feat(Phase 3): 學習閉環重建 — 三根因修復 + 2x EWMA + Evolver Agent
ADR-083 Phase 3 學習閉環重建: **三根因修復** - approval_execution.py: fire-and-forget create_task → await asyncio.wait_for(timeout=30) × 2 (成功路徑 L265 + 失敗路徑 L353,超時記錄 learning_trigger_timeout metric,主流程不 crash) - models/approval.py: ApprovalRequestBase 新增 matched_playbook_id 欄位 - decision_manager.py: _auto_execute 建立 ApprovalRequest 時填充 matched_playbook_id - learning_service.py: 雙路徑查找 _matched_pb_id(matched_playbook_id + metadata fallback) **2x EWMA 負向強化** - models/playbook.py: 新增 trust_score: float = 0.3(EWMA 動態信任度欄位) - repositories/playbook_repository.py: update_stats 加 EWMA 成功: trust = 0.9 × old + 0.1 × 1.0 失敗: trust = 0.8 × old + 0.2 × 0.0(衰減速度 2x) trust < 0.1 → log warning,等 Evolver 封存 **Evolver Agent(新建)** - services/playbook_evolver.py: 三功能全靜態規則 1. 低信任封存: trust < 0.1 → DEPRECATED 2. 休眠封存: 30d 未使用 AND trust < 0.5 → DEPRECATED 3. 相似合併: 症狀 Jaccard > 0.9 → 保留高 trust,封存低 trust AIOPS_P3_EVOLVER_ENABLED=False 預設關閉 **文件** - ADR-083 學習閉環重建 - MASTER §8 Phase 3 完工記錄 AIOPS_P3_ENABLED=False(預設),骨架就位等統帥批准開啟 Co-Authored-By: Claude Sonnet 4.6(亞太)<noreply@anthropic.com>
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@@ -205,24 +205,33 @@ class LearningService:
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trust_after = trust_record.score if trust_record else 0
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# 2. 更新 Playbook 統計 (如果有匹配)
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# ADR-083 Phase 3: 雙路徑查找 matched_playbook_id
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# 路徑 A: ApprovalRequest.matched_playbook_id(auto_execute 路徑,Phase 3 修復)
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# 路徑 B: approval.metadata["playbook_id"](人工審核路徑,透過 proposal_service 存入 metadata)
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# 2026-04-15 ogt + Claude Sonnet 4.6(亞太): Phase 3 Playbook EWMA 修復
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_matched_pb_id: str | None = (
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getattr(approval, "matched_playbook_id", None)
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or (approval.metadata or {}).get("matched_playbook_id")
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or (approval.metadata or {}).get("playbook_id")
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)
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playbook_updated = False
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if hasattr(approval, "matched_playbook_id") and approval.matched_playbook_id:
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if _matched_pb_id:
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try:
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await self._update_playbook_stats(
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playbook_id=approval.matched_playbook_id,
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playbook_id=_matched_pb_id,
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success=result.success,
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)
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playbook_updated = True
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except Exception as e:
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logger.warning(
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"playbook_stats_update_failed",
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playbook_id=approval.matched_playbook_id,
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playbook_id=_matched_pb_id,
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error=str(e),
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)
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# 3. 嘗試萃取新 Playbook (成功且無匹配 Playbook)
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new_playbook_id = None
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if result.success and not getattr(approval, "matched_playbook_id", None):
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if result.success and not _matched_pb_id:
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try:
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new_playbook_id = await self._try_extract_playbook(
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incident_id=result.incident_id,
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