# session_retrospectives

user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
response_message_id: 783c8e9e-9ac1-4306-a263-d0410676a3ef
query_text: nihao
summary_text: 本轮请求按 direct 模式处理；主要负责 agent 为 master。
task_type: general
execution_mode: direct
primary_agent: master
skill_names: []
evidence: []
task_refs: []
recorded_at: 2026-04-07 09:01:06.046357
id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
created_at: 2026-04-07 09:01:06.046357
updated_at: 2026-04-07 09:01:06.046357
final_response:
[cell repeats an earlier one in this file: 174 characters]

payload:
  {"retrospective_id": "783c8e9e-9ac1-4306-a263-d0410676a3ef", "user_id": "ce27eb92-4af1-4e25-8922-be8ff7e04f06", "conversation_id": "df6a3cbd-a583-45e6-86f1-d643e4ce3c19", "request_message_id": null, "response_message_id": "783c8e9e-9ac1-4306-a263-d0410676a3ef", "query_text": "nihao", "final_response": "<think>\n\u7528\u6237\u53d1\u6765\u4e86\"nihao\"\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e2d\u6587\u95ee\u5019\uff08\u4f60\u597d\uff09\u3002\u6839\u636e\u6211\u7684\u6307\u4ee4\uff0c\u6211\u4e0d\u5e94\u8be5\u8fdb\u884c\u6a21\u677f\u5316\u7684\u81ea\u6211\u4ecb\u7ecd\u6216\u5c55\u5f00\u56db\u4e2a\u5b50Agent\u7684\u804c\u8d23\u5206\u5de5\u3002\u6211\u53ea\u9700\u8981\u505a\u4e00\u4e2a\u81ea\u7136\u3001\u7b80\u77ed\u3001\u6709\u63a8\u8fdb\u611f\u7684\u56de\u5e94\u3002\n\n\u597d\u7684\u95ee\u5019\u56de\u5e94\u5e94\u8be5\uff1a\n- \u7b80\u6d01\n- \u6709\u5b58\u5728\u611f\n- \u5e26\u6709\u53ef\u4ee5\u63a8\u8fdb\u7684\u611f\u89c9\n- \u4e0d\u505a\u81ea\u6211\u4ecb\u7ecd\n\n\u8ba9\u6211\u7ed9\u4e00\u4e2a\u5e72\u51c0\u3001\u6709\u6548\u7684\u56de\u5e94\u3002\n</think>\n\n\u5728\u3002\u6709\u4ec0\u4e48\u8981\u63a8\u8fdb\u7684\uff1f", "summary": "\u672c\u8f6e\u8bf7\u6c42\u6309 direct \u6a21\u5f0f\u5904\u7406\uff1b\u4e3b\u8981\u8d1f\u8d23 agent \u4e3a master\u3002", "task_type": "general", "execution_mode": "direct", "primary_agent": "master", "verification_status": null, "verification_summary": null, "used_skill_names": [], "evidence_refs": [], "task_refs": [], "event_refs": [{"event_type": "agent.phase.changed", "task_id": null, "agent_id": "master"}, {"event_type": "agent.checkpoint.recorded", "task_id": null, "agent_id": "master"}, {"event_type": "agent.parallel.assessed", "task_id": null, "agent_id": "master"}, {"event_type": "agent.task_graph.built", "task_id": null, "agent_id": "master"}, {"event_type": "agent.execution.decided", "task_id": null, "agent_id": "master"}], "context_snapshot": {"runtime_request_context": {"user_id": "ce27eb92-4af1-4e25-8922-be8ff7e04f06"}, "recommended_runtime_mode": null, "parallel_worthiness": {"should_parallelize": false, "score": 0.0, "estimated_subtasks": 1, "preferred_mode": "direct", "reasons": [], "risk_flags": []}, "retrospective_shortlist_count": 0}, "learning_signals": [{"signal_type": "workflow", "confidence": 0.8, "evidence_refs": [], "explanation": "Completed runs can be mined as workflow hints later.", "payload": {"task_type": "general", "execution_mode": "direct"}}], "pattern_candidates": [{"pattern_id": "pattern-dcb5b5f820", "pattern_type": "workflow", "description": "Completed general requests worked under direct execution.", "confidence": 0.8, "evidence_refs": []}], "skill_candidates": [{"candidate_id": "candidate-490e8a2cb2", "name": "workflow-490e8a2cb2", "summary": "Completed general requests worked under direct execution.", "candidate_type": "workflow_skill", "source_pattern_ids": ["pattern-dcb5b5f820"], "confidence": 0.8, "evidence_refs": [], "recommended_status": "candidate"}], "learning_decision": {"decision": "create_candidate", "explanation": "Retrospective produced reusable candidate skills.", "evidence_refs": [], "metadata": {"signal_count": 1, "pattern_count": 1, "skill_candidate_count": 1}}, "outcome": "completed", "captured_at": "2026-04-07T09:01:06.027732Z"}


# learning_artifacts

user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
retrospective_id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
artifact_type: signal
artifact_key: workflow
summary_text: Completed runs can be mined as workflow hints later.
recorded_at: 2026-04-07 09:01:10.287478
id: daa4820e-a5a8-4e84-a523-66e774ca699f
created_at: 2026-04-07 09:01:10.287478
updated_at: 2026-04-07 09:01:10.287478
payload:
  {"signal_type": "workflow", "confidence": 0.8, "evidence_refs": [], "explanation": "Completed runs can be mined as workflow hints later.", "payload": {"task_type": "general", "execution_mode": "direct"}}


user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
retrospective_id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
artifact_type: pattern_candidate
artifact_key: workflow
summary_text: Completed general requests worked under direct execution.
recorded_at: 2026-04-07 09:01:10.287478
id: ec1dd474-5db6-4542-95e1-b27e8fd1c4d7
created_at: 2026-04-07 09:01:10.287478
updated_at: 2026-04-07 09:01:10.287478
payload:
  {"pattern_id": "pattern-dcb5b5f820", "pattern_type": "workflow", "description": "Completed general requests worked under direct execution.", "confidence": 0.8, "evidence_refs": []}


user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
retrospective_id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
artifact_type: skill_candidate
artifact_key: workflow-490e8a2cb2
summary_text: Completed general requests worked under direct execution.
recorded_at: 2026-04-07 09:01:10.287478
id: 01211765-dcb2-4714-a6eb-52d16e9f76f1
created_at: 2026-04-07 09:01:10.287478
updated_at: 2026-04-07 09:01:10.287478
payload:
  {"candidate_id": "candidate-490e8a2cb2", "name": "workflow-490e8a2cb2", "summary": "Completed general requests worked under direct execution.", "candidate_type": "workflow_skill", "source_pattern_ids": ["pattern-dcb5b5f820"], "confidence": 0.8, "evidence_refs": [], "recommended_status": "candidate"}


user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
retrospective_id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
artifact_type: learning_decision
artifact_key: create_candidate
summary_text: Retrospective produced reusable candidate skills.
recorded_at: 2026-04-07 09:01:10.287478
id: 9e2e6e56-3e46-4622-91c2-9c474678a754
created_at: 2026-04-07 09:01:10.287478
updated_at: 2026-04-07 09:01:10.287478
payload:
  {"decision": "create_candidate", "explanation": "Retrospective produced reusable candidate skills.", "evidence_refs": [], "metadata": {"signal_count": 1, "pattern_count": 1, "skill_candidate_count": 1}}


user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
retrospective_id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
artifact_type: learning_audit
artifact_key: 783c8e9e-9ac1-4306-a263-d0410676a3ef
summary_text: Retrospective produced reusable candidate skills.
recorded_at: 2026-04-07 09:01:10.287478
id: 82f10d1d-e4db-4d1a-9381-334198f15e36
created_at: 2026-04-07 09:01:10.287478
updated_at: 2026-04-07 09:01:10.287478
payload:
  {"retrospective_id": "783c8e9e-9ac1-4306-a263-d0410676a3ef", "decision": "create_candidate", "explanation": "Retrospective produced reusable candidate skills.", "signal_count": 1, "pattern_count": 1, "skill_candidate_count": 1, "outcome": "completed"}


user_id: ce27eb92-4af1-4e25-8922-be8ff7e04f06
conversation_id: df6a3cbd-a583-45e6-86f1-d643e4ce3c19
retrospective_id: eb9ad433-71e2-401e-b3e6-b99c64b7d6cd
artifact_type: skill_lifecycle_decision
artifact_key: workflow-490e8a2cb2
summary_text: First learned candidate created from retrospective evidence.
recorded_at: 2026-04-07 09:01:10.287478
id: 5086bf49-fe6c-42ca-94e8-b7cf5cb5e49d
created_at: 2026-04-07 09:01:10.287478
updated_at: 2026-04-07 09:01:10.287478
payload:
  {"skill_name": "workflow-490e8a2cb2", "action": "created_candidate", "previous_status": null, "new_status": "candidate", "reason": "First learned candidate created from retrospective evidence.", "evidence_refs": [], "confidence": 0.8, "review_after": "2026-04-14T09:01:10.243678Z"}


