary is superficial." }, { "left": "pull_request:66169", "right": "pull_request:66543", "accept": false, "reason": "iMessage attributed-echo normalization and cron model-ID whitespace stripping address different data-cleanup bugs in unrelated domains." }, { "left": "pull_request:65575", "right": "pull_request:67290", "accept": false, "reason": "Chat live-region announcement behavior and duplicate usage-page header removal are unrelated UI changes." }, { "left": "pull_request:63807", "right": "pull_request:67095", "accept": false, "reason": "Gateway restart confirmation dialog work and Qiniu provider support are independent features with no shared underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 61, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63807", "pull_request:64669", "pull_request:64703", "pull_request:65555", "pull_request:65583", "pull_request:66062", "pull_request:66063", "pull_request:66067", "pull_request:66098", "pull_request:66156", "pull_request:66308", "pull_request:66329", "pull_request:66337", "pull_request:66364", "pull_request:66673", "pull_request:67037", "pull_request:67137", "pull_request:67290" ], "soft_pairs": [ "pull_request:66067|pull_request:66364", "pull_request:65555|pull_request:66329", "pull_request:67037|pull_request:67290", "pull_request:63807|pull_request:66098", "pull_request:65583|pull_request:66308", "pull_request:66062|pull_request:66337", "pull_request:64669|pull_request:66156", "pull_request:64703|pull_request:67137", "pull_request:63807|pull_request:66063", "pull_request:66308|pull_request:66673" ], "prepared_review_unit_hash": "27c0fff93988721c5d4f9614f1d866a5c26ae6f5d3d9e345aeaacddbdb76103d", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 42542, "estimated_input_tokens": 10636, "estimated_eval_tokens": 21528 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is mostly a false positive: the PRs span unrelated areas (i18n, codex context accounting, config parsing, skills, gateway/UI, cron, TUI, build, doctor, etc.). None of the soft pairs look like the same underlying bug or change, so no duplicate merges should be made.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "PR 63807 is the cleanest anchor only because it has an explicit issue target and a concrete feature change; there is no real single canonical PR for the whole heterogeneous cluster.", "best_issue_reason": null, "best_pr_reason": "If one PR must represent the cluster, 63807 is the most suitable by metadata and clarity, but the cluster is not a coherent duplicate set.", "soft_edge_verdicts": [ { "left": "pull_request:66067", "right": "pull_request:66364", "accept": false, "reason": "TUI thinking-fragment formatting vs bundling a subagent runtime sidecar; unrelated code paths and changes." }, { "left": "pull_request:65555", "right": "pull_request:66329", "accept": false, "reason": "A new crypto bot orchestrator skill is unrelated to Discord skill-status config recognition; different features and problems." }, { "left": "pull_request:67037", "right": "pull_request:67290", "accept": false, "reason": "Active-chat session reload suppression and removing a duplicate usage header are unrelated UI behaviors." }, { "left": "pull_request:63807", "right": "pull_request:66098", "accept": false, "reason": "Gateway restart confirmation dialog/i18n and respecting effective chat defaults are different fixes, not one underlying bug." }, { "left": "pull_request:65583", "right": "pull_request:66308", "accept": false, "reason": "Per-agent model optimization and caching catalog file reads are separate performance/features in different subsystems." }, { "left": "pull_request:66062", "right": "pull_request:66337", "accept": false, "reason": "Windows task parsing of setlocal directives is unrelated to gateway startup warmup model resolution." }, { "left": "pull_request:64669", "right": "pull_request:66156", "accept": false, "reason": "Cumulative token accounting in the Codex app server and exec completion history leak are distinct issues with different failure modes." }, { "left": "pull_request:64703", "right": "pull_request:67137", "accept": false, "reason": "Scientific-notation config parsing and optional-input trim handling are unrelated parser/UX fixes." }, { "left": "pull_request:63807", "right": "pull_request:66063", "accept": false, "reason": "Restart-confirmation dialog work is unrelated to guarding legacy cron jobs without state on startup." }, { "left": "pull_request:66308", "right": "pull_request:66673", "accept": false, "reason": "Doctor CPU-hang catalog caching and adding a remHarness probe are different doctor-related changes, not the same bug or mergeable PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 62, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62895", "pull_request:63636", "pull_request:63807", "pull_request:64109", "pull_request:64490", "pull_request:65004", "pull_request:65583", "pull_request:65979", "pull_request:66225", "pull_request:66304", "pull_request:66308", "pull_request:66310", "pull_request:66425", "pull_request:66543", "pull_request:66943", "pull_request:67037", "pull_request:67268", "pull_request:67535" ], "soft_pairs": [ "pull_request:65583|pull_request:67268", "pull_request:65979|pull_request:66308", "pull_request:63807|pull_request:67037", "pull_request:65004|pull_request:66225", "pull_request:66425|pull_request:66943", "pull_request:62895|pull_request:66304", "pull_request:64109|pull_request:66308", "pull_request:64490|pull_request:67535", "pull_request:63636|pull_request:66308", "pull_request:66310|pull_request:66543" ], "prepared_review_unit_hash": "774c25148c304af3f9d885c788e3adea27c298148b0d6ff7f4f64402ee6514f9", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41053, "estimated_input_tokens": 10264, "estimated_eval_tokens": 20784 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a broad similarity bucket of unrelated open PRs. The titles and diffs span separate subsystems and distinct bug fixes/features, so none of the soft edges look like true duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: the items are not one underlying change, just a loose set of similarly phrased fixes across different code paths.", "best_issue_reason": null, "best_pr_reason": "No single PR is a good cluster representative; each PR targets a different subsystem or bug, so picking one would misrepresent the set.", "soft_edge_verdicts": [ { "left": "pull_request:65583", "right": "pull_request:67268", "accept": false, "reason": "Different problems: per-agent model optimization vs clearing recovered auto-fallback overrides. They touch separate flows and are not mergeable as one PR." }, { "left": "pull_request:65979", "right": "pull_request:66308", "accept": false, "reason": "Cron job state normalization and catalog-file read caching are unrelated fixes in different modules." }, { "left": "pull_request:63807", "right": "pull_request:67037", "accept": false, "reason": "One adds a gateway restart confirmation dialog; the other changes chat/session reload behavior. Same broad UI area, but different code paths and bugs." }, { "left": "pull_request:65004", "right": "pull_request:66225", "accept": false, "reason": "Cron delivery NO_REPLY suppression and final-tag regex cleanup address unrelated parsing/delivery issues." }, { "left": "pull_request:66425", "right": "pull_request:66943", "accept": false, "reason": "Both add provider plugins, but for different providers and APIs (AstraFlow vs SenseAudio). Not the same underlying change." }, { "left": "pull_request:62895", "right": "pull_request:66304", "accept": false, "reason": "Status deep config-context preservation and approvals gateway timeout/default-error handling are separate fixes with no shared code-path bug." }, { "left": "pull_request:64109", "right": "pull_request:66308", "accept": false, "reason": "QA discovery import fallback and doctor CPU-hang prevention are distinct issues in different areas." }, { "left": "pull_request:64490", "right": "pull_request:67535", "accept": false, "reason": "Zsh completion escaping and update-command downgrade-copy wording are unrelated CLI changes." }, { "left": "pull_request:63636", "right": "pull_request:66308", "accept": false, "reason": "Malformed token estimation guarding and catalog-file caching fix different failures in different subsystems." }, { "left": "pull_request:66310", "right": "pull_request:66543", "accept": false, "reason": "Cron start null-guard for job.state and model-ID whitespace normalization are unrelated fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 63, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53259", "pull_request:63633", "pull_request:63906", "pull_request:64649", "pull_request:64669", "pull_request:64868", "pull_request:65398", "pull_request:65555", "pull_request:66007", "pull_request:66300", "pull_request:66305", "pull_request:66329", "pull_request:66331", "pull_request:66425", "pull_request:66447", "pull_request:66673", "pull_request:66808", "pull_request:67036" ], "soft_pairs": [ "pull_request:53259|pull_request:66329", "pull_request:64669|pull_request:66305", "pull_request:64868|pull_request:66331", "pull_request:66673|pull_request:66808", "pull_request:65398|pull_request:66447", "pull_request:65555|pull_request:66425", "pull_request:65555|pull_request:66300", "pull_request:63633|pull_request:63906", "pull_request:65555|pull_request:66007", "pull_request:64649|pull_request:67036" ], "prepared_review_unit_hash": "e1bcae3d95d7a57a3648d81656fa234f895f162d7bfcbd36ec3adbc83225401c", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 41504, "estimated_input_tokens": 10376, "estimated_eval_tokens": 21008 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "No soft edge looks like a true duplicate: the PRs span distinct fixes/features, and the apparent similarities are mostly superficial (shared subsystem, config surface, or test/docs changes).", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "PR 64868 is the broadest, most substantial change set in the group and the best single representative if one PR must anchor the cluster, but it is not a duplicate of the others.", "best_issue_reason": null, "best_pr_reason": "PR 64868 has the strongest standalone scope and review activity, making it the best overall representative among these unrelated PRs.", "soft_edge_verdicts": [ { "left": "pull_request:53259", "right": "pull_request:66329", "accept": false, "reason": "Both relate to Discord config, but one fixes elevated auth fallback and the other changes skill/config recognition for multi-account Discord; different bugs and code paths." }, { "left": "pull_request:64669", "right": "pull_request:66305", "accept": false, "reason": "One clamps run-state counters; the other briefly caches empty model catalogs. No shared underlying defect." }, { "left": "pull_request:64868", "right": "pull_request:66331", "accept": false, "reason": "Guardrails pre-tool-call authorization and per-agent TTS/STT overrides are unrelated features despite both touching config/schema code." }, { "left": "pull_request:66673", "right": "pull_request:66808", "accept": false, "reason": "A doctor probe for memory-core runtime and ZeroEntropy embeddings support are different memory-related changes, not the same bug or fix." }, { "left": "pull_request:65398", "right": "pull_request:66447", "accept": false, "reason": "Feishu groupPolicy/registration fixes and transcript replay synthetic-tool repair logic affect different subsystems and failure modes." }, { "left": "pull_request:65555", "right": "pull_request:66425", "accept": false, "reason": "A crypto-bot skill bundle and an AstraFlow provider plugin are both additions, but they are distinct integrations with no shared code-path issue." }, { "left": "pull_request:65555", "right": "pull_request:66300", "accept": false, "reason": "A bundled skill and a HEARTBEAT template docs cleanup are unrelated; the overlap is only that both touch packaged docs/assets." }, { "left": "pull_request:63633", "right": "pull_request:63906", "accept": false, "reason": "Both involve execution/proxy handling, but one adds Socks5ProxyAgent support and the other fixes native ELF execution on WSL; different concrete failures." }, { "left": "pull_request:65555", "right": "pull_request:66007", "accept": false, "reason": "A skill bundle and secretRef support for exa web search API key are unrelated changes in different areas." }, { "left": "pull_request:64649", "right": "pull_request:67036", "accept": false, "reason": "One fixes run-state accounting, the other filters leaked transcript rows in the UI; no common underlying bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 64, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53865", "pull_request:62417", "pull_request:62846", "pull_request:64344", "pull_request:64611", "pull_request:64649", "pull_request:64703", "pull_request:64842", "pull_request:65023", "pull_request:65583", "pull_request:66311", "pull_request:66425", "pull_request:66447", "pull_request:66819", "pull_request:66943", "pull_request:66966", "pull_request:67095", "pull_request:67290" ], "soft_pairs": [ "pull_request:64344|pull_request:64703", "pull_request:62846|pull_request:66966", "pull_request:62417|pull_request:65583", "pull_request:64611|pull_request:64842", "pull_request:66311|pull_request:67290", "pull_request:64703|pull_request:66819", "pull_request:53865|pull_request:66425", "pull_request:66943|pull_request:67095", "pull_request:64649|pull_request:64703", "pull_request:66447|pull_request:66819", "pull_request:65023|pull_request:66425" ], "prepared_review_unit_hash": "79a1787e87b37ac911a6e15ded4edae792d878931a2aa07fd0aa07be962df1a7", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 42409, "estimated_input_tokens": 10603, "estimated_eval_tokens": 21462 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is not a duplicate set: every soft pair spans different subsystems or unrelated changes, so all proposed edges should be rejected.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: the items are a heterogeneous mix of unrelated provider additions, auth/CLI fixes, UI tweaks, and runtime behavior changes.", "best_issue_reason": null, "best_pr_reason": "No single PR is a good cluster representative because there is no shared underlying bug or change across the set.", "soft_edge_verdicts": [ { "left": "pull_request:64344", "right": "pull_request:64703", "accept": false, "reason": "Secrets-audit ENV var handling is unrelated to config value scientific-notation parsing." }, { "left": "pull_request:62846", "right": "pull_request:66966", "accept": false, "reason": "Speech-provider registration via plugin metadata is unrelated to MCP streamable-http transport headers." }, { "left": "pull_request:62417", "right": "pull_request:65583", "accept": false, "reason": "Workspace file-management RPCs and per-agent model optimization are different features in different code paths." }, { "left": "pull_request:64611", "right": "pull_request:64842", "accept": false, "reason": "Heartbeat due-time clock skew and stale streaming-status cleanup are separate runtime behaviors." }, { "left": "pull_request:66311", "right": "pull_request:67290", "accept": false, "reason": "Tool-call card truncation styling and duplicate usage-page header removal are unrelated UI fixes." }, { "left": "pull_request:64703", "right": "pull_request:66819", "accept": false, "reason": "Numeric config parsing and nested Claude result JSON unwrapping are different parser concerns." }, { "left": "pull_request:53865", "right": "pull_request:66425", "accept": false, "reason": "These are separate provider plugins for different vendors; same broad area but not the same change." }, { "left": "pull_request:66943", "right": "pull_request:67095", "accept": false, "reason": "SenseAudio transcription support and Qiniu provider support are unrelated provider additions." }, { "left": "pull_request:64649", "right": "pull_request:64703", "accept": false, "reason": "Run-state-machine clamping and config-value scientific-notation parsing do not share a code path or bug." }, { "left": "pull_request:66447", "right": "pull_request:66819", "accept": false, "reason": "Replay synthetic tool-repair logic and nested Claude result JSON handling are distinct transcript/CLI behaviors." }, { "left": "pull_request:65023", "right": "pull_request:66425", "accept": false, "reason": "Google GenAI authentication flow and AstraFlow provider onboarding are separate provider integrations." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 65, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:64066", "pull_request:64623", "pull_request:64649", "pull_request:64669", "pull_request:64720", "pull_request:64907", "pull_request:65555", "pull_request:65855", "pull_request:66098", "pull_request:66117", "pull_request:66188", "pull_request:66300", "pull_request:66310", "pull_request:66322", "pull_request:67037", "pull_request:67095", "pull_request:67443" ], "soft_pairs": [ "pull_request:64649|pull_request:67443", "pull_request:64669|pull_request:66098", "pull_request:66117|pull_request:66188", "pull_request:65855|pull_request:66310", "pull_request:64907|pull_request:66322", "pull_request:64623|pull_request:66300", "pull_request:65555|pull_request:66322", "pull_request:64720|pull_request:67037", "pull_request:65555|pull_request:67095", "pull_request:64066|pull_request:65555" ], "prepared_review_unit_hash": "4d586a9db7edfb0ab0df478db0147eee56e9092a086ce6ff02d8c972e74ad0c5", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 36721, "estimated_input_tokens": 9181, "estimated_eval_tokens": 18618 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the PRs span unrelated changes across channel extensions, packaging, security, UI behavior, docs, and provider support. None of the soft pairs look like the same underlying bug/change, so there is no meaningful duplicate canonicalization inside this set.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:64649", "right": "pull_request:67443", "accept": false, "reason": "Both touch status/run-like logic, but one is a test for run-state clamping and the other is model/context-token resolution. Different code paths and unrelated fixes." }, { "left": "pull_request:64669", "right": "pull_request:66098", "accept": false, "reason": "One fixes Codex app-server token accounting; the other fixes web UI chat defaults. Different subsystems and different symptoms." }, { "left": "pull_request:66117", "right": "pull_request:66188", "accept": false, "reason": "Both are messaging-related, but one restores WhatsApp media attachment support while the other prevents Telegram internal-message leakage. Not the same bug or change." }, { "left": "pull_request:65855", "right": "pull_request:66310", "accept": false, "reason": "Both mention guardrails/null safety, but one is channel-contract/labeler maintenance for qqbot/synology-chat and the other is a cron job state guard. Unrelated." }, { "left": "pull_request:64907", "right": "pull_request:66322", "accept": false, "reason": "Plugin SDK tool-result hook work vs TUI thinking-block formatting. Different layers and no shared concrete defect." }, { "left": "pull_request:64623", "right": "pull_request:66300", "accept": false, "reason": "Package manifest inclusion for qa/scenarios is unrelated to removing code fences from a HEARTBEAT template." }, { "left": "pull_request:65555", "right": "pull_request:66322", "accept": false, "reason": "A bundled crypto-bot skill and TUI thinking formatting are unrelated; only superficial overlap in being content/docs-ish changes." }, { "left": "pull_request:64720", "right": "pull_request:67037", "accept": false, "reason": "One applies external content protection to channel message bodies; the other skips chat-history reloads during active chat. Both are chat-adjacent but fix different code paths." }, { "left": "pull_request:65555", "right": "pull_request:67095", "accept": false, "reason": "Both are new integrations/providers, but one is a crypto-bot skill and the other is Qiniu provider support. Different artifacts and functionality." }, { "left": "pull_request:64066", "right": "pull_request:65555", "accept": false, "reason": "Roam channel extension and crypto-bot skill are separate integrations with no shared underlying bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 66, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53595", "pull_request:53715", "pull_request:64703", "pull_request:65555", "pull_request:65592", "pull_request:66023", "pull_request:66067", "pull_request:66259", "pull_request:66300", "pull_request:66310", "pull_request:66311", "pull_request:66322", "pull_request:66425", "pull_request:66543", "pull_request:66673", "pull_request:66955", "pull_request:67095", "pull_request:67146" ], "soft_pairs": [ "pull_request:66023|pull_request:66673", "pull_request:66300|pull_request:66322", "pull_request:53715|pull_request:64703", "pull_request:66067|pull_request:66311", "pull_request:66543|pull_request:67146", "pull_request:66425|pull_request:66955", "pull_request:66259|pull_request:66310", "pull_request:65555|pull_request:66673", "pull_request:65592|pull_request:67095", "pull_request:53595|pull_request:67095" ], "prepared_review_unit_hash": "4a307199334b48768b37b8d2aa7e2fb4a915b2b0becd5b433cc75ad64f02a042", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 10, "serialized_chars": 38657, "estimated_input_tokens": 9665, "estimated_eval_tokens": 19586 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab-bag of unrelated PRs across providers, cron, TUI formatting, memory, docs, and agent behavior. No soft pair appears to fix the same underlying bug/change, so all soft-edge links should be rejected.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53715 is the strongest canonical representative: it is merged, explicitly issue-linked, and a narrowly scoped fix with a clear code-path change.", "best_issue_reason": null, "best_pr_reason": "PR #53715 is the best overall PR choice for the cluster because it is the most mature and self-contained change, with the clearest tie to a concrete bug fix.", "soft_edge_verdicts": [ { "left": "pull_request:66023", "right": "pull_request:66673", "accept": false, "reason": "Different subsystems and problems: cron job IDs vs memory-core doctor/probe plumbing. No shared bug or mergeable single change." }, { "left": "pull_request:66300", "right": "pull_request:66322", "accept": false, "reason": "Unrelated documentation-template cleanup vs TUI thinking-text formatting behavior. Same general area of docs/UI only at a very broad level." }, { "left": "pull_request:53715", "right": "pull_request:64703", "accept": false, "reason": "Different fixes in different areas: message-tool schema optionality vs config parsing of scientific notation. No same code-path problem." }, { "left": "pull_request:66067", "right": "pull_request:66311", "accept": false, "reason": "Both touch chat-related output, but one fixes thinking-text spacing while the other changes tool-card CSS truncation. Not the same underlying bug." }, { "left": "pull_request:66543", "right": "pull_request:67146", "accept": false, "reason": "Cron job normalization of model IDs is unrelated to reapplying compaction settings after resource-loader reload in agents." }, { "left": "pull_request:66425", "right": "pull_request:66955", "accept": false, "reason": "Both add provider plugins, but they are separate providers with different integrations, APIs, and runtime concerns." }, { "left": "pull_request:66259", "right": "pull_request:66310", "accept": false, "reason": "QMD compatibility flag ordering and cron start null-guard are unrelated fixes in different modules." }, { "left": "pull_request:65555", "right": "pull_request:66673", "accept": false, "reason": "Crypto-bot orchestrator skill addition is unrelated to the memory-core doctor/probe feature." }, { "left": "pull_request:65592", "right": "pull_request:67095", "accept": false, "reason": "Different provider onboarding/support changes for different services; not the same concrete code-path problem." }, { "left": "pull_request:53595", "right": "pull_request:67095", "accept": false, "reason": "Separate provider features for different integrations. Sharing the broad 'provider' theme is not enough to merge them as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 67, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:62417", "pull_request:64649", "pull_request:65266", "pull_request:65555", "pull_request:65592", "pull_request:66110", "pull_request:66259", "pull_request:66304", "pull_request:66329", "pull_request:66331", "pull_request:66824", "pull_request:66943", "pull_request:66960", "pull_request:66966", "pull_request:67146", "pull_request:67451", "pull_request:67583" ], "soft_pairs": [ "pull_request:65266|pull_request:65592", "pull_request:64649|pull_request:66966", "pull_request:65592|pull_request:66960", "pull_request:66110|pull_request:66259", "pull_request:65592|pull_request:67583", "pull_request:65592|pull_request:67451", "pull_request:62417|pull_request:66331", "pull_request:65555|pull_request:66943", "pull_request:66304|pull_request:66824", "pull_request:66329|pull_request:67146" ], "prepared_review_unit_hash": "2c97a65936db2d13ec155e5008428204ce893f4d18a5bf3a840449bf9cfc60e8", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 40561, "estimated_input_tokens": 10141, "estimated_eval_tokens": 20538 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a heterogeneous cluster of unrelated feature/fix pull requests. All soft-edge candidates are false positives based on broad lexical similarity rather than the same underlying change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR; the items span unrelated fixes/features with no shared underlying change.", "best_issue_reason": null, "best_pr_reason": "No single PR is a good cluster representative for duplicate triage because the cluster is heterogeneous.", "soft_edge_verdicts": [ { "left": "pull_request:65266", "right": "pull_request:65592", "accept": false, "reason": "Different areas and goals: itplug/Telegram setup vs SearxNG onboarding note." }, { "left": "pull_request:64649", "right": "pull_request:66966", "accept": false, "reason": "Unrelated code paths: run state machine test clamp vs MCP streamable-http Accept header." }, { "left": "pull_request:65592", "right": "pull_request:66960", "accept": false, "reason": "One is SearxNG onboarding guidance; the other is a dependency/version bump." }, { "left": "pull_request:66110", "right": "pull_request:66259", "accept": false, "reason": "Logging root overrides and qmd compatibility flags are separate fixes." }, { "left": "pull_request:65592", "right": "pull_request:67583", "accept": false, "reason": "SearxNG setup note and Yuanbao plugin are unrelated changes." }, { "left": "pull_request:65592", "right": "pull_request:67451", "accept": false, "reason": "Different subsystems: search onboarding vs WhatsApp target normalization." }, { "left": "pull_request:62417", "right": "pull_request:66331", "accept": false, "reason": "Workspace file-management RPCs and per-agent TTS/STT overrides are distinct agent features." }, { "left": "pull_request:65555", "right": "pull_request:66943", "accept": false, "reason": "Separate new extensions/providers with no shared bug or code path." }, { "left": "pull_request:66304", "right": "pull_request:66824", "accept": false, "reason": "Approvals timeout/error handling is unrelated to command auth seam refactoring." }, { "left": "pull_request:66329", "right": "pull_request:67146", "accept": false, "reason": "Discord config recognition and compaction-setting reapplication fix different problems." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 68, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53595", "pull_request:63633", "pull_request:64066", "pull_request:64344", "pull_request:64355", "pull_request:64611", "pull_request:64958", "pull_request:65266", "pull_request:65583", "pull_request:66259", "pull_request:66304", "pull_request:66321", "pull_request:66329", "pull_request:66364", "pull_request:66425", "pull_request:66899", "pull_request:66943", "pull_request:66955" ], "soft_pairs": [ "pull_request:53595|pull_request:66425", "pull_request:63633|pull_request:64611", "pull_request:64066|pull_request:66425", "pull_request:66304|pull_request:66329", "pull_request:64344|pull_request:66329", "pull_request:65583|pull_request:66259", "pull_request:64066|pull_request:66943", "pull_request:64611|pull_request:66364", "pull_request:64611|pull_request:66321", "pull_request:66899|pull_request:66955", "pull_request:65266|pull_request:66259", "pull_request:66304|pull_request:66321", "pull_request:64355|pull_request:66259", "pull_request:64958|pull_request:66955" ], "prepared_review_unit_hash": "0c636aa6dfc07fb7ad2afb21e203893c4eed86f73d484638cd3e43dac6034e92", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 14, "serialized_chars": 44357, "estimated_input_tokens": 11090, "estimated_eval_tokens": 22436 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is a grab bag of unrelated PRs across providers, channels, infra, docs, and bugfixes. None of the soft-pair candidates look like the same underlying change, so there is no duplicate/mergeable grouping here.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR fits: the items are mostly unrelated feature additions and bug fixes with no shared concrete code-path problem.", "best_issue_reason": null, "best_pr_reason": "No PR is a good global representative because the cluster is heterogeneous rather than a duplicate set.", "soft_edge_verdicts": [ { "left": "pull_request:53595", "right": "pull_request:66425", "accept": false, "reason": "Both are provider/plugin feature additions, but for different providers and code paths; shared dependency files are incidental." }, { "left": "pull_request:63633", "right": "pull_request:64611", "accept": false, "reason": "Telegram proxy support and heartbeat task clock-skew handling are unrelated subsystems and bugs." }, { "left": "pull_request:64066", "right": "pull_request:66425", "accept": false, "reason": "Roam channel integration and AstraFlow provider integration are distinct features with no common underlying change." }, { "left": "pull_request:66304", "right": "pull_request:66329", "accept": false, "reason": "Approvals timeout/error handling and Discord multi-account config affect different logic and solve different problems." }, { "left": "pull_request:64344", "right": "pull_request:66329", "accept": false, "reason": "Secret-audit env-var migration handling is unrelated to Discord skill-status config detection." }, { "left": "pull_request:65583", "right": "pull_request:66259", "accept": false, "reason": "Per-agent model optimization and QMD compatibility flags are separate concerns with no shared bug or code path." }, { "left": "pull_request:64066", "right": "pull_request:66943", "accept": false, "reason": "Roam channel extension and SenseAudio transcription provider are unrelated plugin implementations." }, { "left": "pull_request:64611", "right": "pull_request:66364", "accept": false, "reason": "Heartbeat due calculation and shipping a runtime sidecar are unrelated changes." }, { "left": "pull_request:64611", "right": "pull_request:66321", "accept": false, "reason": "Heartbeat task scheduling logic and macOS health-state UI behavior are different code paths and issues." }, { "left": "pull_request:66899", "right": "pull_request:66955", "accept": false, "reason": "San Diego STRO lookup and SenseAudio music-generation provider are different plugins, not the same underlying change." }, { "left": "pull_request:65266", "right": "pull_request:66259", "accept": false, "reason": "The deployment/Telegram/UI bundle PR is unrelated to QMD collection compatibility behavior." }, { "left": "pull_request:66304", "right": "pull_request:66321", "accept": false, "reason": "Approvals timeout messaging and macOS health status are unrelated fixes." }, { "left": "pull_request:64355", "right": "pull_request:66259", "accept": false, "reason": "Campfire channel integration and QMD compatibility changes do not share a code path or bug." }, { "left": "pull_request:64958", "right": "pull_request:66955", "accept": false, "reason": "Both touch audio-related plugins, but they implement different capabilities (TTS vs music generation) and are not mergeable as one fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 69, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53585", "pull_request:53595", "pull_request:53940", "pull_request:62417", "pull_request:62431", "pull_request:63407", "pull_request:63807", "pull_request:64344", "pull_request:64669", "pull_request:65555", "pull_request:66152", "pull_request:66214", "pull_request:66300", "pull_request:66304", "pull_request:66310", "pull_request:66311", "pull_request:66329", "pull_request:66899" ], "soft_pairs": [ "pull_request:66311|pull_request:66329", "pull_request:66300|pull_request:66304", "pull_request:62417|pull_request:63807", "pull_request:62431|pull_request:65555", "pull_request:53585|pull_request:53940", "pull_request:53595|pull_request:66899", "pull_request:66152|pull_request:66214", "pull_request:63407|pull_request:66310", "pull_request:64344|pull_request:64669" ], "prepared_review_unit_hash": "a799e25ad195b2cd4dd16d076c98f18c40cc4703021bb780349caba2f4e0bd78", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 9, "serialized_chars": 37682, "estimated_input_tokens": 9421, "estimated_eval_tokens": 19098 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All candidate soft pairs are false positives: they share broad tooling/UX themes at most, but each PR fixes a different concrete problem in a different path. No issues are present, and there is no single duplicate cluster here.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "No issue artifact exists, and none of the PRs are duplicates of each other. If a representative PR must be chosen, PR #53940 is the strongest standalone fix because it is a merged, concrete gateway bugfix with an explicit changelog/issue-style description.", "best_issue_reason": null, "best_pr_reason": "PR #53940 is the best standalone representative among this set: it is a merged, narrowly scoped fix with clear behavior change and tests. That said, it is not a duplicate of the other PRs.", "soft_edge_verdicts": [ { "left": "pull_request:66311", "right": "pull_request:66329", "accept": false, "reason": "Different bugs in different subsystems: CSS truncation for tool cards vs Discord config recognition in skill status." }, { "left": "pull_request:66300", "right": "pull_request:66304", "accept": false, "reason": "Shared template/file name is incidental; one is a HEARTBEAT.md doc cleanup, the other is an approvals timeout fix in CLI/gateway code." }, { "left": "pull_request:62417", "right": "pull_request:63807", "accept": false, "reason": "Both touch gateway/UI areas, but one adds workspace file-management RPCs and the other adds a restart confirmation dialog. Different changes, not the same bug." }, { "left": "pull_request:62431", "right": "pull_request:65555", "accept": false, "reason": "Unrelated changes: Docker apt package env-var preference vs a new crypto-bot-binance skill plugin." }, { "left": "pull_request:53585", "right": "pull_request:53940", "accept": false, "reason": "Different concerns: coding-agent background-process wording vs gateway restart sentinel wake/routing behavior." }, { "left": "pull_request:53595", "right": "pull_request:66899", "accept": false, "reason": "Both are feature additions, but they add entirely different skills/plugins with different APIs and purpose." }, { "left": "pull_request:66152", "right": "pull_request:66214", "accept": false, "reason": "Plugin schema addition vs restoring an exported helper for backward compatibility; unrelated code paths." }, { "left": "pull_request:63407", "right": "pull_request:66310", "accept": false, "reason": "Podman browser-install wiring is unrelated to the cron job state null-guard." }, { "left": "pull_request:64344", "right": "pull_request:64669", "accept": false, "reason": "Secrets audit classification change and Codex token-usage accounting fix are separate problems with no shared code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 70, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53401", "pull_request:53449", "pull_request:53711", "pull_request:54040", "pull_request:62431", "pull_request:63407", "pull_request:63502", "pull_request:64066", "pull_request:64344", "pull_request:64958", "pull_request:66152", "pull_request:66329", "pull_request:66425", "pull_request:66899", "pull_request:66943", "pull_request:67095", "pull_request:67451" ], "soft_pairs": [ "pull_request:53401|pull_request:53711", "pull_request:64344|pull_request:67451", "pull_request:53401|pull_request:54040", "pull_request:66152|pull_request:66329", "pull_request:53449|pull_request:54040", "pull_request:64958|pull_request:67095", "pull_request:63407|pull_request:64958", "pull_request:66899|pull_request:66943", "pull_request:63502|pull_request:66152", "pull_request:64958|pull_request:66425", "pull_request:64066|pull_request:64958", "pull_request:62431|pull_request:64958", "pull_request:64958|pull_request:66943" ], "prepared_review_unit_hash": "f753289a484ddcf3c38543f94c154208bbe0dea8f2f6fb3a1059a8b7693873c8", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 13, "serialized_chars": 40365, "estimated_input_tokens": 10092, "estimated_eval_tokens": 20440 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "All candidate pairs are false positives: they share broad themes at most, but each PR targets a different code path, feature, or subsystem. No pair looks like the same underlying bug/change, so none should be merged as duplicates.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:53401", "right": "pull_request:53711", "accept": false, "reason": "Schema config addition for web fetch max bytes vs Discord REST proxy wiring; different subsystems and fixes." }, { "left": "pull_request:64344", "right": "pull_request:67451", "accept": false, "reason": "Secrets audit reporting change vs WhatsApp target normalization; unrelated code paths and behaviors." }, { "left": "pull_request:53401", "right": "pull_request:54040", "accept": false, "reason": "Both touch web-search-adjacent code, but one adds a config setting and the other localizes a cache; not the same bug/change." }, { "left": "pull_request:66152", "right": "pull_request:66329", "accept": false, "reason": "Memory-core dreaming schema vs Discord multi-account skill checks; different feature areas and concrete fixes." }, { "left": "pull_request:53449", "right": "pull_request:54040", "accept": false, "reason": "Gemini web-search proxy support vs shared cache encapsulation; separate changes despite both involving web-search." }, { "left": "pull_request:64958", "right": "pull_request:67095", "accept": false, "reason": "Gradium TTS provider vs Qiniu provider support; different providers and independent integrations." }, { "left": "pull_request:63407", "right": "pull_request:64958", "accept": false, "reason": "Podman build-arg wiring vs Gradium TTS plugin; no shared code path or underlying issue." }, { "left": "pull_request:66899", "right": "pull_request:66943", "accept": false, "reason": "Two new plugins, but one is STRO license lookup and the other is audio transcription; unrelated functionality." }, { "left": "pull_request:63502", "right": "pull_request:66152", "accept": false, "reason": "Memory-lancedb cloud storage options vs memory-core dreaming config; both memory-related but different features and schemas." }, { "left": "pull_request:64958", "right": "pull_request:66425", "accept": false, "reason": "Gradium TTS integration vs AstraFlow provider plugin; different provider backends and change sets." }, { "left": "pull_request:64066", "right": "pull_request:64958", "accept": false, "reason": "Roam channel extension vs Gradium TTS; entirely different extension domains." }, { "left": "pull_request:62431", "right": "pull_request:64958", "accept": false, "reason": "Docker image package-arg preference vs Gradium provider work; unrelated infrastructure and product areas." }, { "left": "pull_request:64958", "right": "pull_request:66943", "accept": false, "reason": "Gradium TTS and SenseAudio transcription are both media providers, but they implement different capabilities and cannot plausibly be one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 71, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53280", "pull_request:53296", "pull_request:53383", "pull_request:53401", "pull_request:53420", "pull_request:53499", "pull_request:53561", "pull_request:53603", "pull_request:53651", "pull_request:53711", "pull_request:53930", "pull_request:53940", "pull_request:53972", "pull_request:54028", "pull_request:54040", "pull_request:63502", "pull_request:64958", "pull_request:66188" ], "soft_pairs": [ "pull_request:53603|pull_request:66188", "pull_request:53401|pull_request:53420", "pull_request:53296|pull_request:64958", "pull_request:53930|pull_request:63502", "pull_request:53401|pull_request:53603", "pull_request:53651|pull_request:53930", "pull_request:53280|pull_request:53401", "pull_request:53420|pull_request:53940", "pull_request:53499|pull_request:54028", "pull_request:53711|pull_request:53940", "pull_request:53296|pull_request:53972", "pull_request:53383|pull_request:54040", "pull_request:53383|pull_request:53711", "pull_request:53383|pull_request:53420", "pull_request:53383|pull_request:53603", "pull_request:53930|pull_request:54040", "pull_request:53296|pull_request:53420", "pull_request:53603|pull_request:54028", "pull_request:53383|pull_request:53561", "pull_request:53651|pull_request:54040", "pull_request:54028|pull_request:54040", "pull_request:53940|pull_request:54040", "pull_request:53561|pull_request:53711", "pull_request:53651|pull_request:53711" ], "prepared_review_unit_hash": "573ade0bffa940579aebd2bbc0210124fbb607368f716e305b82cd8c5867e9f6", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 24, "serialized_chars": 44080, "estimated_input_tokens": 11020, "estimated_eval_tokens": 22296 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These PRs are a loose topical mix, not a duplicate cluster. Most are unrelated feature/docs/infra changes, and the soft edges do not share the same concrete bug or code path.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53940 is the strongest single representative: it is a merged, concrete bug fix with a clear runtime impact and multiple coordinated code-path changes. The rest are mostly unrelated or narrower changes.", "best_issue_reason": null, "best_pr_reason": "#53940 has the clearest end-to-end fix and the most substantial evidence of a single underlying problem; it is the best representative PR in this set.", "soft_edge_verdicts": [ { "left": "pull_request:53603", "right": "pull_request:66188", "accept": false, "reason": "Both involve internal/thinking content, but one changes provider capability policy and the other changes Telegram filtering. Different layers and different bugs." }, { "left": "pull_request:53401", "right": "pull_request:53420", "accept": false, "reason": "Schema/config docs versus media file permissions after rename. No shared underlying issue." }, { "left": "pull_request:53296", "right": "pull_request:64958", "accept": false, "reason": "MinerU document extraction skill and Gradium TTS integration are unrelated features in different domains." }, { "left": "pull_request:53930", "right": "pull_request:63502", "accept": false, "reason": "Both touch memory-related code, but one enforces namespace integrity and the other adds cloud storage support. Different changes and failure modes." }, { "left": "pull_request:53401", "right": "pull_request:53603", "accept": false, "reason": "Config schema addition versus provider capability behavior. Not the same bug or change." }, { "left": "pull_request:53651", "right": "pull_request:53930", "accept": false, "reason": "Web chat refresh persistence and namespace-integrity memory writes are unrelated subsystems." }, { "left": "pull_request:53280", "right": "pull_request:53401", "accept": false, "reason": "Control-plane compatibility work and config schema generation are unrelated." }, { "left": "pull_request:53420", "right": "pull_request:53940", "accept": false, "reason": "Media file mode normalization and gateway restart wake/routing are different code paths and problems." }, { "left": "pull_request:53499", "right": "pull_request:54028", "accept": false, "reason": "Chinese README creation versus American-English spelling cleanup. Both are docs-focused but not the same change." }, { "left": "pull_request:53711", "right": "pull_request:53940", "accept": false, "reason": "Discord proxy routing and gateway restart sentinel behavior are unrelated fixes." }, { "left": "pull_request:53930", "right": "pull_request:54040", "accept": false, "reason": "Namespace integrity enforcement and web-search cache localization do not address the same issue." }, { "left": "pull_request:53383", "right": "pull_request:54040", "accept": false, "reason": "Zsh completion directive fix versus web-search cache hiding. Different files, different bugs." }, { "left": "pull_request:53383", "right": "pull_request:53711", "accept": false, "reason": "Completion-script zsh fix and Discord REST proxying are unrelated." }, { "left": "pull_request:53383", "right": "pull_request:53420", "accept": false, "reason": "CLI completion formatting and media file permissions are unrelated." }, { "left": "pull_request:53383", "right": "pull_request:53603", "accept": false, "reason": "Shell completion and provider thinking-block handling are unrelated changes." }, { "left": "pull_request:53930", "right": "pull_request:54040", "accept": false, "reason": "Memory namespace checks and search-cache localization are different concerns with no shared bug path." }, { "left": "pull_request:53296", "right": "pull_request:53420", "accept": false, "reason": "Document extraction skill and media file permission fix are unrelated." }, { "left": "pull_request:53603", "right": "pull_request:54028", "accept": false, "reason": "Provider capability policy and spelling cleanup in docs/tests/comments are unrelated." }, { "left": "pull_request:53383", "right": "pull_request:53561", "accept": false, "reason": "Zsh completion output formatting and gateway handshake timeout are unrelated." }, { "left": "pull_request:53651", "right": "pull_request:54040", "accept": false, "reason": "Chat history persistence and web-search cache localization are different web app concerns." }, { "left": "pull_request:54028", "right": "pull_request:54040", "accept": false, "reason": "Spelling cleanup and cache localization are not the same change." }, { "left": "pull_request:53940", "right": "pull_request:54040", "accept": false, "reason": "Gateway restart/session wake logic and web-search cache visibility are unrelated." }, { "left": "pull_request:53561", "right": "pull_request:53711", "accept": false, "reason": "Handshake timeout behavior and Discord proxy routing are separate gateway/client issues." }, { "left": "pull_request:53651", "right": "pull_request:53711", "accept": false, "reason": "Web chat refresh recovery and Discord outbound proxying are unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 72, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53280", "pull_request:53296", "pull_request:53348", "pull_request:53391", "pull_request:53420", "pull_request:53449", "pull_request:53561", "pull_request:53603", "pull_request:53651", "pull_request:53711", "pull_request:53930", "pull_request:53940", "pull_request:53972", "pull_request:54028", "pull_request:54040", "pull_request:63502", "pull_request:64958" ], "soft_pairs": [ "pull_request:53711|pull_request:54028", "pull_request:53420|pull_request:53561", "pull_request:53420|pull_request:53651", "pull_request:53420|pull_request:54028", "pull_request:53561|pull_request:53603", "pull_request:53603|pull_request:53651", "pull_request:53449|pull_request:53711", "pull_request:53296|pull_request:63502", "pull_request:53280|pull_request:53930", "pull_request:53280|pull_request:53296", "pull_request:53280|pull_request:53940", "pull_request:53348|pull_request:53930", "pull_request:53391|pull_request:54040", "pull_request:53449|pull_request:64958", "pull_request:53280|pull_request:53449", "pull_request:53449|pull_request:53972", "pull_request:53280|pull_request:63502", "pull_request:53972|pull_request:63502" ], "prepared_review_unit_hash": "42aa7f086c80fbf30e130757269c9a2eabed08c92804158c18c2959f48771b72", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 18, "serialized_chars": 38911, "estimated_input_tokens": 9728, "estimated_eval_tokens": 19712 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous: the PRs span unrelated fixes/features across gateway, media storage, webchat, providers, docs, CI, and extensions. None of the soft-edge pairs look like the same underlying bug or change, so all pairwise duplicate candidates should be rejected.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "Choose pull_request:53940 as the best representative PR: it is a merged, clearly scoped gateway bug fix with concrete runtime/code-path changes and tests, and it is the most production-relevant artifact in an otherwise unrelated set.", "best_issue_reason": null, "best_pr_reason": "pull_request:53940 is the strongest standalone PR here because it targets one specific failure mode, includes supporting tests, and has already been merged.", "soft_edge_verdicts": [ { "left": "pull_request:53711", "right": "pull_request:54028", "accept": false, "reason": "Discord REST proxy wiring is unrelated to a docs/test/comment spelling cleanup; no shared code path or bug." }, { "left": "pull_request:53420", "right": "pull_request:53561", "accept": false, "reason": "Media file mode normalization after rename is unrelated to gateway connect handshake timeout handling." }, { "left": "pull_request:53420", "right": "pull_request:53651", "accept": false, "reason": "Media file permissions after rename and webchat refresh persistence are different subsystems and problems." }, { "left": "pull_request:53420", "right": "pull_request:54028", "accept": false, "reason": "Media storage chmod fix is unrelated to spelling/doc/comment edits." }, { "left": "pull_request:53561", "right": "pull_request:53603", "accept": false, "reason": "Gateway handshake timeout and provider thinking-block behavior are different code paths and bugs." }, { "left": "pull_request:53603", "right": "pull_request:53651", "accept": false, "reason": "Uniform thinking-block dropping in agents is unrelated to chat history/queue restoration in the UI." }, { "left": "pull_request:53449", "right": "pull_request:53711", "accept": false, "reason": "Both mention proxying, but Gemini web search proxying and Discord REST proxy routing are distinct integrations and failure modes." }, { "left": "pull_request:53296", "right": "pull_request:63502", "accept": false, "reason": "MinerU skill addition and memory-lancedb cloud storage support are unrelated feature additions." }, { "left": "pull_request:53280", "right": "pull_request:53930", "accept": false, "reason": "Control-plane compatibility edits and namespace-integrity enforcement are unrelated changes affecting different layers." }, { "left": "pull_request:53280", "right": "pull_request:53296", "accept": false, "reason": "Control-plane compatibility work and a document-extraction skill add are unrelated domains." }, { "left": "pull_request:53280", "right": "pull_request:53940", "accept": false, "reason": "Agent-bot compatibility plumbing is unrelated to the gateway restart-sentinel wake/routing fix." }, { "left": "pull_request:53348", "right": "pull_request:53930", "accept": false, "reason": "DeepSeek provider docs/labeling updates are unrelated to namespace integrity enforcement for memory writes." }, { "left": "pull_request:53391", "right": "pull_request:54040", "accept": false, "reason": "Long exec-approval UI containment and shared web-search cache localization are different issues in different layers." }, { "left": "pull_request:53449", "right": "pull_request:64958", "accept": false, "reason": "Gemini web-search proxying and Gradium TTS integration are unrelated provider features." }, { "left": "pull_request:53280", "right": "pull_request:53449", "accept": false, "reason": "OpenClaw control-plane compatibility changes and Gemini web-search proxy support do not fix the same code path." }, { "left": "pull_request:53449", "right": "pull_request:53972", "accept": false, "reason": "Gemini proxying and Android CI setup are unrelated; one is runtime feature work, the other is build automation." }, { "left": "pull_request:53280", "right": "pull_request:63502", "accept": false, "reason": "Control-plane compatibility edits and cloud storage support in memory-lancedb are unrelated." }, { "left": "pull_request:53972", "right": "pull_request:63502", "accept": false, "reason": "Android build workflow addition and memory-lancedb storage options are unrelated changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 73, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53367", "pull_request:53754", "pull_request:65004", "pull_request:65016", "pull_request:65575", "pull_request:65633", "pull_request:65648", "pull_request:65655", "pull_request:65833", "pull_request:66007", "pull_request:66063", "pull_request:66300", "pull_request:66303", "pull_request:66310", "pull_request:66716", "pull_request:66764", "pull_request:67424" ], "soft_pairs": [ "pull_request:66716|pull_request:66764", "pull_request:65648|pull_request:65655", "pull_request:53367|pull_request:53754", "pull_request:66300|pull_request:66303", "pull_request:65575|pull_request:67424", "pull_request:65633|pull_request:67424", "pull_request:65575|pull_request:65633", "pull_request:65004|pull_request:65016", "pull_request:65833|pull_request:66007", "pull_request:66063|pull_request:66310" ], "prepared_review_unit_hash": "aadbf501b6e78e52dd379b7de3afae7690d3f80f992e6bdf85c210f2c4b120a4", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 10, "serialized_chars": 34900, "estimated_input_tokens": 8725, "estimated_eval_tokens": 17706 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items split into several independent duplicate pairs (auth snapshots, cron NO_REPLY handling, chat accessibility, Mattermost slash hardening, Exa SecretRef, cron startup guard, HEARTBEAT template cleanup, and memory compaction). There isn\u2019t one single underlying change across the whole set, so no global canonical PR stands out.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR across the full set: the input is a collection of separate duplicate pairs targeting different issues and code paths.", "best_issue_reason": null, "best_pr_reason": "No single best PR globally; each duplicate pair has its own strongest representative, and the set does not cohere into one change.", "soft_edge_verdicts": [ { "left": "pull_request:66716", "right": "pull_request:66764", "accept": true, "reason": "Same issue target (#66520) and same memory-compaction code path; one is the implementation/test follow-up to the other, so they look like the same fix family." }, { "left": "pull_request:65648", "right": "pull_request:65655", "accept": true, "reason": "Both harden Mattermost native slash command callbacks against the same callback-auth problem, touching the same slash HTTP/state code and plausibly mergeable into one PR." }, { "left": "pull_request:53367", "right": "pull_request:53754", "accept": true, "reason": "Same auth-profile snapshot staleness bug in the same store/runtime code; one PR adds the stale-snapshot invalidation behavior and the other validates it with tests." }, { "left": "pull_request:66300", "right": "pull_request:66303", "accept": true, "reason": "Exact same HEARTBEAT.md template fence cleanup in the same file; these are duplicate documentation-only edits." }, { "left": "pull_request:65575", "right": "pull_request:67424", "accept": true, "reason": "Both address the same chat screen-reader announcement issue during streaming, differing only in the accessibility mechanism used to suppress announcements." }, { "left": "pull_request:65633", "right": "pull_request:67424", "accept": true, "reason": "Same chat-thread announcement bug in the same UI view; both are alternate fixes for suppressing announcements while streaming." }, { "left": "pull_request:65575", "right": "pull_request:65633", "accept": true, "reason": "Both target the same chat accessibility bug and modify the same chat view, with different implementations of the same underlying fix." }, { "left": "pull_request:65004", "right": "pull_request:65016", "accept": true, "reason": "Both address the trailing NO_REPLY / announce-delivery problem on the same cron delivery path and could plausibly be combined into one PR." }, { "left": "pull_request:65833", "right": "pull_request:66007", "accept": true, "reason": "Same Exa web-search SecretRef feature; one updates the registry entry and the other updates docs/contract plumbing for the same target." }, { "left": "pull_request:66063", "right": "pull_request:66310", "accept": true, "reason": "Same cron startup bug involving jobs missing state; one adds the defensive guard and the other adds the regression test around that exact code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 74, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53451", "pull_request:53479", "pull_request:53662", "pull_request:63547", "pull_request:63557", "pull_request:63656", "pull_request:63793", "pull_request:64548", "pull_request:65295", "pull_request:65301", "pull_request:65606", "pull_request:66067", "pull_request:66322", "pull_request:66709", "pull_request:66715", "pull_request:67365", "pull_request:67447" ], "soft_pairs": [ "pull_request:66067|pull_request:66322", "pull_request:66709|pull_request:66715", "pull_request:65295|pull_request:65301", "pull_request:53451|pull_request:53479", "pull_request:63656|pull_request:63793", "pull_request:53662|pull_request:67365", "pull_request:64548|pull_request:67447", "pull_request:63547|pull_request:63557", "pull_request:64548|pull_request:65606" ], "prepared_review_unit_hash": "e8c7e399c82aaded9c07bd698dc57d85a910a166eb7084e36fbe351d34b84187", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 9, "serialized_chars": 39512, "estimated_input_tokens": 9878, "estimated_eval_tokens": 20012 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The cluster is mostly noisy and heterogeneous, but it contains a few real duplicate pairs around TUI thinking formatting, poll-intent detection, and dual-stack loopback port warnings. Several other pairings are only loosely related by subsystem and should not be merged.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "No issue item exists, and there is no single PR that spans the whole cluster; the artifacts split into several unrelated subclusters.", "best_issue_reason": null, "best_pr_reason": "If a single PR must represent the cluster, #63557 is the strongest broad representative because it has the most cohesive implementation and test coverage, but it is not a true canonical for the whole set.", "soft_edge_verdicts": [ { "left": "pull_request:66067", "right": "pull_request:66322", "accept": true, "reason": "Same underlying thinking-text formatting bug in extractThinkingFromMessage; the later PR is a refinement of the same code path." }, { "left": "pull_request:66709", "right": "pull_request:66715", "accept": false, "reason": "Both are opencode-go catalog updates, but they add different models (glm-5.1 vs minimax-m2.7); these are separate feature changes, not the same bug/fix." }, { "left": "pull_request:65295", "right": "pull_request:65301", "accept": true, "reason": "Both fix the same poll-intent misclassification path in message-action-runner/poll-params and aim to stop rejecting non-question poll metadata." }, { "left": "pull_request:53451", "right": "pull_request:53479", "accept": true, "reason": "Both address the same dual-stack loopback false warning in ports-format; 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"left": "pull_request:66457", "right": "pull_request:66960", "accept": false, "reason": "One is log-file rotation; the other is a dependency bump/override refresh." }, { "left": "pull_request:66457", "right": "pull_request:67583", "accept": false, "reason": "Logging rotation is unrelated to the Yuanbao plugin implementation." }, { "left": "pull_request:66960", "right": "pull_request:67583", "accept": false, "reason": "Shared dependency files are incidental; the PRs implement different features." }, { "left": "pull_request:65266", "right": "pull_request:66457", "accept": false, "reason": "Deployment/setup and Telegram fixes are unrelated to logging rotation." }, { "left": "pull_request:66960", "right": "pull_request:67451", "accept": false, "reason": "A dependency update PR is unrelated to WhatsApp target normalization." }, { "left": "pull_request:65266", "right": "pull_request:66960", "accept": false, "reason": "Mixed setup/Telegram/deploy changes are not the same as dependency 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"pull_request:67156", "accept": false, "reason": "Both are UI-adjacent, but one fixes keyboard layout and the other adds canvas skill metadata." }, { "left": "pull_request:66960", "right": "pull_request:67326", "accept": false, "reason": "Dependency refresh and media-header handling are unrelated changes." }, { "left": "pull_request:67326", "right": "pull_request:67583", "accept": false, "reason": "Image runtime header fixes do not match the Yuanbao plugin implementation." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 77, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:63338", "pull_request:64355", "pull_request:64864", "pull_request:64996", "pull_request:65205", "pull_request:65266", "pull_request:65606", "pull_request:66294", "pull_request:66385", "pull_request:66457", "pull_request:66960", "pull_request:67326", "pull_request:67447", "pull_request:67451", "pull_request:67536", "pull_request:67583" ], "soft_pairs": [ "pull_request:66294|pull_request:67451", "pull_request:67326|pull_request:67451", "pull_request:65266|pull_request:66294", "pull_request:65205|pull_request:66960", "pull_request:65205|pull_request:67583", "pull_request:66457|pull_request:67326", "pull_request:65266|pull_request:67326", "pull_request:63338|pull_request:67451", "pull_request:63338|pull_request:66960", "pull_request:63338|pull_request:67583", "pull_request:65205|pull_request:67451", "pull_request:63338|pull_request:65266", "pull_request:65606|pull_request:67447", "pull_request:64996|pull_request:67451", "pull_request:64864|pull_request:67536", "pull_request:64996|pull_request:66457", "pull_request:64996|pull_request:66960", 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It has the clearest provenance (issue link) and the same concrete code-path change as 67536.", "soft_edge_verdicts": [ { "left": "pull_request:66294", "right": "pull_request:67451", "accept": false, "reason": "Different bugs in different products: iOS keyboard composer layout vs WhatsApp target normalization." }, { "left": "pull_request:67326", "right": "pull_request:67451", "accept": false, "reason": "Media runtime header handling is unrelated to WhatsApp target normalization." }, { "left": "pull_request:65266", "right": "pull_request:66294", "accept": false, "reason": "Different changes: deployment/telegram/itplug updates vs WebChat keyboard avoidance." }, { "left": "pull_request:65205", "right": "pull_request:66960", "accept": false, "reason": "Discord Activities support and dependency/version bump are unrelated changes." }, { "left": "pull_request:65205", "right": "pull_request:67583", "accept": false, "reason": "Discord Activities support and Yuanbao plugin are unrelated code paths." }, { "left": "pull_request:66457", "right": "pull_request:67326", "accept": false, "reason": "Logging rotation/acpx config changes are unrelated to media image runtime headers." }, { "left": "pull_request:65266", "right": "pull_request:67326", "accept": false, "reason": "Deployment/Telegram/UI work is unrelated to media runtime header handling." }, { "left": "pull_request:63338", "right": "pull_request:67451", "accept": false, "reason": "Feishu account-level TTS overrides are unrelated to WhatsApp target normalization." }, { "left": "pull_request:63338", "right": "pull_request:66960", "accept": false, "reason": "Feishu TTS config changes are unrelated to dependency lockfile updates." }, { "left": "pull_request:63338", "right": "pull_request:67583", "accept": false, "reason": "Feishu TTS config changes are unrelated to the Yuanbao plugin addition." }, { "left": "pull_request:65205", "right": "pull_request:67451", "accept": false, "reason": "Discord Activities support is unrelated to WhatsApp target normalization." }, { "left": "pull_request:63338", "right": "pull_request:65266", "accept": false, "reason": "Feishu TTS config changes are unrelated to deployment/Telegram/UI updates." }, { "left": "pull_request:65606", "right": "pull_request:67447", "accept": false, "reason": "QQBot session recovery and agents context-injection are unrelated problems." }, { "left": "pull_request:64996", "right": "pull_request:67451", "accept": false, "reason": "WhatsApp group allowlist behavior is not the same as target normalization." }, { "left": "pull_request:64864", "right": "pull_request:67536", "accept": true, "reason": "Same Slack feature: both route subagent completion messages back to the originating thread and touch the same Slack subagent hook files." }, { "left": "pull_request:64996", "right": "pull_request:66457", "accept": false, "reason": "WhatsApp group listener/access-control fixes are unrelated to log rotation/acpx runtime changes." }, { "left": "pull_request:64996", "right": "pull_request:66960", "accept": false, "reason": "WhatsApp access-control logic is unrelated to dependency updates." }, { "left": "pull_request:64996", "right": "pull_request:67583", "accept": false, "reason": "WhatsApp group access-control behavior is unrelated to the Yuanbao plugin." }, { "left": "pull_request:64996", "right": "pull_request:65266", "accept": false, "reason": "WhatsApp group listener behavior is unrelated to deployment/Telegram/UI updates." }, { "left": "pull_request:64355", "right": "pull_request:66385", "accept": false, "reason": "Campfire integration and skills allowlist config are different features." }, { "left": "pull_request:64355", "right": "pull_request:64996", "accept": false, "reason": "Campfire channel integration is unrelated to WhatsApp group listener/access-control fixes." }, { "left": "pull_request:66385", "right": "pull_request:66960", "accept": false, "reason": "Skills allowlist config changes are unrelated to dependency updates." }, { "left": "pull_request:66385", "right": "pull_request:67583", "accept": false, "reason": "Skills allowlist config changes are unrelated to the Yuanbao plugin." }, { "left": "pull_request:66385", "right": "pull_request:67451", "accept": false, "reason": "Skills allowlist config changes are unrelated to WhatsApp target normalization." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 78, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53280", "pull_request:53348", "pull_request:53420", "pull_request:53499", "pull_request:53561", "pull_request:53603", "pull_request:53711", "pull_request:53885", "pull_request:53972", "pull_request:54040", "pull_request:64310", "pull_request:64355", "pull_request:65266", "pull_request:66457", "pull_request:66960", "pull_request:67451", "pull_request:67535", "pull_request:67583" ], "soft_pairs": [ "pull_request:64355|pull_request:66960", "pull_request:64355|pull_request:67583", "pull_request:64355|pull_request:67451", "pull_request:64310|pull_request:66960", "pull_request:64310|pull_request:67583", "pull_request:64310|pull_request:67451", "pull_request:64310|pull_request:65266", "pull_request:64310|pull_request:66457", "pull_request:66457|pull_request:67535", "pull_request:53348|pull_request:53561", "pull_request:53280|pull_request:53348", "pull_request:53420|pull_request:54040", "pull_request:53711|pull_request:54040", "pull_request:53603|pull_request:54040", "pull_request:53561|pull_request:54040", "pull_request:53420|pull_request:53711", "pull_request:53603|pull_request:53711", "pull_request:53420|pull_request:53603", "pull_request:53280|pull_request:53499", "pull_request:53280|pull_request:53885", "pull_request:53280|pull_request:53972", "pull_request:53348|pull_request:53499", "pull_request:53499|pull_request:53885", "pull_request:53499|pull_request:53972" ], "prepared_review_unit_hash": "9a587d3261428613629800dc2650cfad90abac9804ca2398edbc7c999f24d339", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 24, "serialized_chars": 45546, "estimated_input_tokens": 11387, "estimated_eval_tokens": 23030 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is heterogeneous and does not form a real duplicate set. It mixes unrelated PRs for plugin integrations, docs, CI, logging, CLI text, and small bug fixes, so no single canonical PR emerges.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: the items split into several unrelated changesets (Campfire, Yuanbao, Android CI, logging, WhatsApp, Discord, etc.), so treating any one as the duplicate anchor would be misleading.", "best_issue_reason": null, "best_pr_reason": "No single best PR for deduping the cluster; the strongest candidates are unrelated in intent and code paths, so this is not a mergeable duplicate group.", "soft_edge_verdicts": [ { "left": "pull_request:64355", "right": "pull_request:66960", "accept": false, "reason": "Campfire channel integration vs dependency/version bump docs; unrelated changes." }, { "left": "pull_request:64355", "right": "pull_request:67583", "accept": false, "reason": "Campfire integration vs Yuanbao plugin; different features and code paths." }, { "left": "pull_request:64355", "right": "pull_request:67451", "accept": false, "reason": "Campfire channel feature vs WhatsApp target normalization; unrelated." }, { "left": "pull_request:64310", "right": "pull_request:66960", "accept": false, "reason": "Audit script cleanup vs Hono/package override update; no shared bug or change." }, { "left": "pull_request:64310", "right": "pull_request:67583", "accept": false, "reason": "Audit-seams script refactor vs Yuanbao plugin implementation; unrelated." }, { "left": "pull_request:64310", "right": "pull_request:67451", "accept": false, "reason": "Audit script path handling vs WhatsApp normalization; different subsystems." }, { "left": "pull_request:64310", "right": "pull_request:65266", "accept": false, "reason": "Audit-seams workspace list refactor vs deployment/Telegram fixes; unrelated." }, { "left": "pull_request:64310", "right": "pull_request:66457", "accept": false, "reason": "Audit script refactor vs logging rotation implementation; unrelated." }, { "left": "pull_request:66457", "right": "pull_request:67535", "accept": false, "reason": "Log rotation feature vs CLI downgrade-copy wording; not the same code-path problem." }, { "left": "pull_request:53348", "right": "pull_request:53561", "accept": false, "reason": "DeepSeek docs/labeler update vs gateway handshake timeout fix; unrelated." }, { "left": "pull_request:53280", "right": "pull_request:53348", "accept": false, "reason": "Control-plane compatibility changes vs DeepSeek provider docs; different areas." }, { "left": "pull_request:53420", "right": "pull_request:54040", "accept": false, "reason": "Media file mode fix vs web-search cache locality; unrelated bugs." }, { "left": "pull_request:53711", "right": "pull_request:54040", "accept": false, "reason": "Discord REST proxy routing vs web-search cache localization; different functionality." }, { "left": "pull_request:53603", "right": "pull_request:54040", "accept": false, "reason": "Provider capability defaults vs web-search cache handling; unrelated." }, { "left": "pull_request:53561", "right": "pull_request:54040", "accept": false, "reason": "Gateway handshake timeout vs web-search cache internalization; no shared fix." }, { "left": "pull_request:53420", "right": "pull_request:53711", "accept": false, "reason": "Media rename chmod fix vs Discord proxying; unrelated." }, { "left": "pull_request:53603", "right": "pull_request:53711", "accept": false, "reason": "Provider capability test adjustment vs Discord REST proxy wiring; different concerns." }, { "left": "pull_request:53420", "right": "pull_request:53603", "accept": false, "reason": "Media storage permissions vs provider capability model hints; unrelated." }, { "left": "pull_request:53280", "right": "pull_request:53499", "accept": false, "reason": "Runtime/control-plane integration PR vs Chinese README addition; not a duplicate change." }, { "left": "pull_request:53280", "right": "pull_request:53885", "accept": false, "reason": "Control-plane integration vs Sophia docs/assets/deploy changes; unrelated." }, { "left": "pull_request:53280", "right": "pull_request:53972", "accept": false, "reason": "Control-plane runtime integration vs Android CI workflow; different scope." }, { "left": "pull_request:53348", "right": "pull_request:53499", "accept": false, "reason": "DeepSeek provider docs vs Chinese README addition; unrelated documentation." }, { "left": "pull_request:53499", "right": "pull_request:53885", "accept": false, "reason": "Chinese README vs Sophia module/deploy changes; no shared underlying bug or feature." }, { "left": "pull_request:53499", "right": "pull_request:53972", "accept": false, "reason": "README localization vs Android build CI; unrelated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 1, "component_count": 99, "review_unit_index": 79, "review_unit_count": 79, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53259-289", "nodes": [ "pull_request:53280", "pull_request:53348", "pull_request:53499", "pull_request:53711", "pull_request:53885", "pull_request:53972", "pull_request:54040" ], "soft_pairs": [ "pull_request:53348|pull_request:53885", "pull_request:53348|pull_request:53972", "pull_request:53280|pull_request:54040", "pull_request:53499|pull_request:54040", "pull_request:53348|pull_request:54040", "pull_request:53885|pull_request:54040", "pull_request:53972|pull_request:54040", "pull_request:53280|pull_request:53711", "pull_request:53499|pull_request:53711", "pull_request:53348|pull_request:53711", "pull_request:53711|pull_request:53885" ], "prepared_review_unit_hash": "c863ab92d47f003dccf942481995b8a345170b19378771e92b9d5d021d6e0883", "component_budget": { "node_count": 289, "item_count": 289, "soft_pair_count": 865, "serialized_chars": 954173, "estimated_input_tokens": 238544, "estimated_eval_tokens": 477344 }, "budget": { "node_count": 7, "item_count": 7, "soft_pair_count": 11, "serialized_chars": 19295, "estimated_input_tokens": 4824, "estimated_eval_tokens": 9904 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This is a heterogeneous set of unrelated PRs: control-plane runtime integration, DeepSeek provider/docs work, a Chinese README, Discord proxy wiring, Android CI, and a web-search cache refactor. None of the suggested soft edges look like the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53711 is the clearest standalone code fix: a narrowly scoped Discord REST proxy change with a direct behavior change and test coverage. The rest of the PRs are broader, docs-only, CI-only, or unrelated changes.", "best_issue_reason": null, "best_pr_reason": "PR #53711 is the best representative artifact if one must be chosen: it has the most concrete, reviewable bugfix scope and the most explicit code-path target among an otherwise mixed cluster.", "soft_edge_verdicts": [ { "left": "pull_request:53348", "right": "pull_request:53885", "accept": false, "reason": "DeepSeek provider/docs update vs. a broad unrelated PR about TTS deny-rule removal and other files; no shared code-path bug or mergeable single change." }, { "left": "pull_request:53348", "right": "pull_request:53972", "accept": false, "reason": "DeepSeek docs/provider plumbing and Android CI are unrelated changes in different subsystems." }, { "left": "pull_request:53280", "right": "pull_request:54040", "accept": false, "reason": "Control-plane/runtime compatibility work is unrelated to web-search cache localization; different code paths and goals." }, { "left": "pull_request:53499", "right": "pull_request:54040", "accept": false, "reason": "A Chinese README addition does not match a web-search cache implementation change." }, { "left": "pull_request:53348", "right": "pull_request:54040", "accept": false, "reason": "DeepSeek provider/docs changes and web-search cache refactor are unrelated features/fixes." }, { "left": "pull_request:53885", "right": "pull_request:54040", "accept": false, "reason": "Broad TTS/sophia-related changes do not share the same underlying bug as the web-search cache fix." }, { "left": "pull_request:53972", "right": "pull_request:54040", "accept": false, "reason": "Android build CI addition and web-search cache localization are different concerns with no common code-path defect." }, { "left": "pull_request:53280", "right": "pull_request:53711", "accept": false, "reason": "Control-plane runtime integration and Discord proxy routing are separate feature areas with different affected files and behavior." }, { "left": "pull_request:53499", "right": "pull_request:53711", "accept": false, "reason": "README translation work is not the same underlying change as Discord REST proxy handling." }, { "left": "pull_request:53348", "right": "pull_request:53711", "accept": false, "reason": "DeepSeek provider/docs work and Discord proxy fix are unrelated subsystems and cannot plausibly be merged as one PR." }, { "left": "pull_request:53711", "right": "pull_request:53885", "accept": false, "reason": "Discord proxy routing fix is unrelated to the TTS deny-rule / Sophia changes in the other PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 2, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53270-2", "nodes": [ "pull_request:53270", "pull_request:53281" ], "soft_pairs": [ "pull_request:53270|pull_request:53281" ], "prepared_review_unit_hash": "adfe0fc827866154957aeeba312b166365a9dfa206ec671fdad8f1782655d940", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4103, "estimated_input_tokens": 1026, "estimated_eval_tokens": 2308 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4103, "estimated_input_tokens": 1026, "estimated_eval_tokens": 2308 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs address the same subagent attachment/mountPath confusion around `attachAs.mountPath`; 53281 is the broader, more complete change and likely subsumes the narrower runtime warning in 53270.", "confidence": 0.72, "canonical_issue_reason": null, "canonical_pr_reason": "PR 53281 is the better canonical change because it includes the user-facing guidance/docs/tests around `attachAs.mountPath` for subagent attachments, whereas 53270 is a narrower runtime warning tweak for the same behavior.", "best_issue_reason": null, "best_pr_reason": "PR 53281 is the strongest representative: it covers the same underlying attachment-path confusion with broader code, docs, and tests, so it best captures the cluster\u2019s intent.", "soft_edge_verdicts": [ { "left": "pull_request:53270", "right": "pull_request:53281", "accept": true, "reason": "Same underlying subagent attachment/mountPath behavior; 53281 appears to subsume the narrower warning added by 53270 and could plausibly be one combined PR." } ] }, "evaluator_result": { "accept": true, "feedback": "The cluster summary is grounded in the packet: both PRs target issue 53249 and both concern `attachAs.mountPath` handling for subagent attachments. The soft-edge accept is conservative enough because 53281\u2019s broader docs/tests/runtime clarification appears compatible with 53270\u2019s warning change and could reasonably be combined into one PR for the same bugfix." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 3, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53301-2", "nodes": [ "pull_request:53301", "pull_request:53410" ], "soft_pairs": [ "pull_request:53301|pull_request:53410" ], "prepared_review_unit_hash": "7091ed783ae5a4b5ffd3d8bea32de29aeb7b3f80acae7960901e9345fcfe1bc4", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4723, "estimated_input_tokens": 1181, "estimated_eval_tokens": 2618 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4723, "estimated_input_tokens": 1181, "estimated_eval_tokens": 2618 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two open PRs both reference issue #53273, but they fix unrelated code paths: one repairs stale bundled plugin install paths in doctor --fix, the other changes version comparison semantics for calver-style numeric suffixes. Shared issue target alone is not enough to cluster them as duplicates.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": "No issue node is present in the cluster; the shared target #53273 is too broad to serve as a canonical duplicate anchor here.", "best_pr_reason": "Neither PR is a good canonical representative for the cluster because they address different bugs in different subsystems and should not be merged as one change.", "soft_edge_verdicts": [ { "left": "pull_request:53301", "right": "pull_request:53410", "accept": false, "reason": "Different underlying problems and code paths: doctor repair for bundled plugin paths vs update-check semver/calve r revision ordering. Shared tracking issue is insufficient to treat them as the same fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 4, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53336-5", "nodes": [ "pull_request:53336", "pull_request:53707", "pull_request:64600", "pull_request:66515", "pull_request:67556" ], "soft_pairs": [ "pull_request:53336|pull_request:53707", "pull_request:53336|pull_request:67556", "pull_request:53336|pull_request:66515", "pull_request:53336|pull_request:64600", "pull_request:53707|pull_request:67556" ], "prepared_review_unit_hash": "f5b38c34bd2adfcb9dea8d09d509195192351de41ed64335c3ff112f7d2dd5c8", "component_budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 5, "serialized_chars": 15213, "estimated_input_tokens": 3804, "estimated_eval_tokens": 7864 }, "budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 5, "serialized_chars": 15213, "estimated_input_tokens": 3804, "estimated_eval_tokens": 7864 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are all similar-shaped provider-addition PRs, but they each introduce a different provider (HexaClaw, Novita, Servepath, Yandex, Nebius). The overlap is mostly boilerplate and shared registry/docs wiring, not the same underlying change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR for duplication: the PRs target different providers and different code paths, so they should not be merged or triaged as one change.", "best_issue_reason": null, "best_pr_reason": "PR #66515 is the strongest representative of the set because it is the most comprehensive provider integration, with docs, SDK wiring, model/catalog changes, tests, and release checks; still, it is not a duplicate of the others.", "soft_edge_verdicts": [ { "left": "pull_request:53336", "right": "pull_request:53707", "accept": false, "reason": "Both add bundled providers, but HexaClaw and Novita are different providers with different catalogs and auth/model wiring; shared generated files are just integration boilerplate." }, { "left": "pull_request:53336", "right": "pull_request:67556", "accept": false, "reason": "Different providers and different implementation details; the overlap is only in common bundled-provider scaffolding, not the same bug or feature." }, { "left": "pull_request:53336", "right": "pull_request:66515", "accept": false, "reason": "HexaClaw and Yandex are unrelated provider additions; they touch the same registry/docs machinery but do not fix or add the same concrete capability." }, { "left": "pull_request:53336", "right": "pull_request:64600", "accept": false, "reason": "Servepath and HexaClaw are distinct provider plugins with different onboarding/API behavior; similarity is limited to shared docs and plugin structure." }, { "left": "pull_request:53707", "right": "pull_request:67556", "accept": false, "reason": "Novita and Nebius are separate provider integrations with different model catalogs and provider-specific code paths, so they are not duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 5, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53344-2", "nodes": [ "pull_request:53344", "pull_request:53352" ], "soft_pairs": [ "pull_request:53344|pull_request:53352" ], "prepared_review_unit_hash": "f0fff80d9d42ec5bc524ce53fe37631d5607cf2cabc77c2b294b57aa2d3143b5", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4300, "estimated_input_tokens": 1075, "estimated_eval_tokens": 2406 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4300, "estimated_input_tokens": 1075, "estimated_eval_tokens": 2406 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two separate Ollama-related feature PRs: one restores markdown tool-call extraction, the other broadens reasoning-model heuristics. They share a subsystem but not the same underlying change or bug.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR #53344 is the better standalone representative of the cluster because it centers on one concrete code-path fix (markdown tool-call extraction) with direct parser/test coverage; PR #53352 is a separate heuristic update, not a duplicate.", "soft_edge_verdicts": [ { "left": "pull_request:53344", "right": "pull_request:53352", "accept": false, "reason": "Different underlying changes and code paths: one extracts fenced markdown tool calls, the other changes Ollama reasoning-model heuristics. Same subsystem, but not the same concrete fix and not mergeable as one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 6, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53373-4", "nodes": [ "pull_request:53373", "pull_request:64018", "pull_request:65094", "pull_request:65124" ], "soft_pairs": [ "pull_request:53373|pull_request:65094", "pull_request:53373|pull_request:64018", "pull_request:64018|pull_request:65094", "pull_request:64018|pull_request:65124", "pull_request:65094|pull_request:65124" ], "prepared_review_unit_hash": "3d80de874a06e9bcf2ae8c4c6521521aa117190411f4391b48e3b72488ccc9bb", "component_budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 5, "serialized_chars": 9339, "estimated_input_tokens": 2335, "estimated_eval_tokens": 4926 }, "budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 5, "serialized_chars": 9339, "estimated_input_tokens": 2335, "estimated_eval_tokens": 4926 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Cluster is centered on npm package tarball completeness around `qa/scenarios/index.md`, with one related but separate control-ui asset packaging PR and one likely unrelated navigation-guard PR. Only the two QA-tarball PRs look like the same underlying fix.", "confidence": 0.87, "canonical_issue_reason": null, "canonical_pr_reason": "PR 64018 is the cleanest representative of the QA tarball bug: it directly adds `qa/` to the package and requires `qa/scenarios/index.md`, matching the stated problem with the least extra machinery.", "best_issue_reason": null, "best_pr_reason": "PR 64018 is the best overall target because it most directly fixes the missing QA scenario pack in the npm package; 65094 is better viewed as follow-on release-check hardening rather than a separate duplicate.", "soft_edge_verdicts": [ { "left": "pull_request:53373", "right": "pull_request:64018", "accept": false, "reason": "Both touch npm packaging, but they fix different missing artifacts (`dist/control-ui/assets/` vs `qa/scenarios/index.md`) and are not the same underlying bug." }, { "left": "pull_request:53373", "right": "pull_request:65094", "accept": false, "reason": "Different concrete packaging problems: control-ui asset enforcement versus QA scenario tarball inclusion." }, { "left": "pull_request:64018", "right": "pull_request:65094", "accept": true, "reason": "Both target the same underlying npm tarball bug around missing `qa/scenarios/index.md` / QA scenario packaging, and could plausibly be merged into one PR." }, { "left": "pull_request:64018", "right": "pull_request:65124", "accept": false, "reason": "The title suggests the same QA package issue, but the diff shown is a private-network navigation-guard change, so this does not look like the same fix." }, { "left": "pull_request:65094", "right": "pull_request:65124", "accept": false, "reason": "Shared issue target is not enough here; the shown diff in 65124 is unrelated to npm packaging and does not match the QA tarball fix." } ] }, "evaluator_result": { "accept": true, "feedback": "The cluster summary is grounded in the packet, and the soft-edge verdicts are conservative. The split between the QA tarball fixes and the control-ui asset packaging change is supported, and rejecting the navigation-guard PRs as unrelated to the npm packaging bug is reasonable given the diff preview. The 64018/65094 pair also looks plausibly mergeable into one PR for the same QA-pack bugfix." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 7, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53394-2", "nodes": [ "pull_request:53394", "pull_request:53395" ], "soft_pairs": [ "pull_request:53394|pull_request:53395" ], "prepared_review_unit_hash": "9e01e96cd42d0d7b5400a8030e3a44192a83e99af03959c8adadfd433e0c8bb2", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3508, "estimated_input_tokens": 877, "estimated_eval_tokens": 2010 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3508, "estimated_input_tokens": 877, "estimated_eval_tokens": 2010 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs fix the same Feishu schema 2.0 card-config issue: replacing the incorrect `wide_screen_mode` field with `enable_forward` in card builders. They touch different helper paths, but the underlying change is the same and could plausibly be merged into one PR.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "PR 53395 is the better canonical PR because it covers two Feishu interactive card builders and has the most general description of the schema 2.0 config-field fix.", "best_issue_reason": null, "best_pr_reason": "PR 53395 is the strongest representative of the cluster: it applies the same concrete Feishu card-config correction across multiple code paths and reads like the broader version of the fix.", "soft_edge_verdicts": [ { "left": "pull_request:53394", "right": "pull_request:53395", "accept": true, "reason": "Both PRs replace the same wrong schema 2.0 card config key with `enable_forward` in Feishu card builders; this is the same underlying bug/change and could be unified into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 8, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53453-3", "nodes": [ "pull_request:53453", "pull_request:53593", "pull_request:65066" ], "soft_pairs": [ "pull_request:53453|pull_request:53593", "pull_request:53593|pull_request:65066" ], "prepared_review_unit_hash": "521423f986675e6753a796cbcd9bd92c160fe64ebe71d2663f410338a13e1411", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6974, "estimated_input_tokens": 1744, "estimated_eval_tokens": 3744 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6974, "estimated_input_tokens": 1744, "estimated_eval_tokens": 3744 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two PRs are duplicates around the image-generation provider registry fallback bug; the memory-lancedb PR is unrelated and should stay separate.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "53593 is the clearest canonical PR for the image-generation regression: it targets the specific failure mode of reloading providers when the active registry is empty and appears more narrowly scoped and better named than 53453.", "best_issue_reason": null, "best_pr_reason": "53593 is the best representative overall because it addresses the concrete provider-reload path directly, with matching filenames and the same issue target as 53453; 65066 is a different subsystem entirely.", "soft_edge_verdicts": [ { "left": "pull_request:53453", "right": "pull_request:53593", "accept": true, "reason": "Same underlying image-generation registry fallback bug, same issue target, and the same affected code/test files." }, { "left": "pull_request:53593", "right": "pull_request:65066", "accept": false, "reason": "Different domains and code paths: image-generation provider loading versus memory-lancedb runtime registration for doctor/status. No shared files or issue target." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 9, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53460-7", "nodes": [ "pull_request:53460", "pull_request:53473", "pull_request:53557", "pull_request:53660", "pull_request:53665", "pull_request:53670", "pull_request:53677" ], "soft_pairs": [ "pull_request:53460|pull_request:53557", "pull_request:53460|pull_request:53473", "pull_request:53473|pull_request:53557", "pull_request:53473|pull_request:53665", "pull_request:53473|pull_request:53677", "pull_request:53660|pull_request:53677", "pull_request:53660|pull_request:53665", "pull_request:53660|pull_request:53670", "pull_request:53665|pull_request:53677", "pull_request:53665|pull_request:53670" ], "prepared_review_unit_hash": "9a2fb4303dfa758fde23ea802157ca165d1fcc84e8341f1b5096da3231a7ef21", "component_budget": { "node_count": 7, "item_count": 7, "soft_pair_count": 10, "serialized_chars": 18551, "estimated_input_tokens": 4638, "estimated_eval_tokens": 9532 }, "budget": { "node_count": 7, "item_count": 7, "soft_pair_count": 10, "serialized_chars": 18551, "estimated_input_tokens": 4638, "estimated_eval_tokens": 9532 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster is a set of unrelated PRs that happen to share broad agents/memory/performance themes. They touch distinct code paths: usage normalization, doctor/docs guidance, memory-search status messaging, session sync caching, vector fallback search, health probing, and streamed file reads.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53660 is the strongest representative of the cluster\u2019s core runtime-memory work: it changes session-entry reuse in the sync pipeline and has substantial implementation/tests. It is more substantial than the docs-only and narrow follow-up PRs, but it is not a duplicate of them.", "best_issue_reason": null, "best_pr_reason": "PR #53660 is the best single representative because it is the most central and substantive code-path change in the set, with clear performance impact and dedicated test coverage.", "soft_edge_verdicts": [ { "left": "pull_request:53460", "right": "pull_request:53557", "accept": false, "reason": "Different bugs: #53460 normalizes OpenAI-compatible usage aliases in agent response handling, while #53557 improves memory-search error/status messaging for provider failures." }, { "left": "pull_request:53460", "right": "pull_request:53473", "accept": false, "reason": "#53460 is runtime usage normalization; #53473 is doctor/help guidance for local embeddings. They are not the same underlying change." }, { "left": "pull_request:53473", "right": "pull_request:53557", "accept": false, "reason": "One is documentation/doctor guidance for local embeddings, the other is runtime memory-search availability messaging. Different code paths and goals." }, { "left": "pull_request:53473", "right": "pull_request:53665", "accept": false, "reason": "#53473 updates docs and doctor checks, while #53665 changes vector fallback search performance. Shared subsystem only, not the same fix." }, { "left": "pull_request:53473", "right": "pull_request:53677", "accept": false, "reason": "#53473 is guidance/docs for embeddings; #53677 streams file reads for memory files. No shared underlying bug." }, { "left": "pull_request:53660", "right": "pull_request:53677", "accept": false, "reason": "#53660 caches parsed session entries during sync; #53677 changes line-window file reading. Different memory I/O paths." }, { "left": "pull_request:53660", "right": "pull_request:53665", "accept": false, "reason": "#53660 is about append-only session sync reuse, while #53665 optimizes vector fallback ranking. Separate performance problems." }, { "left": "pull_request:53660", "right": "pull_request:53670", "accept": false, "reason": "#53660 targets memory session sync internals; #53670 parallelizes health channel-account probes. Same broad area, different concrete behavior." }, { "left": "pull_request:53665", "right": "pull_request:53670", "accept": false, "reason": "#53665 optimizes search fallback ordering; #53670 improves health-check concurrency. No common code path." }, { "left": "pull_request:53665", "right": "pull_request:53677", "accept": false, "reason": "#53665 affects vector search fallback; #53677 affects streamed file reads. These are distinct memory features, not one bug." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 10, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53468-13", "nodes": [ "pull_request:53468", "pull_request:53663", "pull_request:54038", "pull_request:65771", "pull_request:65895", "pull_request:65901", "pull_request:65937", "pull_request:65938", "pull_request:65939", "pull_request:65940", "pull_request:67207", "pull_request:67209", "pull_request:67215" ], "soft_pairs": [ "pull_request:53468|pull_request:65901", "pull_request:53468|pull_request:67215", "pull_request:53468|pull_request:67209", "pull_request:53663|pull_request:65901", "pull_request:54038|pull_request:67215", "pull_request:65771|pull_request:65901", "pull_request:65895|pull_request:65938", "pull_request:65937|pull_request:65938", "pull_request:65938|pull_request:65940", "pull_request:65939|pull_request:65940", "pull_request:65940|pull_request:67215", "pull_request:67209|pull_request:67215", "pull_request:67207|pull_request:67215" ], "prepared_review_unit_hash": "372b3edcf6bfade95239b52650cc4f07bdb5d24af8006af46e39684e853ecbc7", "component_budget": { "node_count": 13, "item_count": 13, "soft_pair_count": 13, "serialized_chars": 30512, "estimated_input_tokens": 7628, "estimated_eval_tokens": 15512 }, "budget": { "node_count": 13, "item_count": 13, "soft_pair_count": 13, "serialized_chars": 30512, "estimated_input_tokens": 7628, "estimated_eval_tokens": 15512 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "There is one clear duplicate PR pair: the two Bedrock Mantle docs updates are the same change. The rest of the soft-similarity pairs are false positives across different bugs, subsystems, or unrelated fixes.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "pull_request:65895 is the best canonical PR because it is the earlier of the two identical Bedrock Mantle docs changes and has the exact same files and issue target as pull_request:65938.", "best_issue_reason": null, "best_pr_reason": "pull_request:65895 is the strongest representative of the duplicate pair: same docs-only edit, same target issue, and clearer title/intent than the later duplicate.", "soft_edge_verdicts": [ { "left": "pull_request:53468", "right": "pull_request:65901", "accept": false, "reason": "Both touch cron/agent code, but one is about compaction heartbeat suppression and the other forwards exec policy to embedded tools; different code paths and fixes." }, { "left": "pull_request:53468", "right": "pull_request:67215", "accept": false, "reason": "Unrelated changes: cron compaction heartbeat policy vs Discord embed URL preservation." }, { "left": "pull_request:53468", "right": "pull_request:67209", "accept": false, "reason": "Different areas and bugs: cron compaction behavior vs logging config early loading." }, { "left": "pull_request:53663", "right": "pull_request:65901", "accept": false, "reason": "UI skills autofill prevention is unrelated to cron exec-policy forwarding." }, { "left": "pull_request:54038", "right": "pull_request:67215", "accept": false, "reason": "WhatsApp inbound voice-note pre-transcription is a different feature/fix than Discord message text extraction." }, { "left": "pull_request:65771", "right": "pull_request:65901", "accept": false, "reason": "Both are cron-related, but one changes timeout cause reporting and the other forwards exec policy; they fix different issues." }, { "left": "pull_request:65895", "right": "pull_request:65938", "accept": true, "reason": "Exact same Bedrock Mantle provider docs addition: same files, same issue target, and equivalent diff." }, { "left": "pull_request:65937", "right": "pull_request:65938", "accept": false, "reason": "Labeler rule cleanup and provider docs addition are unrelated changes." }, { "left": "pull_request:65938", "right": "pull_request:65940", "accept": false, "reason": "Both are docs/setup-adjacent, but one adds a provider docs entry and the other adds DuckDuckGo onboarding scope; different features." }, { "left": "pull_request:65939", "right": "pull_request:65940", "accept": false, "reason": "Gateway error-message docs-link fix vs DuckDuckGo onboarding setup are unrelated." }, { "left": "pull_request:65940", "right": "pull_request:67215", "accept": false, "reason": "Different subsystems and goals: onboarding wizard provider inclusion vs Discord empty-content URL handling." }, { "left": "pull_request:67209", "right": "pull_request:67215", "accept": false, "reason": "Logging config behavior and Discord message text preservation are unrelated fixes." }, { "left": "pull_request:67207", "right": "pull_request:67215", "accept": false, "reason": "Same tracking issue, but one adds diagnostics while the other changes actual message text resolution; do not merge as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 11, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53496-2", "nodes": [ "pull_request:53496", "pull_request:53530" ], "soft_pairs": [ "pull_request:53496|pull_request:53530" ], "prepared_review_unit_hash": "b7bf9253fe629aaa6e0baac012491e2ee258264ac6f1e4c93dc4d5391b0a1621", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5144, "estimated_input_tokens": 1286, "estimated_eval_tokens": 2828 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5144, "estimated_input_tokens": 1286, "estimated_eval_tokens": 2828 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs touch Feishu/tool-policy configuration, but they address different code paths: #53496 adds group-policy support for Feishu toolsBySender, while #53530 fixes direct-session tool policy enforcement in agent/config handling. The shared schema/docs updates are incidental overlap, not the same underlying change.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "#53530 is the broader, more central fix around direct-session tool policy enforcement and spans the core agent/config paths, making it the better representative of this cluster.", "best_issue_reason": null, "best_pr_reason": "#53530 is the strongest standalone PR in this set because it targets the concrete policy-enforcement bug rather than only adding Feishu group-policy schema support.", "soft_edge_verdicts": [ { "left": "pull_request:53496", "right": "pull_request:53530", "accept": false, "reason": "Shared Feishu policy/schema files, but the underlying changes differ: group-policy toolsBySender support vs direct-session tool policy enforcement. Not the same concrete bug or mergeable into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 12, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53502-2", "nodes": [ "pull_request:53502", "pull_request:53503" ], "soft_pairs": [ "pull_request:53502|pull_request:53503" ], "prepared_review_unit_hash": "b829f8b5b40c68fe9636c426789a0c6d95cbbebadf06deccbb37f78eaeea35d7", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4488, "estimated_input_tokens": 1122, "estimated_eval_tokens": 2500 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4488, "estimated_input_tokens": 1122, "estimated_eval_tokens": 2500 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are related plugin-docs PRs, but they address different problems: one adds a manifest example for bundled skills, the other clarifies community plugin review guidance and security expectations. They should not be treated as duplicates or merged together.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "No clear duplicate canonical exists. If a representative PR is needed, 53503 is the broader, more general documentation update, while 53502 is a specific manifest example.", "best_issue_reason": null, "best_pr_reason": "53503 is the better cluster representative because it covers a wider, policy-level guidance change for community plugins and security-sensitive review expectations.", "soft_edge_verdicts": [ { "left": "pull_request:53502", "right": "pull_request:53503", "accept": false, "reason": "Different underlying changes: 53502 adds a concrete plugin manifest example for bundled skills/config UI, while 53503 updates community plugin review guidance and security-review recommendations. They share a docs domain but not the same code or doc change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 13, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53511-2", "nodes": [ "pull_request:53511", "pull_request:53553" ], "soft_pairs": [ "pull_request:53511|pull_request:53553" ], "prepared_review_unit_hash": "b6b00ed1fcf968e688756e702d634704858b8fa2ed19884956df86571fcdba20", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5028, "estimated_input_tokens": 1257, "estimated_eval_tokens": 2770 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5028, "estimated_input_tokens": 1257, "estimated_eval_tokens": 2770 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two talk-mode PRs overlap in the same runtime/synthesizer area and share an issue target, but they address different concrete changes: one fixes double playback on system-voice timeout, while the other adds broader TTS improvements for CJK languages and related settings. They should not be treated as duplicates.", "confidence": 0.9, "canonical_issue_reason": null, "canonical_pr_reason": "PR 53553 is the broader, more representative talk-mode TTS change set; it covers the shared runtime path plus additional settings and behavior changes, whereas 53511 is a narrower timeout-fallback fix.", "best_issue_reason": null, "best_pr_reason": "PR 53553 is the best standalone representative of the cluster because it encompasses the wider talk-mode TTS work and is more complete as a cluster anchor.", "soft_edge_verdicts": [ { "left": "pull_request:53511", "right": "pull_request:53553", "accept": false, "reason": "Reject: despite shared files and a common issue target, these PRs solve different problems. 53511 addresses double playback when system voice times out; 53553 is about CJK TTS improvements and related talk-mode settings, not the same concrete bug or mergeable change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 14, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53518-2", "nodes": [ "pull_request:53518", "pull_request:53607" ], "soft_pairs": [ "pull_request:53518|pull_request:53607" ], "prepared_review_unit_hash": "22d7e12ecaaa2f9b838fcbd61598b3c3a9f5bb35a78a3d43eeeb386a3a699275", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4629, "estimated_input_tokens": 1158, "estimated_eval_tokens": 2572 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4629, "estimated_input_tokens": 1158, "estimated_eval_tokens": 2572 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two pull requests are unrelated: one only clarifies system-prompt wording around auto-restarts for config/update actions, while the other changes Discord outbound delivery to mirror Components v2 messages into the session transcript. No shared code path or mergeable combined fix is evident.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53607 is the stronger canonical choice because it implements a concrete behavior fix in the outbound delivery path with multi-file code and test coverage, whereas #53518 is a small prompt-text clarification with no functional code change.", "best_issue_reason": null, "best_pr_reason": "PR #53607 is the best representative artifact for the cluster because it addresses a substantive product behavior bug and has the broader, more actionable implementation. #53518 is too minor and semantically distinct to represent the cluster well.", "soft_edge_verdicts": [ { "left": "pull_request:53518", "right": "pull_request:53607", "accept": false, "reason": "They address different concerns in different subsystems: prompt copy about config/update auto-restarts versus Discord transcript mirroring for Components v2. They do not look like the same underlying bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 15, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53533-2", "nodes": [ "pull_request:53533", "pull_request:53535" ], "soft_pairs": [ "pull_request:53533|pull_request:53535" ], "prepared_review_unit_hash": "021f0fbd0e8d1c0f1e673f89c5e6e9dd27d967997ee6c54837ae659bf8d490c7", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4826, "estimated_input_tokens": 1207, "estimated_eval_tokens": 2670 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4826, "estimated_input_tokens": 1207, "estimated_eval_tokens": 2670 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two Feishu PRs are unrelated: one adds connection health-state surfacing in client/monitor code, while the other expands permission management tooling/schema. They do not look like duplicate implementations of the same change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR: the PRs target different code paths and unrelated features, so neither can represent the cluster as a duplicate target.", "best_issue_reason": null, "best_pr_reason": "No global best PR: PR #53533 is about health-state handling, while PR #53535 is about permission management; neither is a good representative for the other.", "soft_edge_verdicts": [ { "left": "pull_request:53533", "right": "pull_request:53535", "accept": false, "reason": "Different features and code paths; no plausible single merged PR would cover both changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 16, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53551-3", "nodes": [ "pull_request:53551", "pull_request:65098", "pull_request:65099" ], "soft_pairs": [ "pull_request:53551|pull_request:65098", "pull_request:53551|pull_request:65099", "pull_request:65098|pull_request:65099" ], "prepared_review_unit_hash": "588e2f68a30bd08c0c72c0fb790de80463fd6b546b84b7ca4b4899cade2435b7", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 6367, "estimated_input_tokens": 1592, "estimated_eval_tokens": 3440 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 6367, "estimated_input_tokens": 1592, "estimated_eval_tokens": 3440 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three items are unrelated dependency-bump PRs for different GitHub Actions; they share workflow files but not the same underlying change. No issue is present in the cluster.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65098 is a good canonical representative because it is a clear, self-contained dependency bump applied consistently across multiple workflow files.", "best_issue_reason": null, "best_pr_reason": "PR 65098 is the best representative PR for the cluster: it has the broadest workflow impact among the candidates while still being a single concrete change.", "soft_edge_verdicts": [ { "left": "pull_request:53551", "right": "pull_request:65098", "accept": false, "reason": "Different actions and different upgrades: upload-artifact v4\u2192v7 vs github-script v8\u2192v9. Same workflow area, but not the same change." }, { "left": "pull_request:53551", "right": "pull_request:65099", "accept": false, "reason": "They update different actions in different code paths; one changes upload-artifact, the other create-github-app-token." }, { "left": "pull_request:65098", "right": "pull_request:65099", "accept": false, "reason": "Both touch workflow automation, but they bump different dependencies and fix unrelated action versions, so they should not be merged as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 17, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53598-2", "nodes": [ "pull_request:53598", "pull_request:53730" ], "soft_pairs": [ "pull_request:53598|pull_request:53730" ], "prepared_review_unit_hash": "f7e9c644962dc56fccb1fd48d8296f183f8e3274e3722987f6deffb664b51039", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4358, "estimated_input_tokens": 1090, "estimated_eval_tokens": 2436 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4358, "estimated_input_tokens": 1090, "estimated_eval_tokens": 2436 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs address the same /btw Bedrock side-question auth bug: allowing aws-sdk auth mode instead of requiring a normal API key. The second PR looks like a smaller, cleaner implementation of the same fix, but they are still duplicates in substance.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53730 is the cleaner canonical PR: it directly implements the aws-sdk auth-mode exception in src/agents/btw.ts with a focused change and explicit issue linkage.", "best_issue_reason": null, "best_pr_reason": "PR #53730 is the best representative because it is narrowly scoped to the concrete auth-path fix and is easy to understand as the primary implementation of the bug resolution.", "soft_edge_verdicts": [ { "left": "pull_request:53598", "right": "pull_request:53730", "accept": true, "reason": "Same underlying bug and same feature gate in /btw: both aim to let Bedrock side questions work with aws-sdk auth instead of a required API key, and the changes could plausibly be combined into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 18, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53626-2", "nodes": [ "pull_request:53626", "pull_request:53667" ], "soft_pairs": [ "pull_request:53626|pull_request:53667" ], "prepared_review_unit_hash": "840a539d23325d51593c25f24c53f84c7295344d583dd1a50a59eb0c3841fec2", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4354, "estimated_input_tokens": 1089, "estimated_eval_tokens": 2434 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4354, "estimated_input_tokens": 1089, "estimated_eval_tokens": 2434 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs are about deprecating legacy CLAWDBOT_/MOLTBOT_ environment variables, but PR 53667 is the broader, more complete change and appears to subsume the startup warning added by 53626.", "confidence": 0.83, "canonical_issue_reason": null, "canonical_pr_reason": "PR 53667 is the better canonical PR because it covers the full env-deprecation flow (warning logic, auth/config handling, and tests), while 53626 is a narrow startup-only warning slice of the same change.", "best_issue_reason": null, "best_pr_reason": "PR 53667 is the strongest representative of the cluster since it implements the broader legacy-env deprecation behavior and includes test coverage; 53626 is a smaller partial implementation.", "soft_edge_verdicts": [ { "left": "pull_request:53626", "right": "pull_request:53667", "accept": true, "reason": "Same underlying feature: legacy CLAWDBOT_/MOLTBOT_ env var deprecation/warning behavior. 53626\u2019s startup warning is a subset of the broader deprecation handling in 53667, so they could plausibly be merged into one PR." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs target issue 53482 and address legacy CLAWDBOT_/MOLTBOT_ env-var deprecation, with 53667 clearly the broader change. The soft-edge accept is conservative because the diffs touch different files and can plausibly be combined into one bugfix PR." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 19, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53630-2", "nodes": [ "pull_request:53630", "pull_request:53636" ], "soft_pairs": [ "pull_request:53630|pull_request:53636" ], "prepared_review_unit_hash": "66de446a8c23427746844477d13ceb6124bcac983cc9e7c65e7728b5da45d731", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4264, "estimated_input_tokens": 1066, "estimated_eval_tokens": 2388 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4264, "estimated_input_tokens": 1066, "estimated_eval_tokens": 2388 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are two separate UI pull requests: one fixes a context notice icon overflow in chat, the other changes channel config save/reload error handling. They touch different code paths and solve different problems, so they are not duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53636 is the stronger canonical PR because it makes a more substantive user-facing behavior change and touches the specific save/reload error flow directly.", "best_issue_reason": null, "best_pr_reason": "PR #53636 is the best representative of the cluster because it addresses a concrete functional bug with clearer behavioral impact than the icon-only UI tweak in #53630.", "soft_edge_verdicts": [ { "left": "pull_request:53630", "right": "pull_request:53636", "accept": false, "reason": "Different bugs and code paths: #53630 only adjusts SVG sizing for a chat context icon, while #53636 changes channel config save/reload error handling. They are not the same underlying change and would not plausibly merge into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 20, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53631-2", "nodes": [ "pull_request:53631", "pull_request:53635" ], "soft_pairs": [ "pull_request:53631|pull_request:53635" ], "prepared_review_unit_hash": "71cd32a286fa2506c43de4683ac854d2e936ba1d9e675ca61e3058a99bcf0aa4", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4795, "estimated_input_tokens": 1199, "estimated_eval_tokens": 2654 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4795, "estimated_input_tokens": 1199, "estimated_eval_tokens": 2654 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs target Telegram 403 failures for `bot not member` / `bot blocked` cases, and they overlap on the same send-path error wrapping. PR #53635 is the broader, merged implementation; #53631 looks like a narrower variant of the same fix.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "PR #53635 is the better canonical PR: it covers the same Telegram 403 membership/block failure path, includes the send error-message fix plus the retry/permanent-failure behavior, and is the more complete merged change.", "best_issue_reason": null, "best_pr_reason": "PR #53635 is the strongest representative because it fixes the concrete outbound Telegram 403 bot-membership failure mode end-to-end and includes the core send.ts change shared with #53631.", "soft_edge_verdicts": [ { "left": "pull_request:53631", "right": "pull_request:53635", "accept": true, "reason": "Same Telegram 403 bot-not-member/blocked error path in `extensions/telegram/src/send.ts`; #53631 appears to be a narrower version of the same fix that #53635 subsumes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 21, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53713-3", "nodes": [ "pull_request:53713", "pull_request:65178", "pull_request:65211" ], "soft_pairs": [ "pull_request:53713|pull_request:65178", "pull_request:65178|pull_request:65211" ], "prepared_review_unit_hash": "53c716c6af10b5161d5911bda33c8dff2f1a117e820213e1d8f3a245b57d98a0", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6926, "estimated_input_tokens": 1732, "estimated_eval_tokens": 3720 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6926, "estimated_input_tokens": 1732, "estimated_eval_tokens": 3720 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster is heterogeneous: one PR fixes thinking-level resolution after /reset, while the other two are separate gateway model-lookup/capability issues. The two gateway PRs touch nearby code, but they address different root causes and should not be deduplicated.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR: 53713 is unrelated to the gateway lookup fixes, and 65178 vs 65211 solve different bugs (case-insensitive matching vs including user-configured models in the catalog).", "best_issue_reason": null, "best_pr_reason": "65211 is the best representative of the gateway model-catalog/capability-check work because it addresses the broader lookup/capability path and directly extends catalog coverage for custom provider models.", "soft_edge_verdicts": [ { "left": "pull_request:53713", "right": "pull_request:65178", "accept": false, "reason": "Different code paths and symptoms: 53713 changes thinking-level defaults after reset, while 65178 fixes image-support lookup for model names." }, { "left": "pull_request:65178", "right": "pull_request:65211", "accept": false, "reason": "Same subsystem, but different underlying bugs: 65178 is about case-insensitive matching, whereas 65211 is about catalog completeness for user-configured provider models." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 22, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53775-2", "nodes": [ "pull_request:53775", "pull_request:53809" ], "soft_pairs": [ "pull_request:53775|pull_request:53809" ], "prepared_review_unit_hash": "82b49e53396010ab39388e3f78f33d85222bcd2188db0a13f07f31591ea54f86", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4567, "estimated_input_tokens": 1142, "estimated_eval_tokens": 2540 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4567, "estimated_input_tokens": 1142, "estimated_eval_tokens": 2540 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs overlap on agents shared-workspace deletion protection. PR 53809 looks like the broader fix set, while 53775 is a narrower delete-command guard, so the relationship is best described as same area / likely subsuming rather than identical changes.", "confidence": 0.79, "canonical_issue_reason": null, "canonical_pr_reason": "PR 53809 is the better canonical PR because it includes the shared-workspace deletion protection plus the supporting exact-workspace resolution logic, tests, and related command/gateway updates. PR 53775 is a narrower delete-command-only subset.", "best_issue_reason": null, "best_pr_reason": "PR 53809 is the strongest representative of the fix set: it addresses the shared-workspace deletion safety problem directly and carries the extra plumbing/tests that make the change more complete and reusable.", "soft_edge_verdicts": [ { "left": "pull_request:53775", "right": "pull_request:53809", "accept": true, "reason": "There is strong overlap around the shared-workspace deletion safeguard in agents delete. 53809 broadens that protection with exact-workspace resolution and related updates, so these look like the same fix family and plausibly merge into one PR, though 53809 is clearly broader in scope." } ] }, "evaluator_result": { "accept": false, "feedback": "The pair looks related and plausibly mergeable, but the summary overstates certainty. The packet only shows overlap around shared-workspace deletion protection, plus 53809 adding broader resolver/gateway changes; that supports a conservative \u201csame area / likely subsumes\u201d reading, not a firm claim that both PRs address the exact same underlying bug. Please soften the verdict language to avoid asserting more than the evidence shows." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 23, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53779-4", "nodes": [ "pull_request:53779", "pull_request:53780", "pull_request:53782", "pull_request:65889" ], "soft_pairs": [ "pull_request:53779|pull_request:53782", "pull_request:53779|pull_request:65889", "pull_request:53779|pull_request:53780", "pull_request:53780|pull_request:53782" ], "prepared_review_unit_hash": "5c46ecd8641f53b9826cc070160aaa9a24ced978bfa89c4ac1ceae6d8004b3d1", "component_budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 4, "serialized_chars": 9596, "estimated_input_tokens": 2399, "estimated_eval_tokens": 5054 }, "budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 4, "serialized_chars": 9596, "estimated_input_tokens": 2399, "estimated_eval_tokens": 5054 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These PRs are only superficially similar (mostly broad \"fix\" wording and test additions). They span unrelated code paths: config/provider validation, media fetch error sanitization, Discord gateway startup handling, and models.json generation. I would not treat any pair as duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR 53780 is the clearest representative of the group: it has a focused bug fix in a concrete runtime code path, a small targeted diff, and its tests directly cover the same behavior. The others are separate fixes in different subsystems.", "best_issue_reason": null, "best_pr_reason": "PR 53780 is the best standalone representative because it addresses a single, well-scoped production issue with explicit sanitization logic and related tests. The others are narrower or belong to unrelated subsystems, and 65889 is a different models.json policy change rather than the same bug family.", "soft_edge_verdicts": [ { "left": "pull_request:53779", "right": "pull_request:53782", "accept": false, "reason": "Different subsystems and failures: provider config validation vs Discord gateway/startAccount intent handling. Similarity is only superficial error-handling/test structure." }, { "left": "pull_request:53779", "right": "pull_request:65889", "accept": false, "reason": "Both touch models/config, but they fix different problems: skipping invalid providers during validation vs stripping custom models from providers lacking apiKey in generated models.json." }, { "left": "pull_request:53779", "right": "pull_request:53780", "accept": false, "reason": "Different code paths and runtime concerns: config validation sanitization vs outbound media fetch error sanitization. Not the same underlying bug or mergeable into one PR." }, { "left": "pull_request:53780", "right": "pull_request:53782", "accept": false, "reason": "Both handle errors gracefully, but in unrelated flows: media fetch message posting vs Discord gateway startup. Different root causes and fixes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 24, "component_count": 99, "review_unit_index": 1, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53872-23", "nodes": [ "pull_request:53872", "pull_request:63167", "pull_request:63871", "pull_request:64375", "pull_request:64518", "pull_request:64601", "pull_request:64632", "pull_request:65111", "pull_request:65262", "pull_request:65330", "pull_request:65383", "pull_request:65384", "pull_request:65385", "pull_request:65460", "pull_request:66378", "pull_request:66640", "pull_request:67225", "pull_request:67477" ], "soft_pairs": [ "pull_request:65460|pull_request:66640", "pull_request:65111|pull_request:65262", "pull_request:63871|pull_request:64375", "pull_request:64518|pull_request:65330", "pull_request:63167|pull_request:65262", "pull_request:65383|pull_request:65460", "pull_request:64632|pull_request:66378", "pull_request:64601|pull_request:65385", "pull_request:63167|pull_request:67225", "pull_request:65384|pull_request:65385", "pull_request:53872|pull_request:67477" ], "prepared_review_unit_hash": "16ca66acafc083d2800c7fab35df9720c3b0f703bd797b127204d8c98e19c850", "component_budget": { "node_count": 23, "item_count": 23, "soft_pair_count": 29, "serialized_chars": 56787, "estimated_input_tokens": 14197, "estimated_eval_tokens": 28650 }, "budget": { "node_count": 18, "item_count": 18, "soft_pair_count": 11, "serialized_chars": 39266, "estimated_input_tokens": 9817, "estimated_eval_tokens": 19890 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is noisy: it mixes several unrelated PRs, but there are a few real duplicate-like subclusters around cron deleteAfterRun handling, session override clearing, browser CLI help/loading, and the plugins.allow built-in-command path. Most other soft edges are not the same underlying change.", "confidence": 0.78, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65262 is the strongest representative of the built-in-command/plugins.allow fix: it has the explicit issue link, broad regression coverage, and a clear code-path change in run-main.ts.", "best_issue_reason": null, "best_pr_reason": "PR 65262 is the best global representative in this cluster because it is the most complete, well-supported fix among the near-duplicate run-main candidates.", "soft_edge_verdicts": [ { "left": "pull_request:65460", "right": "pull_request:66640", "accept": true, "reason": "Both target the browser CLI help/bootstrap path and appear to address the same no-full-boot / lazy-loading problem in the same area." }, { "left": "pull_request:65111", "right": "pull_request:65262", "accept": true, "reason": "Same plugins.allow/built-in command behavior in run-main.ts; 65262 looks like the broader follow-up on the same underlying bug." }, { "left": "pull_request:63871", "right": "pull_request:64375", "accept": true, "reason": "Both fix deleteAfterRun behavior for recurring cron jobs in timer.ts and are tied to the same issue target." }, { "left": "pull_request:64518", "right": "pull_request:65330", "accept": true, "reason": "Both address the same session override clearing bug on /new and /reset; 65330 adds a missing regression for the same path." }, { "left": "pull_request:63167", "right": "pull_request:65262", "accept": false, "reason": "Unrelated problems: missing qmd workspace cwd vs. built-in slash command allow-list handling." }, { "left": "pull_request:65383", "right": "pull_request:65460", "accept": false, "reason": "Different subsystems and bugs: iMessage duplicate watcher startup vs browser CLI help loading." }, { "left": "pull_request:64632", "right": "pull_request:66378", "accept": false, "reason": "Both involve media-related sending, but they fix different channels and different code paths." }, { "left": "pull_request:64601", "right": "pull_request:65385", "accept": false, "reason": "Unrelated: bundled setup/runtime plugin loading vs comfy provider config ownership." }, { "left": "pull_request:63167", "right": "pull_request:67225", "accept": false, "reason": "Different bug classes: qmd workspace cwd failure vs agent-specific thinking defaults." }, { "left": "pull_request:65384", "right": "pull_request:65385", "accept": false, "reason": "Unrelated changes in different extensions: Feishu legacy account migration vs Comfy provider config reading." }, { "left": "pull_request:53872", "right": "pull_request:67477", "accept": false, "reason": "Different hook/event behaviors in different domains; not the same underlying change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 24, "component_count": 99, "review_unit_index": 2, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-53872-23", "nodes": [ "pull_request:53872", "pull_request:62677", "pull_request:63871", "pull_request:64601", "pull_request:64617", "pull_request:64632", "pull_request:64717", "pull_request:64967", "pull_request:65330", "pull_request:65381", "pull_request:65383", "pull_request:65384", "pull_request:65385", "pull_request:66378", "pull_request:67225", "pull_request:67477" ], "soft_pairs": [ "pull_request:65381|pull_request:65385", "pull_request:64601|pull_request:64632", "pull_request:64601|pull_request:65384", "pull_request:65383|pull_request:65385", "pull_request:64717|pull_request:66378", "pull_request:64632|pull_request:64717", "pull_request:64632|pull_request:67225", "pull_request:65330|pull_request:67225", "pull_request:64632|pull_request:67477", "pull_request:65383|pull_request:65384", "pull_request:62677|pull_request:63871", "pull_request:64717|pull_request:64967", "pull_request:53872|pull_request:64632", "pull_request:64601|pull_request:67225", "pull_request:65381|pull_request:65383", "pull_request:65381|pull_request:65384", "pull_request:63871|pull_request:64632", "pull_request:63871|pull_request:64617" ], "prepared_review_unit_hash": "84194bba37262f15f7dde4a15a37b7125d800c32f5e29f3a5638942d0aa3614b", "component_budget": { "node_count": 23, "item_count": 23, "soft_pair_count": 29, "serialized_chars": 56787, "estimated_input_tokens": 14197, "estimated_eval_tokens": 28650 }, "budget": { "node_count": 16, "item_count": 16, "soft_pair_count": 18, "serialized_chars": 37335, "estimated_input_tokens": 9334, "estimated_eval_tokens": 18924 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "These pull requests are a mixed set of unrelated fixes across gateway/session reset, cron, plugins, model selection, messaging integrations, and test coverage. None of the proposed soft pairs look like the same underlying bug or change, so I would not merge any of them as duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR 64601 is the strongest canonical representative: it has an explicit issue target, a coherent runtime/code-path fix, and supporting tests without being just documentation or broad cleanup.", "best_issue_reason": null, "best_pr_reason": "PR 64601 is the best global triage candidate because it is a focused, self-contained bug fix with clear implementation changes and regression coverage.", "soft_edge_verdicts": [ { "left": "pull_request:65381", "right": "pull_request:65385", "accept": false, "reason": "Different problems: one updates status cost accounting for cache tokens, the other changes how plugin-owned provider config is read." }, { "left": "pull_request:64601", "right": "pull_request:64632", "accept": false, "reason": "Unrelated subsystems and behaviors: bundled setup/runtime loading vs Slack media-root propagation through custom invoke." }, { "left": "pull_request:64601", "right": "pull_request:65384", "accept": false, "reason": "Different change areas: setup-runtime loader behavior vs Feishu legacy botName account migration." }, { "left": "pull_request:65383", "right": "pull_request:65385", "accept": false, "reason": "Different products and bugs: iMessage duplicate default watcher logic vs Comfy plugin-owned config loading." }, { "left": "pull_request:64717", "right": "pull_request:66378", "accept": false, "reason": "Both are messaging-related but fix different code paths: Telegram chunk planning vs WhatsApp media-send path selection." }, { "left": "pull_request:64632", "right": "pull_request:64717", "accept": false, "reason": "Slack custom invoke/media-root preservation is unrelated to Telegram text chunk limits." }, { "left": "pull_request:64632", "right": "pull_request:67225", "accept": false, "reason": "Different behavior in different flows: Slack invoke context preservation vs agent ingress thinking defaults." }, { "left": "pull_request:65330", "right": "pull_request:67225", "accept": false, "reason": "Both touch session/reset semantics, but one clears model overrides and the other changes thinking-default resolution." }, { "left": "pull_request:64632", "right": "pull_request:67477", "accept": false, "reason": "Different WhatsApp paths: Slack media-root context handling vs WhatsApp auto-reply hook emission." }, { "left": "pull_request:65383", "right": "pull_request:65384", "accept": false, "reason": "Different integrations and fixes: iMessage watcher duplication vs Feishu legacy account migration." }, { "left": "pull_request:62677", "right": "pull_request:63871", "accept": false, "reason": "No shared bug: OpenRouter attribution wrapper restoration is unrelated to cron deleteAfterRun cleanup." }, { "left": "pull_request:64717", "right": "pull_request:64967", "accept": false, "reason": "Different domains and behavior: Telegram send chunk limits vs model-picker replace-mode catalog selection." }, { "left": "pull_request:53872", "right": "pull_request:64632", "accept": false, "reason": "Gateway session-reset hooks and Slack media-root propagation are unrelated." }, { "left": "pull_request:64601", "right": "pull_request:67225", "accept": false, "reason": "Different code paths: plugin setup loading vs ingress think-level default resolution." }, { "left": "pull_request:65381", "right": "pull_request:65383", "accept": false, "reason": "Cost-estimate accounting and iMessage watcher-start logic are unrelated." }, { "left": "pull_request:65381", "right": "pull_request:65384", "accept": false, "reason": "Different features: status cost math vs Feishu account migration." }, { "left": "pull_request:63871", "right": "pull_request:64632", "accept": false, "reason": "Cron recurring-job deletion is unrelated to Slack custom invoke media-root handling." }, { "left": "pull_request:63871", "right": "pull_request:64617", "accept": false, "reason": "Recurring cron job deletion and archived transcript orphan checks are different bugs in different modules." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 25, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-54082-2", "nodes": [ "pull_request:54082", "pull_request:54085" ], "soft_pairs": [ "pull_request:54082|pull_request:54085" ], "prepared_review_unit_hash": "b3fcb987b6b1b8494b173edc6f02cfa236e93b2acacb2bf7a423fc8f87b3e453", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4347, "estimated_input_tokens": 1087, "estimated_eval_tokens": 2430 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4347, "estimated_input_tokens": 1087, "estimated_eval_tokens": 2430 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests target CLI respawn overhead, but they fix different concrete paths: one changes the dev runner spawn arguments, the other changes general CLI respawn policy for short-lived commands. They are related, not duplicates.", "confidence": 0.88, "canonical_issue_reason": null, "canonical_pr_reason": "PR #54085 is the broader, more central change: it updates the respawn policy itself and covers the general short-lived CLI case.", "best_issue_reason": null, "best_pr_reason": "PR #54085 is the best representative of the cluster because it addresses the underlying respawn mechanism rather than one specific runner invocation.", "soft_edge_verdicts": [ { "left": "pull_request:54082", "right": "pull_request:54085", "accept": false, "reason": "Different concrete code paths and behaviors: #54082 is a dev-runner spawn tweak for openclaw, while #54085 changes shared CLI respawn policy for help/version-like commands. They are related optimization work, not the same fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 26, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-54084-2", "nodes": [ "pull_request:54084", "pull_request:54086" ], "soft_pairs": [ "pull_request:54084|pull_request:54086" ], "prepared_review_unit_hash": "1d50961880be9047ae80dfc694940ac6440e9cd220cad93631ecd4118531e19e", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4530, "estimated_input_tokens": 1133, "estimated_eval_tokens": 2522 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4530, "estimated_input_tokens": 1133, "estimated_eval_tokens": 2522 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs both touch pairing CLI code, but they address different behaviors: one adds a fast route for `pairing list`, the other defers plugin loading during CLI setup. Shared filenames are not enough to treat them as duplicates.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "PR #54084 is the more substantial and self-contained change, centered on the new `pairing list` fast path and its routing/tests.", "best_issue_reason": null, "best_pr_reason": "PR #54084 is the better representative of the cluster because it introduces the broader feature work, while #54086 is a narrower startup/loading refactor.", "soft_edge_verdicts": [ { "left": "pull_request:54084", "right": "pull_request:54086", "accept": false, "reason": "Different concrete changes: #54084 adds a fast route for `pairing list`; #54086 defers plugin loading to action time. They share a file but not the same underlying bug or mergeable fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 27, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-62415-7", "nodes": [ "pull_request:62415", "pull_request:62481", "pull_request:62482", "pull_request:65804", "pull_request:67203", "pull_request:67206", "pull_request:67292" ], "soft_pairs": [ "pull_request:62415|pull_request:67206", "pull_request:62415|pull_request:62482", "pull_request:62415|pull_request:65804", "pull_request:62481|pull_request:62482", "pull_request:65804|pull_request:67206", "pull_request:67203|pull_request:67292", "pull_request:67206|pull_request:67292" ], "prepared_review_unit_hash": "1f0e76791885b26190fd83259a1a02a18c0339ac709ce6b3149e74463d7b11aa", "component_budget": { "node_count": 7, "item_count": 7, "soft_pair_count": 7, "serialized_chars": 17009, "estimated_input_tokens": 4253, "estimated_eval_tokens": 8762 }, "budget": { "node_count": 7, "item_count": 7, "soft_pair_count": 7, "serialized_chars": 17009, "estimated_input_tokens": 4253, "estimated_eval_tokens": 8762 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These items split into two real duplicate groups: a logging subsystem file-logger refresh bug (62415, 62482, 65804, 67206) and a separate Mistral reasoning-content stream bug (67203, 67292). 62481 is unrelated to both; it only shares a test file with the logging work.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "67206 is the cleanest canonical representative for the logging bug: it fixes the parent-rebuild invalidation in subsystem/logger internals and adds focused regression coverage, making it the most complete standalone implementation among the logging PRs.", "best_issue_reason": null, "best_pr_reason": "67206 is the strongest overall representative in this set because it is a focused, code-path-level fix with explicit invalidation logic and dedicated tests; the other logging PRs look like earlier variants, while 67203/67292 are a separate bug class.", "soft_edge_verdicts": [ { "left": "pull_request:62415", "right": "pull_request:67206", "accept": true, "reason": "Same underlying logging bug: subsystem file child loggers are not refreshed after the parent logger is rebuilt/rotated; both modify the same code path." }, { "left": "pull_request:62415", "right": "pull_request:62482", "accept": true, "reason": "Same logging rollover issue, just framed as date-roll rebuild vs daily rollover; the fixes target the same subsystem file-logger refresh behavior." }, { "left": "pull_request:62415", "right": "pull_request:65804", "accept": true, "reason": "Same bug and same subsystem.ts child-logger caching problem; 65804 is an alternate implementation of the same rollover invalidation fix." }, { "left": "pull_request:62481", "right": "pull_request:62482", "accept": false, "reason": "Different bugs: 62481 is about filtering phantom provider groups from OpenRouter model IDs, while 62482 is about logging file-logger refresh on rollover." }, { "left": "pull_request:65804", "right": "pull_request:67206", "accept": true, "reason": "Same concrete logging code-path problem: refresh invalidation for subsystem file loggers when the parent logger is rebuilt." }, { "left": "pull_request:67203", "right": "pull_request:67292", "accept": true, "reason": "Both address the same Mistral reasoning_content handling in openai-transport-stream.ts; 67292 includes extra unrelated changes, but the shared fix is the same concrete bug." }, { "left": "pull_request:67206", "right": "pull_request:67292", "accept": false, "reason": "They touch different underlying problems: 67206 is logging invalidation, while 67292 is Mistral reasoning-content stream handling plus an unrelated gateway change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 28, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-62689-3", "nodes": [ "pull_request:62689", "pull_request:64446", "pull_request:66005" ], "soft_pairs": [ "pull_request:62689|pull_request:66005", "pull_request:62689|pull_request:64446" ], "prepared_review_unit_hash": "5db5dd229127e0276216f7209c26e4fcd015b6a1d86926622525f00e18eb639d", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6713, "estimated_input_tokens": 1679, "estimated_eval_tokens": 3614 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6713, "estimated_input_tokens": 1679, "estimated_eval_tokens": 3614 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Three open Discord PRs all revolve around ACP/thread-binding ID normalization, but they address different code paths: inbound conversation prefix handling, explicit parentConversationId normalization, and a fallback for guild-channel channelId resolution. They are related thematically but not duplicates.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66005 is the most concrete representative of the cluster because it fixes the runtime channelId resolution path in the thread binding manager, which is the clearest end-user failure mode.", "best_issue_reason": null, "best_pr_reason": "PR 66005 is the strongest standalone fix: it directly patches failed ACP thread creation lookups for guild channels with a prefix-stripping fallback, with a narrow and plausible production impact.", "soft_edge_verdicts": [ { "left": "pull_request:62689", "right": "pull_request:64446", "accept": false, "reason": "Both are about Discord ACP binding normalization, but one changes inbound conversation prefix formatting while the other normalizes explicit parentConversationId for child bindings; these are different code paths and not the same concrete fix." }, { "left": "pull_request:62689", "right": "pull_request:66005", "accept": false, "reason": "They share the same broad theme of channel-prefix handling, but 62689 fixes the inbound conversation contract/REST lookup normalization, while 66005 adds a fallback for guild-channel channelId resolution during thread creation. They are related, not duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 29, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-62938-2", "nodes": [ "pull_request:62938", "pull_request:66404" ], "soft_pairs": [ "pull_request:62938|pull_request:66404" ], "prepared_review_unit_hash": "0b9f31f67c39264a1a9c66d53ba8f2f0bcf4bc80ec565ea72455003f40a196e9", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4447, "estimated_input_tokens": 1112, "estimated_eval_tokens": 2480 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4447, "estimated_input_tokens": 1112, "estimated_eval_tokens": 2480 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs target the same exec-approvals path-resolution bug around OPENCLAW_STATE_DIR. PR 66404 appears to be the more complete formulation, including the code change plus aligned security-warning text and tests, so it is the better cluster representative.", "confidence": 0.84, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66404 is the broader, more explicit fix for the same OPENCLAW_STATE_DIR host-path behavior and includes the user-facing warning update in addition to the code/test changes.", "best_issue_reason": null, "best_pr_reason": "PR 66404 best represents the cluster because it addresses the same concrete exec-approvals path bug while also updating the security guidance to match the new behavior.", "soft_edge_verdicts": [ { "left": "pull_request:62938", "right": "pull_request:66404", "accept": true, "reason": "Both PRs fix the same underlying exec-approvals host-path resolution to use OPENCLAW_STATE_DIR, and the diff overlap shows they are plausibly mergeable into one change." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs touch the exec-approvals/OpenClaw state-dir path handling, and PR 66404 also updates the security warning text to match the new behavior. The soft-edge accept is conservative enough here because the overlap is in the same code area and the changes look plausibly mergeable into one bugfix PR." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 30, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63073-2", "nodes": [ "pull_request:63073", "pull_request:63586" ], "soft_pairs": [ "pull_request:63073|pull_request:63586" ], "prepared_review_unit_hash": "196e0e63d61e9040d5db55076d93256e0478dae86a79d096df79cf23d34bd0c9", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4347, "estimated_input_tokens": 1087, "estimated_eval_tokens": 2430 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4347, "estimated_input_tokens": 1087, "estimated_eval_tokens": 2430 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs are not duplicates: one fixes Minimax usage snapshot host selection, the other changes plugin-loader strict error handling for non-allowlisted plugins. They touch different code paths and should not be merged as the same underlying change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No single canonical PR: the changes are for unrelated problems in different subsystems (Minimax provider usage vs plugin loading behavior).", "best_issue_reason": null, "best_pr_reason": "PR #63586 is the better representative of the cluster only in the sense that it is a more self-contained bug fix with explicit test coverage; however, it is still unrelated to PR #63073.", "soft_edge_verdicts": [ { "left": "pull_request:63073", "right": "pull_request:63586", "accept": false, "reason": "Different functionality and code paths: #63073 updates Minimax usage host resolution, while #63586 alters plugin loader behavior under strict loading. They do not appear to fix the same concrete bug or be mergeable into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 31, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63176-2", "nodes": [ "pull_request:63176", "pull_request:64281" ], "soft_pairs": [ "pull_request:63176|pull_request:64281" ], "prepared_review_unit_hash": "eb14ec0568ab029402cd6aaeee412ea54343035958b7e5cf586fe65dfafd5c15", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5354, "estimated_input_tokens": 1339, "estimated_eval_tokens": 2934 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5354, "estimated_input_tokens": 1339, "estimated_eval_tokens": 2934 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs are unrelated feature changes: one exposes ACP spawn/prompt in the plugin runtime, the other adds sessions_delegate tool support and display metadata. They do not look like the same underlying bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:63176", "right": "pull_request:64281", "accept": false, "reason": "Different features and code paths: 63176 changes plugin runtime ACP plumbing, while 64281 adds agent delegation tools/UI metadata. They are not the same fix and would not plausibly be merged into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 32, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63330-3", "nodes": [ "pull_request:63330", "pull_request:63503", "pull_request:63518" ], "soft_pairs": [ "pull_request:63330|pull_request:63503", "pull_request:63330|pull_request:63518", "pull_request:63503|pull_request:63518" ], "prepared_review_unit_hash": "e09a30c3a3771d93d99caf50ed9e42a93192b1af1f51d9b558cab3611fcbe3c8", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 11009, "estimated_input_tokens": 2753, "estimated_eval_tokens": 5762 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 11009, "estimated_input_tokens": 2753, "estimated_eval_tokens": 5762 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three PRs share plugin/runtime plumbing and some gateway-restart test files, but they implement different feature extensions: session followup/gateway restart, model switching, and inference guard. They look related by architecture, not like duplicate fixes or the same concrete change.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "PR #63330 is the broadest and earliest of the three, anchoring the shared plugin/runtime followup work and the gateway-restart extension, so it is the best single representative if one PR must be chosen.", "best_issue_reason": null, "best_pr_reason": "PR #63330 is the best representative of the cluster because it contains the central session followup API plus the gateway-restart extension; the other two are separate feature PRs built on similar runtime infrastructure, not the same change.", "soft_edge_verdicts": [ { "left": "pull_request:63330", "right": "pull_request:63503", "accept": false, "reason": "Different feature goals: session followup/gateway restart vs local model backend switching. Shared runtime files are infrastructure overlap, not the same concrete fix." }, { "left": "pull_request:63330", "right": "pull_request:63518", "accept": false, "reason": "Different features: session followup/gateway restart vs single-slot collision prevention. They touch related plugin code but do not fix the same bug or implement the same change." }, { "left": "pull_request:63503", "right": "pull_request:63518", "accept": false, "reason": "Model switching and inference guard are separate extensions with different behaviors and failure modes; similarity is only via shared plugin/runtime scaffolding." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 33, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63696-2", "nodes": [ "pull_request:63696", "pull_request:64597" ], "soft_pairs": [ "pull_request:63696|pull_request:64597" ], "prepared_review_unit_hash": "8856a94e1eb3be08ef48c53c45da774676fdf7df9c99732c2d2706bb55d8ab11", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5115, "estimated_input_tokens": 1279, "estimated_eval_tokens": 2814 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5115, "estimated_input_tokens": 1279, "estimated_eval_tokens": 2814 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are two unrelated agent-runtime PRs that only overlap in shared runner plumbing. One fixes duplicate user-message persistence during model-fallback retries; the other avoids futile overflow-truncation retry loops. The shared files are broad integration points, not evidence of the same underlying change.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "PR 63696 is the clearer canonical PR: it addresses a specific persistence/duplication bug with a direct behavioral test and touches the persistence/retry path more explicitly than the overflow-compaction optimization PR.", "best_issue_reason": null, "best_pr_reason": "PR 63696 is the best representative of the cluster because its bug report is more concrete and its fix is more directly tied to a single failure mode; PR 64597 is a separate retry-avoidance change in a different code path.", "soft_edge_verdicts": [ { "left": "pull_request:63696", "right": "pull_request:64597", "accept": false, "reason": "Different underlying problems: duplicate user persistence on fallback retries vs. skipping futile overflow truncation retries. Shared runner files are too broad to imply the same fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 34, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63800-2", "nodes": [ "pull_request:63800", "pull_request:67493" ], "soft_pairs": [ "pull_request:63800|pull_request:67493" ], "prepared_review_unit_hash": "ca3da04e1f728425fe238fa7c3bb75b7f33a4c74cbb09c9fbe8ae24e72717028", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4693, "estimated_input_tokens": 1174, "estimated_eval_tokens": 2604 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4693, "estimated_input_tokens": 1174, "estimated_eval_tokens": 2604 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These PRs are related APNs chat-reply alert work, but the provided evidence only supports overlap\u2014not a firm duplicate determination. The broader 63800 PR may encompass more of the implementation, while 67493 looks like a narrower APNs notify slice.", "confidence": 0.81, "canonical_issue_reason": null, "canonical_pr_reason": "pull_request:63800 is the better canonical PR because it is the broader, earlier APNs chat-alert implementation with more surrounding gateway/runtime/server context and more review activity.", "best_issue_reason": null, "best_pr_reason": "pull_request:63800 is the best representative of the cluster because it appears to cover the fuller feature scope, whereas 67493 is limited to the APNs notify files.", "soft_edge_verdicts": [ { "left": "pull_request:63800", "right": "pull_request:67493", "accept": false, "reason": "They share the same feature name and two filenames, plus an identical test preview, which suggests overlap; however, 63800 has a much broader file set (gateway/runtime/server changes) while 67493 is limited to APNs notify files, so the evidence is not enough to conclude they are the same underlying change or would merge cleanly into one PR." } ] }, "evaluator_result": { "accept": false, "feedback": "The summary overstates the evidence. The packet only shows two PRs sharing the same feature name and two filenames, plus a partial identical test preview; that is enough to suggest overlap, but not enough to firmly conclude they are the same underlying change or that they would merge cleanly into one PR. In particular, 63800 has a much broader file set (gateway/runtime/server changes) while 67493 is limited to the APNs notify files, so the mergeability/same-bugfix claim is not fully grounded in the provided evidence." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 35, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63839-2", "nodes": [ "pull_request:63839", "pull_request:63840" ], "soft_pairs": [ "pull_request:63839|pull_request:63840" ], "prepared_review_unit_hash": "232158bfeaf77d05d91b80d57a268582d0e30fcd5d143827dc84545a29274cfa", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4511, "estimated_input_tokens": 1128, "estimated_eval_tokens": 2512 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4511, "estimated_input_tokens": 1128, "estimated_eval_tokens": 2512 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs are not duplicates: one fixes embedded-runner context-overflow handling for a specific model stop reason, while the other fixes Slack DM thread context preservation. They share only a superficial \u201ccontext/threading\u201d theme.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:63839", "right": "pull_request:63840", "accept": false, "reason": "Different code paths and bugs: 63839 handles model_context_window_exceeded in the embedded runner, while 63840 preserves Slack DM thread context. They are not the same change and would not plausibly merge into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 36, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-63847-3", "nodes": [ "pull_request:63847", "pull_request:63848", "pull_request:66844" ], "soft_pairs": [ "pull_request:63847|pull_request:66844", "pull_request:63847|pull_request:63848" ], "prepared_review_unit_hash": "859add96f2715b6757c8af97fd826d673c0445e29f2dacbbc4f62ddb2b9c336f", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6645, "estimated_input_tokens": 1662, "estimated_eval_tokens": 3580 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6645, "estimated_input_tokens": 1662, "estimated_eval_tokens": 3580 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are three related memory-feature PRs, but they address different bugs: CLI plugin loading for memory commands, config propagation in memory-search provider resolution, and recognizing ollama as a valid embedding provider. They are not duplicates of one another.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66844 is the strongest canonical candidate: it has an explicit issue target, a concrete symptom (invalid embedding provider recognition), and a focused code-path fix in the memory embedding provider runtime.", "best_issue_reason": null, "best_pr_reason": "PR 66844 is the best representative of the cluster because it is the most self-contained, clearly scoped bug fix with an explicit target issue; the other PRs touch different parts of the memory/plugin flow.", "soft_edge_verdicts": [ { "left": "pull_request:63847", "right": "pull_request:66844", "accept": false, "reason": "Different layers and failure modes: 63847 changes CLI startup policy to load plugins for memory commands, while 66844 changes runtime embedding-provider validation/registration. They are related to memory features but not the same underlying bug." }, { "left": "pull_request:63847", "right": "pull_request:63848", "accept": false, "reason": "63847 is about loading plugins for memory CLI commands; 63848 is about passing config into memory-search provider resolution. These could both affect memory behavior, but they do not fix the same concrete code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 37, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64027-2", "nodes": [ "pull_request:64027", "pull_request:64805" ], "soft_pairs": [ "pull_request:64027|pull_request:64805" ], "prepared_review_unit_hash": "ccc71cc018c291169368fd79b905dbbf293f60cf0551feb70f53b639401ca02f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4799, "estimated_input_tokens": 1200, "estimated_eval_tokens": 2656 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4799, "estimated_input_tokens": 1200, "estimated_eval_tokens": 2656 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two Feishu PRs overlap in files and subsystem, but they address different features: one is for in-place card content updates on option clicks, the other is for adding token/context usage to a streaming card footer. They do not look like the same underlying bug or change.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "PR #64027 is the better representative because it has an explicit tracking issue link and the diff centers on a distinct, well-scoped Feishu card interaction feature.", "best_issue_reason": null, "best_pr_reason": "PR #64027 is the strongest standalone PR in this cluster: clearer feature intent, explicit issue target, and broader implementation surface.", "soft_edge_verdicts": [ { "left": "pull_request:64027", "right": "pull_request:64805", "accept": false, "reason": "Shared Feishu files alone are not enough; #64027 implements in-place option-click card updates, while #64805 adds token/context usage to a streaming card footer. Different concrete behaviors and not plausibly one merged PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 38, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64179-2", "nodes": [ "pull_request:64179", "pull_request:64185" ], "soft_pairs": [ "pull_request:64179|pull_request:64185" ], "prepared_review_unit_hash": "f1fe418ef883c8e5635b01a5628faa6e238821c9b063c4c01350ee81e0204e4c", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5074, "estimated_input_tokens": 1269, "estimated_eval_tokens": 2794 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5074, "estimated_input_tokens": 1269, "estimated_eval_tokens": 2794 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs are not duplicates: one adds localized tool summaries across agent/runtime code, while the other adds a Feishu session trace relay documentation/script feature. They touch different code paths and solve different problems.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: the PRs address unrelated features and should not be merged as duplicates.", "best_issue_reason": null, "best_pr_reason": "No single best PR as a duplicate representative; if forced, 64179 is the broader code change, but the pair is not a true duplicate cluster.", "soft_edge_verdicts": [ { "left": "pull_request:64179", "right": "pull_request:64185", "accept": false, "reason": "Different features and code paths: localized tool summaries vs. Feishu session trace relay; they are not the same underlying change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 39, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64198-2", "nodes": [ "pull_request:64198", "pull_request:64215" ], "soft_pairs": [ "pull_request:64198|pull_request:64215" ], "prepared_review_unit_hash": "4cb735cfc952b284759cfa9f43b33ce4df1c0dcdc1993627f5bd98ce4c345bcf", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4481, "estimated_input_tokens": 1121, "estimated_eval_tokens": 2498 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4481, "estimated_input_tokens": 1121, "estimated_eval_tokens": 2498 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs appear to address the same bug: ensuring available skills are sorted alphabetically before prompt formatting for deterministic/stable output. They touch the same files and have nearly identical intent, so they look like duplicate changes that could be merged into one PR.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "PR #64215 is the better canonical choice because it is more explicit about the target issue (#64167) and the description is slightly clearer about the deterministic ordering goal.", "best_issue_reason": null, "best_pr_reason": "PR #64215 is the best overall match because it directly references the tracking issue and appears to cover the same code-path fix with the clearest framing.", "soft_edge_verdicts": [ { "left": "pull_request:64198", "right": "pull_request:64215", "accept": true, "reason": "Same underlying fix in the same code path: alphabetically sorting available skills for prompt generation. The titles, files, and test additions strongly indicate duplicate PRs that could be merged together." } ] }, "evaluator_result": { "accept": true, "feedback": "The conclusion is grounded in the packet: both PRs target the same area (`src/agents/skills/workspace.ts` plus matching tests), have nearly identical titles, and the previews show the same alphabetical-sorting behavior for prompt generation. The summary stays appropriately cautious with \u201cappear to address,\u201d and the soft-edge acceptance is reasonable because the changes look mergeable into a single bugfix PR." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 40, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64263-2", "nodes": [ "pull_request:64263", "pull_request:64265" ], "soft_pairs": [ "pull_request:64263|pull_request:64265" ], "prepared_review_unit_hash": "0241a83a007cd68e1dc7363ef5eba1d0c74fd452907515bd05449226903c09db", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 6917, "estimated_input_tokens": 1730, "estimated_eval_tokens": 3716 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 6917, "estimated_input_tokens": 1730, "estimated_eval_tokens": 3716 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests are about the same agents/AGENTS-file feature set, but 64265 is primarily documentation and test coverage while 64263 contains the substantive implementation. They are related, yet not the same PR-worthy code change for duplicate-merging purposes.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "64263 is the core implementation PR: it adds model-aware AGENTS file selection and bootstrap signature gating in the runtime paths. It also explicitly targets the relevant issues, whereas 64265 is a docs/test companion.", "best_issue_reason": null, "best_pr_reason": "64263 is the best representative of the cluster because it carries the actual behavior change in the code path; 64265 mostly documents the feature and adds lenient-mode tests rather than introducing a separate fix.", "soft_edge_verdicts": [ { "left": "pull_request:64263", "right": "pull_request:64265", "accept": false, "reason": "They are related companion PRs, but not the same concrete code-path change: 64263 implements the feature, while 64265 is mainly documentation and test support. Strict PR duplicate triage should not merge these." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 41, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64387-2", "nodes": [ "pull_request:64387", "pull_request:64388" ], "soft_pairs": [ "pull_request:64387|pull_request:64388" ], "prepared_review_unit_hash": "5108b19db075dbbbda45e4803af4027d84fbd509bd3d435189d38e5a6fc61952", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4566, "estimated_input_tokens": 1142, "estimated_eval_tokens": 2540 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4566, "estimated_input_tokens": 1142, "estimated_eval_tokens": 2540 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two open PRs share loader-related files and a lint-suppression update, but they fix different plugin-loader behaviors: one adds `activationSourceConfig` to `loadOpenClawPlugins` destructuring, the other changes `cache:false` + `activate:false` handling from throw to auto-correct. They are not duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:64387", "right": "pull_request:64388", "accept": false, "reason": "Different underlying changes and code paths. Shared filenames are incidental; one is a destructuring/loader fix, the other is a behavior change for conflicting plugin options, so they should not be merged as the same PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 42, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64393-2", "nodes": [ "pull_request:64393", "pull_request:64557" ], "soft_pairs": [ "pull_request:64393|pull_request:64557" ], "prepared_review_unit_hash": "e5f7d2f5226f79690df03930516af89b648090eb1297758180be5d4264f2281c", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4548, "estimated_input_tokens": 1137, "estimated_eval_tokens": 2530 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4548, "estimated_input_tokens": 1137, "estimated_eval_tokens": 2530 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests address the same CLI MCP session invalidation bug caused by hashing an ephemeral loopback port in mcpConfigHash. PR #64393 is the more complete fix with regression coverage and related session/prep updates, while #64557 looks like a narrower duplicate implementation of the same underlying change.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "#64393 is the strongest canonical PR: it directly targets the loopback-port hashing regression, includes tests, and updates the relevant CLI bundle/session flow rather than only the hashing site.", "best_issue_reason": null, "best_pr_reason": "#64393 is the best representative of the cluster because it appears more complete and safer to merge, with explicit regression tests and coordinated changes across the affected CLI paths.", "soft_edge_verdicts": [ { "left": "pull_request:64393", "right": "pull_request:64557", "accept": true, "reason": "Same underlying bug and same concrete hash change: both exclude ephemeral loopback state from mcpConfigHash to prevent session invalidation, so they are duplicate fixes rather than separate PRs." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 43, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64449-2", "nodes": [ "pull_request:64449", "pull_request:64872" ], "soft_pairs": [ "pull_request:64449|pull_request:64872" ], "prepared_review_unit_hash": "285c14f8df89cd3c230018ac5602f8c0a05f2325e90ecd00ac7f38bd8dad3a75", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5302, "estimated_input_tokens": 1326, "estimated_eval_tokens": 2908 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5302, "estimated_input_tokens": 1326, "estimated_eval_tokens": 2908 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs are related to reply-media handling, but they fix different failure modes: one preserves original media URLs when normalization fails, while the other converts local media paths into hosted gateway URLs. Shared subsystem alone is not enough to treat them as duplicates.", "confidence": 0.9, "canonical_issue_reason": null, "canonical_pr_reason": "PR #64872 is the tighter, more directly scoped fix with an explicit issue target and a clear WhatsApp reply-pipeline behavior change.", "best_issue_reason": null, "best_pr_reason": "PR #64872 is the best representative candidate because it has the clearest concrete code-path focus and the strongest linkage to a user-facing bug.", "soft_edge_verdicts": [ { "left": "pull_request:64449", "right": "pull_request:64872", "accept": false, "reason": "They address different media-handling behaviors: fallback preservation on normalization failure vs. proactively hosting local paths as gateway URLs. Similar domain, but not the same underlying bug or a change that would plausibly be merged as one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 44, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64470-2", "nodes": [ "pull_request:64470", "pull_request:65324" ], "soft_pairs": [ "pull_request:64470|pull_request:65324" ], "prepared_review_unit_hash": "b367d5e1f4f196e31b42524230e36187045698d149fe481ca0c076e6dee25dba", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4334, "estimated_input_tokens": 1084, "estimated_eval_tokens": 2424 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4334, "estimated_input_tokens": 1084, "estimated_eval_tokens": 2424 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs target the same WSL2 Chrome-launch problem: ensuring DISPLAY is set so Chrome can connect to a Windows X server. They appear to be duplicate implementations of the same fix, with the second PR adding test coverage.", "confidence": 0.87, "canonical_issue_reason": null, "canonical_pr_reason": "PR #65324 is the stronger canonical candidate because it addresses the same concrete WSL2 DISPLAY bug and appears to include validation/test coverage in addition to the fix.", "best_issue_reason": null, "best_pr_reason": "PR #65324 is the best overall representative since it seems to contain the same fix plus tests, making it the more complete and merge-ready version of the WSL2 Chrome DISPLAY change.", "soft_edge_verdicts": [ { "left": "pull_request:64470", "right": "pull_request:65324", "accept": true, "reason": "Same underlying bug and same fix path: set DISPLAY for Chrome launches in WSL2. The second PR looks like the same change with added test coverage, so they are duplicates at the code-change level." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs target the same WSL2 Chrome DISPLAY bug, share the chrome.ts change, and #65324 appears to add test coverage on top of the fix. The duplicate/mergeable soft-edge verdict is conservative enough given the evidence." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 45, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64516-2", "nodes": [ "pull_request:64516", "pull_request:66838" ], "soft_pairs": [ "pull_request:64516|pull_request:66838" ], "prepared_review_unit_hash": "b801a1733abce9051560157d73636dd85130e66ce1b1a82189b70281e7cd4937", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4581, "estimated_input_tokens": 1146, "estimated_eval_tokens": 2548 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4581, "estimated_input_tokens": 1146, "estimated_eval_tokens": 2548 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs appear to be overlapping/duplicate implementations of the same heartbeat cron prompt neutralization fix, with nearly identical titles and shared edits to the same core files.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "Pick PR #66838 as canonical: it is the more complete version, touching the same core prompt/filter code plus an additional heartbeat runner test, suggesting later consolidation of the same fix.", "best_issue_reason": null, "best_pr_reason": "PR #66838 is the best representative because it most fully captures the underlying change and test coverage for the neutral cron wrapper behavior.", "soft_edge_verdicts": [ { "left": "pull_request:64516", "right": "pull_request:66838", "accept": true, "reason": "Same title, same core files, and the diff previews target the same prompt-wrapper behavior for cron events; this looks like the same underlying fix rather than separate changes." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 46, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64539-2", "nodes": [ "pull_request:64539", "pull_request:64758" ], "soft_pairs": [ "pull_request:64539|pull_request:64758" ], "prepared_review_unit_hash": "673370f5f7b7f638dab83a0f2655197135d4b2d4e15ea79704bc7f4e4ff2c7f9", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4437, "estimated_input_tokens": 1110, "estimated_eval_tokens": 2476 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4437, "estimated_input_tokens": 1110, "estimated_eval_tokens": 2476 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs are related only by being in the same auto-reply/reply area; they fix different behaviors in different code paths. One handles OpenClaw tmp media path normalization, the other unblocks steer-mode followups when streaming stops.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "64539 is the more narrowly scoped fix and is explicitly tied to issue 64533, making it the cleaner anchor for the cluster.", "best_issue_reason": null, "best_pr_reason": "64539 is the best representative PR here because it has a single focused change, clear issue linkage, and a tighter scope than the broader steer-mode followup fix.", "soft_edge_verdicts": [ { "left": "pull_request:64539", "right": "pull_request:64758", "accept": false, "reason": "Different underlying bugs: tmp media path normalization vs. mid-stream steer followup handling. They touch related reply code, but not the same concrete code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 47, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64631-3", "nodes": [ "pull_request:64631", "pull_request:64661", "pull_request:64709" ], "soft_pairs": [ "pull_request:64631|pull_request:64709", "pull_request:64631|pull_request:64661", "pull_request:64661|pull_request:64709" ], "prepared_review_unit_hash": "fc6f4292810f73809c356db5fcf2864ad1ae07840bcc956ecc9ee0dd9f034800", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 8035, "estimated_input_tokens": 2009, "estimated_eval_tokens": 4274 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 8035, "estimated_input_tokens": 2009, "estimated_eval_tokens": 4274 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These three PRs all address Windows codepage-aware decoding for captured child-process output. PR 64661 looks like the broadest, clearest version of the fix; 64709 appears to overlap heavily with it; 64631 is a narrower adapter-only variant.", "confidence": 0.83, "canonical_issue_reason": null, "canonical_pr_reason": "PR 64661 is the best canonical PR because it implements the shared Windows encoding fix across the main exec/spawn call sites and adds focused tests and helper plumbing.", "best_issue_reason": null, "best_pr_reason": "PR 64661 is the strongest representative of the cluster: broadest scope, explicit title, and it covers the common decoding helper plus multiple callers rather than only one adapter.", "soft_edge_verdicts": [ { "left": "pull_request:64631", "right": "pull_request:64661", "accept": false, "reason": "Related Windows-output decoding work, but 64631 is only the child supervisor adapter while 64661 is a broader multi-caller exec/spawn fix; not the same concrete change set." }, { "left": "pull_request:64631", "right": "pull_request:64709", "accept": false, "reason": "Same general encoding theme, but 64631 is a narrow adapter-specific change and 64709 is a broader child-process output decoding update across several paths." }, { "left": "pull_request:64661", "right": "pull_request:64709", "accept": true, "reason": "These appear to target the same underlying Windows CJK/codepage decoding bug and touch the same helper and caller set, so they look like duplicate implementations of one fix." } ] }, "evaluator_result": { "accept": true, "feedback": "The cluster summary is grounded in the packet and the soft-edge judgments are appropriately conservative. 64631 is a narrower child-adapter-only change, while 64661 and 64709 clearly overlap on the shared Windows encoding helper and the same caller set/files, so treating those two as duplicate implementations of one fix is reasonable. The canonical PR choice is also supported by its broader scope and explicit fix title." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 48, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64673-2", "nodes": [ "pull_request:64673", "pull_request:65188" ], "soft_pairs": [ "pull_request:64673|pull_request:65188" ], "prepared_review_unit_hash": "a2331d1187c2e0b90eea8e1021fa7544bfbbccec802a3e9487a65c9d8525e1a4", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4613, "estimated_input_tokens": 1154, "estimated_eval_tokens": 2564 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4613, "estimated_input_tokens": 1154, "estimated_eval_tokens": 2564 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items touch iOS Safari zoom prevention, but they are not the same change: PR #64673 is a focused CSS-only fix, while PR #65188 bundles unrelated iOS gateway TLS/networking changes and only partially overlaps on the UI style file.", "confidence": 0.9, "canonical_issue_reason": null, "canonical_pr_reason": "PR #64673 is the cleaner canonical representative: it directly and narrowly addresses the iOS Safari auto-zoom problem without unrelated gateway/TLS work.", "best_issue_reason": null, "best_pr_reason": "PR #64673 is the best overall PR for this cluster because it is the most specific, self-contained implementation of the auto-zoom fix.", "soft_edge_verdicts": [ { "left": "pull_request:64673", "right": "pull_request:65188", "accept": false, "reason": "Shared issue target and one shared stylesheet are not enough here; #65188 appears to mix a different gateway TLS bug with the zoom fix, so it is not the same concrete change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 49, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64749-3", "nodes": [ "pull_request:64749", "pull_request:64773", "pull_request:64934" ], "soft_pairs": [ "pull_request:64749|pull_request:64773", "pull_request:64749|pull_request:64934" ], "prepared_review_unit_hash": "b217283d8bbb171786f955118baff857bec3b2715ac01f8ec671cb0b2d01ea98", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 7395, "estimated_input_tokens": 1849, "estimated_eval_tokens": 3954 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 7395, "estimated_input_tokens": 1849, "estimated_eval_tokens": 3954 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three pull requests are related by theme but address different code paths and feature areas: task-worker observable state, session observable state, and intermediate task statuses. They should not be merged as duplicates.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "PR #64749 is the broadest and most central of the snapshot-related changes, with the largest footprint across CLI, doctor flow, and task registry files. It is the best representative of this cluster, though it is not a duplicate of the others.", "best_issue_reason": null, "best_pr_reason": "PR #64749 is the strongest single representative because it spans the most surrounding plumbing and tests for the observable state snapshot feature. The other PRs are narrower and target different subsystems.", "soft_edge_verdicts": [ { "left": "pull_request:64749", "right": "pull_request:64773", "accept": false, "reason": "Both mention an observable state snapshot, but one is for task-worker state and the other is for session state. Different storage/code paths and different behavior, so they are not the same change." }, { "left": "pull_request:64749", "right": "pull_request:64934", "accept": false, "reason": "One PR adds observable worker state snapshot plumbing; the other changes task lifecycle status handling. They touch the same broad tasks area but fix different concrete problems and would not be merged as one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 50, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64901-3", "nodes": [ "pull_request:64901", "pull_request:65030", "pull_request:65952" ], "soft_pairs": [ "pull_request:64901|pull_request:65030", "pull_request:65030|pull_request:65952" ], "prepared_review_unit_hash": "6e8a65dfe2d7496f9b2a383a7e15f0aa73d14d7137816dd27bc523d31e136aa1", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 7471, "estimated_input_tokens": 1868, "estimated_eval_tokens": 3992 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 7471, "estimated_input_tokens": 1868, "estimated_eval_tokens": 3992 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "PR 65030 is the broad, central change around context-window provenance and warning behavior; PR 64901 looks like a narrower overlapping slice of the same context-window-default warning work, while PR 65952 is a separate Bedrock discovery improvement.", "confidence": 0.88, "canonical_issue_reason": null, "canonical_pr_reason": "65030 is the best canonical PR because it is the most complete and central change set for the context-window fallback/provenance feature, spanning the guard, embedded runner, and discovery/model plumbing.", "best_issue_reason": null, "best_pr_reason": "65030 is the best global PR candidate because it covers the core code path and includes the related context-window handling changes that 64901 is focused on.", "soft_edge_verdicts": [ { "left": "pull_request:64901", "right": "pull_request:65030", "accept": true, "reason": "Same underlying context-window fallback/warning behavior. 65030 appears to subsume the smaller guard/warning change in 64901 and could plausibly be merged as one PR." }, { "left": "pull_request:65030", "right": "pull_request:65952", "accept": false, "reason": "Both touch Bedrock discovery, but they address different concrete problems: provenance/warning for literal defaults vs. adding known model context windows. Same subsystem is not enough to treat them as duplicates." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: 65030 clearly spans the broader context-window provenance/guard/model plumbing, while 64901 is a narrower warning-only slice that 65030 appears to subsume. The negative verdict for 65030 vs 65952 is also conservative and supported: they share a subsystem, but the diffs point to different fixes (provenance tracking vs known-model context windows), so they do not look like one mergeable bugfix PR." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 51, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-64988-3", "nodes": [ "pull_request:64988", "pull_request:65005", "pull_request:65213" ], "soft_pairs": [ "pull_request:64988|pull_request:65005", "pull_request:65005|pull_request:65213" ], "prepared_review_unit_hash": "0435358be0a561b756345ff164ca5e5f4d0c3e0d96277c96e2e791f5fcf9f6d4", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6835, "estimated_input_tokens": 1709, "estimated_eval_tokens": 3674 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6835, "estimated_input_tokens": 1709, "estimated_eval_tokens": 3674 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These PRs are thematically related around resolution/explanation of model or session behavior, but they target different code paths: provider-family inference, models CLI explanation, and sessions CLI explanation. They are adjacent features rather than duplicates.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65005 is the strongest representative of the cluster because it introduces the user-facing resolution explain command and supporting tests in the models path, which is more central than the narrower inference tweak in 64988.", "best_issue_reason": null, "best_pr_reason": "PR 65005 looks like the best standalone PR in the set: it adds a concrete new command with tests and a clear user-facing purpose, while the others are separate feature slices.", "soft_edge_verdicts": [ { "left": "pull_request:64988", "right": "pull_request:65005", "accept": false, "reason": "Related topic, but not the same change: 64988 alters provider inference in session model routing, while 65005 adds a models explain CLI command and tests. Different code paths and merge targets." }, { "left": "pull_request:65005", "right": "pull_request:65213", "accept": false, "reason": "Both are explain commands, but one is for models resolution and the other is for stored sessions. They do not appear to fix or implement the same underlying bug/change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 52, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65010-3", "nodes": [ "pull_request:65010", "pull_request:65221", "pull_request:65222" ], "soft_pairs": [ "pull_request:65010|pull_request:65222", "pull_request:65010|pull_request:65221", "pull_request:65221|pull_request:65222" ], "prepared_review_unit_hash": "1ce3f14fe731b79f78c5f3412dc9e8bfc7d3623aebb39972f6ce08805a45fe71", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 9606, "estimated_input_tokens": 2402, "estimated_eval_tokens": 5060 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 9606, "estimated_input_tokens": 2402, "estimated_eval_tokens": 5060 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Cluster is about interrupt/steer delivery timing around embedded agent runs, but the three PRs address different layers of the problem: core registry race handling, run-active guarding, and Telegram sequential-key delivery.", "confidence": 0.84, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65221 is the best canonical representative because it targets the core embedded-run/ReplyOperation registry race directly and includes the broadest supporting changes and tests across the relevant runtime paths.", "best_issue_reason": null, "best_pr_reason": "PR 65221 is the strongest overall fit: it addresses the central code-path race, spans the main embedded-run and reply registry code, and is more foundational than the narrower guard tweak in 65010 or the Telegram transport workaround in 65222.", "soft_edge_verdicts": [ { "left": "pull_request:65010", "right": "pull_request:65222", "accept": false, "reason": "Both touch steer/interrupt delivery plumbing, but 65010 is a guard on when steer injection is accepted, while 65222 is a Telegram-specific sequential-key bypass; they are adjacent fixes, not the same concrete bug." }, { "left": "pull_request:65010", "right": "pull_request:65221", "accept": false, "reason": "65010 fixes steer injection gating based on run state, whereas 65221 fixes interrupt scheduling races between embedded runs and reply registries; overlapping files do not make this the same underlying change." }, { "left": "pull_request:65221", "right": "pull_request:65222", "accept": false, "reason": "65221 is a registry/race fix in the embedded-run pipeline, while 65222 changes Telegram delivery ordering to bypass grammY sequential keys; they likely interact but do not appear mergeable as one single fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 53, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65051-2", "nodes": [ "pull_request:65051", "pull_request:65340" ], "soft_pairs": [ "pull_request:65051|pull_request:65340" ], "prepared_review_unit_hash": "228a1c3f4adca6a159cb538b6c872eaaa02e11f9197bfdd33ef5cf58c446ae69", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3950, "estimated_input_tokens": 988, "estimated_eval_tokens": 2232 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3950, "estimated_input_tokens": 988, "estimated_eval_tokens": 2232 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two open PRs touch the UI package but address different problems: Control Panel skill grouping vs. chat model reference resolution. They are not duplicates or mergeable into one change.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "PR #65051 is the stronger canonical PR candidate because it contains the actual bug fix in `skills-grouping.ts` plus a regression test; it is a self-contained functional change.", "best_issue_reason": null, "best_pr_reason": "PR #65051 is the best representative of the cluster because it fixes concrete behavior rather than only adding a test, and its scope is clearer than the chat-model ref test-only PR.", "soft_edge_verdicts": [ { "left": "pull_request:65051", "right": "pull_request:65340", "accept": false, "reason": "Different code paths and bugs: one changes skill grouping logic in Control Panel, the other only adds a test for nested chat model ref resolution. No shared underlying fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 54, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65139-2", "nodes": [ "pull_request:65139", "pull_request:65361" ], "soft_pairs": [ "pull_request:65139|pull_request:65361" ], "prepared_review_unit_hash": "6b386695891e5b98e029aa17c634c999ac392bc3d42140d622e5be1814a635a2", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4658, "estimated_input_tokens": 1165, "estimated_eval_tokens": 2586 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4658, "estimated_input_tokens": 1165, "estimated_eval_tokens": 2586 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs are in the same skill-catalog area and share some files, but they appear to target adjacent pieces of the feature rather than the exact same bug/change. PR 65139 focuses on a mixed-tier prompt formatter; PR 65361 adds a new tier frontmatter field and related priority plumbing.", "confidence": 0.78, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR 65361 looks like the more complete and central change: it introduces the tier frontmatter/schema support that the catalog priority behavior would depend on, whereas 65139 appears to be a formatting-layer follow-up.", "soft_edge_verdicts": [ { "left": "pull_request:65139", "right": "pull_request:65361", "accept": false, "reason": "Reject: they overlap in the skill catalog code, but the titles and diff hints suggest different layers of the feature (mixed-tier prompt formatting vs. adding a tier frontmatter field). That is related work, not the same concrete change, and they would not cleanly collapse into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 55, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65150-2", "nodes": [ "pull_request:65150", "pull_request:65186" ], "soft_pairs": [ "pull_request:65150|pull_request:65186" ], "prepared_review_unit_hash": "1ea66013a7c6fe52011f6550d6a48d37c455d1d1117d1164c237438c8aa4fc08", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4533, "estimated_input_tokens": 1134, "estimated_eval_tokens": 2524 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4533, "estimated_input_tokens": 1134, "estimated_eval_tokens": 2524 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two pull requests appear to be the same code change: identical file set, matching diff preview, and the same internal hook insertion around tool execution. The title on 65150 is the cleaner canonical label.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65150 has the clearer, accurate title for the actual change and includes an inbound reference; it is the better canonical representative of this patch.", "best_issue_reason": null, "best_pr_reason": "PR 65150 is the best representative because it most directly describes the concrete hook addition and matches the observed diff.", "soft_edge_verdicts": [ { "left": "pull_request:65150", "right": "pull_request:65186", "accept": true, "reason": "Same underlying PR patch: same modified files and identical diff preview for the internal hook/tool-execution change, so they look mergeable as one change." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs share the same filenames and identical diff preview, so treating them as the same underlying change is conservative. The soft-edge verdict is also appropriately cautious, since it says they 'look mergeable' based on matching patch evidence rather than claiming more than the packet shows." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 56, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65175-2", "nodes": [ "pull_request:65175", "pull_request:65181" ], "soft_pairs": [ "pull_request:65175|pull_request:65181" ], "prepared_review_unit_hash": "9efac54b05309285a1339cd788d5338cf22843f585a26edbdf9ebdd746e87aea", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4001, "estimated_input_tokens": 1001, "estimated_eval_tokens": 2258 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4001, "estimated_input_tokens": 1001, "estimated_eval_tokens": 2258 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests target the same isolated-cron sessionFile persistence bug (#65151). PR 65181 is the more complete version because it includes the code fix plus a regression test; PR 65175 is the minimal fix only.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65181 is the best canonical PR because it fixes the bug in the same code path as 65175 and adds a dedicated regression test, making it the more complete representative of the change.", "best_issue_reason": null, "best_pr_reason": "PR 65181 is the best overall PR for this cluster: same underlying bug, same touched file, same explicit issue target, and it includes validation coverage beyond the bare fix.", "soft_edge_verdicts": [ { "left": "pull_request:65175", "right": "pull_request:65181", "accept": true, "reason": "Same underlying isolated-cron sessionFile persistence bug, same issue target (#65151), and 65181 is essentially 65175 plus a regression test; they are mergeable into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 57, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65561-4", "nodes": [ "pull_request:65561", "pull_request:65735", "pull_request:65962", "pull_request:66671" ], "soft_pairs": [ "pull_request:65561|pull_request:65735", "pull_request:65735|pull_request:65962", "pull_request:65735|pull_request:66671" ], "prepared_review_unit_hash": "3aa93a654b506fe412fab43e492d47b1a5a22089695d8f6e318304d814eca343", "component_budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 3, "serialized_chars": 9089, "estimated_input_tokens": 2273, "estimated_eval_tokens": 4802 }, "budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 3, "serialized_chars": 9089, "estimated_input_tokens": 2273, "estimated_eval_tokens": 4802 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The cluster is centered on /status/session-status runtime entry wiring, with PR 65561 and PR 65735 likely overlapping on the same missing runtime-module registration problem. PR 65962 is a separate missing entry fix for config/sessions/store.runtime, and PR 66671 is related in area but does not conservatively read as the same bugfix as 65735 from the packet alone.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65561 is the strongest anchor: it has the explicit issue target, the broadest concrete runtime-module fix, and it directly addresses the /status runtime loading path plus tsdown entry registration.", "best_issue_reason": null, "best_pr_reason": "PR 65561 best represents the cluster because it is the most explicitly tied to the tracked problem and covers the main runtime-module registration change rather than a narrower follow-up.", "soft_edge_verdicts": [ { "left": "pull_request:65561", "right": "pull_request:65735", "accept": true, "reason": "Both point to the same /status runtime-entry gap and touch the same tsdown/runtime wiring, so 65735 reads as a narrower companion fix to the same underlying issue." }, { "left": "pull_request:65735", "right": "pull_request:65962", "accept": false, "reason": "They fix different missing runtime entries: /status command entries versus config/sessions/store.runtime. Same build mechanism, but not the same underlying bug or code path." }, { "left": "pull_request:65735", "right": "pull_request:66671", "accept": false, "reason": "They are related in the session-status area, but 65735 adds missing tsdown entries for /status while 66671 changes the tool\u2019s import strategy. The packet does not clearly support treating these as one concrete fix." } ] }, "evaluator_result": { "accept": false, "feedback": "The summary is mostly grounded, but one soft-edge verdict is too strong. PR 65561 and PR 65735 do look like the same /status runtime-entry fix space, and PR 65735 and PR 65962 are reasonably separate. However, PR 65735 and PR 66671 are not clearly the same bugfix from the packet alone: 65735 adds missing tsdown entries for /status, while 66671 changes session-status-tool\u2019s import strategy. They are related in area, but the evidence does not conservatively support merging them into a single PR for the same fix." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 58, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65569-2", "nodes": [ "pull_request:65569", "pull_request:67403" ], "soft_pairs": [ "pull_request:65569|pull_request:67403" ], "prepared_review_unit_hash": "8335ea1114a78f56cfb2f3e806990798fe4caa0b2721427b20aa1c4af37156aa", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4546, "estimated_input_tokens": 1137, "estimated_eval_tokens": 2530 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4546, "estimated_input_tokens": 1137, "estimated_eval_tokens": 2530 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both items are effectively the same pull request: same title, same touched files, and the diff preview shows the same memory-wiki token-overlap search change. PR #67403 is the better canonical representative because it explicitly targets issue #64453.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": "PR #67403 is the best canonical PR because it includes an explicit issue link to #64453 and otherwise matches the same patch/content as #65569.", "best_issue_reason": null, "best_pr_reason": "PR #67403 is the clearest representative of the duplicate pair: same change, same files, and it is explicitly tied to the tracking issue.", "soft_edge_verdicts": [ { "left": "pull_request:65569", "right": "pull_request:67403", "accept": true, "reason": "Same title, same files, and identical diff preview indicate the same concrete memory-wiki search fix; these look like duplicate PRs for one code-path change." } ] }, "evaluator_result": { "accept": true, "feedback": "The assessment is grounded in the packet: both PRs share the same title, touched files, and matching diff preview, and PR #67403 is the better canonical representative because it explicitly links issue #64453. The soft-edge verdict is suitably conservative for a likely duplicate pair and the mergeability/same-bugfix conclusion is supported by the evidence provided." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 59, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65691-3", "nodes": [ "pull_request:65691", "pull_request:65730", "pull_request:65777" ], "soft_pairs": [ "pull_request:65691|pull_request:65777", "pull_request:65691|pull_request:65730", "pull_request:65730|pull_request:65777" ], "prepared_review_unit_hash": "eade4d026e1993b95f6ce8b26f33d19ad60d62e097af75805ccab87166a4219f", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 7834, "estimated_input_tokens": 1959, "estimated_eval_tokens": 4174 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 7834, "estimated_input_tokens": 1959, "estimated_eval_tokens": 4174 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are three unrelated pull requests touching different subsystems: Slack message search, auto-reply thread-context resolution, and system-prompt IDENTITY guidance. They do not look like duplicates or a single underlying change cluster.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:65691", "right": "pull_request:65777", "accept": false, "reason": "Different features and code paths: Slack search API support vs system-prompt handling for IDENTITY.md. No shared bug or mergeable unified fix." }, { "left": "pull_request:65691", "right": "pull_request:65730", "accept": false, "reason": "Slack message search implementation is unrelated to auto-reply referential follow-up resolution; they target different products and behaviors." }, { "left": "pull_request:65730", "right": "pull_request:65777", "accept": false, "reason": "Auto-reply context resolution and system-prompt identity defaults are separate concerns with no concrete overlapping defect or code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 60, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65731-2", "nodes": [ "pull_request:65731", "pull_request:65980" ], "soft_pairs": [ "pull_request:65731|pull_request:65980" ], "prepared_review_unit_hash": "dd3ef389838a76e45682445e40e0b99ddb9dd0bd7d5b4ed9074527a61e05fde8", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4833, "estimated_input_tokens": 1209, "estimated_eval_tokens": 2674 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4833, "estimated_input_tokens": 1209, "estimated_eval_tokens": 2674 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs modify the same Slack message-body mention rendering path in the same files and are aimed at the same user-visible change: resolving inbound Slack user mentions in message bodies/raw bodies. PR 65980 looks like the clearer, more direct implementation, while 65731 appears to be an earlier variant of the same feature.", "confidence": 0.79, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65980 is the cleaner, more explicit implementation of the same Slack mention-rendering change, with a direct normalization path for inbound mentions in message bodies. It appears to supersede the earlier 65731 approach.", "best_issue_reason": null, "best_pr_reason": "PR 65980 is the strongest representative of this cluster because its title and diff align tightly with the concrete behavior change, while 65731 looks like an earlier or alternative implementation of the same code-path fix.", "soft_edge_verdicts": [ { "left": "pull_request:65731", "right": "pull_request:65980", "accept": true, "reason": "Both PRs target the same Slack mention handling in prepare-content.ts and aim to render/annotate inbound user mentions in message bodies; they look like the same underlying feature/change rather than separate fixes." } ] }, "evaluator_result": { "accept": true, "feedback": "The cluster summary is grounded in the packet: both PRs touch the same Slack message-preparation files and their titles/diff previews point to the same user-facing concern around inbound mention rendering in message bodies/raw bodies. The soft-edge verdict is conservative enough, and the pair looks mergeable as a single bugfix/feature PR rather than separate unrelated changes." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 61, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65758-2", "nodes": [ "pull_request:65758", "pull_request:65759" ], "soft_pairs": [ "pull_request:65758|pull_request:65759" ], "prepared_review_unit_hash": "403f4ccc7c6a09317dfb92be893edd9e06b923068a4cbf7600dc18e8afa99e73", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4506, "estimated_input_tokens": 1127, "estimated_eval_tokens": 2510 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4506, "estimated_input_tokens": 1127, "estimated_eval_tokens": 2510 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs are both WhatsApp reliability fixes, but they address different failure modes and code paths: one adds a reconnect safety timer in the connection controller, the other adds an application-level inbound health probe. They are related but not duplicates.", "confidence": 0.88, "canonical_issue_reason": null, "canonical_pr_reason": "PR #65758 is the cleaner representative of the cluster because it is a narrowly scoped, concrete fix with a clear reconnect-control failure mode and focused tests.", "best_issue_reason": null, "best_pr_reason": "PR #65758 is the strongest standalone PR candidate: it targets a specific bug path, is tightly scoped, and is easier to merge independently than the broader monitoring change in #65759.", "soft_edge_verdicts": [ { "left": "pull_request:65758", "right": "pull_request:65759", "accept": false, "reason": "Different mechanisms and code paths: #65758 guards reconnect behavior in the connection controller, while #65759 adds inbound health probing/monitoring. Related resilience work, but not the same underlying fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 62, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65773-2", "nodes": [ "pull_request:65773", "pull_request:65809" ], "soft_pairs": [ "pull_request:65773|pull_request:65809" ], "prepared_review_unit_hash": "80ca4a2c2fa54bb75a24b11ee3ba2dc8e573038c24b4f6ed5b23606cfa2a53fc", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4483, "estimated_input_tokens": 1121, "estimated_eval_tokens": 2498 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4483, "estimated_input_tokens": 1121, "estimated_eval_tokens": 2498 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests address the same Slack setup UX bug: the manifest JSON is being printed in a way that makes copy-paste awkward because of framed/box-drawing formatting. They touch the same code path in the Slack setup wizard and target the same issue.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "PR #65809 is the better canonical representative: it directly prints the manifest JSON outside the framed note, includes an explanatory comment, and is the clearer, more complete fix for the copy/paste problem.", "best_issue_reason": null, "best_pr_reason": "PR #65809 is the strongest overall candidate because it most explicitly solves the reported formatting/copyability issue without introducing extra ambiguity; #65773 appears to be a looser variant of the same fix.", "soft_edge_verdicts": [ { "left": "pull_request:65773", "right": "pull_request:65809", "accept": true, "reason": "Same underlying Slack manifest-copying bug, same target issue, and same setup-core/shared files; the changes are alternative implementations of the same fix and could plausibly be merged into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 63, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65778-3", "nodes": [ "pull_request:65778", "pull_request:65805", "pull_request:66029" ], "soft_pairs": [ "pull_request:65778|pull_request:65805", "pull_request:65778|pull_request:66029", "pull_request:65805|pull_request:66029" ], "prepared_review_unit_hash": "55ff9a561e9c1dd1b49814a164fc879f43967cfc922af961fbdceb7846fe0387", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 7669, "estimated_input_tokens": 1918, "estimated_eval_tokens": 4092 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 7669, "estimated_input_tokens": 1918, "estimated_eval_tokens": 4092 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three pull requests implement the same fallback-retry prompt fix in `src/agents/command/attempt-execution.helpers.ts`, with matching test updates and the same tracked issue `#65760`. They differ only in wording/comments/changelog packaging, not in the underlying code-path change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66029 is the most complete representative: it contains the same core code fix plus tests, adds changelog context, and explicitly ties the change to the tracked issue in the title/body.", "best_issue_reason": null, "best_pr_reason": "PR #66029 best represents the cluster because it is the clearest, most fully documented version of the same fix and is the most suitable single PR to keep as the duplicate anchor.", "soft_edge_verdicts": [ { "left": "pull_request:65778", "right": "pull_request:65805", "accept": true, "reason": "Same helper function fix, same test file, and same underlying bug: preserving the original prompt during fallback retry instead of replacing it." }, { "left": "pull_request:65778", "right": "pull_request:66029", "accept": true, "reason": "Both change the same retry-prompt code path to prepend a retry notice while preserving the original prompt body; the changelog addition does not change the underlying fix." }, { "left": "pull_request:65805", "right": "pull_request:66029", "accept": true, "reason": "These are the same concrete fallback-retry behavior change in the same files for the same issue, with only minor message/comment differences and extra changelog text in #66029." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 64, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65783-2", "nodes": [ "pull_request:65783", "pull_request:65796" ], "soft_pairs": [ "pull_request:65783|pull_request:65796" ], "prepared_review_unit_hash": "96fc55c23ddc70461b97ff6c929c2108687a5beb115ab47d208c0d8572c38262", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4919, "estimated_input_tokens": 1230, "estimated_eval_tokens": 2716 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4919, "estimated_input_tokens": 1230, "estimated_eval_tokens": 2716 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests appear to address the same memory-indexing bug around UTF-16 surrogate handling in the embedding path, using the same target issue and overlapping files/code paths. They look like duplicate or near-duplicate fixes rather than separate changes.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "PR #65796 is the better canonical representative: its title directly matches the observed failure mode (indexing stalls from surrogate-pair splits) and it presents the same surrogate-sanitization code path with a tighter, more focused framing.", "best_issue_reason": null, "best_pr_reason": "PR #65796 is the strongest single PR to keep as the representative fix for this cluster because it is the clearest description of the underlying bug and appears to implement the same memory embedding sanitization path as #65783.", "soft_edge_verdicts": [ { "left": "pull_request:65783", "right": "pull_request:65796", "accept": true, "reason": "Same issue target, same memory embedding/surrogate-handling files, and both describe the same underlying UTF-16 surrogate-pair fix in the embedding/indexing path." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs target the same issue (#65782), touch overlapping memory embedding/host SDK files, and the diffs indicate the same UTF-16 surrogate-handling fix rather than distinct bugfixes. The soft-edge accept for the pair is conservative enough, and the two changes look mergeable into a single PR for the same underlying problem." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 65, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65831-3", "nodes": [ "pull_request:65831", "pull_request:65881", "pull_request:67322" ], "soft_pairs": [ "pull_request:65831|pull_request:65881", "pull_request:65831|pull_request:67322", "pull_request:65881|pull_request:67322" ], "prepared_review_unit_hash": "4ee8ddeee0e80864445d6911b5f318aa6b33d1048cc446ab00e4605e495098d8", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 7690, "estimated_input_tokens": 1923, "estimated_eval_tokens": 4102 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 7690, "estimated_input_tokens": 1923, "estimated_eval_tokens": 4102 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three PRs are in the same change family: they add attachment metadata to the before_model_resolve hook in the embedded runner and touch the same files. PRs 65831 and 65881 look essentially the same patch, while 67322 is a closely related variant with the same intent but weaker patch-level identity.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "PR 67322 is the cleanest canonical representative because it is the latest reviewed variant of the same attachment-metadata hook change and has the same title and file footprint.", "best_issue_reason": null, "best_pr_reason": "PR 67322 is the best single PR to keep because it represents the latest version of this change family and appears to subsume the same hook-attachment behavior with the most review context.", "soft_edge_verdicts": [ { "left": "pull_request:65831", "right": "pull_request:65881", "accept": true, "reason": "Same title, same files, and effectively the same patch shape; these look like duplicate rebases of the same change." }, { "left": "pull_request:65831", "right": "pull_request:67322", "accept": true, "reason": "Same code path and same feature goal: passing attachment metadata into before_model_resolve. The match is strong, though less exact than 65831 vs 65881 due to a small diff detail." }, { "left": "pull_request:65881", "right": "pull_request:67322", "accept": true, "reason": "These are closely related variants of the same attachment-metadata hook update, sharing the same filenames and intent, even if 67322 is not a byte-for-byte rebase." } ] }, "evaluator_result": { "accept": false, "feedback": "The packet supports that all three PRs are in the same feature area and share the same filenames/title, but the writeup is too strong about them being \"near-identical rebases.\" The evidence for 65831 vs 65881 is strong, but the links involving 67322 are only soft-similarity and notably weaker. Please tone down the claim to something like \"same bugfix/change family with closely related variants\" unless you can show tighter patch identity. The canonical-choice rationale is fine, but the summary and pairwise reasons overstate how identical 67322 is to the earlier PRs." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 66, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65996-3", "nodes": [ "pull_request:65996", "pull_request:66049", "pull_request:66846" ], "soft_pairs": [ "pull_request:65996|pull_request:66049", "pull_request:65996|pull_request:66846" ], "prepared_review_unit_hash": "da6d08d82afcdcac4d114fc5b8b57f9633df55b75deb24f3245418cd2eab0756", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 7123, "estimated_input_tokens": 1781, "estimated_eval_tokens": 3818 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 7123, "estimated_input_tokens": 1781, "estimated_eval_tokens": 3818 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These PRs are only loosely related through config/schema plumbing, but they address different features and code paths: agent status labels, per-agent TTS overrides, and memory flush model overrides. I found no true duplicate pair.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "PR 65996 is the best representative of the cluster because it is the most clearly scoped config-extension change and shares the most direct file overlap with another candidate, but it is still not a duplicate of the others.", "best_issue_reason": null, "best_pr_reason": "PR 65996 is the best standalone representative; the others are separate feature PRs rather than alternative fixes for the same underlying problem.", "soft_edge_verdicts": [ { "left": "pull_request:65996", "right": "pull_request:66049", "accept": false, "reason": "Both extend agent config plumbing, but one adds a public-facing statusLabel and the other adds per-agent TTS voice settings. They touch shared schema files but not the same underlying bug or change, and they would not plausibly be merged as one PR." }, { "left": "pull_request:65996", "right": "pull_request:66846", "accept": false, "reason": "These target different subsystems and behaviors: agent status labeling versus memoryFlush model overrides in auto-reply memory. No shared concrete code-path problem; not a duplicate." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 67, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-65999-2", "nodes": [ "pull_request:65999", "pull_request:66047" ], "soft_pairs": [ "pull_request:65999|pull_request:66047" ], "prepared_review_unit_hash": "cccf53141a333395f19ccc302cba9860b653a2dd14a87512b3e025e45ba417a2", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4441, "estimated_input_tokens": 1111, "estimated_eval_tokens": 2478 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4441, "estimated_input_tokens": 1111, "estimated_eval_tokens": 2478 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two pull requests are unrelated and should not be deduplicated: one adds Ogg duration handling for Telegram voice messages, the other adds an FxTwitter fallback for Twitter/X URL fetching.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: these change different subsystems and different code paths, so there is no duplicate relationship to collapse to one representative PR.", "best_issue_reason": null, "best_pr_reason": "No single best PR for a duplicate cluster; both are distinct, valid changes in separate areas and should remain separate.", "soft_edge_verdicts": [ { "left": "pull_request:65999", "right": "pull_request:66047", "accept": false, "reason": "Reject: the Telegram voice-message Ogg duration fix and the Twitter/X FxTwitter fallback are unrelated changes in different modules with no shared bug or mergeable common fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 68, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66045-2", "nodes": [ "pull_request:66045", "pull_request:66502" ], "soft_pairs": [ "pull_request:66045|pull_request:66502" ], "prepared_review_unit_hash": "93c2d4fd49da2d0fb8f6f1e02d92f3026033909b6fd545c4c6a8542f25fd2c02", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4373, "estimated_input_tokens": 1094, "estimated_eval_tokens": 2444 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4373, "estimated_input_tokens": 1094, "estimated_eval_tokens": 2444 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs both touch gateway-related path resolution, but they fix different concrete bugs in different code paths: one suppresses false entrypoint-mismatch repairs in the doctor flow, the other stabilizes daemon launch arguments across pnpm global shims. They should not be deduplicated.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": null, "soft_edge_verdicts": [ { "left": "pull_request:66045", "right": "pull_request:66502", "accept": false, "reason": "Different bugs and code paths: 66045 fixes doctor gateway entrypoint alias false positives, while 66502 changes daemon program-argument resolution for pnpm versioned shims. They are related by subsystem only, not the same change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 69, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66059-5", "nodes": [ "pull_request:66059", "pull_request:66061", "pull_request:66064", "pull_request:66066", "pull_request:66069" ], "soft_pairs": [ "pull_request:66059|pull_request:66061", "pull_request:66059|pull_request:66066", "pull_request:66059|pull_request:66064", "pull_request:66059|pull_request:66069", "pull_request:66061|pull_request:66066", "pull_request:66064|pull_request:66066", "pull_request:66064|pull_request:66069", "pull_request:66066|pull_request:66069" ], "prepared_review_unit_hash": "1f7c3d78953236207419269140d920f151d4eaa201e1decca24cfa98dd1294fc", "component_budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 8, "serialized_chars": 11846, "estimated_input_tokens": 2962, "estimated_eval_tokens": 6180 }, "budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 8, "serialized_chars": 11846, "estimated_input_tokens": 2962, "estimated_eval_tokens": 6180 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These PRs are only loosely similar at the pattern level (small normalization/mock-signature/test-helper tweaks), but they affect different extensions and different code paths. None of the soft pairs look like the same underlying bug or a mergeable single change.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "No true duplicate PR cluster here; if one must be picked, #66059 is the most representative because it changes production code in the Discord inbound replay path rather than only tests or mock signatures.", "best_issue_reason": null, "best_pr_reason": "#66059 is the strongest standalone candidate: it fixes a concrete runtime normalization path in production code, while the others are narrower test/helper adjustments in unrelated subsystems.", "soft_edge_verdicts": [ { "left": "pull_request:66059", "right": "pull_request:66061", "accept": false, "reason": "Both are small dedupe-key normalization fixes, but they target different extensions (Discord vs WhatsApp) and different message pipelines, so they are not the same underlying bug." }, { "left": "pull_request:66059", "right": "pull_request:66066", "accept": false, "reason": "Discord production replay-key normalization vs a Nextcloud Talk test callback contract change; different subsystem and different change type, so not mergeable as one PR." }, { "left": "pull_request:66059", "right": "pull_request:66064", "accept": false, "reason": "Discord runtime dedupe fix and a Feishu test helper timeout/waiting change address unrelated behaviors and code paths." }, { "left": "pull_request:66059", "right": "pull_request:66069", "accept": false, "reason": "Discord inbound normalization vs MCP test mock signature widening are unrelated and not the same code-path problem." }, { "left": "pull_request:66061", "right": "pull_request:66066", "accept": false, "reason": "WhatsApp inbound dedupe normalization and Nextcloud Talk replay test callback typing are different extensions and different concerns." }, { "left": "pull_request:66064", "right": "pull_request:66066", "accept": false, "reason": "Both are test-oriented, but they fix different helpers in different extensions and do not represent one concrete bug." }, { "left": "pull_request:66064", "right": "pull_request:66069", "accept": false, "reason": "Feishu lifecycle helper timeout support and MCP shutdown-test mock signature widening are unrelated test fixes." }, { "left": "pull_request:66066", "right": "pull_request:66069", "accept": false, "reason": "Nextcloud Talk replay test callback typing and MCP mock signature widening are separate test changes with no shared code path." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 70, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66084-5", "nodes": [ "pull_request:66084", "pull_request:66087", "pull_request:66419", "pull_request:66428", "pull_request:66431" ], "soft_pairs": [ "pull_request:66084|pull_request:66087", "pull_request:66084|pull_request:66431", "pull_request:66084|pull_request:66428", "pull_request:66084|pull_request:66419", "pull_request:66087|pull_request:66431", "pull_request:66087|pull_request:66428", "pull_request:66087|pull_request:66419", "pull_request:66419|pull_request:66428", "pull_request:66419|pull_request:66431", "pull_request:66428|pull_request:66431" ], "prepared_review_unit_hash": "84a9780a4eba6e53a3d4bee2a223d1c400f8f3e0e133a8a6b8a821124b8a06a4", "component_budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 10, "serialized_chars": 21833, "estimated_input_tokens": 5459, "estimated_eval_tokens": 11174 }, "budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 10, "serialized_chars": 21833, "estimated_input_tokens": 5459, "estimated_eval_tokens": 11174 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are a cluster of release/integration PRs with overlapping generated schema and command-registry churn, but they are different release trains/variants rather than the same underlying fix. The closest pair is the 2026.4.12 safe PR variants, yet the surrounding file sets and titles still suggest separate integration runs.", "confidence": 0.62, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66419 is the best representative: it is the latest broad release-integration PR in the set, has the most review activity, and spans the widest set of updated gateway/CLI/protocol files.", "best_issue_reason": null, "best_pr_reason": "PR #66419 is the most central and substantial release integration artifact in the cluster; it is the strongest single anchor for summarizing the grouped release PRs.", "soft_edge_verdicts": [ { "left": "pull_request:66084", "right": "pull_request:66087", "accept": false, "reason": "Different release versions (v2026.4.11 live vs v2026.4.10 safe). Similar subsystem churn, but not the same underlying change." }, { "left": "pull_request:66084", "right": "pull_request:66419", "accept": false, "reason": "Both are release integration PRs, but for different release trains and different file sets; overlap is too broad to treat as one change." }, { "left": "pull_request:66084", "right": "pull_request:66428", "accept": false, "reason": "Same broad release-integration pattern, but distinct release branch/version and not a single concrete code-path fix." }, { "left": "pull_request:66084", "right": "pull_request:66431", "accept": false, "reason": "Different release targets and too much unrelated integration churn to be the same underlying PR." }, { "left": "pull_request:66087", "right": "pull_request:66419", "accept": false, "reason": "Shared generated schema/tooling files do not make these the same change; they are separate release bundles." }, { "left": "pull_request:66087", "right": "pull_request:66428", "accept": false, "reason": "Different release versions and broader integration scope; not a mergeable duplicate of one concrete fix." }, { "left": "pull_request:66087", "right": "pull_request:66431", "accept": false, "reason": "Despite similar tool-schema edits, these are different release integration PRs with different overall contents." }, { "left": "pull_request:66419", "right": "pull_request:66428", "accept": false, "reason": "Both target v2026.4.12 safe, but the file lists diverge enough that they look like separate integration runs rather than one identical change." }, { "left": "pull_request:66419", "right": "pull_request:66431", "accept": false, "reason": "The backup PR is related, but the changed files differ enough that this is not clearly the same concrete code-path change." }, { "left": "pull_request:66428", "right": "pull_request:66431", "accept": false, "reason": "Same release label, but the diff footprints are different and the overlap is too generic for a strict duplicate accept." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 71, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66196-5", "nodes": [ "pull_request:66196", "pull_request:66197", "pull_request:66198", "pull_request:66199", "pull_request:66200" ], "soft_pairs": [ "pull_request:66196|pull_request:66200", "pull_request:66196|pull_request:66199", "pull_request:66196|pull_request:66198", "pull_request:66196|pull_request:66197", "pull_request:66197|pull_request:66200", "pull_request:66197|pull_request:66199", "pull_request:66197|pull_request:66198", "pull_request:66198|pull_request:66200", "pull_request:66198|pull_request:66199", "pull_request:66199|pull_request:66200" ], "prepared_review_unit_hash": "64326ddbec19a095430354de25a9865b13aeba100b15e9863000b8ce4eb2142c", "component_budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 10, "serialized_chars": 13036, "estimated_input_tokens": 3259, "estimated_eval_tokens": 6774 }, "budget": { "node_count": 5, "item_count": 5, "soft_pair_count": 10, "serialized_chars": 13036, "estimated_input_tokens": 3259, "estimated_eval_tokens": 6774 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Five highly similar security-hardening PRs, each wrapping inbound DM bodies with `wrapExternalContent` in a different channel adapter. They are stylistically related but target distinct code paths, so they are not duplicates of one another.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "No single PR is canonical for the cluster because each change applies to a different channel implementation (WhatsApp, Telegram, Signal, iMessage, BlueBubbles).", "best_issue_reason": null, "best_pr_reason": "PR 66198 is a reasonable representative because it cleanly shows the pattern on a single inbound-processing path and is broadly analogous to the others, but it does not subsume them.", "soft_edge_verdicts": [ { "left": "pull_request:66196", "right": "pull_request:66200", "accept": false, "reason": "Same security pattern, but different channel integrations and different files/code paths; not the same underlying change." }, { "left": "pull_request:66196", "right": "pull_request:66199", "accept": false, "reason": "Both wrap message bodies, but one is WhatsApp and the other is iMessage; separate adapter-specific fixes." }, { "left": "pull_request:66196", "right": "pull_request:66198", "accept": false, "reason": "Analogous hardening, but for different inbound pipelines; not mergeable as one duplicate PR." }, { "left": "pull_request:66196", "right": "pull_request:66197", "accept": false, "reason": "Same motif, but Telegram vs WhatsApp input handling differs; these are separate code paths." }, { "left": "pull_request:66197", "right": "pull_request:66200", "accept": false, "reason": "Channel-specific inbound body wrapping in different extensions; similar but not duplicate." }, { "left": "pull_request:66197", "right": "pull_request:66199", "accept": false, "reason": "Both are security wrappers, but applied in different channel adapters and message assembly logic." }, { "left": "pull_request:66197", "right": "pull_request:66198", "accept": false, "reason": "They implement the same general hardening idea, but on distinct transport handlers." }, { "left": "pull_request:66198", "right": "pull_request:66199", "accept": false, "reason": "Different channel-specific message ingestion paths; not the same concrete bug or patch." }, { "left": "pull_request:66198", "right": "pull_request:66200", "accept": false, "reason": "Same broad security intent, but separate BlueBubbles vs Signal processing paths." }, { "left": "pull_request:66199", "right": "pull_request:66200", "accept": false, "reason": "Both wrap external text, but on different inbound sources and files; not a duplicate change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 72, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66208-3", "nodes": [ "pull_request:66208", "pull_request:66209", "pull_request:66210" ], "soft_pairs": [ "pull_request:66208|pull_request:66210", "pull_request:66208|pull_request:66209", "pull_request:66209|pull_request:66210" ], "prepared_review_unit_hash": "044a5a98a6cf56a64ffb3f9eb741b31b73c1c3bb26da0c087c5f229f2c3c6848", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 10830, "estimated_input_tokens": 2708, "estimated_eval_tokens": 5672 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 10830, "estimated_input_tokens": 2708, "estimated_eval_tokens": 5672 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three PRs are related M365 approval features, but they target different workflows: calendar, Outlook triage, and Teams/thread approvals. The overlap is mostly shared extension scaffolding, not the same underlying change.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "No canonical duplicate PR: each change is a distinct feature slice within extensions/m365, so none should stand in for the others.", "best_issue_reason": null, "best_pr_reason": "None of these is a safe global representative for deduplication; 66208 is only the calendar approvals slice and does not subsume the Outlook or thread approvals work.", "soft_edge_verdicts": [ { "left": "pull_request:66208", "right": "pull_request:66209", "accept": false, "reason": "Different concrete feature targets: calendar copilot approvals vs Outlook triage approvals. Shared m365 scaffolding and labeler/docs churn are not enough to treat them as the same PR." }, { "left": "pull_request:66208", "right": "pull_request:66210", "accept": false, "reason": "Different workflows and code paths: calendar approvals vs Teams/thread copilot approvals. They share package-level M365 files but are not the same underlying change." }, { "left": "pull_request:66209", "right": "pull_request:66210", "accept": false, "reason": "Outlook triage approvals and thread copilot approvals are separate feature additions for different surfaces, so they should not be merged as duplicates." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 73, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66276-2", "nodes": [ "pull_request:66276", "pull_request:66435" ], "soft_pairs": [ "pull_request:66276|pull_request:66435" ], "prepared_review_unit_hash": "7abeefca0cec737067ff0910998982aa975a6b9ae30fa721a5e263b6e7d8928f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4130, "estimated_input_tokens": 1033, "estimated_eval_tokens": 2322 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4130, "estimated_input_tokens": 1033, "estimated_eval_tokens": 2322 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "PR #66276 remains the best canonical PR for the cluster because it is issue-linked and implements the broader end-to-end fix. PR #66435 is related, but the available evidence only shows overlap in one shared file and a similar hang-prevention theme; that is not enough to treat it as the same mergeable bugfix.", "confidence": 0.7, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66276 is the best canonical PR because it explicitly targets issue #66227 and covers the broader fix across entry and gateway cleanup paths.", "best_issue_reason": null, "best_pr_reason": "PR #66276 is the strongest representative of the cluster: it is explicitly issue-linked and covers the fuller hang fix, while #66435 is a narrower gateway-call-site change.", "soft_edge_verdicts": [ { "left": "pull_request:66276", "right": "pull_request:66435", "accept": false, "reason": "Related, but not clearly the same underlying fix. The packet only shows soft similarity and one shared file; #66435 appears to adjust client cleanup in call.ts, while #66276 includes a broader CLI exit-hang fix. That is insufficient to say the PRs are safely mergeable as one bugfix." } ] }, "evaluator_result": { "accept": false, "feedback": "The canonical PR choice is grounded, but the soft-edge verdict is too strong for the evidence available. The packet only shows soft similarity and one shared file; it does not clearly establish that PR #66435 is a narrower adjustment already covered by #66276 or that the two are safely mergeable as a single bugfix. Treat them as related, but the pairwise acceptance overstates the overlap." }, "evaluator_used": true, "retried": true, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 74, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66285-2", "nodes": [ "pull_request:66285", "pull_request:66286" ], "soft_pairs": [ "pull_request:66285|pull_request:66286" ], "prepared_review_unit_hash": "a02639337098bdf02382a2fdea52eafee68438f98315894898b2a3eb36e39deb", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5326, "estimated_input_tokens": 1332, "estimated_eval_tokens": 2920 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5326, "estimated_input_tokens": 1332, "estimated_eval_tokens": 2920 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs are not duplicates: one updates active-memory chat-type config handling, while the other propagates upstream request IDs through diagnostics/telemetry. They touch different subsystems and fix different problems.", "confidence": 0.96, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "Neither PR is a good canonical representative for the other; they address unrelated code paths and should stay separate.", "soft_edge_verdicts": [ { "left": "pull_request:66285", "right": "pull_request:66286", "accept": false, "reason": "Different underlying changes: active-memory manifest validation vs diagnostics request-id propagation. No shared code-path bug and they would not plausibly merge into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 75, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66312-2", "nodes": [ "pull_request:66312", "pull_request:66327" ], "soft_pairs": [ "pull_request:66312|pull_request:66327" ], "prepared_review_unit_hash": "6898d0398aefcf80b9df8a93ce3de59e6769cc96d92f0689923a1b134e8b757f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4521, "estimated_input_tokens": 1131, "estimated_eval_tokens": 2518 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4521, "estimated_input_tokens": 1131, "estimated_eval_tokens": 2518 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These PRs are not duplicates: one threads `sessionKey` into embedded system-prompt/runtime plumbing, while the other adds `sendPayload` support for MSTeams interactive approval cards.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66327 is the better representative because it implements a concrete, self-contained feature in a specific subsystem with clear runtime and test changes.", "best_issue_reason": null, "best_pr_reason": "PR #66327 is the strongest standalone candidate; #66312 is a narrower plumbing change and does not reflect the cluster as a whole.", "soft_edge_verdicts": [ { "left": "pull_request:66312", "right": "pull_request:66327", "accept": false, "reason": "Different code paths and goals: session prompt/runtime metadata injection vs MSTeams payload sending for approval cards. They do not look like the same underlying change and would not plausibly merge into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 76, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66371-6", "nodes": [ "pull_request:66371", "pull_request:66373", "pull_request:66375", "pull_request:66379", "pull_request:67512", "pull_request:67518" ], "soft_pairs": [ "pull_request:66371|pull_request:67512", "pull_request:66371|pull_request:66373", "pull_request:66371|pull_request:66375", "pull_request:66371|pull_request:66379", "pull_request:66373|pull_request:66379", "pull_request:66373|pull_request:67512", "pull_request:66373|pull_request:67518", "pull_request:66375|pull_request:66379", "pull_request:66379|pull_request:67518", "pull_request:67512|pull_request:67518" ], "prepared_review_unit_hash": "8874ac60c5a6fc4d4456a2dee3b35a6cd9abfd67ff35567104ae44afe1a41311", "component_budget": { "node_count": 6, "item_count": 6, "soft_pair_count": 10, "serialized_chars": 17175, "estimated_input_tokens": 4294, "estimated_eval_tokens": 8844 }, "budget": { "node_count": 6, "item_count": 6, "soft_pair_count": 10, "serialized_chars": 17175, "estimated_input_tokens": 4294, "estimated_eval_tokens": 8844 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "This cluster is mostly a set of overlapping-but-distinct prompt-overlay/system-prompt PRs split across OpenAI and Google providers. The only clear duplicate-like pair is the Google Gemini execution-guidance PRs; the OpenAI changes are related feature slices, not the same change.", "confidence": 0.81, "canonical_issue_reason": null, "canonical_pr_reason": "pull_request:67518 is the best representative of the one true duplicate pair here: it is the more complete, test-backed Google Gemini execution-guidance prompt-overlay PR and cleanly subsumes the narrower 66379 variant.", "best_issue_reason": null, "best_pr_reason": "pull_request:67518 is the strongest standalone PR in the cluster because it is focused, self-contained, and includes the implementation plus tests for the same Google prompt-overlay change.", "soft_edge_verdicts": [ { "left": "pull_request:66371", "right": "pull_request:67512", "accept": false, "reason": "Both are OpenAI/GPT-5 prompt-disciplines, but 67512 is a broader final bundle that adds extra behavior (including injection scanning); it is not the same concrete change as the narrower tool-use-category PR." }, { "left": "pull_request:66371", "right": "pull_request:66373", "accept": false, "reason": "66371 adds GPT-5 tool-use categories in prompt content; 66373 introduces the first-class tool_enforcement section plumbing. Related, but different changes on different code paths." }, { "left": "pull_request:66371", "right": "pull_request:66375", "accept": false, "reason": "One is mandatory tool-use categories, the other is a verification checklist in execution bias. Same area, different prompt changes." }, { "left": "pull_request:66371", "right": "pull_request:66379", "accept": false, "reason": "OpenAI GPT-5 prompt work vs Google Gemini prompt guidance. Different provider and different implementation." }, { "left": "pull_request:66373", "right": "pull_request:66379", "accept": false, "reason": "66373 is OpenAI/agents prompt-section infrastructure; 66379 is Google Gemini provider prompt-overlay wiring. Not the same change." }, { "left": "pull_request:66373", "right": "pull_request:67512", "accept": false, "reason": "67512 overlaps the new tool_enforcement section, but it also adds additional OpenAI features and scanning logic; this is not a single duplicate change." }, { "left": "pull_request:66373", "right": "pull_request:67518", "accept": false, "reason": "OpenAI agents prompt-section plumbing vs Google Gemini execution guidance. Different provider and code path." }, { "left": "pull_request:66375", "right": "pull_request:66379", "accept": false, "reason": "OpenAI GPT-5 verification checklist vs Google Gemini execution guidance. Same broad theme, different feature." }, { "left": "pull_request:66379", "right": "pull_request:67518", "accept": true, "reason": "Both target the same Google Gemini execution-guidance prompt-overlay change, and 67518 appears to be the fuller finalized version with tests and the same provider/system-prompt wiring." }, { "left": "pull_request:67512", "right": "pull_request:67518", "accept": false, "reason": "Different providers and different feature sets: OpenAI GPT-5 execution discipline/injection scanning versus Google Gemini execution guidance." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 77, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66511-2", "nodes": [ "pull_request:66511", "pull_request:66552" ], "soft_pairs": [ "pull_request:66511|pull_request:66552" ], "prepared_review_unit_hash": "899a7081de1145f4281c567596a8a2b239ac2a2a658eddb16c2be9c6715da171", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4941, "estimated_input_tokens": 1236, "estimated_eval_tokens": 2728 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4941, "estimated_input_tokens": 1236, "estimated_eval_tokens": 2728 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two open PRs both touch Ollama streaming, but they address different problems: one preserves `keep_alive` to avoid cold-start penalties, the other restores reasoning-only turn handling and also changes unrelated agent/memory docs. They should not be deduplicated.", "confidence": 0.95, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66511 is the tighter, more concrete fix: it targets a specific Ollama request-field preservation bug (`keep_alive`) and is explicitly tied to issue #64541.", "best_issue_reason": null, "best_pr_reason": "PR #66511 is the best representative of the cluster because it is narrowly scoped to one concrete code path in `extensions/ollama/src/stream.ts` and its tests, whereas #66552 spans a different behavior and extra unrelated files.", "soft_edge_verdicts": [ { "left": "pull_request:66511", "right": "pull_request:66552", "accept": false, "reason": "Shared Ollama files are not enough: #66511 fixes missing `keep_alive` propagation, while #66552 fixes reasoning-only turn recovery and includes broader agent/document changes. Different underlying bugs, so do not merge." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 78, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66529-2", "nodes": [ "pull_request:66529", "pull_request:66658" ], "soft_pairs": [ "pull_request:66529|pull_request:66658" ], "prepared_review_unit_hash": "f34501140115b8ca08a004a5c60195ae8af189ae3649bc26e5beacfbf9f83865", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3941, "estimated_input_tokens": 986, "estimated_eval_tokens": 2228 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3941, "estimated_input_tokens": 986, "estimated_eval_tokens": 2228 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs target the same exec-approval modal/popup viewport overflow problem in `ui/src/styles/components.css` for issue #66403. They are alternative fixes for the same UI bug, with 66658 appearing more complete/polished.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66658 is the better canonical PR: it directly constrains the modal and card height, adds scrolling at the overlay/card level, and keeps actions visible with a sticky footer.", "best_issue_reason": null, "best_pr_reason": "PR #66658 is the strongest representative of the cluster because it addresses the viewport overflow more holistically than #66529 and is the cleaner candidate to keep as the primary fix.", "soft_edge_verdicts": [ { "left": "pull_request:66529", "right": "pull_request:66658", "accept": true, "reason": "Both PRs fix the same concrete bug: the exec approval modal exceeding the viewport on long commands. They touch the same component and the fixes are interchangeable alternatives for one underlying issue." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 79, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66544-2", "nodes": [ "pull_request:66544", "pull_request:66656" ], "soft_pairs": [ "pull_request:66544|pull_request:66656" ], "prepared_review_unit_hash": "77cc38cd0dc81c53fd6ba2fc2753b5d9d8279315547b83df00286c0766bbf1d4", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3789, "estimated_input_tokens": 948, "estimated_eval_tokens": 2152 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3789, "estimated_input_tokens": 948, "estimated_eval_tokens": 2152 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs share the same tracking issue but address different gateway behaviors: one changes session display-name fallback logic, the other skips heartbeat diagnostics when deriving last-message previews. They are related, but not the same underlying fix.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66544 is the cleaner canonical representative because it contains the direct code-path fix for the reported session display-name bug; PR 66656 is a separate preview/parser adjustment and test expansion.", "best_issue_reason": null, "best_pr_reason": "PR 66544 is the best representative of the cluster because it fixes the concrete user-facing bug directly, with a minimal and focused code change.", "soft_edge_verdicts": [ { "left": "pull_request:66544", "right": "pull_request:66656", "accept": false, "reason": "They only share the same issue target. 66544 changes session display-name fallback to ignore \"heartbeat\" sender IDs, while 66656 skips heartbeat diagnostics when computing last-message previews. Different code paths, different outputs, and not something that would plausibly be merged into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 80, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66615-2", "nodes": [ "pull_request:66615", "pull_request:66650" ], "soft_pairs": [ "pull_request:66615|pull_request:66650" ], "prepared_review_unit_hash": "6af701795bdbdaf548f12218f63f937a2d5b50a23870fcbba085e014be3864fe", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4365, "estimated_input_tokens": 1092, "estimated_eval_tokens": 2440 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4365, "estimated_input_tokens": 1092, "estimated_eval_tokens": 2440 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Two PRs share the same tracking issue, but they address different behaviors: one raises the chat.history cap to 2000, the other clamps a sessions_history tool limit to 1000. They should not be merged as duplicates.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66615 is the clearest canonical PR: it directly changes the chat.history schema and server hard cap to 2000, matching its title and explicit issue target. PR 66650 is a related but different tool-side clamp, not the core same fix.", "best_issue_reason": null, "best_pr_reason": "PR 66615 is the best overall representative because it implements the concrete backend limit change in the actual gateway code path. PR 66650 is narrower and appears to be a separate compatibility safeguard rather than the same change.", "soft_edge_verdicts": [ { "left": "pull_request:66615", "right": "pull_request:66650", "accept": false, "reason": "Shared issue target alone is not enough: 66615 increases the chat.history cap to 2000, while 66650 clamps sessions_history to a 1000 max on a different tool path. These are not the same underlying bug or change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 81, "component_count": 99, "review_unit_index": 1, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66696-17", "nodes": [ "pull_request:66696", "pull_request:66726", "pull_request:66727", "pull_request:66753", "pull_request:66754", "pull_request:66755", "pull_request:66761", "pull_request:66770", "pull_request:66776", "pull_request:66777", "pull_request:66778", "pull_request:66779", "pull_request:66882", "pull_request:66954", "pull_request:67374", "pull_request:67528" ], "soft_pairs": [ "pull_request:66696|pull_request:66776", "pull_request:66753|pull_request:66776", "pull_request:66727|pull_request:66882", "pull_request:66761|pull_request:66779", "pull_request:66754|pull_request:66778", "pull_request:66754|pull_request:66954", "pull_request:66727|pull_request:66754", "pull_request:66761|pull_request:66777", "pull_request:66754|pull_request:66761", "pull_request:66755|pull_request:66761", "pull_request:66754|pull_request:66770", "pull_request:66754|pull_request:66777", "pull_request:66755|pull_request:66777", "pull_request:66755|pull_request:66770", "pull_request:66753|pull_request:66754", "pull_request:66754|pull_request:66755", "pull_request:66726|pull_request:66954", "pull_request:66727|pull_request:67374", "pull_request:66761|pull_request:66770", "pull_request:66726|pull_request:66727", "pull_request:66726|pull_request:67528", "pull_request:66726|pull_request:66778", "pull_request:66726|pull_request:66779", "pull_request:66778|pull_request:66779" ], "prepared_review_unit_hash": "63f3bfadc6c87f609b984385abf1ac0d9a5cc037428cf21e064b5707083104e8", "component_budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 29, "serialized_chars": 42692, "estimated_input_tokens": 10673, "estimated_eval_tokens": 21602 }, "budget": { "node_count": 16, "item_count": 16, "soft_pair_count": 24, "serialized_chars": 36468, "estimated_input_tokens": 9117, "estimated_eval_tokens": 18490 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "This cluster is not one single duplicate set; it breaks into several small, mostly unrelated fix pairs. The strongest duplicate groups are the pre-commit/Corepack pnpm fixes, the docs-link undefined-path fixes, and the provider.models array-guard fixes.", "confidence": 0.87, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66776 is the most complete representative of the Corepack/pnpm pre-commit fix: it includes the hook fallback plus regression coverage and explicitly targets the tracking issue.", "best_issue_reason": null, "best_pr_reason": "PR 66776 is the best overall representative PR in this cluster because it is the most fully fleshed-out fix in the main duplicate group and is test-backed.", "soft_edge_verdicts": [ { "left": "pull_request:66696", "right": "pull_request:66776", "accept": true, "reason": "Same underlying pre-commit/Corepack pnpm compatibility fix; both change the hook to run pnpm when only Corepack is available." }, { "left": "pull_request:66753", "right": "pull_request:66776", "accept": true, "reason": "Same bug and same hook path: fall back to Corepack-managed pnpm in pre-commit." }, { "left": "pull_request:66727", "right": "pull_request:66882", "accept": false, "reason": "Both guard undefined values, but they fix different code paths and different bugs (docs link formatting vs clack prompt handling)." }, { "left": "pull_request:66761", "right": "pull_request:66779", "accept": true, "reason": "Same provider lookup bug: avoid calling .some() on non-array provider.models." }, { "left": "pull_request:66754", "right": "pull_request:66778", "accept": true, "reason": "Same formatDocsLink undefined-path crash; one is a narrower patch of the same fix." }, { "left": "pull_request:66754", "right": "pull_request:66954", "accept": true, "reason": "Same docs-link missing-path family; 66954 extends the same underlying fix into channel selection formatting." }, { "left": "pull_request:66727", "right": "pull_request:66754", "accept": false, "reason": "Both involve link helpers, but the crashes are unrelated (undefined path in formatDocsLink vs undefined path handling elsewhere)." }, { "left": "pull_request:66761", "right": "pull_request:66777", "accept": false, "reason": "Different bugs in different areas: provider lookup array guard vs allowPrivateNetwork request policy handling." }, { "left": "pull_request:66754", "right": "pull_request:66761", "accept": false, "reason": "Different subsystems and unrelated null/shape guards; not the same underlying bug." }, { "left": "pull_request:66755", "right": "pull_request:66761", "accept": false, "reason": "Different features and code paths: silent-reply reasoning parsing vs provider.models shape validation." }, { "left": "pull_request:66754", "right": "pull_request:66770", "accept": false, "reason": "Unrelated changes: docs link formatting vs plugin message_sent event payload." }, { "left": "pull_request:66754", "right": "pull_request:66777", "accept": false, "reason": "Unrelated bugs in different modules; only superficial similarity is defensive coding." }, { "left": "pull_request:66755", "right": "pull_request:66777", "accept": false, "reason": "Different bugs and areas: auto-reply silent NO_REPLY detection vs network-policy config precedence." }, { "left": "pull_request:66755", "right": "pull_request:66770", "accept": false, "reason": "Different code paths and behavior: reply parsing vs hook event schema exposure." }, { "left": "pull_request:66753", "right": "pull_request:66754", "accept": false, "reason": "Different fixes in different subsystems; shared defensive theme is not enough." }, { "left": "pull_request:66754", "right": "pull_request:66755", "accept": false, "reason": "Completely unrelated bugs." }, { "left": "pull_request:66726", "right": "pull_request:66954", "accept": false, "reason": "Both add undefined guards, but they target different crashes and different helpers." }, { "left": "pull_request:66727", "right": "pull_request:67374", "accept": false, "reason": "Different undefined-value bugs in different prompt/link code paths." }, { "left": "pull_request:66726", "right": "pull_request:66727", "accept": false, "reason": "Different modules and failures; not the same underlying change." }, { "left": "pull_request:66726", "right": "pull_request:67528", "accept": false, "reason": "Different crash sites and behaviors: channel log guard vs plugin interactive-state cleanup." }, { "left": "pull_request:66726", "right": "pull_request:66778", "accept": false, "reason": "Different bugs in different helpers; no shared code-path change." }, { "left": "pull_request:66726", "right": "pull_request:66779", "accept": false, "reason": "Different subsystems and different defect types." }, { "left": "pull_request:66778", "right": "pull_request:66779", "accept": false, "reason": "Same file family, but separate bugs: undefined path handling vs non-array model handling." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 81, "component_count": 99, "review_unit_index": 2, "review_unit_count": 2, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66696-17", "nodes": [ "pull_request:66696", "pull_request:66727", "pull_request:66742", "pull_request:66753", "pull_request:66770", "pull_request:66778", "pull_request:66954" ], "soft_pairs": [ "pull_request:66742|pull_request:66770", "pull_request:66696|pull_request:66753", "pull_request:66727|pull_request:66954", "pull_request:66778|pull_request:66954", "pull_request:66727|pull_request:66778" ], "prepared_review_unit_hash": "d69d6d3d50a2295dd8e04afe9df86b6ed3c87e51ca726d3d8707814ffa023c40", "component_budget": { "node_count": 17, "item_count": 17, "soft_pair_count": 29, "serialized_chars": 42692, "estimated_input_tokens": 10673, "estimated_eval_tokens": 21602 }, "budget": { "node_count": 7, "item_count": 7, "soft_pair_count": 5, "serialized_chars": 14353, "estimated_input_tokens": 3589, "estimated_eval_tokens": 7434 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": true, "analyst_result": { "summary": "The items split into three separate duplicate groups: Corepack/pnpm pre-commit tooling, plugin `messageId` exposure on `message_sent`, and undefined docs-link handling. Each pair within a group is likely the same underlying fix; the docs-link group also has one broader PR that subsumes the narrower helper-only variants.", "confidence": 0.94, "canonical_issue_reason": "No single canonical issue: the set contains multiple unrelated fixes, and no standalone issue item unifies all of them.", "canonical_pr_reason": "No single canonical PR for the whole set: these PRs resolve three different problems, so any one choice would be arbitrary.", "best_issue_reason": "No issue node is present; the explicit issue links point to different topics, so there is no global best issue here.", "best_pr_reason": "No global best PR across the whole set; the strongest candidate only applies within its own subgroup, not across all items.", "soft_edge_verdicts": [ { "left": "pull_request:66742", "right": "pull_request:66770", "accept": true, "reason": "Same change: expose native `messageId` on the plugin `message_sent` event, with the same issue target and overlapping hook mapper files." }, { "left": "pull_request:66696", "right": "pull_request:66753", "accept": true, "reason": "Both fix the same pre-commit failure when pnpm is Corepack-managed rather than globally installed; they are alternative implementations of the same hook/tooling problem." }, { "left": "pull_request:66727", "right": "pull_request:66954", "accept": true, "reason": "Both address the same undefined-path/docs-link crash in `formatDocsLink`; `66954` broadens the fix, but it is the same underlying bug." }, { "left": "pull_request:66778", "right": "pull_request:66954", "accept": true, "reason": "Same undefined `path`/docs-link problem as the other terminal-links fix, with `66954` adding the broader caller-side guard too." }, { "left": "pull_request:66727", "right": "pull_request:66778", "accept": true, "reason": "Near-identical `formatDocsLink` guard for undefined `path`; these are the same fix expressed with minor code/style differences." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 82, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66783-2", "nodes": [ "pull_request:66783", "pull_request:67175" ], "soft_pairs": [ "pull_request:66783|pull_request:67175" ], "prepared_review_unit_hash": "3f2b3a76ff54354bfba7bf93bd2e75fce7cc55ac04f205bbb567291c9979a7ac", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4695, "estimated_input_tokens": 1174, "estimated_eval_tokens": 2604 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4695, "estimated_input_tokens": 1174, "estimated_eval_tokens": 2604 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs are unrelated: one adds gateway Permissions-Policy configuration, the other fixes bundled gateway logging config loading. They do not describe the same bug or change.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "PR #67175 is the stronger standalone candidate because it is a focused bugfix with a clear runtime regression target and minimal surface area.", "soft_edge_verdicts": [ { "left": "pull_request:66783", "right": "pull_request:67175", "accept": false, "reason": "Different concerns and code paths: gateway HTTP security header configuration versus logging config loader initialization. They do not look mergeable into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 83, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66790-2", "nodes": [ "pull_request:66790", "pull_request:66862" ], "soft_pairs": [ "pull_request:66790|pull_request:66862" ], "prepared_review_unit_hash": "451accc439667171b1f9a74a8d5035c8e1f65e088896465e21d2ca59d0cfd400", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3775, "estimated_input_tokens": 944, "estimated_eval_tokens": 2144 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 3775, "estimated_input_tokens": 944, "estimated_eval_tokens": 2144 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs target the same Anthropic 1M context-token bug in `resolveContextTokensForModel`, with nearly identical titles and the same touched code path. PR 66862 appears to be the more complete and better-documented version because it includes test updates and an explicit issue link.", "confidence": 0.88, "canonical_issue_reason": null, "canonical_pr_reason": "PR 66862 is the better canonical PR because it covers the same fix as 66790 but adds test coverage and explicitly links the tracking issue, making it the more complete change set.", "best_issue_reason": null, "best_pr_reason": "PR 66862 is the strongest standalone candidate: it fixes the same concrete context-token regression and is better validated by updated tests.", "soft_edge_verdicts": [ { "left": "pull_request:66790", "right": "pull_request:66862", "accept": true, "reason": "Same underlying fix for Anthropic Opus/Sonnet 4 1M context resolution in the same code path; 66862 looks like a fuller version of the same change and could plausibly subsume 66790." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs target the same Anthropic 1M context-token logic in `resolveContextTokensForModel`, share the same main file, and 66862 is plausibly the more complete change because it adds tests and an issue link. The soft-edge accept is also conservative given the shared code path and near-identical titles." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 84, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66793-4", "nodes": [ "pull_request:66793", "pull_request:66794", "pull_request:66928", "pull_request:66986" ], "soft_pairs": [ "pull_request:66793|pull_request:66928", "pull_request:66793|pull_request:66794", "pull_request:66928|pull_request:66986" ], "prepared_review_unit_hash": "2a74d95a5bbe73258e39e7a25c60e41104a774c970fa4859ced203364979ae8e", "component_budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 3, "serialized_chars": 8342, "estimated_input_tokens": 2086, "estimated_eval_tokens": 4428 }, "budget": { "node_count": 4, "item_count": 4, "soft_pair_count": 3, "serialized_chars": 8342, "estimated_input_tokens": 2086, "estimated_eval_tokens": 4428 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The cluster splits into one unrelated PR for device-token redaction and a tight duplicate set around `skills.update` response secret leakage. The two skills PRs `66928` and `66986` target the same concrete bug; `66986` is the more complete fix. `66793` is also the same underlying skills response leak, but it is less polished and overlaps with the later fixes.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "`pull_request:66986` is the best canonical PR: it addresses the same `skills.update` secret-leak bug as the other skills PRs, is the most comprehensive of the set, and includes a test file in addition to the production fix.", "best_issue_reason": null, "best_pr_reason": "`pull_request:66986` is the strongest representative overall because it fixes the concrete response-redaction bug in `src/gateway/server-methods/skills.ts`, is tied to the explicit tracking issue, and adds coverage; `66794` is unrelated, and `66793`/`66928` are narrower variants of the same fix.", "soft_edge_verdicts": [ { "left": "pull_request:66793", "right": "pull_request:66928", "accept": true, "reason": "Same underlying bug: both redact secrets from the `skills.update` response in `src/gateway/server-methods/skills.ts`. The implementation details differ, but the code path and intended fix are the same." }, { "left": "pull_request:66793", "right": "pull_request:66794", "accept": false, "reason": "Different endpoints and different leak vectors: `skills.update` response redaction vs. device token redaction in `devices.ts`. They do not look like the same underlying bug." }, { "left": "pull_request:66928", "right": "pull_request:66986", "accept": true, "reason": "Both fix the same `skills.update` secret exposure, touch the same file, and target the same issue. `66986` looks like a later, more complete version of the same change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 85, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66854-2", "nodes": [ "pull_request:66854", "pull_request:67050" ], "soft_pairs": [ "pull_request:66854|pull_request:67050" ], "prepared_review_unit_hash": "9403be61b51542dc38c51ad21f22fd03c36fdfe0e4ee7310d6bdf044486bb74f", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4286, "estimated_input_tokens": 1072, "estimated_eval_tokens": 2400 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4286, "estimated_input_tokens": 1072, "estimated_eval_tokens": 2400 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs aim to reduce false positives in the install security scanner by skipping test files, but they address different code paths and the later PR is broader. They are related, not duplicates.", "confidence": 0.83, "canonical_issue_reason": null, "canonical_pr_reason": "67050 is the broader scanner fix: it skips test directories and test-file name patterns in the main directory walk, and it explicitly targets issue 66840.", "best_issue_reason": null, "best_pr_reason": "67050 best represents the cluster because it covers more of the scanner path and includes an explicit issue target; 66854 only filters forced-file inputs.", "soft_edge_verdicts": [ { "left": "pull_request:66854", "right": "pull_request:67050", "accept": false, "reason": "Same general symptom, but not the same concrete fix: 66854 filters forced files, while 67050 skips test directories and file-name patterns during directory traversal. They could coexist in one larger patch, so this is related but not a duplicate PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 86, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66868-2", "nodes": [ "pull_request:66868", "pull_request:67049" ], "soft_pairs": [ "pull_request:66868|pull_request:67049" ], "prepared_review_unit_hash": "fe03dd1f22b7c505e548f5a5f3201674e397de8748f143e9eff635e0068f11e3", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4375, "estimated_input_tokens": 1094, "estimated_eval_tokens": 2444 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4375, "estimated_input_tokens": 1094, "estimated_eval_tokens": 2444 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs address the same stale system-event leakage during session reset by draining queued system events after cleanup. They look like duplicate fixes for adjacent reset paths rather than separate changes.", "confidence": 0.91, "canonical_issue_reason": null, "canonical_pr_reason": "67049 is the cleaner canonical PR: it patches the session-reset service directly and includes an explicit explanation of the /new reset leak mechanism.", "best_issue_reason": null, "best_pr_reason": "67049 is the best representative of the cluster because it targets the central reset flow and clearly matches the underlying bug; 66868 is a parallel endpoint-specific implementation of the same fix.", "soft_edge_verdicts": [ { "left": "pull_request:66868", "right": "pull_request:67049", "accept": true, "reason": "Both PRs implement the same underlying fix: drain stale system events during session cleanup to prevent cross-session leakage. The code paths differ, but the change is the same concrete bug fix and could plausibly be consolidated." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 87, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66896-2", "nodes": [ "pull_request:66896", "pull_request:67041" ], "soft_pairs": [ "pull_request:66896|pull_request:67041" ], "prepared_review_unit_hash": "1c38b0133efb244522f2ae2de940dd07aaa6567b1fac668a2df9c6a8ca96ea7a", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4189, "estimated_input_tokens": 1048, "estimated_eval_tokens": 2352 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4189, "estimated_input_tokens": 1048, "estimated_eval_tokens": 2352 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs overlap heavily on the same log-redaction change for JWT/Basic/custom security tokens; they look like near-duplicates with one being a more complete version.", "confidence": 0.9, "canonical_issue_reason": null, "canonical_pr_reason": "PR 67041 is the better canonical candidate because it covers the same redaction code-path change as 66896 but also adds tests and points to the tracking issue, making it the more complete implementation.", "best_issue_reason": null, "best_pr_reason": "PR 67041 is the best overall representative: same underlying fix, broader coverage via tests, and clearer intent from the linked issue.", "soft_edge_verdicts": [ { "left": "pull_request:66896", "right": "pull_request:67041", "accept": true, "reason": "Both PRs add the same log redaction patterns in src/logging/redact.ts for JWT, Basic auth, and custom token/secret headers; 67041 is a superset with tests, so they plausibly belong to one merged change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 88, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-66912-2", "nodes": [ "pull_request:66912", "pull_request:66913" ], "soft_pairs": [ "pull_request:66912|pull_request:66913" ], "prepared_review_unit_hash": "9459bce6392c26512b57936adc111d4f7bdc06d872b793a78054b51d9bafbd19", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4221, "estimated_input_tokens": 1056, "estimated_eval_tokens": 2368 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4221, "estimated_input_tokens": 1056, "estimated_eval_tokens": 2368 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two PRs are unrelated: one restores a Telegram self-authored reply-media guard, while the other fixes truncated IDs in the memory_forget candidate list. They do not share the same underlying bug or change and should not be clustered as duplicates.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "PR #66912 is the cleaner representative because it fixes a concrete runtime bug in a single code path with a minimal, targeted change.", "best_issue_reason": null, "best_pr_reason": "PR #66912 is the best representative for the cluster only in the sense that it is the more direct bug fix; however, the items are not duplicates, so no single PR truly represents both.", "soft_edge_verdicts": [ { "left": "pull_request:66912", "right": "pull_request:66913", "accept": false, "reason": "Different subsystems and different bugs: Telegram reply-media self-ingestion guard vs memory_lancedb ID display in memory_forget. No plausible merged single PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 89, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67018-2", "nodes": [ "pull_request:67018", "pull_request:67101" ], "soft_pairs": [ "pull_request:67018|pull_request:67101" ], "prepared_review_unit_hash": "8cd24b757464964f68cb7f429c008888878d5bb20417da6ef8026d8750f9e670", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4257, "estimated_input_tokens": 1065, "estimated_eval_tokens": 2386 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4257, "estimated_input_tokens": 1065, "estimated_eval_tokens": 2386 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are two unrelated iOS refactor PRs: one extracts ElevenLabs TTS output format strings, the other extracts a Motion error domain constant. They do not fix the same bug or change the same code path, so they should not be clustered as duplicates.", "confidence": 0.97, "canonical_issue_reason": null, "canonical_pr_reason": "PR #67018 is a cleaner canonical representative for the cluster only because it is the more self-contained refactor and has a single-file TTS constant extraction; it is not a duplicate of #67101.", "best_issue_reason": null, "best_pr_reason": "PR #67101 is the stronger standalone change because it includes the constant extraction plus test updates around Motion error handling, but it remains unrelated to #67018.", "soft_edge_verdicts": [ { "left": "pull_request:67018", "right": "pull_request:67101", "accept": false, "reason": "Different subsystems and different code paths: TalkMode/TTS format literals vs MotionService error domain extraction. Same broad refactor style, but not the same underlying change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 90, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67223-2", "nodes": [ "pull_request:67223", "pull_request:67280" ], "soft_pairs": [ "pull_request:67223|pull_request:67280" ], "prepared_review_unit_hash": "549ff4b9d508cd6db24215e843acd98b3bf1542caa914e021fc0cb46800a7a1a", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4266, "estimated_input_tokens": 1067, "estimated_eval_tokens": 2390 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4266, "estimated_input_tokens": 1067, "estimated_eval_tokens": 2390 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "The two pull requests are near-duplicates of the same ACP session-key reuse fix in `src/agents/acp-spawn.ts`. PR 67280 is the stronger canonical choice because it is non-draft and has review activity; PR 67223 is a draft with effectively the same patch shape.", "confidence": 0.98, "canonical_issue_reason": null, "canonical_pr_reason": "PR 67280 is the better canonical PR because it is the non-draft version and has actual review activity, while the code change and intent are otherwise nearly identical to 67223.", "best_issue_reason": null, "best_pr_reason": "PR 67280 is the best PR candidate since it is the more complete/active submission of the same fix and is suitable as the representative artifact for this duplicate cluster.", "soft_edge_verdicts": [ { "left": "pull_request:67223", "right": "pull_request:67280", "accept": true, "reason": "Same title, same file, and essentially the same code-path change: resolving an existing persistent session label before generating a new ACP session key. The minor difference in the `entry` guard does not make this a different underlying change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 91, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67254-2", "nodes": [ "pull_request:67254", "pull_request:67344" ], "soft_pairs": [ "pull_request:67254|pull_request:67344" ], "prepared_review_unit_hash": "021b6ef72e6373e2f05cde885b0339abed641067e49865dcffc24ef4de59c680", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4681, "estimated_input_tokens": 1171, "estimated_eval_tokens": 2598 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4681, "estimated_input_tokens": 1171, "estimated_eval_tokens": 2598 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These two PRs are related to the same Google private-network/SSRF area, but they do not look like the same mergeable change. PR 67254 is the broader transport-policy fix across Google helpers, while PR 67344 is a narrower image-generation-specific adjustment.", "confidence": 0.79, "canonical_issue_reason": null, "canonical_pr_reason": "pull_request:67254 is the broader, more complete fix: it updates the shared Google API request config path and touches both image-generation and media-understanding providers, matching the underlying SSRF policy change.", "best_issue_reason": null, "best_pr_reason": "pull_request:67254 is the best representative because it addresses the core allowPrivateNetwork behavior across the shared Google helper code, whereas pull_request:67344 appears to be a narrower follow-up for image generation only.", "soft_edge_verdicts": [ { "left": "pull_request:67254", "right": "pull_request:67344", "accept": false, "reason": "Shared issue target and files are not enough here: 67254 is a broader SSRF-policy fix across multiple Google providers, while 67344 is scoped to image generation. They look related, but not the same concrete change that should be merged as one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 92, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67284-2", "nodes": [ "pull_request:67284", "pull_request:67479" ], "soft_pairs": [ "pull_request:67284|pull_request:67479" ], "prepared_review_unit_hash": "86b90280f55913cdf14c03729f11444e2178bf4725f05a6a453e5a491f05e033", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4543, "estimated_input_tokens": 1136, "estimated_eval_tokens": 2528 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4543, "estimated_input_tokens": 1136, "estimated_eval_tokens": 2528 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs target the same browser config fix: expanding a leading `~` in `executablePath` before spawning, with the same touched files and shared issue target `#67264`.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": "PR #67284 is the better canonical PR because it has the clearer fix description, explicit issue reference, and more behavior-specific tests around `~` expansion and absolute-path preservation.", "best_issue_reason": null, "best_pr_reason": "PR #67284 is the strongest representative of this change set for the same reason: it most directly documents the intended runtime behavior and includes the more specific regression coverage.", "soft_edge_verdicts": [ { "left": "pull_request:67284", "right": "pull_request:67479", "accept": true, "reason": "Accept: both PRs appear to implement the same concrete fix for `executablePath` tilde expansion in browser config, touch the same files, and target the same issue. They look merge-equivalent rather than just broadly related." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary and soft-edge verdict are grounded in the packet: both PRs share the same issue target (#67264), touch the same browser config files, and their diffs/tests indicate the same bugfix class (tilde expansion for executablePath with absolute-path preservation). The pair looks mergeable into one PR for the same fix, and the verdict stays conservative enough." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 93, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67331-3", "nodes": [ "pull_request:67331", "pull_request:67332", "pull_request:67333" ], "soft_pairs": [ "pull_request:67331|pull_request:67333", "pull_request:67331|pull_request:67332", "pull_request:67332|pull_request:67333" ], "prepared_review_unit_hash": "edfc8750711960cf5867009a44f6ea4252ff85833763a1f2cfb9e304ae8b9cc1", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 10219, "estimated_input_tokens": 2555, "estimated_eval_tokens": 5366 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 3, "serialized_chars": 10219, "estimated_input_tokens": 2555, "estimated_eval_tokens": 5366 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three pull requests overlap in sandbox/agents plumbing, but they address different changes: permission-denied hardening, owner-only authorization wiring, and a sandbox readiness/parity harness. None look like duplicates of the same underlying fix.", "confidence": 0.89, "canonical_issue_reason": null, "canonical_pr_reason": "PR 67331 is the most focused and concrete bugfix: it standardizes fs permission_denied behavior and hardens file-mutation safety with tightly related tests and bridge changes.", "best_issue_reason": null, "best_pr_reason": "PR 67331 is the best representative because it has the narrowest, most coherent scope around one code-path problem rather than introducing broader feature wiring or tooling.", "soft_edge_verdicts": [ { "left": "pull_request:67331", "right": "pull_request:67333", "accept": false, "reason": "Shared sandbox/filesystem files are incidental; 67331 is about permission_denied normalization and mutation safety, while 67333 adds a readiness probe and parity harness. Different changes, not one mergeable PR." }, { "left": "pull_request:67331", "right": "pull_request:67332", "accept": false, "reason": "67331 hardens file mutation and error messaging, but 67332 wires task/team tools with owner-only authorization. They touch some of the same infrastructure but fix different problems." }, { "left": "pull_request:67332", "right": "pull_request:67333", "accept": false, "reason": "67332 is an authorization feature for task/team tools, whereas 67333 is sandbox readiness and claw-code parity tooling. Overlap in agent/sandbox files is broad-subsystem reuse, not the same underlying change." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 94, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67341-2", "nodes": [ "pull_request:67341", "pull_request:67550" ], "soft_pairs": [ "pull_request:67341|pull_request:67550" ], "prepared_review_unit_hash": "c1898cf6f439f257b3b26840400fb4a77902bd8adfa9f3d7edaefe9684a78cee", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4790, "estimated_input_tokens": 1198, "estimated_eval_tokens": 2652 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4790, "estimated_input_tokens": 1198, "estimated_eval_tokens": 2652 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs implement the same Amazon Bedrock Mantle discovery gate behind `discovery.enabled` for issue #67288; 67550 appears to be the more complete version with tests, while 67341 is an earlier partial implementation.", "confidence": 0.93, "canonical_issue_reason": null, "canonical_pr_reason": "67550 is the better canonical PR because it is the more complete, later change: it adds the config gate plus tests and explicitly links the tracking issue.", "best_issue_reason": null, "best_pr_reason": "67550 best represents the cluster since it covers the full fix path and validation, whereas 67341 looks like an earlier/smaller implementation of the same change.", "soft_edge_verdicts": [ { "left": "pull_request:67341", "right": "pull_request:67550", "accept": true, "reason": "Same underlying feature/fix: add a `discovery.enabled` gate to skip implicit Mantle discovery. They touch the same files, target the same issue, and could plausibly be merged as one PR." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: both PRs target issue #67288, share the same core files, and the titles/diffs indicate the same `discovery.enabled` gate. The softer claims are appropriately hedged (`appears to be`, `looks like`). The pair verdict is also reasonable because the changes look mergeable into one PR for the same bugfix." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 95, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67431-2", "nodes": [ "pull_request:67431", "pull_request:67432" ], "soft_pairs": [ "pull_request:67431|pull_request:67432" ], "prepared_review_unit_hash": "289515809b1f7572e691dbafc12ab702856fb8b0c472bc705dce631ab82ea85b", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4656, "estimated_input_tokens": 1164, "estimated_eval_tokens": 2584 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4656, "estimated_input_tokens": 1164, "estimated_eval_tokens": 2584 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "These are related accessibility fixes in the same UI area, but they target different buttons and different concrete code paths, so they should not be merged as duplicates.", "confidence": 0.92, "canonical_issue_reason": null, "canonical_pr_reason": null, "best_issue_reason": null, "best_pr_reason": "pull_request:67431 is the better representative because it covers a broader set of icon-only chat controls and has the clearest, most general accessibility change.", "soft_edge_verdicts": [ { "left": "pull_request:67431", "right": "pull_request:67432", "accept": false, "reason": "Different fixes: 67431 adds aria-labels for chat controls (refresh/thinking/tool calls), while 67432 targets the pinned-message Unpin button. Same accessibility theme, but not the same underlying change or code-path problem." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 96, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67437-2", "nodes": [ "pull_request:67437", "pull_request:67510" ], "soft_pairs": [ "pull_request:67437|pull_request:67510" ], "prepared_review_unit_hash": "af6b0e82c71c453dfacb5f156a92758fd9ae3ebbf7cbb4b5a4c45e8c2daa9d36", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5101, "estimated_input_tokens": 1276, "estimated_eval_tokens": 2808 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 5101, "estimated_input_tokens": 1276, "estimated_eval_tokens": 2808 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both PRs are BlueBubbles attachment-handling fixes, but they address different failure modes: #67437 retries fetching attachments when a webhook arrives with an empty array, while #67510 restores inbound image attachments and handles updated-message events across a broader processing path. They share a tracking issue and some files, but they are not the same underlying change.", "confidence": 0.86, "canonical_issue_reason": null, "canonical_pr_reason": "#67510 is the better cluster representative because it is the broader BlueBubbles inbound-attachment fix and covers the main pipeline changes; #67437 is a narrower retry-on-empty-array patch.", "best_issue_reason": null, "best_pr_reason": "#67510 is the most suitable single PR to represent this cluster since it bundles the larger end-to-end attachment recovery behavior. #67437 is related but too narrow to stand in for the cluster as a whole.", "soft_edge_verdicts": [ { "left": "pull_request:67437", "right": "pull_request:67510", "accept": false, "reason": "Shared subsystem and issue target, but different concrete bugs and scopes. One is an empty-array retry for attachment fetch; the other restores inbound images and updated-message event handling across multiple code paths. Too broad to treat as the same PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 97, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67449-3", "nodes": [ "pull_request:67449", "pull_request:67455", "pull_request:67484" ], "soft_pairs": [ "pull_request:67449|pull_request:67484", "pull_request:67455|pull_request:67484" ], "prepared_review_unit_hash": "3e9dc1115d0e68ba29603279d037e6c9b27d1281c6ada2300acc198253af4bf8", "component_budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6087, "estimated_input_tokens": 1522, "estimated_eval_tokens": 3300 }, "budget": { "node_count": 3, "item_count": 3, "soft_pair_count": 2, "serialized_chars": 6087, "estimated_input_tokens": 1522, "estimated_eval_tokens": 3300 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "All three PRs address the same Ollama bug: `ollama/`-prefixed model IDs being sent to the chat API. PR #67455 is the most complete/general fix, while #67449 and #67484 are narrower variants of the same change.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "PR #67455 is the best canonical PR: it explicitly targets issue #67435, centralizes prefix stripping, and adds direct tests for the behavior.", "best_issue_reason": null, "best_pr_reason": "PR #67455 is the strongest representative of the cluster because it fixes the shared code-path in a reusable way and documents the intended behavior with tests.", "soft_edge_verdicts": [ { "left": "pull_request:67449", "right": "pull_request:67484", "accept": true, "reason": "Both PRs fix the same concrete bug in the Ollama chat request path: stripping the `ollama/` prefix from `modelId` before the API call." }, { "left": "pull_request:67455", "right": "pull_request:67484", "accept": true, "reason": "These are duplicate fixes for the same model-ID prefix stripping issue in the same Ollama request code path; one is just a more complete implementation." } ] }, "evaluator_result": { "accept": true, "feedback": "The summary is grounded in the packet: all three PRs target the same Ollama `ollama/`-prefix stripping bug, and #67455 is the most complete representative because it centralizes the logic and adds focused tests. The pairwise duplicate calls are also conservative enough to support a single bugfix cluster." }, "evaluator_used": true, "retried": false, "accepted_nontrivial_soft_edge": true, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 98, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67499-2", "nodes": [ "pull_request:67499", "pull_request:67509" ], "soft_pairs": [ "pull_request:67499|pull_request:67509" ], "prepared_review_unit_hash": "549c821e2866c3b83358d68fbf05db150915f726c0c72f46e7ddcb80d1181642", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4455, "estimated_input_tokens": 1114, "estimated_eval_tokens": 2484 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4455, "estimated_input_tokens": 1114, "estimated_eval_tokens": 2484 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests address the same underlying change: prevent the CLI from running as root unless explicitly overridden. They target the same issue (#67478), share the same test file name, and differ mainly in implementation style (inline guard vs extracted guard module), so they are a valid duplicate/cluster pair.", "confidence": 0.94, "canonical_issue_reason": null, "canonical_pr_reason": "67509 is the better canonical PR because it implements the root guard as a dedicated module and wires it into the CLI entrypoint, which is the more maintainable and complete form of the same fix.", "best_issue_reason": null, "best_pr_reason": "67509 is the strongest representative of the cluster: it directly fixes the root-execution path, includes focused tests, and presents the cleaner reusable implementation rather than an inline one-off guard.", "soft_edge_verdicts": [ { "left": "pull_request:67499", "right": "pull_request:67509", "accept": true, "reason": "Same concrete bug and same CLI behavior change: refuse root execution without OPENCLAW_ALLOW_ROOT. The implementation differs, but both PRs could plausibly be merged into one root-guard fix." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null }, { "label": "pull_request", "component_index": 99, "component_count": 99, "review_unit_index": 1, "review_unit_count": 1, "status": "reviewed", "reason": null, "source": "llm", "cache_hit": false, "model": "gpt-5.4-mini?service_tier=flex", "cluster_id": "cluster-67557-2", "nodes": [ "pull_request:67557", "pull_request:67560" ], "soft_pairs": [ "pull_request:67557|pull_request:67560" ], "prepared_review_unit_hash": "dcec77517c83b8eee691ee23fd8434cd14644a0a9cc27105785a31b1a3239418", "component_budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4624, "estimated_input_tokens": 1156, "estimated_eval_tokens": 2568 }, "budget": { "node_count": 2, "item_count": 2, "soft_pair_count": 1, "serialized_chars": 4624, "estimated_input_tokens": 1156, "estimated_eval_tokens": 2568 }, "overflow_policy": "truncate_then_skip", "trimmed": false, "aggressively_trimmed": false, "split": false, "analyst_result": { "summary": "Both pull requests target the same Gateway auto-enable/reload-loop regression (#67436) and overlap in the config-hash/reload path in server.impl.ts, but 67560 looks like the more complete fix with additional startup snapshot coverage and broader implementation changes.", "confidence": 0.82, "canonical_issue_reason": null, "canonical_pr_reason": "67560 is the better canonical PR because it appears to contain the fuller gateway fix: it changes the startup config path, adds snapshot coverage, and explicitly frames the hot-reload loop after plugin auto-enable. 67557 is a narrower variant focused mainly on the hash capture/dedup guard.", "best_issue_reason": null, "best_pr_reason": "67560 is the best overall representative of the cluster because it is more complete and better validated, while still addressing the same concrete gateway auto-enable restart-loop bug.", "soft_edge_verdicts": [ { "left": "pull_request:67557", "right": "pull_request:67560", "accept": true, "reason": "Accept: both PRs target the same concrete bug in the gateway config-hash/reload seam after plugin auto-enable, share the same issue target (#67436), and both touch server.impl.ts plus related reload tests. They look like alternative/overlapping fixes for the same regression and could plausibly be merged into one PR." } ] }, "evaluator_result": null, "evaluator_used": false, "retried": false, "accepted_nontrivial_soft_edge": false, "error_kind": null, "error_message": null } ] }