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1. incident_service.py: save_to_episodic_memory() 補寫 alertname/notification_type/alert_category → 之前這3欄在DB永遠NULL,LLM無alertname,Playbook匹配全失敗 2. telegram_gateway.py: Telegram批准後呼叫 execute_approved_action() → 之前sign_approval()只改DB狀態,380筆批准0筆真正執行kubectl指令 3. approval_execution.py: 執行成功後呼叫 resolve_incident() webhooks.py: auto-repair成功後呼叫 resolve_incident() → 之前Incident永遠停在INVESTIGATING,KM轉換永遠不觸發,Playbook=0 4. webhooks.py: TYPE-1告警短路,不進LLM → 之前Heartbeat/Backup/Info仍燒LLM token,產生垃圾修復建議 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>