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1. auto_approve.py: 允許 high risk 自動執行 (low/medium/high 全開放)
- min_confidence 0.65→0.50 (信心門檻降低)
- 新增 DESTRUCTIVE_PATTERNS 攔截真正危險指令
(scale=0, delete deployment/pvc/namespace, drop table)
- 核心: critical + 破壞性操作 → 人工; 其他 → 全自動
2. decision_manager.py: 新增 _collect_mcp_context()
- LLM 分析前先收集真實環境狀態 (SSH/K8s MCP)
- Host/Docker 告警 → ssh_get_container_status + ssh_get_top_processes
- K8s 告警 → k8s_get_events
- 注入 diagnosis_context "當前環境狀態 (MCP 實時查詢)" 區段
3. webhooks.py: 修復 target_resource 提取
- 新增 name/container/job label 提取
- DockerContainerUnhealthy 不再 target=alertname
- IP 位址自動排除 (192.x 開頭不作為 target)
🔴 Tier 3 紅區 — 需首席架構師批准
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>