docs(awooop): record t62 recurrence dry run [skip ci]

【根因】INC-20260507-99ADF2 飛輪斷流，566+ stuck incidents（30秒漲 1）核心
原因：NO_ACTION 路徑 (approval_execution.py:251) 提前 return True，跳過
line 482-495 已有的 resolve_incident 呼叫，incident 永遠卡 INVESTIGATING。

【修法】
- approval_execution.py NO_ACTION 分支補 resolve_incident 呼叫 + 成功/失敗
  log，背景 log 加 path="no_action" 用於 prod 量化修法生效率（debugger
  全鏈分析 + critic 1st/2nd 審查必修 #1）。
- incident_service.py resolve_incident 在 line 1106 加 RESOLVED 冪等 guard，
  早於所有副作用（status mutation / Redis / DB / postmortem / KB / KM /
  disposition），順帶修 success path line 482-495 重觸 postmortem 的潛在
  老風險（critic 必修 #2）。

【遵守 Codex 5/6 設計（feedback_respect_codex_design_intent.md）】
- 不動 flywheel_stats_service.py / heartbeat_report_service.py /
  auto_repair_service.record_auto_repair() / metrics_repository UPPER(status)。
- resolve_incident 不寫 auto_repair_executions 表（Codex 5/6 source of
  truth），不污染 24h KPI 計算。

【Test 覆蓋】
- test_approval_execution_no_action.py：NO_ACTION → resolve 被呼叫一次 +
  resolve raise 時仍 return True（NO_ACTION 不能因 resolve 失敗退化成 False，
  否則污染 auto_execute KPI line 207-208 註解契約）。
- test_incident_service_resolve_idempotency.py：RESOLVED → return existing +
  save_to_working_memory 不被呼叫；not_found → return None。

【驗收條件（部署後 24h）】
1. grep `path="no_action"` 中 incident_resolved_after_no_action_execution
   數量 vs background_execution_noop 數量，1:1 才算修復成功。
2. awoooi_flywheel_incidents_stuck 從每 30 秒漲 1 變平緩。
3. SRE 群 24h 內若湧入 >20 份 NO_ACTION postmortem 觸發 follow-up 評估
   resolution_type="no_action" 跳過 postmortem（critic Minor #3 方案 B）。

Refs: INC-20260507-99ADF2, debugger root cause #1 (鏈 A), critic 1st 必修
#1 #2, critic 2nd 必修 #1 #2 #3

Co-Authored-By: Codex (aider) <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.claude/settings.json

@@ -1,832 +0,0 @@
-{
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-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps -a | grep -i claw\")",
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-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker inspect clawbot --format=''{{range .Config.Env}}{{println .}}{{end}}'' | grep -E ''\\(TG_|TELEGRAM|ENABLED\\)''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -i ''logout\\\\|log.out\\\\|shutdown\\\\|stop'' | tail -20\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -E ''\\(getMe|getUpdates|sendMessage\\).*200'' | tail -5\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -i ''success\\\\|started\\\\|初始化'' | head -20\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -E ''2026-03-\\(19|20|21\\)'' | grep -i ''error\\\\|fail\\\\|logout\\\\|400\\\\|401'' | head -20\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker stop clawbot && docker rm clawbot && echo ''✅ OpenClaw 已永久停用''\")",
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-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && docker compose up -d 2>&1 || docker run -d --name clawbot --restart unless-stopped -p 8088:8088 -v /var/run/docker.sock:/var/run/docker.sock 192.168.0.110:5000/library/clawbot:stable-v6 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot --tail=15 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps --format ''table {{.Names}}\\\\t{{.Status}}'' | grep -E ''clawbot|litellm''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && sed -i ''s|TELEGRAM_BOT_TOKEN=.*|TELEGRAM_BOT_TOKEN=8569720657:AAHrJ5CMOb4rP0IYJrCUiDViLsnpK69uEUI|'' .env && grep TELEGRAM_BOT_TOKEN .env\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && docker compose down && docker compose up -d && sleep 5 && docker logs clawbot --tail=10\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps --format ''{{.Names}}'' | grep -i alert\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker stop alertmanager && docker rm alertmanager && echo ''✅ 舊 AIOPS Alertmanager 已停用''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps --format ''table {{.Names}}\\\\t{{.Image}}\\\\t{{.Status}}''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cat /home/ollama/momo-pro/monitoring/prometheus/alert_rules.yml 2>/dev/null | grep -A5 ''ClawbotDown\\\\|telegram\\\\|AIOPS'' | head -30\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"find /home/ollama -name ''*.yml'' -type f 2>/dev/null | xargs grep -l ''ClawbotDown\\\\|telegram'' 2>/dev/null | head -5\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec clawbot grep -r ''協同警報\\\\|ClawbotDown'' /app 2>/dev/null | head -5\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec prometheus cat /etc/prometheus/prometheus.yml 2>/dev/null | grep -A10 ''alerting\\\\|alertmanager''\")",
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-      "Bash(jq -r '.status, .components | to_entries[] | \"\"\"\"\\\\\\(.key\\): \\\\\\(.value.status\\)\"\"\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps --format ''table {{.Names}}\\\\t{{.Status}}'' | grep clawbot && docker logs clawbot --tail=15\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker inspect clawbot --format=''{{range .Config.Env}}{{println .}}{{end}}'' | grep TELEGRAM\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && sed -i ''s|TELEGRAM_BOT_TOKEN=.*|TELEGRAM_BOT_TOKEN=8569720657:AAFjDyjAN94QQrjn1gBnFXAyS20EUyozH8c|'' .env && docker compose down && docker compose up -d && sleep 5 && docker logs clawbot --tail=10\")",
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-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec prometheus cat /etc/prometheus/alerts.yml 2>/dev/null | grep -A10 ''ClawBot\\\\|clawbot'' | head -30\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec prometheus cat /etc/prometheus/alerts.yml 2>/dev/null | grep -i ''clawbot\\\\|claw'' -A5 -B5\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot --since=5m 2>&1 | grep -i ''clawbot\\\\|incident\\\\|alert'' | tail -20\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot --tail 50 2>&1\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -i ''telegram\\\\|polling\\\\|bot'' | tail -20\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps --format ''table {{.Names}}\\\\t{{.Status}}\\\\t{{.Ports}}'' | grep -E ''claw|NAME''\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -E ''telegram|Telegram|error|Error'' | tail -20\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps | grep ollama\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps -a --format ''table {{.Names}}\\\\t{{.Status}}'' | head -20\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"sed -i ''s|host.docker.internal|172.17.0.1|g'' /home/ollama/clawbot-v5/.env && cat /home/ollama/clawbot-v5/.env | grep OLLAMA\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && docker-compose restart clawbot && sleep 3 && docker logs clawbot --tail 30 2>&1\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && docker compose restart clawbot && sleep 5 && docker logs clawbot --tail 30 2>&1\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec clawbot curl -s http://172.17.0.1:11434/api/tags | head -c 200\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | tail -10\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -iE ''error|telegram|polling|alert|send'' | tail -30\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cat /home/ollama/clawbot-v5/.env | grep OLLAMA\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd /home/ollama/clawbot-v5 && docker compose up -d --force-recreate clawbot && sleep 5 && docker logs clawbot 2>&1 | tail -20\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec clawbot curl -s http://172.17.0.1:11434/api/tags | head -c 100\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot --since 5m 2>&1 | tail -30\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec momo-db psql -U postgres -d clawbot -c \"\"SELECT enum_range\\(NULL::approvalstatus\\);\"\"\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec -e PGPASSWORD=clawbot123 momo-db psql -U clawbot -d clawbot -c \"\"SELECT enum_range\\(NULL::approvalstatus\\);\"\"\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps | grep -E ''postgres|db''\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker exec momo-db env | grep -i postgres\")",
-      "Bash(sshpass -p \"0936223270\" ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"PGPASSWORD=AwoooiProd2026 psql -h localhost -U awoooi -d awoooi_prod -c \"\"SELECT enum_range\\(NULL::approvalstatus\\);\"\"\")",
-      "Bash(KUBECONFIG=~/.kube/config kubectl config get-contexts)",
-      "Bash(docker tag:*)",
-      "Bash(docker push:*)",
-      "Bash(ssh ollama@192.168.0.188 \"cd ~/awoooi-build && find apps/web/src -name ''''*.ts'''' -o -name ''''*.tsx'''' | head -30 | xargs md5sum\")",
-      "Bash(rsync -avz --exclude 'node_modules' --exclude '.next' --exclude '.turbo' --exclude '*.log' /Users/ogt/awoooi/ ollama@192.168.0.188:~/awoooi-build/)",
-      "Bash(gh run:*)",
-      "Bash(APPROVAL_ID=\"ea43578e-17cd-40b9-b4c3-8fe8e92f225c\" __NEW_LINE_76dc92b2699cd7d5__ echo \"=== 檢查 Approval Metadata ===\" curl -s \"https://awoooi.wooo.work/api/v1/approvals/pending\")",
-      "Bash(APPROVAL_ID=\"865ab726-c3b9-447e-86a9-65a6227516e6\" __NEW_LINE_db14ef76ca26af32__ echo \"=== 簽核 ===\" curl -s -X POST \"https://awoooi.wooo.work/api/v1/approvals/$APPROVAL_ID/sign\" -H \"Content-Type: application/json\" -d '{\"\"\"\"signer_id\"\"\"\":\"\"\"\"commander\"\"\"\",\"\"\"\"signer_name\"\"\"\":\"\"\"\"Commander\"\"\"\",\"\"\"\"comment\"\"\"\":\"\"\"\"Test resolution\"\"\"\"}')",
-      "Read(//Users/ogt/awoooi/**)",
-      "Bash(APPROVAL_ID=\"e9445e68-6c3e-4899-b507-3b9b7bcaf0a7\" __NEW_LINE_680ad94d4896e58a__ echo \"=== 簽核 ===\" curl -s -X POST \"https://awoooi.wooo.work/api/v1/approvals/$APPROVAL_ID/sign\" -H \"Content-Type: application/json\" -d '{\"\"\"\"signer_id\"\"\"\":\"\"\"\"commander\"\"\"\",\"\"\"\"signer_name\"\"\"\":\"\"\"\"Commander\"\"\"\",\"\"\"\"comment\"\"\"\":\"\"\"\"Final test\"\"\"\"}')",
-      "Bash(APPROVAL_ID=\"eb0afb4e-834b-4af7-9ae0-3c58232fdd99\" INCIDENT=\"INC-20260323-F05CD6\" __NEW_LINE_47f1c3803a64b43c__ echo \"=== 簽核前 Incident 狀態 ===\" curl -s \"https://awoooi.wooo.work/api/v1/incidents/$INCIDENT\")",
-      "Bash(mkdir -p /Users/ogt/awoooi/.claude/hooks)",
-      "Bash(/Users/ogt/awoooi/.claude/hooks/pre-commit-check.sh:*)",
-      "Bash(git -C /Users/ogt/awoooi status packages/lewooogo-core/)",
-      "Bash(git -C /Users/ogt/awoooi ls-files packages/lewooogo-core/src/)",
-      "Bash(git -C /Users/ogt/awoooi status --short)",
-      "Bash(git -C /Users/ogt/awoooi add apps/api/pyproject.toml apps/api/scripts/ apps/api/src/ apps/web/.eslintrc.js apps/web/src/ packages/lewooogo-core/.eslintrc.js)",
-      "Bash(git -C /Users/ogt/awoooi diff --cached --stat)",
-      "Bash(git -C:*)",
-      "Bash(for wf:*)",
-      "Bash(do)",
-      "Bash(done)",
-      "Bash(jq 'if type == \"\"\"\"array\"\"\"\" then .[0] | {incident_id, status, decision} else . end')",
-      "Bash(PYTHONPATH=. python -c \"from src.api.v1.stats import router; print\\(''✅ stats.py 載入成功，路由數:'', len\\(router.routes\\)\\)\")",
-      "Bash(PYTHONPATH=. pytest tests/ -v --tb=short)",
-      "Bash(PYTHONPATH=. pytest tests/test_stats_api.py -v --tb=short)",
-      "Bash(PYTHONPATH=. pytest tests/test_webhook_telegram_integration.py::TestNewAlertTelegramPush -v --tb=long)",
-      "Bash(PYTHONPATH=. pytest tests/test_webhook_telegram_integration.py::TestNewAlertTelegramPush -v --tb=short)",
-      "Bash(PYTHONPATH=. pytest tests/test_webhook_telegram_integration.py -v --tb=short)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get pods -n awoooi')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get ns awoooi && kubectl get all -n awoooi')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get ns | head -20')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get pods -n awoooi-prod')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl logs awoooi-worker-bb89b5ffc-bpf45 -n awoooi-prod --tail=50')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl logs awoooi-worker-bb89b5ffc-bpf45 -n awoooi-prod --tail=100 | grep -i telegram')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl logs awoooi-api-8c9489b6c-cm8g5 -n awoooi-prod --tail=50 | grep -i webhook')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl logs awoooi-api-8c9489b6c-cm8g5 -n awoooi-prod --tail=30')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get pods -n monitoring | grep alertmanager')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"kubectl get configmap alertmanager-config -n monitoring -o jsonpath=''{.data.alertmanager\\\\.yml}'' | head -50\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get svc -n awoooi-prod')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"kubectl patch configmap alertmanager-config -n monitoring --type merge -p ''{\"\"data\"\":{\"\"alertmanager.yml\"\":\"\"global:\\\\n  resolve_timeout: 5m\\\\n\\\\nroute:\\\\n  group_by: [\\\\\"\"alertname\\\\\"\", \\\\\"\"severity\\\\\"\"]\\\\n  group_wait: 30s\\\\n  group_interval: 5m\\\\n  repeat_interval: 4h\\\\n  receiver: \\\\\"\"awoooi-webhook\\\\\"\"\\\\n  routes:\\\\n    - match:\\\\n        severity: critical\\\\n      receiver: \\\\\"\"awoooi-webhook\\\\\"\"\\\\n      group_wait: 10s\\\\n      repeat_interval: 1h\\\\n    - match:\\\\n        severity: warning\\\\n      receiver: \\\\\"\"awoooi-webhook\\\\\"\"\\\\n      group_wait: 1m\\\\n      repeat_interval: 4h\\\\n\\\\nreceivers:\\\\n  - name: \\\\\"\"awoooi-webhook\\\\\"\"\\\\n    webhook_configs:\\\\n      - url: \\\\\"\"http://192.168.0.120:32334/api/v1/webhook/alertmanager\\\\\"\"\\\\n        send_resolved: true\\\\n\\\\ninhibit_rules:\\\\n  - source_match:\\\\n      severity: \\\\\"\"critical\\\\\"\"\\\\n    target_match:\\\\n      severity: \\\\\"\"warning\\\\\"\"\\\\n    equal: [\\\\\"\"alertname\\\\\"\", \\\\\"\"instance\\\\\"\"]\\\\n\"\"}}''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl rollout restart deployment/alertmanager -n monitoring && kubectl rollout status deployment/alertmanager -n monitoring')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"kubectl get configmap alertmanager-config -n monitoring -o jsonpath=''{.data.alertmanager\\\\.yml}'' | grep -A 3 ''url:''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get pods -n awoooi-prod -o jsonpath=\"\"{range .items[*]}{.metadata.name}{\\\\\"\" \\\\\"\"}{.spec.containers[*].image}{\\\\\"\"\\\\\\\\n\\\\\"\"}{end}\"\"')",
-      "Bash(git mv:*)",
-      "Bash(for file:*)",
-      "Bash(do echo:*)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no -o ConnectTimeout=10 wooo@192.168.0.120 \"echo ''Connected''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"kubectl get deployment -n awoooi-prod -o jsonpath=''{range .items[*]}{.metadata.name}{\"\" selector: \"\"}{.spec.selector.matchLabels}{\"\"\\\\n\"\"}{end}''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"kubectl delete deployment awoooi-api awoooi-web awoooi-worker -n awoooi-prod\")",
-      "WebFetch(domain:awoooi.wooo.work)",
-      "WebFetch(domain:api.awoooi.wooo.work)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get pods -n awoooi-prod -o wide')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get svc,ingress -n awoooi-prod')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl exec -n awoooi-prod deploy/awoooi-api -- curl -sf http://localhost:8000/api/v1/health 2>&1')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'curl -sf http://10.43.125.201:8000/api/v1/health 2>&1 || echo \"\"FAILED\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'sudo nginx -t 2>&1 && sudo cat /etc/nginx/sites-enabled/awoooi* 2>/dev/null || sudo cat /etc/nginx/conf.d/awoooi* 2>/dev/null || echo \"\"No awoooi nginx config found\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'cat /etc/nginx/sites-enabled/* 2>/dev/null | grep -A5 awoooi || cat /etc/nginx/conf.d/* 2>/dev/null | grep -A5 awoooi || ls -la /etc/nginx/ 2>/dev/null || echo \"\"No nginx on this host\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'ls /etc/nginx/sites-enabled/ 2>/dev/null && cat /etc/nginx/sites-enabled/*awoooi* 2>/dev/null || echo \"\"Checking conf.d...\"\" && ls /etc/nginx/conf.d/ 2>/dev/null')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'grep -l awoooi /etc/nginx/sites-enabled/* 2>/dev/null || grep -r \"\"awoooi\"\" /etc/nginx/sites-enabled/ 2>/dev/null | head -20')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'grep -r \"\"awoooi\\\\|32334\\\\|32335\"\" /etc/nginx/ 2>/dev/null | head -20')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S cp /tmp/awoooi-prod.conf /etc/nginx/conf.d/ && echo \"\"Config copied\"\" && sudo nginx -t 2>&1')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S ls -la /etc/nginx/ssl/ 2>/dev/null || echo \"\"No ssl dir\"\" && sudo ls -la /etc/letsencrypt/live/ 2>/dev/null | head -10')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S sed -i \"\"s|/etc/nginx/ssl/awoooi.crt|/etc/letsencrypt/live/awoooi.wooo.work/fullchain.pem|g\"\" /etc/nginx/conf.d/awoooi-prod.conf && sudo sed -i \"\"s|/etc/nginx/ssl/awoooi.key|/etc/letsencrypt/live/awoooi.wooo.work/privkey.pem|g\"\" /etc/nginx/conf.d/awoooi-prod.conf && echo \"\"Paths fixed\"\" && sudo nginx -t 2>&1')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S nginx -s reload && echo \"\"Nginx reloaded!\"\" && sleep 2')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'grep -r \"\"awoooi\"\" /etc/nginx/sites-enabled/ 2>/dev/null | head -5')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S grep -rl \"\"awoooi.wooo.work\"\" /etc/nginx/ 2>/dev/null')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'curl -sf http://192.168.0.121:32334/api/v1/health 2>&1 || echo \"\"FAILED to reach 121\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S rm /etc/nginx/conf.d/awoooi-prod.conf && sudo nginx -t && sudo nginx -s reload && echo \"\"Cleaned up duplicate config\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S tail -30 /var/log/nginx/error.log 2>/dev/null')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'grep -r \"\"api.awoooi\"\" /etc/nginx/ 2>/dev/null || echo \"\"No api.awoooi config found\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get configmap awoooi-config -n awoooi-prod -o yaml | grep -A5 NEXT_PUBLIC')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl get deployment awoooi-web -n awoooi-prod -o yaml | grep -A20 \"\"env:\"\" | head -25')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S tail -10 /var/log/nginx/access.log 2>/dev/null | grep awoooi')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S tail -5 /var/log/nginx/error.log 2>/dev/null')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S stat /etc/nginx/sites-available/awoooi.wooo.work.conf 2>/dev/null | grep -E \"\"Modify|Change|Birth\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl logs -n awoooi-prod -l app=awoooi-web --tail=30 2>/dev/null | grep -i \"\"api\\\\|error\\\\|fetch\"\" | head -20')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S tail -20 /var/log/nginx/access.log 2>/dev/null | grep -E \"\"awoooi.*api\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S tail -20 /var/log/nginx/awoooi-prod-access.log 2>/dev/null')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl exec -n awoooi-prod deploy/awoooi-web -- env | grep -i api')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl exec -n awoooi-prod deploy/awoooi-web -- sh -c \"\"grep -r \\\\\"\"NEXT_PUBLIC_API_URL\\\\|api.awoooi\\\\\"\" /app/.next/static/chunks/*.js 2>/dev/null | head -5 || grep -r \\\\\"\"awoooi.wooo.work\\\\\"\" /app/.next/static/chunks/*.js 2>/dev/null | head -3\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'kubectl exec -n awoooi-prod deploy/awoooi-web -- sh -c \"\"find /app/.next -name \\\\\"\"*.js\\\\\"\" -exec grep -l \\\\\"\"awoooi\\\\\"\" {} \\\\; 2>/dev/null | head -3\"\"')",
-      "Bash(./scripts/qa-zero-touch.sh)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S cat /etc/nginx/sites-available/awoooi.wooo.work.conf')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S cp /tmp/awoooi.wooo.work.conf /etc/nginx/sites-available/awoooi.wooo.work.conf && sudo nginx -t 2>&1')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'echo \"\"0936223270\"\" | sudo -S nginx -s reload && echo \"\"✅ Nginx reloaded with load balancing!\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'cd /opt && sudo ls -la sentry 2>/dev/null || echo \"\"Sentry 目錄不存在，需要建立\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'sudo mkdir -p /opt/sentry && sudo chown wooo:wooo /opt/sentry && cd /opt/sentry && git clone https://github.com/getsentry/self-hosted.git . 2>&1 | tail -5')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'echo \"\"0936223270\"\" | sudo -S mkdir -p /opt/sentry && echo \"\"0936223270\"\" | sudo -S chown wooo:wooo /opt/sentry && cd /opt/sentry && git clone https://github.com/getsentry/self-hosted.git . 2>&1 | tail -10')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'cd /opt/sentry && ls -la 2>&1 | head -20')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'cd /opt/sentry && git describe --tags 2>/dev/null || git rev-parse --short HEAD')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'cd /opt/sentry && ./install.sh --help 2>&1 | head -30 || echo \"\"No help available, checking script...\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'cd /opt/sentry && nohup ./install.sh --skip-user-creation --no-report-self-hosted-issues > /tmp/sentry-install.log 2>&1 &')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'tail -30 /tmp/sentry-install.log 2>/dev/null || echo \"\"日誌檔案尚未建立，等待中...\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'grep -E \"\"^\\\\▶|^Creating|^Starting|^Error|^✓|Pulling\"\" /tmp/sentry-install.log 2>/dev/null | tail -40')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'echo \"\"=== 日誌行數 ===\"\" && wc -l /tmp/sentry-install.log && echo \"\"\"\" && echo \"\"=== 最近進度 ===\"\" && tail -10 /tmp/sentry-install.log')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'echo \"\"=== 日誌行數 ===\"\" && wc -l /tmp/sentry-install.log && echo \"\"\"\" && echo \"\"=== 關鍵階段 ===\"\" && grep -E \"\"^▶|✓|Error|Creating|Starting\"\" /tmp/sentry-install.log | tail -20')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'echo \"\"=== 日誌行數 ===\"\" && wc -l /tmp/sentry-install.log && echo \"\"\"\" && echo \"\"=== 最近 20 行 ===\"\" && tail -20 /tmp/sentry-install.log')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'echo \"\"=== 日誌行數 ===\"\" && wc -l /tmp/sentry-install.log && echo \"\"\"\" && echo \"\"=== 關鍵階段 ===\"\" && grep -E \"\"^▶|✓|Error|Creating|Starting|Building|DONE\"\" /tmp/sentry-install.log | tail -30')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'echo \"\"=== 日誌行數 ===\"\" && wc -l /tmp/sentry-install.log && echo \"\"\"\" && echo \"\"=== 最近關鍵階段 ===\"\" && grep -E \"\"^▶|✓|Error|Creating|Starting|DONE|Completed|success\"\" /tmp/sentry-install.log | tail -25')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.110 'grep -E \"\"^▶|✓|Error|Completed|success|fail\"\" /tmp/sentry-install.log | tail -15')",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 KEYS incident:*)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cat /home/ollama/momo-pro/monitoring/alertmanager.yml 2>/dev/null || cat /etc/alertmanager/alertmanager.yml 2>/dev/null || echo ''Config not found''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot --tail 30 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker logs clawbot --tail 20 2>&1 | grep -iE ''telegram|send|alert|incident|error''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cat /home/ollama/clawbot-v5/.env | grep -E ''TELEGRAM|TG_'' | head -5\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cat /home/ollama/clawbot-v5/.env | grep -E ''REDIS|POSTGRES|DATABASE'' | head -5\")",
-      "Bash(ssh ollama@192.168.0.188 'curl -s \"\"http://localhost:9093/api/v2/alerts?active=true\"\" | python3 -c \"\"import sys,json; alerts=json.load\\(sys.stdin\\); print\\(f\\\\\"\"Active alerts: {len\\(alerts\\)}\\\\\"\"\\)\"\"')",
-      "Bash(ssh ollama@192.168.0.188 'curl -s \"\"http://localhost:9093/api/v2/alerts\"\" | python3 -c \"\"import sys,json; alerts=json.load\\(sys.stdin\\); print\\(f\\\\\"\"Total alerts: {len\\(alerts\\)}\\\\\"\"\\); [print\\(a[\\\\\"\"labels\\\\\"\"][\\\\\"\"alertname\\\\\"\"]\\) for a in alerts[:5]]\"\"')",
-      "Bash(ssh ollama@192.168.0.188 'redis-cli -p 6380 -n 0 GET incident:INC-20260324-36AF55 | python3 -c \"\"import sys,json; d=json.load\\(sys.stdin\\); print\\(f\\\\\"\"Status: {d.get\\(\\\\\"\"status\\\\\"\"\\)}\\\\\"\"\\); print\\(f\\\\\"\"message_id: {d.get\\(\\\\\"\"message_id\\\\\"\", \\\\\"\"NONE\\\\\"\"\\)}\\\\\"\"\\); print\\(f\\\\\"\"chat_id: {d.get\\(\\\\\"\"chat_id\\\\\"\", \\\\\"\"NONE\\\\\"\"\\)}\\\\\"\"\\)\"\"')",
-      "Bash(ssh ollama@192.168.0.188 'redis-cli -p 6380 -n 0 GET incident:INC-20260324-36AF55 | python3 -c \"\"import sys,json; d=json.load\\(sys.stdin\\); print\\(f\\\\\"\"status: {d.get\\('status'\\)}\\\\\"\"\\); print\\(f\\\\\"\"message_id: {d.get\\('message_id'\\)}\\\\\"\"\\); print\\(f\\\\\"\"created_at: {d.get\\('created_at'\\)}\\\\\"\"\\)\"\"')",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 0 KEYS *approval*)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 0 KEYS *incident*)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 0 KEYS *pending*)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 0 KEYS *)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/k3s-prod.yaml kubectl get pods -n awoooi-prod -o wide)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/k3s-prod.yaml kubectl get deployment awoooi-api -n awoooi-prod -o jsonpath='{.spec.template.spec.containers[0].image}')",
-      "Bash(kubectl --kubeconfig=/Users/ogt/awoooi/k3s-prod.yaml get deployment awoooi-api -n awoooi-prod -o jsonpath='{.spec.template.spec.containers[0].image}')",
-      "Bash(python3 -c \":*)",
-      "Bash(/tmp/awoooi-tg-secret.yaml:*)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/k3s-prod.yaml kubectl apply -f /tmp/awoooi-tg-secret.yaml)",
-      "Bash(for pod:*)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.188 \"curl -fsSL https://ollama.com/install.sh | sh\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no -o PreferredAuthentications=password wooo@192.168.0.188 \"echo connected && ollama --version\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no -o PreferredAuthentications=password ollama@192.168.0.188 \"curl -fsSL https://ollama.com/install.sh | sh\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S curl -fsSL https://ollama.com/install.sh | sudo -S sh\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"ollama --version\")",
-      "Bash(__NEW_LINE_95e9df111552805b__ echo:*)",
-      "Bash(sshpass -p '0936223270' scp /Users/ogt/awoooi/k8s/nginx/awoooi-prod.conf ollama@192.168.0.188:/tmp/awoooi-prod.conf)",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S cp /tmp/awoooi-prod.conf /etc/nginx/conf.d/awoooi-prod.conf && echo ''0936223270'' | sudo -S nginx -t 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S ls -la /etc/nginx/ssl/ 2>/dev/null || echo ''No ssl dir''; echo ''0936223270'' | sudo -S ls -la /etc/nginx/conf.d/ 2>/dev/null | head -10\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S grep -r ''ssl_certificate'' /etc/nginx/ 2>/dev/null | head -5\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S grep -A 20 ''server_name awoooi'' /etc/nginx/sites-enabled/all-sites.conf 2>/dev/null | head -30\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S ls -la /etc/nginx/sites-enabled/ 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S cat /etc/nginx/sites-available/awoooi.wooo.work.conf 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S rm /etc/nginx/conf.d/awoooi-prod.conf && echo ''0936223270'' | sudo -S nginx -t 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S nginx -s reload 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S systemctl reload nginx 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker logs openclaw 2>&1 | tail -30\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker ps -a --format ''table {{.Names}}\\\\t{{.Status}}\\\\t{{.Image}}'' 2>&1 | head -15\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -i telegram | tail -20\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker logs clawbot 2>&1 | tail -30\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker exec alertmanager cat /etc/alertmanager/alertmanager.yml 2>&1 | head -30\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"curl -sf ''http://localhost:9093/api/v1/alerts'' | jq ''.data | length'' 2>/dev/null || curl -sf ''http://localhost:9093/api/v2/alerts'' | jq ''length'' 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker exec alertmanager wget -qO- ''http://localhost:9093/api/v2/alerts'' 2>&1 | head -100\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"KUBECONFIG=/etc/rancher/k3s/k3s.yaml kubectl -n awoooi-prod logs -l app=awoooi-worker --tail=50 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"cat /home/ollama/alertmanager/alertmanager.yml 2>/dev/null || docker exec alertmanager cat /etc/alertmanager/alertmanager.yml\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker cp /tmp/alertmanager.yml alertmanager:/etc/alertmanager/alertmanager.yml && docker exec alertmanager amtool check-config /etc/alertmanager/alertmanager.yml && docker kill -s SIGHUP alertmanager\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker inspect alertmanager --format ''{{range .Mounts}}{{.Source}} -> {{.Destination}}{{println}}{{end}}''\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker exec alertmanager cat /etc/alertmanager/alertmanager.yml\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker restart alertmanager && sleep 3 && docker exec alertmanager cat /etc/alertmanager/alertmanager.yml\")",
-      "Bash(sshpass -p '0936223270' ssh ollama@192.168.0.188 \"docker logs clawbot 2>&1 | grep -i ''telegram\\\\|webhook\\\\|alert'' | tail -10\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=30 2>/dev/null | grep -E ''''POST|webhook|alertmanager|ManualTest''''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=30 2>/dev/null | grep -iE ''''POST|webhook''''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=50 2>/dev/null | grep -iE ''''POST.*webhook|alertmanager_webhook|NewFingerprint''''\")",
-      "Bash(kustomize build:*)",
-      "Bash(KUBECONFIG=~/.kube/config kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath='{.data}')",
-      "Bash(KUBECONFIG=/Users/ogt/.kube/config kubectl exec deploy/awoooi-api -n awoooi-prod -- env)",
-      "Bash(git checkout:*)",
-      "Bash(jq -r '.status // \"\"\"\"failed\"\"\"\"')",
-      "Bash(jq -r '.total // \"\"\"\"error\"\"\"\"')",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 10 XLEN awoooi:signals)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 10 XRANGE awoooi:signals - + COUNT 5)",
-      "Bash(SENTRY_TOKEN=\"2b73050606d2b32f54095b4e177f4842f2bfe69d4b17da25f6daa4739148a972\" curl -s \"http://192.168.0.110:9000/api/0/organizations/\" -H \"Authorization: Bearer $SENTRY_TOKEN\")",
-      "Bash(SENTRY_TOKEN=\"2b73050606d2b32f54095b4e177f4842f2bfe69d4b17da25f6daa4739148a972\" curl -s \"http://192.168.0.110:9000/api/0/organizations/sentry/projects/\" -H \"Authorization: Bearer $SENTRY_TOKEN\")",
-      "Bash(SENTRY_TOKEN=\"2b73050606d2b32f54095b4e177f4842f2bfe69d4b17da25f6daa4739148a972\" curl -s \"http://192.168.0.110:9000/api/0/projects/sentry/awoooi-api/rules/\" -H \"Authorization: Bearer $SENTRY_TOKEN\")",
-      "Bash(SENTRY_TOKEN=\"2b73050606d2b32f54095b4e177f4842f2bfe69d4b17da25f6daa4739148a972\" __NEW_LINE_583db0bbb6875db0__ echo \"=== Alert Rules ===\" curl -s \"http://192.168.0.110:9000/api/0/projects/sentry/awoooi-api/rules/\" -H \"Authorization: Bearer $SENTRY_TOKEN\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get nodes -o wide && echo ''---'' && kubectl top nodes 2>/dev/null || echo ''metrics-server not installed''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod -o wide && echo ''---'' && kubectl get pvc -n awoooi-prod 2>/dev/null && echo ''---'' && kubectl get sc 2>/dev/null && echo ''---'' && kubectl get deploy -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get ns && echo ''---'' && kubectl get svc -A | grep -E ''prometheus|grafana|metrics|signoz|longhorn|argocd'' || echo ''No monitoring/gitops services found''\")",
-      "Bash(ssh wooo@192.168.0.120 \"cat /etc/rancher/k3s/config.yaml 2>/dev/null || echo ''--- K3s default config \\(no custom config.yaml\\) ---'' && echo ''---'' && sudo k3s check-config 2>/dev/null | head -30 || echo ''check-config not available''\")",
-      "Bash(ssh wooo@192.168.0.120 \"free -h && echo ''---'' && swapon --show && echo ''---'' && df -h /var/lib/rancher/k3s\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n cnpg-system && echo ''---'' && kubectl get svc -n monitoring\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get all -n awoooi-prod -o wide 2>/dev/null && echo ''---QUOTA---'' && kubectl describe quota -n awoooi-prod 2>/dev/null && echo ''---EVENTS---'' && kubectl get events -n awoooi-prod --sort-by=''.lastTimestamp'' 2>/dev/null | tail -20\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get helmcharts -A 2>/dev/null || echo ''No HelmCharts'' && echo ''---'' && kubectl get helmreleases -A 2>/dev/null || echo ''No HelmReleases'' && echo ''---'' && kubectl api-resources | grep -E ''argo|flux|velero|longhorn'' || echo ''No GitOps/Backup CRDs''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get ds -A && echo ''---'' && kubectl get cm -n kube-system | grep -E ''traefik|coredns'' && echo ''---REGISTRIES---'' && sudo cat /etc/rancher/k3s/registries.yaml 2>/dev/null || echo ''No registries.yaml''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get ingress -A 2>/dev/null || echo ''No Ingress'' && echo ''---HPA---'' && kubectl get hpa -A 2>/dev/null || echo ''No HPA'' && echo ''---PDB---'' && kubectl get pdb -A 2>/dev/null || echo ''No PDB'' && echo ''---SYSCTL---'' && cat /proc/sys/net/core/somaxconn && cat /proc/sys/fs/file-max\")",
-      "Bash(ssh wooo@192.168.0.120 \"systemctl status k3s | head -20 && echo ''---K3S-VERSION---'' && k3s --version && echo ''---ETCD-STATUS---'' && sudo k3s etcd-snapshot list 2>/dev/null | head -5 || echo ''No etcd snapshots''\")",
-      "Bash(ssh wooo@192.168.0.121 \"free -h && swapon --show && echo ''---DISK---'' && df -h /var/lib/rancher/k3s 2>/dev/null\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo ls -la /var/lib/rancher/k3s/server/db/ 2>/dev/null && echo ''---TOKEN---'' && sudo cat /var/lib/rancher/k3s/server/token 2>/dev/null | head -1 | cut -c1-20\")",
-      "Bash(ssh -o ConnectTimeout=10 wooo@192.168.0.120 \"ps aux | grep k3s | grep -v grep | head -3 && echo ''---'' && sudo cat /etc/systemd/system/k3s.service 2>/dev/null | grep -E ''ExecStart|datastore''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"echo ''0936223270'' | sudo -S mkdir -p /backup/k3s_etcd 2>/dev/null && echo ''0936223270'' | sudo -S chown ollama:ollama /backup/k3s_etcd 2>/dev/null && echo ''=== 188 備份目錄 ==='' && ls -la /backup/\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"mkdir -p ~/.ssh && chmod 700 ~/.ssh && echo ''ssh-rsa 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 wooo@mon'' >> ~/.ssh/authorized_keys && chmod 600 ~/.ssh/authorized_keys && echo ''SSH key 已加入''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"echo ''ssh-rsa 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 root@mon'' >> ~/.ssh/authorized_keys && echo ''Root SSH key added''\")",
-      "Bash(grep -r \"\"\"zod\"\"\" /Users/ogt/awoooi/package.json /Users/ogt/awoooi/apps/*/package.json /Users/ogt/awoooi/packages/*/package.json)",
-      "Bash(__NEW_LINE_144503b060dfd3dd__ echo:*)",
-      "Bash(__NEW_LINE_ae2a22b14586d7aa__ echo:*)",
-      "Bash(__NEW_LINE_e17561a4e55f74d4__ echo:*)",
-      "Bash(ssh wooo@192.168.0.120 \"echo ''''0936223270'''' | sudo -S cat /etc/rancher/k3s/k3s.yaml 2>/dev/null | sed ''''s|https://127.0.0.1:6443|https://192.168.0.125:6443|g''''\")",
-      "Bash(KUBECONFIG=/tmp/kubeconfig-vip.yaml kubectl get nodes)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get rs -n awoooi-prod)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get pods -A --no-headers)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get jobs -A --no-headers)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get rs -n awoooi-prod --no-headers)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml delete job api-watchdog-29556380 -n wooo-aiops-uat)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get pods -n awoooi-prod)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get pods -A)",
-      "Bash(kubectl --kubeconfig=/tmp/kubeconfig-vip.yaml get svc -A)",
-      "Bash(PGPASSWORD=changeme psql -h 192.168.0.188 -U awoooi -d awoooi_prod -f /Users/ogt/awoooi/apps/api/scripts/migrate_phase18_audit_logs.sql)",
-      "Bash(PLAYWRIGHT_BASE_URL=http://192.168.0.125:32335 npx playwright test phase11-conversational.spec.ts --reporter=list)",
-      "Bash(PLAYWRIGHT_BASE_URL=http://192.168.0.125:32335 npx playwright test phase11-conversational.spec.ts --reporter=list --workers=1)",
-      "Bash(KUBECONFIG=~/.kube/config kubectl get nodes --server=https://192.168.0.125:6443 --insecure-skip-tls-verify)",
-      "Bash(source .venv/bin/activate)",
-      "Read(//etc/postgresql/14/main/**)",
-      "Bash(for port:*)",
-      "Bash(kubectl top:*)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl top pods -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -n awoooi-prod -o wide)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get svc -n awoooi-prod)",
-      "Bash(jq -r '.components | to_entries[] | \"\"\"\"\\\\\\(.key\\): \\\\\\(.value.status\\)\"\"\"\"')",
-      "Bash(tar -xzf velero-v1.13.0-darwin-arm64.tar.gz)",
-      "Bash(sudo mv:*)",
-      "Bash(velero version:*)",
-      "Bash(mkdir -p ~/bin)",
-      "Bash(mv velero-v1.13.0-darwin-arm64/velero ~/bin/)",
-      "Bash(~/bin/velero version:*)",
-      "Bash(k8s/velero/00-namespace.yaml:*)",
-      "Bash(k8s/velero/01-credentials.yaml:*)",
-      "Bash(k8s/velero/02-velero-install.yaml:*)",
-      "Bash(tar -xzf velero.tar.gz)",
-      "Bash(/tmp/velero-credentials:*)",
-      "Bash(__NEW_LINE_e85d95513fc16492__ ~/bin/velero install --provider aws --plugins velero/velero-plugin-for-aws:v1.9.0 --bucket velero-backups --secret-file /tmp/velero-credentials --backup-location-config region=minio,s3ForcePathStyle=true,s3Url=http://192.168.0.188:9000 --use-volume-snapshots=false --dry-run -o yaml)",
-      "Bash(__NEW_LINE_e85d95513fc16492__ head:*)",
-      "Bash(k8s/velero/README.md:*)",
-      "Bash(KUBECONFIG=/Users/ogt/.kube/config kubectl apply -f /Users/ogt/awoooi/k8s/velero/velero-install-full.yaml)",
-      "Bash(sshpass -p '09362233270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"whoami && hostname && cat /etc/sudoers.d/* 2>/dev/null | head -5 || echo ''no sudoers.d files''\")",
-      "Bash(sshpass -p '09362233270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"kubectl get nodes 2>&1 || echo ''kubectl failed, checking k3s kubeconfig...'' && ls -la /etc/rancher/k3s/k3s.yaml 2>&1\")",
-      "Bash(sshpass -p '09362233270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"sudo -l 2>&1 | head -20\")",
-      "Bash(sshpass -p '09362233270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''09362233270'' | sudo -S -l 2>&1\")",
-      "Bash(sshpass -p '09362233270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get nodes 2>&1\")",
-      "Bash(sshpass -p '0936223270' scp /Users/ogt/awoooi/k8s/velero/velero-install-full.yaml wooo@192.168.0.120:/tmp/velero-install-full.yaml)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''''0936223270'''' | sudo -S kubectl apply -f /tmp/velero-install-full.yaml 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get pods -n velero 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get backupstoragelocation -n velero 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl logs -n velero deploy/velero --tail=30 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl logs -n velero deploy/velero --tail=10 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get secret cloud-credentials -n velero -o jsonpath=''{.data.cloud}'' 2>&1 | base64 -d\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S curl -s http://192.168.0.188:9000/velero-backups/ 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl rollout restart deployment/velero -n velero 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get backups -n velero 2>&1\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl describe backup test-backup-20260328-2114 -n velero 2>&1 | tail -30\")",
-      "Bash(sshpass -p:*)",
-      "Read(//Users/ogt/awoooi/=== 測試 /approvals/**)",
-      "Bash(kubectl --kubeconfig=/Users/ogt/.kube/config get svc -n velero -o wide)",
-      "Bash(kubectl --kubeconfig=/Users/ogt/.kube/config get pods -n velero -o wide)",
-      "Bash(KUBECONFIG=/Users/ogt/.kube/config kubectl get svc -n velero)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'echo \"\"0936223270\"\" | sudo -S sh -c \"\"kubectl get pods -A | grep -E \\\\\"\"kube-state|state-metrics\\\\\"\"\"\"')",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'echo \"\"0936223270\"\" | sudo -S sh -c \"\"kubectl get ns | grep -E \\\\\"\"wooo|aiops|legacy|old\\\\\"\"\"\"')",
-      "Bash(KUBECONFIG=~/.kube/config kubectl get ns --no-headers)",
-      "WebFetch(domain:build.nvidia.com)",
-      "WebFetch(domain:ollama.com)",
-      "WebFetch(domain:docs.api.nvidia.com)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"curl -s ''http://admin:admin@localhost:3002/api/search?type=dash-db'' | python3 -c \"\"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''Dashboard 數量: {len\\(d\\)}''\\); [print\\(f\\\\\"\"  - {i[''title'']}\\\\\"\"\\) for i in d[:10]]\"\"\")",
-      "Bash(jq '.ai_provider // .data.ai_provider // \"\"\"\"not found\"\"\"\"')",
-      "Bash(KUBECONFIG=~/.kube/config kubectl logs -n awoooi-prod deployment/awoooi-api --tail=50)",
-      "Bash(export NVIDIA_API_KEY=\"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\")",
-      "Bash(curl -s -X POST \"https://integrate.api.nvidia.com/v1/chat/completions\" -H \"Content-Type: application/json\" -H \"Authorization: Bearer $NVIDIA_API_KEY\" -d '{:*)",
-      "Bash(/tmp/fix-network-policy.yaml:*)",
-      "Bash(__NEW_LINE_acde7a92ceae01f6__ scp:*)",
-      "Bash(curl -s -X POST https://awoooi.wooo.work/api/v1/webhooks/alertmanager -H 'Content-Type: application/json' -d '{:*)",
-      "Bash(ssh ollama@192.168.0.188 'curl -s \"\"http://localhost:9090/api/v1/targets\"\" 2>/dev/null | grep -o \"\"\\\\\"\"health\\\\\"\":\\\\\"\"[^\\\\\"\"]*\\\\\"\"\"\" | sort | uniq -c')",
-      "Bash(ssh ollama@192.168.0.188 'curl -s \"\"http://localhost:9090/api/v1/rules\"\" 2>/dev/null | grep -o \"\"\\\\\"\"name\\\\\"\":\\\\\"\"[^\\\\\"\"]*\\\\\"\"\"\" | sort | uniq')",
-      "Bash(ssh ollama@192.168.0.188 'curl -s \"\"http://localhost:9090/api/v1/targets\"\" 2>/dev/null | grep -o \"\"\\\\\"\"job\\\\\"\":\\\\\"\"[^\\\\\"\"]*\\\\\"\"\"\" | sort | uniq -c | sort -rn')",
-      "Bash(ssh ollama@192.168.0.188 'curl -s \"\"http://localhost:9090/api/v1/query?query=up\"\" 2>/dev/null | grep -o \"\"\\\\\"\"instance\\\\\"\":\\\\\"\"[^\\\\\"\"]*\\\\\"\"\"\" | sort | uniq')",
-      "Bash(for i:*)",
-      "Bash(do sleep:*)",
-      "Bash(kubectl patch:*)",
-      "Bash(ssh wooo@192.168.0.110 \"cat /tmp/runner_clean.log 2>/dev/null; echo ''---''; ps aux | grep ''Runner.Listener'' | grep -v grep | wc -l\")",
-      "Bash(KUBECONFIG=~/.kube/config kubectl logs -n awoooi-prod -l app=awoooi-api --tail=200)",
-      "Bash(/Users/ogt/awoooi/ops/monitoring/deploy-exporters.sh:*)",
-      "WebFetch(domain:github.com)",
-      "WebFetch(domain:docs.ollama.com)",
-      "Skill(telegram:configure)",
-      "Skill(telegram:configure:*)",
-      "Bash(USE_NEW_ENGINE=true pytest tests/test_incident*.py -v --tb=short -x)",
-      "Bash(USE_NEW_ENGINE=true pytest tests/test_approval_field_alignment.py tests/test_learning_service.py -v --tb=short)",
-      "Bash(/tmp/debug_approval.py:*)",
-      "Bash(/tmp/debug_approval2.py:*)",
-      "Bash(/tmp/bulk_sign.sh:*)",
-      "Bash(bash /tmp/bulk_sign.sh)",
-      "Bash(/tmp/check_deploy.py:*)",
-      "Bash(/tmp/check_buttons.py:*)",
-      "Bash(ssh ollama@192.168.0.188 \"docker logs openclaw --since=10s 2>&1 | grep -Ev ''\\(GET|POST\\) /health'' | tail -10 && echo ''---'' && docker exec openclaw env | grep OPENAI_API_KEY | cut -c1-30\")",
-      "Read(//Users/ogt/awoooi/https:/awoooi.wooo.work/_next/static/chunks/app/%5Blocale%5D/**)",
-      "Bash(find /Users/ogt/awoooi/apps/web -type f \\\\\\(-name *.spec.ts -o -name *.spec.tsx \\\\\\))",
-      "Bash(kubectl -n awoooi-prod get pods)",
-      "Bash(kubectl -n production get pods)",
-      "Bash(ssh -o StrictHostKeyChecking=no wooo@192.168.0.121 \"export KUBECONFIG=/etc/rancher/k3s/k3s.yaml && sudo kubectl get deployment awoooi-web -n awoooi-prod -o jsonpath=''{.spec.template.spec.containers[0].image}'' && echo '''' && sudo kubectl get pods -n awoooi-prod -l app=awoooi-web --no-headers\")",
-      "Bash(KUBECONFIG=/Users/ogt/.kube/config kubectl get pods -n awoooi-prod)",
-      "Bash(for run_id in 166 165)",
-      "mcp__plugin_playwright_playwright__browser_navigate",
-      "mcp__plugin_playwright_playwright__browser_take_screenshot",
-      "Bash(open \"http://192.168.0.110:3001/wooo/awoooi/actions\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs?limit=5\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs/166/jobs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs?limit=10\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runners\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/admin/runners\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs?limit=3\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs/169/jobs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/jobs/179/logs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" JOB_ID=180 curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/jobs/$JOB_ID/logs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs?limit=2\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" JOB_ID=181 curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/jobs/$JOB_ID/logs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs/172/jobs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/jobs/182/logs\" -H \"Authorization: token $TOKEN\")",
-      "Bash(TOKEN=\"REDACTED_GITEA_TOKEN\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs/178\" -H \"Authorization: token $TOKEN\")",
-      "mcp__plugin_playwright_playwright__browser_snapshot",
-      "mcp__plugin_playwright_playwright__browser_fill_form",
-      "mcp__plugin_playwright_playwright__browser_click",
-      "Bash(GITEA_TOKEN=\"e6c9fecb1f0148939493ae0fa30407d28c91279d\" curl -s \"http://192.168.0.110:3001/api/v1/repos/wooo/awoooi/actions/runs?limit=5\" -H \"Authorization: token $GITEA_TOKEN\")",
-<<<<<<< Updated upstream
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 /tmp/a4_smoke.py)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.repositories.aider_event_repository import AiderEventRepository; print\\('import OK'\\)\")",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_service.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_service.py -v --tb=short)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.services.aider_event_service import classify_severity, should_create_incident, build_signal_data; print\\('✓ All imports successful'\\)\")",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_service.py::test_build_signal_data_redacts_secrets_in_annotations -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_events_api.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_service.py tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_secret_redactor.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_processor.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_processor.py tests/test_aider_event_service.py tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_secret_redactor.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.workers.aider_event_processor import AiderEventProcessor, get_aider_event_processor, run_aider_event_processor_loop; print\\('✓ All imports successful'\\)\")",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_processor.py -v --tb=short)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_processor.py tests/test_aider_event_service.py tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_secret_redactor.py --tb=short)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_ai_router_feedback.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_service.py tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_secret_redactor.py tests/test_aider_event_processor.py tests/test_ai_router_feedback.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.services.ai_router import AIRouter; from src.db.base import get_session_factory; print\\('✓ Imports successful, no circular imports'\\)\")",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_ai_router_feedback.py tests/test_aider_event_service.py -v --tb=short)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.api.v1 import aider_events; from src.workers.aider_event_processor import run_aider_event_processor_loop; from src.core.config import settings; print\\('AIDER_WEBHOOK_SECRET' in settings.__fields__, 'USE_AIDER_FEEDBACK' in settings.__fields__\\)\")",
-      "Bash(AIDER_WEBHOOK_SECRET=testsecret /Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.main import app; print\\('app OK; title:', app.title\\)\")",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_action_parsing.py tests/test_aider_event_service.py tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_secret_redactor.py tests/test_aider_event_processor.py tests/test_ai_router_feedback.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_action_parsing.py tests/test_aider_event_service.py tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_secret_redactor.py tests/test_aider_event_processor.py tests/test_ai_router_feedback.py -q)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pip install -e .[dev] --quiet)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pip install -e '.[dev]' --quiet)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/ -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from aider_watch_client.aiderw import main as awmain; from aider_watch_client.cli import main as climain; print\\('✓ imports ok'\\)\")",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pip show aider-watch-client)",
-      "Bash(tailscale status *)",
-      "Bash(kubectl rollout *)",
-      "Bash(bash /Users/ogt/awoooi/scripts/aider_watch_client/scripts/install.sh)",
-      "Bash(git rebase *)",
-      "Bash(/opt/homebrew/bin/aiderw --message \"add docstring to hello function\" --exit)",
-      "Bash(kubectl -n awoooi-prod get pod -l app=awoooi-api -o jsonpath='{.items[0].metadata.name}')",
-      "Bash(kubectl -n awoooi-prod exec awoooi-api-7b9464c969-8ml88 -- python -c ' *)",
-      "Bash(kubectl -n awoooi-prod rollout restart deployment/awoooi-api)",
-      "Bash(kubectl -n awoooi-prod get pod -l app=awoooi-api --no-headers)",
-      "Bash(kubectl -n awoooi-prod rollout status deployment/awoooi-api --timeout=120s)",
-      "Bash(/opt/homebrew/bin/aider-watch flush *)",
-      "Bash(kubectl -n awoooi-prod get pod -l app=awoooi-api -o wide)",
-      "Bash(kubectl -n awoooi-prod rollout status deployment/awoooi-api --timeout=30s)",
-      "Bash(kubectl -n awoooi-prod exec awoooi-api-6657fb9cf7-47lcg -- python -c \"import src.services.telegram_gateway as tg; import inspect; lines = inspect.getsource\\(tg\\); idx = lines.find\\('response_body=e.response.text'\\); print\\('FOUND' if idx >= 0 else 'NOT FOUND'\\)\")",
-      "Read(//opt/gitea/**)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/ -q)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/unit/test_aider_event_service.py tests/unit/test_aider_model.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_events_api.py tests/test_aider_event_models.py tests/test_aider_event_service.py tests/test_aider_event_processor.py -v)",
-      "Bash(kubectl -n awoooi-prod get svc)",
-      "Bash(kubectl -n openclaw get pod)",
-      "Bash(kubectl -n awoooi-prod exec awoooi-api-7cd784c875-r4qkz -- python -c ' *)",
-      "Bash(kubectl -n awoooi-prod logs awoooi-api-7cd784c875-qt6j2 --since=10m)",
-      "Bash(kubectl -n awoooi-prod logs awoooi-api-7cd784c875-qt6j2 --since=15m)",
-      "Bash(kubectl -n awoooi-prod logs awoooi-api-7cd784c875-qt6j2 --since=20m)",
-      "Bash(kubectl -n awoooi-prod get secret awoooi-secrets -o yaml)",
-      "Bash(kubectl -n awoooi-prod logs awoooi-api-7cd784c875-qt6j2 --since=30m)",
-      "Bash(kubectl -n awoooi-prod logs awoooi-api-7cd784c875-qt6j2 --since=2h)",
-      "Bash(kubectl -n awoooi-prod logs awoooi-api-7cd784c875-qt6j2)",
-      "Bash(kubectl -n awoooi-prod get pod -l app=awoooi-api -o jsonpath='{range .items[*]}{.metadata.name} {.status.containerStatuses[0].imageID}{\"\\\\n\"}{end}')",
-      "Bash(kubectl -n awoooi-prod get ingress)",
-      "Bash(kubectl -n awoooi-prod get svc awoooi-api-svc)",
-      "Bash(kubectl -n awoooi-prod logs -l app=awoooi-api --since=60s --prefix)",
-      "Bash(kubectl -n awoooi-prod logs -l app=awoooi-api --since=5m --prefix)",
-      "Bash(kubectl -n awoooi-prod logs pod/awoooi-api-86bc79766d-dn5ll --since=5m)",
-      "Bash(kubectl -n awoooi-prod logs pod/awoooi-api-86bc79766d-dn5ll --since=10m)",
-      "Bash(kubectl -n awoooi-prod logs pod/awoooi-api-86bc79766d-dn5ll)",
-      "Bash(kubectl -n awoooi-prod logs -l app=awoooi-api --since=90s --prefix)",
-      "Bash(kubectl -n awoooi-prod logs pod/awoooi-api-86bc79766d-4x69p --since=5m)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 10 SCAN 0 MATCH \"playbook:PB-*\" COUNT 500)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 -n 10 DBSIZE)",
-      "Bash(wait)",
-      "Read(//Users/**)",
-      "Read(//Users/ooo/.claude/**)",
-      "Bash(mkdir -p /Users/ogt/awoooi/.claude/agents)",
-      "Bash(cp /Users/ogt/.claude/agents/*.md /Users/ogt/awoooi/.claude/agents/)",
-      "Bash(kubectl -n awoooi-prod logs --tail=400 -l app=awoooi-api --prefix=true)",
-      "Bash(kubectl -n awoooi-prod logs --tail=300 awoooi-api-65c69fd649-bxbwp)",
-      "Bash(kubectl -n awoooi-prod logs --tail=20000 -l app=awoooi-api --prefix=false --since=24h)",
-      "Bash(kubectl -n awoooi-prod logs --since=24h awoooi-api-65c69fd649-bxbwp)",
-      "Bash(kubectl -n awoooi-prod logs --since=24h -l app=awoooi-api --prefix=false)",
-      "Bash(kubectl -n awoooi-prod logs --since=24h awoooi-api-65c69fd649-fmbxd)",
-      "Bash(kubectl -n awoooi-prod logs --since=3h awoooi-api-65c69fd649-fmbxd)",
-      "Bash(kubectl -n awoooi-prod logs --since=3h awoooi-api-65c69fd649-bxbwp)",
-      "Bash(kubectl -n awoooi-prod logs -l app=awoooi-api --tail=30 --since=30m)",
-      "Bash(kubectl -n awoooi-prod get pods -o wide)",
-      "Bash(kubectl -n awoooi-prod get pods -l app=awoooi-api -o jsonpath='{.items[0].metadata.creationTimestamp}')",
-      "Bash(kubectl -n awoooi-prod logs -l app=awoooi-api --tail=5 --since=5m)",
-      "Bash(kubectl -n awoooi-prod describe pod -l app=awoooi-api)",
-      "Bash(kubectl -n awoooi-prod logs -l app=awoooi-api --tail=20 --since=10m)",
-      "Bash(kubectl -n awoooi-prod exec deployment/awoooi-api -- python3 -c ' *)",
-      "Bash(PGPASSWORD=\"\" psql -h 188.188.188.188 -U aiops -d aiops -c \"\\\\d timeline_events\")",
-      "Bash(kubectl -n awoooi-prod get deploy awoooi-api -o yaml)",
-      "Bash(PGPASSWORD=\"\" psql --version)",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- env)",
-      "Bash(kubectl -n awoooi-prod logs --tail=500 deploy/awoooi-api)",
-      "Bash(kubectl cp *)",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'curl -sG \"$PROMETHEUS_URL/api/v1/query\" --data-urlencode \"query=up\" 2>&1 | head -c 400')",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'for q in \"sum\\(rate\\(http_requests_total{status=~\\\\\"5..\\\\\"}[5m]\\)\\) / sum\\(rate\\(http_requests_total[5m]\\)\\)\" \"avg\\(rate\\(container_cpu_usage_seconds_total{namespace=\\\\\"awoooi-prod\\\\\",container=\\\\\"awoooi-api\\\\\"}[5m]\\)\\)\" \"pg_stat_activity_count{datname=\\\\\"awoooi\\\\\"}\" \"increase\\(kube_pod_container_status_restarts_total{namespace=\\\\\"awoooi-prod\\\\\"}[15m]\\)\"; do echo \"---- $q\"; curl -sG \"$PROMETHEUS_URL/api/v1/query\" --data-urlencode \"query=$q\" 2>&1 | head -c 250; echo; done')",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'PGPASSWORD=as0V1mohktaFbGIx3R0iCatbMJ6XxFDL psql -h 192.168.0.188 -U awoooi -d awoooi_prod -c \"SELECT metric_name, count\\(*\\), max\\(trained_at\\) FROM dynamic_baseline_record GROUP BY metric_name;\" 2>&1 | head -20')",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'PGPASSWORD=as0V1mohktaFbGIx3R0iCatbMJ6XxFDL psql -h 192.168.0.188 -U awoooi -d awoooi_prod -c \"SELECT count\\(*\\) as asset_count FROM asset_inventory; SELECT count\\(*\\) as coverage_count FROM asset_coverage_snapshot; SELECT count\\(*\\) as host_cap_count FROM host_capacity_snapshot; SELECT count\\(*\\) as compl_count FROM asset_compliance_snapshot; SELECT count\\(*\\) as rule_cat FROM alert_rule_catalog; SELECT count\\(*\\) as log_cluster FROM log_cluster_record;\" 2>&1')",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'python3 -c \" *)",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- python3 -c ' *)",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'for q in \"http_requests_total\" \"container_cpu_usage_seconds_total\" \"container_memory_usage_bytes\" \"kube_pod_container_status_restarts_total\" \"pg_stat_activity_count\" \"node_cpu_seconds_total\" \"node_load1\"; do echo -n \"$q => \"; curl -sG \"$PROMETHEUS_URL/api/v1/query\" --data-urlencode \"query=count\\($q\\)\" 2>&1 | head -c 180; echo; done')",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'curl -sG \"$PROMETHEUS_URL/api/v1/query\" --data-urlencode \"query=container_cpu_usage_seconds_total\" 2>&1 | python3 -c \"import json,sys; d=json.load\\(sys.stdin\\); rs=d[\\\\\"data\\\\\"][\\\\\"result\\\\\"][:3]; [print\\(r[\\\\\"metric\\\\\"]\\) for r in rs]; print\\(\\\\\"total series:\\\\\", len\\(d[\\\\\"data\\\\\"][\\\\\"result\\\\\"]\\)\\)\"')",
-      "Bash(kubectl -n awoooi-prod exec deploy/awoooi-api -- sh -c 'which kubectl 2>&1; kubectl version --client 2>&1 | head -3; kubectl -n awoooi-prod get deploy awoooi-api 2>&1 | head -3')",
-      "Bash(kubectl -n awoooi-prod logs --tail=2000 deploy/awoooi-api)",
-      "Bash(psql --version)",
-      "WebFetch(domain:core.telegram.org)",
-      "mcp__plugin_context7_context7__resolve-library-id",
-      "mcp__plugin_context7_context7__query-docs",
-      "WebFetch(domain:docs.claude.com)",
-      "Bash(git tag *)",
-      "Read(//usr/**)",
-      "Bash(psql -h 192.168.0.110 -U awoooi_user -d awoooi -c \"SELECT id, alertname, status, confidence, description, created_at FROM approval_records WHERE status='PENDING' AND DATE\\(created_at AT TIME ZONE 'Asia/Taipei'\\) = CURRENT_DATE AT TIME ZONE 'Asia/Taipei' ORDER BY created_at DESC LIMIT 10;\")",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o jsonpath='{.spec.template.spec.containers[0].image}')",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o jsonpath='{.spec.template.spec.containers[0].imagePullPolicy}{\"\\\\n\"}{.spec.template.metadata.labels}{\"\\\\n\"}')",
-      "Bash(kubectl kustomize *)",
-      "Bash(kubectl -n awoooi-prod rollout status deployment/awoooi-api --timeout=60s)",
-      "Bash(kubectl -n awoooi-prod get pods -l app=awoooi-api --no-headers)",
-      "Bash(kubectl -n awoooi-prod patch deployment awoooi-api -p '{\"spec\":{\"template\":{\"spec\":{\"containers\":[{\"name\":\"api\",\"image\":\"192.168.0.110:5000/awoooi/api:cbd28e29a08435deb8c66af51654d8fa65120a14\"}]}}}}')",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o jsonpath='{.spec.template.spec.containers[0].image}{\"\\\\n\"}')",
-      "Bash(kubectl -n awoooi-prod get pods -l app=awoooi-api -o jsonpath='{range .items[*]}{.metadata.name}{\"\\\\t\"}{.spec.containers[0].image}{\"\\\\n\"}{end}')",
-      "Bash(kubectl -n awoooi-prod get pdb awoooi-api-pdb -o jsonpath='{.spec.minAvailable}')",
-      "Bash(kubectl -n awoooi-prod get pods -l app=awoooi-api -o wide)",
-      "Bash(kubectl -n awoooi-prod describe rs -l app=awoooi-api)",
-      "Bash(kubectl -n awoooi-prod get events --sort-by='.lastTimestamp')",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o jsonpath='{.spec.replicas}{\"\\\\n\"}{.status.replicas}{\"\\\\n\"}{.status.readyReplicas}{\"\\\\n\"}{.status.updatedReplicas}{\"\\\\n\"}')",
-      "Bash(kubectl -n awoooi-prod get pods -l app=awoooi-api --sort-by=.metadata.creationTimestamp -o jsonpath='{range .items[*]}{.metadata.name}{\":\"}{.metadata.creationTimestamp}{\"\\\\n\"}{end}')",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o jsonpath='{.status.conditions[*]}')",
-      "Bash(kubectl -n awoooi-prod describe deployment awoooi-api)",
-      "Bash(kubectl -n awoooi-prod get rs -l app=awoooi-api -o jsonpath='{range .items[*]}{.metadata.name}{\":\"}{.spec.template.spec.containers[0].image}{\"\\\\n\"}{end}')",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o yaml)",
-      "Bash(kubectl -n awoooi-prod rollout status deployment/awoooi-api --timeout=180s)",
-      "Bash(kubectl -n awoooi-prod set image deployment/awoooi-api api=192.168.0.110:5000/awoooi/api:cbd28e29a08435deb8c66af51654d8fa65120a14 --record=false)",
-      "Bash(kubectl -n awoooi-prod get pods -l app=awoooi-api -o jsonpath='{range .items[*]}{.metadata.name}{\"\\\\t\"}{.spec.containers[0].image}{\"\\\\t\"}{.status.phase}{\"\\\\n\"}{end}')",
-      "Bash(kubectl -n awoooi-prod get deployment awoooi-api -o jsonpath='{.status.replicas}{\"\\\\t\"}{.status.readyReplicas}{\"\\\\t\"}{.status.updatedReplicas}')",
-      "Bash(bash /tmp/diagnostic.sh)",
-      "WebFetch(domain:docs.github.com)",
-      "WebFetch(domain:docs.sonarsource.com)",
-      "WebFetch(domain:gitea.com)",
-      "WebFetch(domain:docs.gitea.com)",
-      "WebFetch(domain:www.sonarsource.com)",
-      "WebFetch(domain:golangci-lint.run)",
-      "WebFetch(domain:www.uber.com)",
-      "Bash(bash scripts/ops/deploy-alerts.sh --dry-run)",
-      "Bash(bash scripts/ops/deploy-alerts.sh)",
-      "Bash(promtool check *)",
-      "WebFetch(domain:openrouter.ai)",
-      "WebFetch(domain:qwenlm.github.io)",
-      "WebFetch(domain:aclanthology.org)",
-      "WebFetch(domain:datanorth.ai)",
-      "WebFetch(domain:www.infoq.com)",
-      "WebFetch(domain:aws.amazon.com)",
-      "WebFetch(domain:artificialanalysis.ai)",
-      "WebFetch(domain:www.alibabacloud.com)",
-      "WebFetch(domain:docs.langchain.com)",
-      "WebFetch(domain:arxiv.org)",
-      "WebFetch(domain:blog.kilo.ai)",
-      "WebFetch(domain:www.siliconflow.com)",
-      "WebFetch(domain:aicompetence.org)",
-      "Bash(redis-cli -h 192.168.0.188 -p 6380 ping)",
-      "Bash(redis-cli ping *)"
-=======
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest apps/api/tests/test_aider_event_models.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_action_parsing.py -v --collect-only)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_action_parsing.py --collect-only)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -m pytest tests/test_aider_event_models.py tests/test_secret_redactor.py -v)",
-      "Bash(/Users/ogt/.pyenv/versions/3.11.7/bin/python3 -c \"from src.repositories.aider_event_repository import AiderEventRepository; print\\('import OK'\\)\")"
->>>>>>> Stashed changes
-    ],
-    "deny": [
-      "Bash(rm -rf *)",
-      "Bash(git push --force *)",
-      "Bash(git reset --hard *)",
-      "Bash(kubectl delete *)",
-      "Bash(docker rm -f *)"
-    ],
-    "additionalDirectories": [
-      "/Users/ogt/.claude/projects/-Users-ogt-awoooi/memory",
-      "/Users/ogt/awoooi/.claude/hooks",
-      "/Users/ogt/.claude/channels/telegram",
-<<<<<<< Updated upstream
-      "/Users/ogt",
-      "/Users/ogt/.claude",
-      "/Users/ogt/awoooi/apps/web/src/app/[locale]/aiops"
-    ]
-  },
-  "hooks": {
-    "PreToolUse": [
-      {
-        "matcher": "",
-        "hooks": [
-          {
-            "type": "command",
-            "command": "node $CLAUDE_PROJECT_DIR/.claude/hooks/awoooi-guard.js 2>/dev/null || true"
-          },
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/branch-protection.js"
-          },
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/commit-quality.js"
-          },
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/large-file-warner.js"
-          },
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/mcp-health.js"
-          }
-        ]
-      }
-    ],
-    "PostToolUse": [
-      {
-        "matcher": "",
-        "hooks": [
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/audit-log.js"
-          },
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/suggest-compact.js"
-          }
-        ]
-      }
-    ],
-    "Stop": [
-      {
-        "matcher": "",
-        "hooks": [
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/cost-tracker.js"
-          },
-          {
-            "type": "command",
-            "command": "node /Users/ogt/.claude/hooks/session-summary.js"
-          }
-        ]
-      }
-=======
-      "/Users/ogt/aider-watch"
->>>>>>> Stashed changes
-    ]
-  }
-}

.claude/settings.json.bak.20260323

@@ -1,827 +0,0 @@
-{
-  "permissions": {
-    "allow": [
-      "Bash(pnpm install:*)",
-      "Bash(npm --version)",
-      "Bash(npm install:*)",
-      "Bash(pnpm --version)",
-      "Bash(pnpm dev:*)",
-      "Bash(pnpm add:*)",
-      "Bash(ls -la /Users/ogt/awoooi/apps/web/next.config.*)",
-      "Bash(pkill -f \"next dev\")",
-      "Bash(curl -sL http://localhost:3000/zh-TW)",
-      "Bash(curl -s http://localhost:3000/zh-TW)",
-      "Bash(pnpm --filter web build)",
-      "Bash(curl -s http://localhost:3001/zh-TW)",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" http://localhost:3000/zh-TW)",
-      "Bash(kubectl apply:*)",
-      "Bash(chmod +x /Users/ogt/awoooi/deploy-infra.sh)",
-      "Bash(./deploy-infra.sh)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"mkdir -p /tmp/awoooi-k8s\")",
-      "Bash(sshpass -p '0936223270' scp -o StrictHostKeyChecking=no /Users/ogt/awoooi/k8s/awoooi-prod/01-namespace-quota.yaml /Users/ogt/awoooi/k8s/awoooi-prod/02-network-policy.yaml /Users/ogt/awoooi/k8s/awoooi-prod/04-configmap.yaml wooo@192.168.0.120:/tmp/awoooi-k8s/)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"sudo kubectl apply -f /tmp/awoooi-k8s/01-namespace-quota.yaml\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl apply -f /tmp/awoooi-k8s/01-namespace-quota.yaml 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl apply -f /tmp/awoooi-k8s/02-network-policy.yaml 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl apply -f /tmp/awoooi-k8s/04-configmap.yaml 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get ns awoooi-prod -o wide 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get networkpolicy -n awoooi-prod 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get resourcequota,limitrange,configmap -n awoooi-prod 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"rm -rf /tmp/awoooi-k8s\")",
-      "Bash(PYTHONPATH=. python -c \"from src.main import app; print\\(''Import OK''\\)\")",
-      "Bash(curl -s http://localhost:8000/api/v1/health/ready)",
-      "Bash(curl -s http://localhost:8000/api/v1/health/live)",
-      "Bash(curl -s http://localhost:8000/)",
-      "Bash(pkill -f \"uvicorn src.main:app\")",
-      "Bash(pkill -f \"node.*next\")",
-      "Bash(curl -s http://localhost:8000/api/v1/health)",
-      "Read(//Users/ogt/awoooi/apps/api/**)",
-      "Bash(pnpm typecheck:*)",
-      "Read(//Users/ogt/awoooi/apps/web/**)",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/dashboard/demo/spike/clear)",
-      "Read(//Users/ogt/awoooi/=== 驗證英文頁面 \\(/en/**)",
-      "Bash(jq \".devDependencies | keys | map\\(select\\(startswith\\(\"\"@playwright\"\"\\) or startswith\\(\"\"playwright\"\"\\)\\)\\)\")",
-      "Bash(npx playwright:*)",
-      "Bash(curl -s http://localhost:3000/zh-TW/demo -o /dev/null -w \"Frontend: HTTP %{http_code}\\\\n\")",
-      "Bash(__NEW_LINE_ef548029029cdfac__ echo:*)",
-      "Bash(curl -s http://localhost:8000/api/v1/health -o /dev/null -w \"Backend: HTTP %{http_code}\\\\n\")",
-      "Bash(echo '=== 已產出的截圖 ===' find /Users/ogt/awoooi/apps/web/test-results -name *.png)",
-      "Bash(echo '=== Playwright E2E 測試結果 ===' echo echo '📸 截圖證據 \\(test-results/screenshots/\\):' ls -la /Users/ogt/awoooi/apps/web/test-results/screenshots/ __NEW_LINE_db74e5f56e34db17__ echo echo '🎬 錄影證據 \\(.webm\\):' find /Users/ogt/awoooi/apps/web/test-results -name *.webm -exec ls -la {})",
-      "Bash(__NEW_LINE_db74e5f56e34db17__ echo:*)",
-      "Bash(source .venv/bin/activate)",
-      "Bash(python scripts/demo_multisig.py)",
-      "Bash(python -c \"from src.api.v1.approvals import router; print\\(''✅ Approvals router loaded:'', len\\(router.routes\\), ''routes''\\)\")",
-      "Bash(npx tsc:*)",
-      "Bash(chmod +x /Users/ogt/awoooi/scripts/demo-multisig-flow.sh)",
-      "Bash(python -c \"from src.main import app; print\\(''✅ API loads successfully''\\)\")",
-      "Bash(jq)",
-      "Bash(/Users/ogt/awoooi/scripts/demo-multisig-flow.sh)",
-      "Bash(curl -s -X POST \"http://localhost:8000/api/v1/approvals\" -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s http://localhost:8000/api/v1/openapi.json)",
-      "Bash(python -c \":*)",
-      "Bash(curl -s http://localhost:3000 -o /dev/null -w \"%{http_code}\")",
-      "Bash(lsof -ti:3000,3001,8000)",
-      "Bash(curl -s http://localhost:8000/health)",
-      "Bash(curl -s http://localhost:8000/api/v1/approvals/pending)",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" http://localhost:3001/zh-TW/demo)",
-      "Bash(ls -la test-results/*.png)",
-      "Bash(cp test-results/cpo102-*.png /Users/ogt/awoooi/docs/screenshots/)",
-      "Bash(ssh ogt@192.168.0.120 'cat /etc/rancher/k3s/k3s.yaml')",
-      "Bash(python -c \"from src.main import app; print\\(''✅ main.py imports OK''\\)\")",
-      "Bash(curl -s http://localhost:8000/api/v1/approvals/k8s-test)",
-      "Bash(sqlite3 awoooi.db \".tables\")",
-      "Bash(sshpass -p 0936223270 ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 'sudo cat /etc/rancher/k3s/k3s.yaml')",
-      "Bash(kubectl --kubeconfig=/Users/ogt/awoooi/apps/api/k3s-prod.yaml get deployments -n awoooi-prod)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get deployments -n awoooi-prod 2>/dev/null\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get deployments -A 2>/dev/null\")",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/approvals -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(APPROVAL_ID=\"b58a0d86-fa4e-43ca-881c-02e978cd7943\")",
-      "Bash(curl -s -X POST \"http://localhost:8000/api/v1/approvals/$APPROVAL_ID/sign\" -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT operation_type, target_resource, namespace, success, dry_run_passed, dry_run_message, error_message, execution_duration_ms, created_at FROM audit_logs ORDER BY created_at DESC LIMIT 1;\" -header -column)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S kubectl get pods -n monitoring -l app=grafana 2>/dev/null\")",
-      "Bash(curl -s http://192.168.0.188:11434/api/tags)",
-      "Bash(python -c \"from src.main import app; print\\(''✅ Compile OK''\\)\")",
-      "Bash(curl -s http://localhost:8000/api/v1/ai/status)",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/ai/analyze-and-propose -H \"Content-Type: application/json\" -d '{}')",
-      "Bash(curl -s -X POST http://192.168.0.188:11434/api/generate -H \"Content-Type: application/json\" -d '{\"\"\"\"model\"\"\"\":\"\"\"\"llama3.2:1b\"\"\"\",\"\"\"\"prompt\"\"\"\":\"\"\"\"Output only JSON: {\\\\\"\"\"\"action\\\\\"\"\"\":\\\\\"\"\"\"test\\\\\"\"\"\"}\"\"\"\",\"\"\"\"stream\"\"\"\":false,\"\"\"\"format\"\"\"\":\"\"\"\"json\"\"\"\"}' --max-time 30)",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/ai/analyze-and-propose -H \"Content-Type: application/json\" -d '{}' --max-time 60)",
-      "Bash(PROMPT='你是 ClawBot AI。分析以下監控數據，輸出純 JSON（無其他文字）。:*)",
-      "Bash(curl -s -X POST http://192.168.0.188:11434/api/generate -H \"Content-Type: application/json\" -d \"{\"\"model\"\":\"\"llama3.2:1b\"\",\"\"prompt\"\":\"\"$PROMPT\"\",\"\"stream\"\":false,\"\"format\"\":\"\"json\"\",\"\"options\"\":{\"\"num_predict\"\":256,\"\"temperature\"\":0.1}}\" --max-time 60)",
-      "Bash(curl -s -X POST http://192.168.0.188:11434/api/generate -H \"Content-Type: application/json\" -d '{\"\"\"\"model\"\"\"\":\"\"\"\"llama3.2:1b\"\"\"\",\"\"\"\"prompt\"\"\"\":\"\"\"\"Harbor service returning 404. Output JSON: {\\\\\"\"\"\"suggested_action\\\\\"\"\"\":\\\\\"\"\"\"RESTART_DEPLOYMENT\\\\\"\"\"\",\\\\\"\"\"\"target_resource\\\\\"\"\"\":\\\\\"\"\"\"harbor\\\\\"\"\"\",\\\\\"\"\"\"namespace\\\\\"\"\"\":\\\\\"\"\"\"default\\\\\"\"\"\",\\\\\"\"\"\"risk_level\\\\\"\"\"\":\\\\\"\"\"\"medium\\\\\"\"\"\",\\\\\"\"\"\"reasoning\\\\\"\"\"\":\\\\\"\"\"\"Service down\\\\\"\"\"\",\\\\\"\"\"\"confidence\\\\\"\"\"\":0.8,\\\\\"\"\"\"affected_services\\\\\"\"\"\":[]}\"\"\"\",\"\"\"\"stream\"\"\"\":false,\"\"\"\"format\"\"\"\":\"\"\"\"json\"\"\"\",\"\"\"\"options\"\"\"\":{\"\"\"\"num_predict\"\"\"\":128,\"\"\"\"temperature\"\"\"\":0.1}}' --max-time 30)",
-      "Bash(curl -v -X POST http://192.168.0.188:11434/api/generate -H \"Content-Type: application/json\" -d '{\"\"\"\"model\"\"\"\":\"\"\"\"llama3.2:1b\"\"\"\",\"\"\"\"prompt\"\"\"\":\"\"\"\"Say hello\"\"\"\",\"\"\"\"stream\"\"\"\":false}' --max-time 30)",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/ai/analyze-and-propose -H \"Content-Type: application/json\" -d '{}' --max-time 120)",
-      "Bash(curl -s http://localhost:8000/api/v1/ai/analyze-and-propose -X POST -H \"Content-Type: application/json\")",
-      "Bash(curl -s http://localhost:8000/api/v1/dashboard)",
-      "Bash(ls -la ~/Downloads/image*.png)",
-      "Bash(ls -la ~/Desktop/image*.png)",
-      "Bash(ls -la /Users/ogt/awoooi/apps/web/public/*.png)",
-      "WebFetch(domain:openclaw.ai)",
-      "Bash(ls -la /Users/ogt/Downloads/*.png)",
-      "Bash(ls -la /Users/ogt/.gemini/antigravity/brain/*/image*.png)",
-      "Bash(ls -lat /Users/ogt/Downloads/*.png)",
-      "Bash(curl -s http://localhost:8000/api/v1/approvals)",
-      "Bash(curl -s -X GET http://localhost:8000/api/v1/approvals/)",
-      "Bash(APPROVAL_ID=\"4989729e-e518-4e7e-8dff-5c3269e0c82b\")",
-      "Bash(curl -s -X POST \"http://localhost:8000/api/v1/approvals/$APPROVAL_ID/sign\" -H \"Content-Type: application/json\" -d '{\"\"\"\"signer_id\"\"\"\": \"\"\"\"ciso-001\"\"\"\", \"\"\"\"signer_name\"\"\"\": \"\"\"\"Demo CISO\"\"\"\", \"\"\"\"comment\"\"\"\": \"\"\"\"資安確認，核准執行\"\"\"\"}')",
-      "Bash(curl -s http://localhost:8000/api/v1/webhooks/health)",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/webhooks/alerts -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s http://localhost:3000)",
-      "Bash(ls -la apps/web/test-results/*.png)",
-      "Bash(curl -s http://localhost:3000/zh-TW/demo)",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" http://localhost:3333/zh-TW/demo)",
-      "Bash(curl -s http://localhost:8001/api/v1/approvals/pending)",
-      "Bash(curl -s -X POST http://localhost:8001/api/v1/approvals -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s http://localhost:8001/openapi.json)",
-      "Bash(curl -s http://localhost:8001/docs)",
-      "Bash(curl -s http://localhost:8001/api/v1/webhooks/grafana -X OPTIONS)",
-      "Bash(pnpm run:*)",
-      "Bash(node scripts/screenshot-rbac.mjs)",
-      "Bash(pnpm exec:*)",
-      "Bash(curl -s http://localhost:3333 -o /dev/null -w \"%{http_code}\")",
-      "Bash(curl -s http://localhost:3333/zh-TW/demo -o /dev/null -w \"%{http_code}\")",
-      "Bash(python3 -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''''Count: {d[count]}''''\\); [print\\(f''''- {a[id][:8]}... risk={a[risk_level]}''''\\) for a in d[''''approvals''''][:3]]\")",
-      "Bash(curl -s http://localhost:3000/zh-TW/demo -o /dev/null -w \"%{http_code}\")",
-      "Bash(python -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''''   Connected: {d[\"\"success\"\"]}''''\\); print\\(f''''   Namespaces: {d[\"\"namespaces\"\"][:3]}...''''\\)\" __NEW_LINE_57ae1c1c812968e7__ echo \"\" echo \"3. 資料庫持久化:\" sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT COUNT\\(*\\) as approvals FROM approval_records;\" sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT COUNT\\(*\\) as timeline FROM timeline_events;\" sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT COUNT\\(*\\) as audits FROM audit_logs;\")",
-      "Bash(head -2 __NEW_LINE_9bf9481fbdf30d4e__ echo \"\" echo \"2. 告警收斂跳過 LLM 日誌 \\(應該有 4 次\\):\" grep -c \"alert_converged_skip_llm\" /tmp/api-server.log)",
-      "Bash(python -m json.tool)",
-      "Bash(__NEW_LINE_7463bff94cecc20f__ echo:*)",
-      "Bash(__NEW_LINE_13846c8488c5fa9a__ echo:*)",
-      "Bash(__NEW_LINE_13846c8488c5fa9a__ ls:*)",
-      "Bash(python -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''''   Status: {d[\"\"status\"\"]}''''\\)\" __NEW_LINE_32366ca1bb050259__ echo \"\" echo \"2. 待簽核記錄 \\(含 hit_count\\):\" curl -s http://localhost:8000/api/v1/approvals/pending)",
-      "Read(//Users/ogt/awoooi/**)",
-      "Bash(curl -s http://localhost:8000/api/v1/timeline/events?limit=10)",
-      "Bash(curl -s http://localhost:8000/api/v1/timeline/events?limit=5)",
-      "Bash(ls -la /Users/ogt/awoooi/apps/api/*.txt /Users/ogt/awoooi/apps/api/*.toml)",
-      "Bash(ls -la /Users/ogt/awoooi/docker-compose*.yml)",
-      "Bash(ls /Users/ogt/awoooi/k8s/awoooi-prod/*rbac* /Users/ogt/awoooi/k8s/awoooi-prod/*service-account*)",
-      "Bash(kubectl kustomize:*)",
-      "Bash(docker compose:*)",
-      "Bash(docker info:*)",
-      "Bash(python3 -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(''''API Status:'''', d.get\\(''''status'''', ''''unknown''''\\)\\)\")",
-      "Bash(pkill -9 -f uvicorn)",
-      "Bash(lsof -ti:8000)",
-      "Bash(open -a Docker)",
-      "Bash(docker stop:*)",
-      "Bash(lsof -ti:3000)",
-      "Bash(docker start:*)",
-      "Bash(docker ps:*)",
-      "Bash(curl -s http://localhost:3000 -o /dev/null -w 'HTTP Status: %{http_code}\\\\n')",
-      "Bash(curl -I http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(curl -s http://localhost:8000/openapi.json)",
-      "Bash(curl -s http://localhost:8000/api/v1/dashboard/stream --max-time 3 -w \"\\\\n--- HTTP Status: %{http_code} ---\\\\n\")",
-      "Bash(curl -s http://localhost:8000/api/v1/dashboard/stream --max-time 3)",
-      "Bash(curl -s http://localhost:3000/zh-TW -o /dev/null -w \"HTTP Status: %{http_code}\\\\n\")",
-      "Bash(curl -s -D - http://localhost:8000/api/v1/dashboard/stream --max-time 2)",
-      "Bash(chmod +x /Users/ogt/awoooi/scripts/deploy-infra.sh)",
-      "Bash(./scripts/deploy-infra.sh)",
-      "Bash(pnpm --filter @awoooi/web build)",
-      "Bash(timeout 10 env MOCK_MODE=true OTEL_ENABLED=false uvicorn src.main:app --host 0.0.0.0 --port 8099)",
-      "Bash(timeout 8 pnpm --filter @awoooi/web dev)",
-      "Bash(git diff:*)",
-      "Bash(curl -s -I http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(timeout 3 curl -s -N http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(grep -n \"NEXT_PUBLIC\\\\|API_URL\\\\|localhost\" /Users/ogt/awoooi/apps/web/.env*)",
-      "Bash(timeout 2 curl -s -D - -N http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(curl -s http://localhost:3000/)",
-      "Bash(python -m py_compile scripts/fire_test_alert.py)",
-      "Bash(python -m scripts.fire_test_alert --help)",
-      "Bash(python -m scripts.fire_test_alert)",
-      "Bash(python -m scripts.fire_test_alert --type k8s_pod_crash)",
-      "Bash(timeout 3 curl -s -N -H \"Origin: http://localhost:3000\" http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(python -m scripts.fire_test_alert --type disk_full)",
-      "Bash(docker restart:*)",
-      "Bash(curl -s -w \"\\\\nHTTP_CODE: %{http_code}\\\\n\" http://localhost:3000)",
-      "Bash(docker exec:*)",
-      "Bash(docker rmi:*)",
-      "Bash(timeout 5 curl -s -N http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(curl -s http://localhost:3000 -w \"\\\\nHTTP: %{http_code}\\\\n\")",
-      "Bash(timeout 120 docker logs awoooi-api -f --since 1s)",
-      "Bash(curl -s -I -H \"Origin: http://localhost:3000\" http://localhost:8000/api/v1/dashboard/stream)",
-      "Bash(curl -s -X OPTIONS -H \"Origin: http://localhost:3000\" -H \"Access-Control-Request-Method: GET\" http://localhost:8000/api/v1/dashboard/stream -I)",
-      "Bash(node /Users/ogt/awoooi/scripts/verify-sse.js)",
-      "Bash(python -m scripts.fire_test_alert --type db_connection_timeout)",
-      "Bash(npm run:*)",
-      "Bash(docker-compose down:*)",
-      "Bash(docker-compose build:*)",
-      "Bash(docker-compose up:*)",
-      "Bash(pkill -f 'next dev')",
-      "Bash(node /Users/ogt/awoooi/scripts/test-approval-flow.js)",
-      "Bash(python -m scripts.fire_test_alert --type pod_crash)",
-      "Bash(node /Users/ogt/awoooi/scripts/test-k8s-executor.js)",
-      "Bash(kubectl cluster-info:*)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl cluster-info)",
-      "Bash(ls -la /Users/ogt/awoooi/apps/web/src/app/[locale]/)",
-      "Bash(python -c \"from src.api.v1 import audit_logs; print\\(''API module loads OK''\\)\")",
-      "Bash(curl -s http://localhost:3000/zh-TW/action-logs)",
-      "Bash(pnpm build:*)",
-      "Bash(curl -s http://localhost:8000/api/v1/audit-logs)",
-      "Bash(xargs -r kill -9 2)",
-      "Bash(/dev/null source:*)",
-      "Bash(python -c \"from opentelemetry.instrumentation.httpx import HTTPXClientInstrumentor; print\\(''''httpx ok''''\\)\")",
-      "Bash(sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT * FROM audit_logs ORDER BY created_at DESC LIMIT 5;\")",
-      "Bash(sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT name FROM sqlite_master WHERE type=''table'';\")",
-      "Bash(sqlite3 /Users/ogt/awoooi/apps/api/awoooi.db \"SELECT id, event_type, status, title, created_at FROM timeline_events ORDER BY created_at DESC LIMIT 5;\")",
-      "Bash(curl -s http://localhost:8000/api/v1/audit-logs/stats)",
-      "Bash(curl -s http://localhost:8000/api/v1/timeline?limit=10)",
-      "Bash(curl -s \"http://localhost:8000/api/v1/timeline\")",
-      "Bash(curl -s http://localhost:8000/api/v1/docs)",
-      "Bash(chmod +x /Users/ogt/awoooi/scripts/setup-guardrails.sh /Users/ogt/awoooi/scripts/ai_code_reviewer.py)",
-      "Bash(ls -la /Users/ogt/awoooi/apps/web/.eslintrc*)",
-      "Bash(ls -la scripts/*.py scripts/*.sh .pre-commit-config.yaml .secrets.baseline apps/web/.eslintrc.js)",
-      "Bash(python -m src.services.test_context_gatherer)",
-      "Bash(python -m pytest src/services/test_context_gatherer.py -v)",
-      "Bash(grep -r \"ClawBot\\\\|clawbot\\\\|CLAWBOT\" --include=*.py --include=*.ts --include=*.tsx apps/)",
-      "Bash(python scripts/e2e_openclaw_test.py)",
-      "Bash(python -m pytest tests/e2e_network_test.py -v --tb=short)",
-      "Bash(chmod +x /Users/ogt/awoooi/apps/api/scripts/apply_prometheus_config.sh /Users/ogt/awoooi/apps/api/scripts/fire_live_alert.py)",
-      "Bash(./scripts/apply_prometheus_config.sh)",
-      "Bash(python scripts/fire_live_alert.py oomkilled)",
-      "Bash(python scripts/fire_live_alert.py oomkilled --api-url http://localhost:8000)",
-      "Bash(python scripts/fire_live_alert.py highcpu --api-url http://localhost:8000)",
-      "Bash(python scripts/fire_live_alert.py podcrash --api-url http://localhost:8000)",
-      "Bash(python -m pytest tests/test_webhook_telegram_integration.py -v)",
-      "Bash(ls -la /Users/ogt/awoooi/apps/api/.env*)",
-      "Bash(ls -la /Users/ogt/wooo-aiops/.env*)",
-      "Bash(ls -la /Users/ogt/AIOps/.env*)",
-      "Bash(/Users/ogt/awoooi/apps/api/.env:*)",
-      "Bash(/tmp/deploy-188-home.sh:*)",
-      "Bash(chmod +x /tmp/deploy-188-home.sh)",
-      "Bash(scp /tmp/awoooi-api-deploy.tar.gz /tmp/deploy-188-home.sh ollama@192.168.0.188:/tmp/)",
-      "Bash(ssh ollama@192.168.0.188 \"bash /tmp/deploy-188-home.sh\")",
-      "Bash(ssh ollama@192.168.0.188 \"curl -s http://localhost:8000/api/v1/webhooks/health\")",
-      "Bash(ssh ollama@192.168.0.188 \"tail -50 /tmp/openclaw.log\")",
-      "Bash(ssh ollama@192.168.0.188 \"cd /home/ollama/awoooi-api && source .venv/bin/activate && pip install sqlalchemy aiosqlite -q && pip install httpx python-dotenv pydantic-settings -q\")",
-      "Bash(ssh ollama@192.168.0.188 \"cd /home/ollama/awoooi-api && pkill -f ''uvicorn src.main:app'' 2>/dev/null; sleep 1; source .venv/bin/activate && nohup uvicorn src.main:app --host 0.0.0.0 --port 8000 > /tmp/openclaw.log 2>&1 & sleep 3 && curl -s http://localhost:8000/api/v1/webhooks/health\")",
-      "Bash(ssh ollama@192.168.0.188:*)",
-      "Bash(pkill -f ngrok)",
-      "Bash(pkill -f \"ssh -fN.*8001\")",
-      "Bash(ssh -fN -L 8001:localhost:8000 ollama@192.168.0.188)",
-      "Bash(curl -s http://localhost:8001/api/v1/webhooks/health)",
-      "Bash(BOT_TOKEN=\"8569720657:AAHdvKf_P2ms-QKFTyqTLtLiqEggz8cpjMk\" curl -s \"https://api.telegram.org/bot$BOT_TOKEN/getWebhookInfo\")",
-      "Bash(curl -s https://api.telegram.org/bot$BOT_TOKEN/getWebhookInfo)",
-      "Bash(curl -s http://localhost:8001/api/v1/webhooks/)",
-      "Bash(curl -s http://localhost:8001/)",
-      "Bash(curl -s http://localhost:8001/api/v1/health)",
-      "Bash(scp /tmp/awoooi-api-v7.tar.gz ollama@192.168.0.188:/tmp/)",
-      "Bash(tar -czvf /tmp/awoooi-api-v7.1.tar.gz src/ requirements.txt pyproject.toml)",
-      "Bash(scp /tmp/awoooi-api-v7.1.tar.gz ollama@192.168.0.188:/tmp/)",
-      "Bash(ssh ollama@192.168.0.188 \"tail -10 /tmp/openclaw.log | grep -E ''''clickhouse|signoz_gold''''\")",
-      "Bash(ssh ogt@192.168.0.188 \"cd /home/ollama/awoooi-api && tail -50 nohup.out 2>/dev/null || journalctl -u awoooi-api --no-pager -n 50 2>/dev/null || echo ''請手動檢查日誌''\")",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8123/ -d \"SELECT 1 FORMAT JSONEachRow\")",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:11434/api/tags)",
-      "Bash(ssh -o StrictHostKeyChecking=no -o PasswordAuthentication=no -o BatchMode=yes -o ConnectTimeout=5 ollama@192.168.0.188 \"echo ok\")",
-      "Bash(ssh -o StrictHostKeyChecking=no -o PasswordAuthentication=no -o BatchMode=yes -o ConnectTimeout=5 wooo@192.168.0.188 \"echo ok\")",
-      "Bash(ssh -o StrictHostKeyChecking=no -o PasswordAuthentication=no -o BatchMode=yes -o ConnectTimeout=5 root@192.168.0.188 \"echo ok\")",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8001/health)",
-      "Bash(ssh root@192.168.0.188 \"cat /tmp/openclaw.log 2>/dev/null | tail -100 || echo ''Log file not found''\")",
-      "Bash(ssh -o StrictHostKeyChecking=no -o BatchMode=yes -o ConnectTimeout=5 ollama@192.168.0.188 \"echo ok\")",
-      "Bash(ssh -o StrictHostKeyChecking=no -o BatchMode=yes -o ConnectTimeout=5 wooo@192.168.0.188 \"echo ok\")",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/services/signoz_client.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/services/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/services/openclaw.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/services/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/services/telegram_gateway.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/services/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/api/v1/webhooks.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/api/v1/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/models/ai.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/models/)",
-      "Bash(ssh ollama@192.168.0.188 \"cd /home/ollama/awoooi-api && pkill -f ''''uvicorn src.main:app'''' && sleep 2 && nohup .venv/bin/python3 -m uvicorn src.main:app --host 0.0.0.0 --port 8000 > nohup.out 2>&1 &\")",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8000/health)",
-      "Bash(curl -s --connect-timeout 10 http://192.168.0.188:8000/health)",
-      "Bash(curl -s -X POST http://192.168.0.188:8000/api/v1/webhooks/alerts -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s -X POST http://192.168.0.188:8000/api/v1/webhooks/alerts -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"high_cpu\"\",\"\"severity\"\":\"\"critical\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"api-gateway\"\",\"\"namespace\"\":\"\"awoooi-prod\"\",\"\"message\"\":\"\"CPU 92% test\"\"}')",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8000/api/v1/webhooks/alerts -X POST -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"high_cpu\"\",\"\"severity\"\":\"\"critical\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"api-gateway\"\",\"\"namespace\"\":\"\"awoooi-prod\"\",\"\"message\"\":\"\"CPU 92% - 統帥全自主驗收 v2\"\"}')",
-      "Bash(curl -s --connect-timeout 30 --max-time 120 -X POST http://192.168.0.188:8000/api/v1/webhooks/alerts -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s --connect-timeout 30 --max-time 180 -X POST http://192.168.0.188:8000/api/v1/webhooks/alerts -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/webhooks/alerts -X POST -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"k8s_pod_crash\"\",\"\"severity\"\":\"\"critical\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"inventory-api\"\",\"\"namespace\"\":\"\"commerce\"\",\"\"message\"\":\"\"Pod crash - 統帥終極驗收\"\"}' --connect-timeout 30 --max-time 180)",
-      "Bash(ssh -o ConnectTimeout=10 ollama@192.168.0.188 \"echo OK && ps aux | grep uvicorn | grep -v grep | head -2\")",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/webhooks/alerts -X POST -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"ssl_expiry\"\",\"\"severity\"\":\"\"critical\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"nginx-ingress\"\",\"\"namespace\"\":\"\"ingress\"\",\"\"message\"\":\"\"SSL 即將過期 - 終極驗收\"\"}' --connect-timeout 30 --max-time 180)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/webhooks/alerts -X POST -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"db_connection_timeout\"\",\"\"severity\"\":\"\"critical\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"postgres-primary\"\",\"\"namespace\"\":\"\"database\"\",\"\"message\"\":\"\"DB 連線逾時 - SignOz 整合終極測試\"\"}' --connect-timeout 30 --max-time 180)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/webhooks/alerts -X POST -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"service_404\"\",\"\"severity\"\":\"\"critical\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"auth-service\"\",\"\"namespace\"\":\"\"identity\"\",\"\"message\"\":\"\"Service 404 - SignOz + Ollama 整合終極測試\"\"}' --connect-timeout 30 --max-time 180)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/webhooks/alerts -X POST -H \"Content-Type: application/json\" -d '{\"\"alert_type\"\":\"\"high_cpu\"\",\"\"severity\"\":\"\"warning\"\",\"\"source\"\":\"\"signoz\"\",\"\"target_resource\"\":\"\"recommendation-engine\"\",\"\"namespace\"\":\"\"ml\"\",\"\"message\"\":\"\"CPU 78% - Ollama 最終測試\"\"}' --connect-timeout 30 --max-time 200)",
-      "Bash(scp apps/api/src/services/openclaw.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/services/openclaw.py)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/core/http_client.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/core/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/main.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/core/config.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/core/)",
-      "Bash(scp /Users/ogt/awoooi/apps/api/src/api/v1/health.py ollama@192.168.0.188:/home/ollama/awoooi-api/src/api/v1/)",
-      "Bash(ssh -o ConnectTimeout=5 ollama@192.168.0.188 \"ps aux | grep uvicorn | grep -v grep\")",
-      "Bash(curl -s -H \"Origin: http://localhost:3000\" -H \"Access-Control-Request-Method: GET\" -X OPTIONS http://192.168.0.188:8000/api/v1/health -v)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/health)",
-      "Bash(curl -s -N --max-time 3 http://192.168.0.188:8000/api/v1/dashboard/stream)",
-      "Bash(curl -s http://localhost:3000/zh-TW -o /dev/null -w \"%{http_code}\")",
-      "Bash(open http://localhost:3000/zh-TW)",
-      "Bash(open http://localhost:3001/zh-TW)",
-      "Bash(curl -s -H \"Origin: http://localhost:3001\" http://192.168.0.188:8000/api/v1/dashboard/stream --max-time 3)",
-      "Bash(curl -s -I -H \"Origin: http://localhost:3001\" http://192.168.0.188:8000/api/v1/health)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/approvals/pending)",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/approvals)",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/approvals?status=pending_approval\")",
-      "Bash(xargs sed:*)",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/approvals/history?limit=5\")",
-      "Bash(curl -s http://192.168.0.188:8000/api/v1/approvals/approved)",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/timeline?limit=10\")",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/action-logs\")",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/timeline/events?limit=10\")",
-      "Bash(ssh ogt@192.168.0.188 \"kubectl get nodes\")",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/approvals/k8s-test\")",
-      "Bash(scp /Users/ogt/awoooi/apps/api/k3s-prod.yaml ogt@192.168.0.188:~/awoooi-api/k3s-prod.yaml)",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/timeline/events?limit=5\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.120 \"cat /etc/rancher/k3s/k3s.yaml\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no wooo@192.168.0.188 \"echo ''SSH OK'' && pwd\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"echo ''SSH OK'' && pwd && ls -la ~/awoooi-api/ 2>/dev/null || echo ''Directory not found''\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"sshpass -p ''0936223270'' scp -o StrictHostKeyChecking=no wooo@192.168.0.120:/etc/rancher/k3s/k3s.yaml ~/awoooi-api/k3s-prod.yaml && sed -i ''s/127.0.0.1/192.168.0.120/g'' ~/awoooi-api/k3s-prod.yaml && echo ''Kubeconfig deployed!'' && head -10 ~/awoooi-api/k3s-prod.yaml\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd ~/awoooi-api && pkill -f ''uvicorn'' 2>/dev/null; sleep 1; nohup .venv/bin/uvicorn src.main:app --host 0.0.0.0 --port 8000 --reload > nohup.out 2>&1 & sleep 3; echo ''=== API Restarted ==='' && tail -20 nohup.out\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 \"cd ~/awoooi-api && pkill -f ''uvicorn src.main'' || true\")",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/health\" --connect-timeout 5)",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no -o ConnectTimeout=10 ollama@192.168.0.188 \"cd ~/awoooi-api && source .venv/bin/activate && nohup uvicorn src.main:app --host 0.0.0.0 --port 8000 > nohup.out 2>&1 &\")",
-      "Bash(sshpass -p:*)",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/health\" --connect-timeout 10)",
-      "Bash(curl -s \"http://192.168.0.188:8000/api/v1/timeline/events?limit=8\")",
-      "Bash(curl -s http://localhost:3000/zh-TW -o /dev/null -w \"Frontend: HTTP %{http_code}\\\\n\")",
-      "Bash(sshpass -p '0936223270' ssh -o StrictHostKeyChecking=no ollama@192.168.0.188 'curl -s http://localhost:8000/api/v1/approvals/pending | jq -r \"\".approvals[] | \\\\\"\"ID: \\\\\\(.id\\) | Action: \\\\\\(.action\\)\\\\\"\"\"\"')",
-      "Bash(curl -s --connect-timeout 5 https://awoooi.wooo.tw/api/v1/health)",
-      "Bash(curl -s --connect-timeout 5 https://awoooi.wooo.tw/api/v1/approvals/pending)",
-      "Bash(ssh ollama@192.168.70.188 \"ps aux | grep uvicorn | grep -v grep | head -3\")",
-      "Bash(ssh -o ConnectTimeout=10 ollama@192.168.70.188 \"echo ''SSH Connected''\")",
-      "Bash(ping -c 2 -t 5 192.168.70.188)",
-      "Bash(curl -s --connect-timeout 10 https://awoooi.wooo.tw/api/v1/health)",
-      "Bash(ssh -o ConnectTimeout=10 ollama@192.168.0.188 \"echo ''SSH Connected to 188 Base''\")",
-      "Bash(grep -B 5 -A 30 \"async def add_signature\" /Users/ogt/awoooi/apps/api/src/services/*.py)",
-      "Bash(ssh ogt@192.168.0.188 \"cd /home/ogt/awoooi && docker compose ps\")",
-      "Bash(ls -la .env*)",
-      "Bash(.env:*)",
-      "Bash(timeout 15 python -m uvicorn src.main:app --host 0.0.0.0 --port 8001)",
-      "Bash(timeout 20 python -m uvicorn src.main:app --host 0.0.0.0 --port 8001)",
-      "Bash(timeout 25 python -m uvicorn src.main:app --host 0.0.0.0 --port 8001)",
-      "Bash(ssh -o ConnectTimeout=5 -o StrictHostKeyChecking=no ogt@192.168.0.188 \"cd /home/ogt/wooo-aiops && docker compose ps clawbot 2>/dev/null || docker ps | grep -i claw\")",
-      "Bash(ls -la ~/.ssh/*.pub)",
-      "Bash(ssh -i ~/.ssh/id_rsa -o ConnectTimeout=5 -o StrictHostKeyChecking=no -o PasswordAuthentication=no ogt@192.168.0.188 \"echo connected\")",
-      "Bash(curl -s \"https://api.telegram.org/bot8569720657:AAHdvKf_P2ms-QKFTyqTLtLiqEggz8cpjMk/logOut\")",
-      "Bash(curl -s \"https://api.telegram.org/bot8569720657:AAHdvKf_P2ms-QKFTyqTLtLiqEggz8cpjMk/close\")",
-      "Bash(curl -s \"https://api.telegram.org/bot8569720657:AAHdvKf_P2ms-QKFTyqTLtLiqEggz8cpjMk/getUpdates?timeout=3&limit=1\")",
-      "Bash(ping -c 1 192.168.0.188)",
-      "Bash(python -m tests.test_redis_multisig)",
-      "Bash(curl -v -X POST http://localhost:8000/api/v1/webhooks/signals -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(python3 -c \":*)",
-      "Bash(echo '  無法連線' __NEW_LINE_8fc87454f9798a7d__ echo echo [結論]: echo '  /signals 端點尚未部署到 .188' echo '  程式碼已完成，需要執行:' echo \"    cd apps/api && docker build -t awoooi-api . && docker-compose up -d\")",
-      "Bash(__NEW_LINE_dc88f37970737861__ cd:*)",
-      "Bash(__NEW_LINE_dc88f37970737861__ echo:*)",
-      "Read(//Users/**)",
-      "Bash(tail -20 __NEW_LINE_8b049957a9782734__ echo \"\" echo \"[Step 2] 等待容器啟動 \\(10 秒\\)...\" sleep 10 __NEW_LINE_8b049957a9782734__ echo \"\" echo \"[Step 3] 檢查容器狀態...\" docker compose ps)",
-      "Bash(tail -5 __NEW_LINE_275e0094e9dcb44a__ echo \"\" echo \"[1.2] 重建 API 容器 \\(含 Signal Worker\\)...\" docker compose build api)",
-      "Bash(1 __NEW_LINE_275e0094e9dcb44a__ echo \"\" echo \"[1.4] 等待服務就緒 \\(15 秒\\)...\" sleep 15 __NEW_LINE_275e0094e9dcb44a__ echo \"\" echo \"[1.5] 檢查容器狀態...\" docker compose ps)",
-      "Bash(__NEW_LINE_f4c8301ec5249760__ echo:*)",
-      "Bash(__NEW_LINE_21ba3cf3700d942d__ cd:*)",
-      "Bash(1 __NEW_LINE_9a14b79fc58c11ba__ echo \"\" echo \"[1.3] 等待服務就緒 \\(15 秒\\)...\" sleep 15 __NEW_LINE_9a14b79fc58c11ba__ echo \"\" echo \"[1.4] 檢查容器狀態...\" docker compose ps api)",
-      "Bash(1 __NEW_LINE_6b654ca5be87c137__ echo \"\" echo \"[2] 等待服務就緒 \\(15 秒\\)...\" sleep 15 __NEW_LINE_6b654ca5be87c137__ echo \"\" echo \"[3] 發送測試 Signal...\" curl -s -X POST http://localhost:8000/api/v1/webhooks/signals -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(__NEW_LINE_564908ddf866c081__ echo:*)",
-      "Bash(chmod +x /Users/ogt/awoooi/apps/api/scripts/test_phase63_aggregation.py)",
-      "Bash(python scripts/test_phase63_aggregation.py)",
-      "Bash(xargs -r docker exec -i awoooi-redis redis-cli DEL)",
-      "Bash(chmod +x /Users/ogt/awoooi/apps/api/scripts/test_race_condition.py)",
-      "Bash(python scripts/test_race_condition.py)",
-      "Bash(chmod +x /Users/ogt/awoooi/apps/api/scripts/test_phase64_proposal.py)",
-      "Bash(python scripts/test_phase64_proposal.py)",
-      "Bash(python agent.py --alert FINAL_PHASE_6_TEST)",
-      "Bash(AWOOOI_REDIS_URL=\"redis://localhost:6379/0\" python agent.py --alert FINAL_PHASE_6_TEST)",
-      "Bash(curl -s http://localhost:8000/api/v1/incidents)",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/incidents/INC-20260322-06085B/proposal)",
-      "Bash(grep -r \"mock\\\\|Mock\\\\|MOCK\\\\|fake\\\\|Fake\\\\|dummy\\\\|hardcode\" /Users/ogt/awoooi/apps/web/src --include=*.tsx --include=*.ts -l)",
-      "Bash(NEXT_PUBLIC_API_URL=http://localhost:8000 pnpm next build --no-lint)",
-      "Bash(grep -v \"Traceback\\\\|File \"\"/usr\\\\|^\\\\s*$\")",
-      "Bash(python -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''''Signal Count: {len\\(d[\"\"signals\"\"]\\)}''''\\); [print\\(f''''  - {s[\"\"alert_name\"\"]} \\({s[\"\"signal_id\"\"]}\\)''''\\) for s in d[''''signals'''']]\")",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" http://localhost:3003/zh-TW)",
-      "Bash(curl -s -X GET \"http://localhost:8000/api/v1/incidents\" -H \"Origin: http://localhost:3003\" -H \"Access-Control-Request-Method: GET\" -v)",
-      "Bash(grep -r TELEGRAM /Users/ogt/awoooi/apps/api/.env*)",
-      "Bash(grep -r TELEGRAM_BOT_TOKEN /Users/ogt/awoooi --include=*.env* --include=*.yaml --include=*.yml)",
-      "Bash(curl -s -I -X OPTIONS \"http://localhost:8000/api/v1/incidents\" -H \"Origin: http://localhost:3000\" -H \"Access-Control-Request-Method: GET\")",
-      "Bash(curl -s \"http://localhost:8000/api/v1/incidents\" -H \"Origin: http://localhost:3000\")",
-      "Bash(python /tmp/e2e_drill.py)",
-      "Bash(python -c \"import sys,json; d=json.load\\(sys.stdin\\); i=[x for x in d[''''incidents''''] if x[''''incident_id'''']==''''INC-20260322-06085B''''][0]; print\\(f\"\"Incident: {i[''''incident_id'''']}\"\"\\); print\\(f\"\"Signals: {i[''''signal_count'''']}\"\"\\); print\\(f\"\"Updated: {i[''''updated_at'''']}\"\"\\)\")",
-      "Bash(curl -s -X POST \"http://localhost:8000/api/v1/telegram/test\")",
-      "Bash(curl -s -X POST \"http://localhost:8000/api/v1/telegram/test-push\" -H \"Content-Type: application/json\" -d '{\"\"\"\"approval_id\"\"\"\": \"\"\"\"15ab6844-ca4e-4a13-aead-dc71cd342445\"\"\"\", \"\"\"\"risk_level\"\"\"\": \"\"\"\"critical\"\"\"\", \"\"\"\"resource_name\"\"\"\": \"\"\"\"api-gateway\"\"\"\", \"\"\"\"root_cause\"\"\"\": \"\"\"\"E2E DRILL - PodCrashLoopBackOff\"\"\"\", \"\"\"\"suggested_action\"\"\"\": \"\"\"\"RESTART_DEPLOYMENT\"\"\"\", \"\"\"\"estimated_downtime\"\"\"\": \"\"\"\"5-15 min\"\"\"\"}')",
-      "Bash(curl -s -o /dev/null -w \"HTTP Status: %{http_code}\\\\n\" http://localhost:3000/zh-TW)",
-      "Bash(curl -s -I \"http://localhost:8000/api/v1/incidents\" -H \"Origin: http://localhost:3000\")",
-      "Bash(curl -s -X POST http://localhost:8000/api/v1/incidents/INC-20260322-19DF60/proposal)",
-      "Bash(curl -s -X POST \"http://localhost:8000/api/v1/telegram/test-push\" -H \"Content-Type: application/json\" -d '{\"\"\"\"approval_id\"\"\"\": \"\"\"\"942e762e-fb97-480f-b21a-d3be67fa70b1\"\"\"\", \"\"\"\"risk_level\"\"\"\": \"\"\"\"critical\"\"\"\", \"\"\"\"resource_name\"\"\"\": \"\"\"\"core-system\"\"\"\", \"\"\"\"root_cause\"\"\"\": \"\"\"\"E2E DRILL TAKE 2 - 二次實彈演習\"\"\"\", \"\"\"\"suggested_action\"\"\"\": \"\"\"\"INVESTIGATE_SERVICE\"\"\"\", \"\"\"\"estimated_downtime\"\"\"\": \"\"\"\"5-15 min\"\"\"\"}')",
-      "Bash(curl -s \"http://localhost:8000/api/v1/incidents\" -H \"Origin: http://localhost:3000\" -H \"Accept: application/json\")",
-      "Bash(python -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''''Incidents: {d[\"\"count\"\"]}''''\\); [print\\(f''''  - {i[\"\"incident_id\"\"]} | {i[\"\"severity\"\"]} | {i[\"\"signal_count\"\"]} signals | {i[\"\"affected_services\"\"]}''''\\) for i in d[''''incidents'''']]\")",
-      "Bash(curl -s \"http://localhost:8000/api/v1/approvals/pending\" -H \"Origin: http://localhost:3000\")",
-      "Bash(python -c \"import sys,json; d=json.load\\(sys.stdin\\); print\\(f''''Pending: {d[\"\"count\"\"]} approvals''''\\); [print\\(f''''  - {a[\"\"id\"\"][:8]}... | {a[\"\"risk_level\"\"]} | {a[\"\"action\"\"][:30]}...''''\\) for a in d[''''approvals''''][:3]]\")",
-      "Bash(mkdir -p /Users/ogt/awoooi/apps/web/public/fonts)",
-      "Bash(curl -sL -o DSEG7Classic-Bold.woff2 \"https://cdn.jsdelivr.net/npm/dseg@0.46.0/fonts/DSEG7-Classic/DSEG7Classic-Bold.woff2\")",
-      "Bash(curl -sL -o DSEG7Classic-Bold.woff \"https://cdn.jsdelivr.net/npm/dseg@0.46.0/fonts/DSEG7-Classic/DSEG7Classic-Bold.woff\")",
-      "Bash(curl -sL -o DSEG7Classic-Regular.woff2 \"https://cdn.jsdelivr.net/npm/dseg@0.46.0/fonts/DSEG7-Classic/DSEG7Classic-Regular.woff2\")",
-      "Bash(curl -sL -o DSEG7Classic-Regular.woff \"https://cdn.jsdelivr.net/npm/dseg@0.46.0/fonts/DSEG7-Classic/DSEG7Classic-Regular.woff\")",
-      "Bash(pnpm next:*)",
-      "Bash(chmod +x /Users/ogt/awoooi/scripts/bootstrap_prod.sh)",
-      "Bash(/Users/ogt/awoooi/.env:*)",
-      "Bash(grep -E \"^\\\\.env$|03-secrets\\\\.yaml\" .gitignore)",
-      "Bash(echo 'Adding to .gitignore...' if ! grep -q ^.env$ .gitignore)",
-      "Bash(then echo:*)",
-      "Bash(git add:*)",
-      "Bash(git commit:*)",
-      "Bash(git push:*)",
-      "Bash(git remote:*)",
-      "Bash(gh repo:*)",
-      "Bash(gh api:*)",
-      "Bash(gh run:*)",
-      "Bash(ls -la pnpm-*.yaml package.json turbo.json)",
-      "Bash(git status:*)",
-      "Bash(gh workflow:*)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-77545758fc-xnncc -n awoooi-prod --tail=50\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-77545758fc-xnncc -n awoooi-prod 2>&1 | grep -i ''cors'' -A 5 -B 5\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-79948cbbbf-b8cgj -n awoooi-prod --tail=100\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod -l app=awoooi-api --sort-by=.metadata.creationTimestamp -o name | tail -1 | xargs kubectl logs -n awoooi-prod --tail=50\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath=''{.data.OPENCLAW_TG_USER_WHITELIST}'' | base64 -d\")",
-      "Bash(ssh wooo@192.168.0.120 'kubectl patch secret awoooi-secrets -n awoooi-prod --type='\"''\"'json'\"''\"' -p='\"''\"'[:*)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout restart deployment/awoooi-api -n awoooi-prod && kubectl rollout status deployment/awoooi-api -n awoooi-prod --timeout=120s\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout restart deployment/awoooi-worker -n awoooi-prod && kubectl rollout status deployment/awoooi-worker -n awoooi-prod --timeout=120s\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-747967b787-fcx2r -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.110 \"ps aux | grep -E ''actions-runner|Runner'' | grep -v grep\")",
-      "Bash(curl -sf http://192.168.0.120:32334/api/v1/health)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-fd795cd87-rdpgn -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -sf http://192.168.0.120:32334/api/v1/health | jq .status\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -sf http://192.168.0.120:32334/api/v1/health\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sf http://localhost:32334/api/v1/health\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get svc -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sf http://10.43.125.201:8000/api/v1/health\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sf http://10.43.105.105:3000/ -o /dev/null && echo ''Web OK''\")",
-      "Bash(ssh ogt@192.168.0.188 \"ls -la /etc/nginx/sites-available/\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=50\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-795c95ff76-wch2p -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod && ss -tlnp | grep 32334\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sf http://127.0.0.1:32334/api/v1/health | head -c 200\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo ufw status 2>/dev/null || sudo iptables -L INPUT -n | head -20\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -sf --connect-timeout 5 http://192.168.0.120:32334/api/v1/health | head -c 100\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -v --connect-timeout 5 http://192.168.0.120:32334/api/v1/health 2>&1 | head -30\")",
-      "Bash(ssh wooo@192.168.0.120 \"cat /etc/systemd/system/k3s.service 2>/dev/null | grep -i exec || ps aux | grep k3s | head -3\")",
-      "Bash(ssh wooo@192.168.0.120 \"cat /etc/systemd/system/k3s.service\")",
-      "Bash(ssh wooo@192.168.0.120 \"netstat -tlnp 2>/dev/null | grep 32334 || ss -tlnp | grep 32334\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -sf --connect-timeout 5 http://192.168.0.120:31234/health 2>&1 | head -c 100\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get networkpolicy -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get networkpolicy allow-nginx-ingress -n awoooi-prod -o yaml\")",
-      "Bash(curl -sk https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -sk -I -X OPTIONS https://awoooi.wooo.work/api/v1/health -H \"Origin: https://awoooi.wooo.work\" -H \"Access-Control-Request-Method: GET\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sI --connect-timeout 3 http://127.0.0.1:32334/api/v1/health 2>&1 | head -5\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sI --connect-timeout 3 http://127.0.0.1:32335/ 2>&1 | head -5\")",
-      "Bash(ssh wooo@192.168.0.121 \"curl -sI --connect-timeout 3 http://127.0.0.1:32334/api/v1/health 2>&1 | head -5\")",
-      "Bash(ssh wooo@192.168.0.121 \"curl -sI --connect-timeout 3 http://127.0.0.1:32335/ 2>&1 | head -5\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo iptables -t nat -L KUBE-NODEPORTS -n 2>/dev/null | head -20\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo netstat -tlnp | grep -E ''32334|32335''\")",
-      "Bash(ssh wooo@192.168.0.120 \"ss -tlnp 2>/dev/null | grep -E ''32334|32335'' || netstat -tln | grep -E ''32334|32335''\")",
-      "Bash(ssh wooo@192.168.0.120 \"ss -tln | grep -E ''32334|32335|:323''\")",
-      "Bash(ssh wooo@192.168.0.120 \"ss -tln\")",
-      "Bash(ssh wooo@192.168.0.120 \"export KUBECONFIG=/home/wooo/.kube/config-120; /home/wooo/bin/kubectl get svc -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.120 \"which kubectl || find /usr -name kubectl 2>/dev/null | head -1\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get svc -n awoooi-prod && kubectl get pods -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.120 \"export KUBECONFIG=/home/wooo/.kube/config-120 && kubectl logs awoooi-api-546b88465d-lb8zm -n awoooi-prod --tail 80\")",
-      "Bash(ssh wooo@192.168.0.120 \"KUBECONFIG=/home/wooo/.kube/config-120 kubectl logs awoooi-api-546b88465d-lb8zm -n awoooi-prod --tail 80 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"ls -la /home/wooo/.kube/ && cat /home/wooo/.kube/config-120 2>/dev/null | head -20 || cat /etc/rancher/k3s/k3s.yaml 2>/dev/null | head -20\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo cat /etc/rancher/k3s/k3s.yaml | head -20\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && kubectl logs awoooi-api-546b88465d-lb8zm -n awoooi-prod --tail 100 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"which kubectl 2>/dev/null || find /home/wooo -name kubectl 2>/dev/null | head -1 || ls -la /home/wooo/bin/\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl logs awoooi-api-546b88465d-lb8zm -n awoooi-prod --tail 100 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl describe pod awoooi-api-546b88465d-lb8zm -n awoooi-prod | tail -40\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get svc -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl exec -n awoooi-prod deploy/awoooi-api -- curl -sf http://localhost:8000/api/v1/health 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl exec -n awoooi-prod deploy/awoooi-api -- wget -qO- http://localhost:8000/api/v1/health 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl logs deployment/awoooi-api -n awoooi-prod --tail 20 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -sf http://192.168.0.120:32334/api/v1/health 2>&1 || echo ''FAILED to connect to 120:32334''\")",
-      "Bash(ssh wooo@192.168.0.110 \"curl -sf http://192.168.0.121:32334/api/v1/health 2>&1 || echo ''FAILED to connect to 121:32334''\")",
-      "Bash(ssh wooo@192.168.0.110 \"ssh wooo@192.168.0.120 ''cat /etc/rancher/k3s/k3s.yaml 2>/dev/null || echo No k3s.yaml''\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get pods -n awoooi-prod -o wide | grep Running\")",
-      "Bash(ssh -o ConnectTimeout=5 wooo@192.168.0.120 \"ufw status 2>/dev/null || firewall-cmd --state 2>/dev/null || echo ''No firewall command found''\")",
-      "Bash(ssh -o ConnectTimeout=5 wooo@192.168.0.121 \"ufw status 2>/dev/null || firewall-cmd --state 2>/dev/null || echo ''No firewall command found''\")",
-      "Bash(pip3 show:*)",
-      "Bash(docker build:*)",
-      "Bash(docker version:*)",
-      "Bash(docker run:*)",
-      "Bash(curl -vI -H \"Origin: https://awoooi.wooo.work\" http://localhost:8889/api/v1/health)",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get endpoints awoooi-api-svc -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get pods -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo -n ufw status 2>/dev/null || sudo -n iptables -L INPUT -n 2>/dev/null | head -20 || echo ''Need sudo for firewall check''\")",
-      "Bash(ssh wooo@192.168.0.120 \"ss -tln | grep -E ''32334|32335|:323'' || echo ''No NodePort listeners found''\")",
-      "Bash(ssh wooo@192.168.0.121 \"ss -tln | grep -E ''32334|32335|:323'' || echo ''No NodePort listeners found''\")",
-      "Bash(ssh wooo@192.168.0.120 \"ps aux | grep -E ''kube-proxy|k3s'' | grep -v grep | head -5\")",
-      "Bash(ssh wooo@192.168.0.120 \"cat /proc/sys/net/ipv4/ip_forward\")",
-      "Bash(ssh wooo@192.168.0.120 \"systemctl status k3s 2>/dev/null | head -15 || ps aux | grep ''k3s server'' | grep -v grep\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sf --connect-timeout 5 http://127.0.0.1:32334/api/v1/health 2>&1 || echo ''LOCALHOST NodePort FAILED''\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -sf --connect-timeout 5 http://192.168.0.120:32334/api/v1/health 2>&1 || echo ''EXTERNAL IP NodePort FAILED''\")",
-      "Bash(ssh wooo@192.168.0.120 \"cat /etc/iptables/rules.v4 2>/dev/null || iptables-save 2>/dev/null | grep -E ''DROP|REJECT|32334|32335'' | head -10 || echo ''Cannot read iptables without sudo''\")",
-      "Bash(ssh wooo@192.168.0.121 \"curl -sf --connect-timeout 5 http://192.168.0.120:32334/api/v1/health 2>&1 || echo ''Worker->Master NodePort FAILED''\")",
-      "Bash(ssh wooo@192.168.0.120 \"cat /etc/rancher/k3s/config.yaml 2>/dev/null || ls -la /etc/rancher/k3s/ 2>/dev/null || echo ''No K3s config found''\")",
-      "Bash(ssh wooo@192.168.0.120 \"netstat -an 2>/dev/null | grep 32334 || ss -an | grep 32334 || echo ''No socket found for 32334''\")",
-      "Bash(ssh wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S iptables -L INPUT -n 2>&1 | head -20\")",
-      "Bash(ssh wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S iptables -t nat -L KUBE-NODEPORTS -n 2>&1 | head -20\")",
-      "Bash(ssh wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S iptables -L KUBE-ROUTER-INPUT -n 2>&1 | head -30\")",
-      "Bash(ssh wooo@192.168.0.120 \"echo ''0936223270'' | sudo -S iptables -t nat -L KUBE-NODEPORTS -n 2>&1 | grep -i awoooi || echo ''NO AWOOOI RULES FOUND''\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get svc awoooi-api-svc -n awoooi-prod -o yaml | grep -A5 ''spec:''\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get networkpolicy -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl apply -f - 2>&1\")",
-      "Bash(curl -sf --connect-timeout 10 https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -skf --connect-timeout 10 https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -sI https://awoooi.wooo.work/)",
-      "Bash(curl -skI https://awoooi.wooo.work/)",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl logs deployment/awoooi-api -n awoooi-prod --tail 50 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl rollout restart deployment/awoooi-api -n awoooi-prod && /home/wooo/kubectl rollout status deployment/awoooi-api -n awoooi-prod --timeout=120s\")",
-      "Bash(curl -sf https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -skf https://awoooi.wooo.work/api/v1/health)",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl logs deployment/awoooi-api -n awoooi-prod --tail 40 2>&1\")",
-      "Bash(for i:*)",
-      "Bash(do curl:*)",
-      "Bash(echo \"Request $i sent\")",
-      "Bash(done)",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl logs deployment/awoooi-api -n awoooi-prod --tail 100 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl logs deployment/awoooi-api -n awoooi-prod --tail 30 2>&1\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get configmap awoooi-config -n awoooi-prod -o yaml | grep OTEL\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl exec deployment/awoooi-api -n awoooi-prod -- env | grep OTEL\")",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl exec deployment/awoooi-api -n awoooi-prod -- python -c \"\"import socket; s=socket.socket\\(\\); s.settimeout\\(5\\); s.connect\\(\\(''192.168.0.188'', 24317\\)\\); print\\(''✅ Connection to 24317 OK''\\); s.close\\(\\)\"\" 2>&1\")",
-      "Bash(curl -vI https://awoooi.wooo.work)",
-      "Bash(curl -vI https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -sf -X POST https://awoooi.wooo.work/api/v1/webhooks/signals -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(curl -s -X POST https://awoooi.wooo.work/api/v1/webhooks/signals -H \"Content-Type: application/json\" -d '{\"\"source\"\": \"\"prometheus\"\", \"\"severity\"\": \"\"P1\"\", \"\"message\"\": \"\"Test alert from CLI\"\"}')",
-      "Bash(curl -s -X POST https://awoooi.wooo.work/api/v1/webhooks/signals -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(ssh wooo@192.168.0.110 \"export KUBECONFIG=/home/wooo/.kube/config-120 && /home/wooo/kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath=''''{.data.WEBHOOK_HMAC_SECRET}'''' 2>/dev/null\")",
-      "Bash(timeout 15 curl -N -s https://awoooi.wooo.work/api/v1/dashboard/stream)",
-      "Bash(bash:*)",
-      "Bash(curl -s https://awoooi.wooo.work/api/v1/metrics/gold)",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT DISTINCT metric_name FROM signoz_metrics.distributed_samples_v4 WHERE unix_milli > \\(toUnixTimestamp\\(now\\(\\)\\) - 1800\\) * 1000 LIMIT 20 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT count\\(\\) as trace_count FROM signoz_traces.distributed_signoz_index_v2 WHERE timestamp > now\\(\\) - INTERVAL 30 MINUTE FORMAT TabSeparated\")",
-      "Bash(ssh wooo@192.168.0.120 \"KUBECONFIG=/home/wooo/.kube/config-120 /home/wooo/bin/kubectl get configmap awoooi-config -n awoooi-prod -o jsonpath=''{.data}'' | python3 -m json.tool 2>/dev/null | head -30\")",
-      "Bash(ssh wooo@192.168.0.120 \"KUBECONFIG=/home/wooo/.kube/config-120 /home/wooo/bin/kubectl logs deployment/awoooi-api -n awoooi-prod --tail 50 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"which kubectl || ls -la ~/bin/kubectl 2>/dev/null || ls -la /usr/local/bin/kubectl 2>/dev/null || echo ''kubectl not found''\")",
-      "Bash(ssh wooo@192.168.0.120 \"export KUBECONFIG=/home/wooo/.kube/config-120 && kubectl get configmap awoooi-config -n awoooi-prod -o jsonpath=''{.data}'' 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"ls -la ~/.kube/ 2>/dev/null; cat ~/.kube/config 2>/dev/null | head -20 || echo ''checking k3s default...''; sudo cat /etc/rancher/k3s/k3s.yaml 2>/dev/null | head -5 || echo ''no k3s config''\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo k3s kubectl get configmap awoooi-config -n awoooi-prod -o yaml 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"sudo k3s kubectl logs deployment/awoooi-api -n awoooi-prod --tail 100 2>&1\")",
-      "Bash(nc -zv 192.168.0.188 24317)",
-      "Bash(curl -s http://192.168.0.188:24318/v1/traces -X POST -H \"Content-Type: application/json\" -d '{}')",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT DISTINCT serviceName, count\\(\\) as cnt FROM signoz_traces.distributed_signoz_index_v2 WHERE timestamp > now\\(\\) - INTERVAL 24 HOUR GROUP BY serviceName ORDER BY cnt DESC LIMIT 20 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"DESCRIBE TABLE signoz_traces.distributed_signoz_index_v2 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT serviceName, count\\(\\) as cnt FROM signoz_traces.distributed_signoz_index_v2 WHERE timestamp > now\\(\\) - INTERVAL 5 MINUTE GROUP BY serviceName ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT serviceName, count\\(\\) as cnt FROM signoz_traces.distributed_signoz_index_v2 WHERE timestamp > now\\(\\) - INTERVAL 10 MINUTE GROUP BY serviceName ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT service_name, count\\(\\) as cnt FROM signoz_logs.distributed_logs WHERE timestamp > now\\(\\) - INTERVAL 30 MINUTE GROUP BY service_name ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SHOW TABLES FROM signoz_logs FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT count\\(\\) as total FROM signoz_logs.distributed_logs_v2 WHERE timestamp > now\\(\\) - INTERVAL 30 MINUTE FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT JSONExtractString\\(resources_string, ''service.name''\\) as svc, count\\(\\) as cnt FROM signoz_logs.distributed_logs_v2 WHERE timestamp > now\\(\\) - INTERVAL 5 MINUTE GROUP BY svc ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"DESCRIBE TABLE signoz_logs.distributed_logs_v2 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT resources_string[''service.name''] as svc, count\\(\\) as cnt FROM signoz_logs.distributed_logs_v2 WHERE timestamp > \\(toUnixTimestamp64Nano\\(now64\\(\\)\\) - 300000000000\\) GROUP BY svc ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT body, resources_string FROM signoz_logs.distributed_logs_v2 WHERE timestamp > \\(toUnixTimestamp64Nano\\(now64\\(\\)\\) - 60000000000\\) LIMIT 1 FORMAT JSONEachRow\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT serviceName, count\\(\\) as cnt FROM signoz_traces.distributed_signoz_index_v2 WHERE timestamp > now\\(\\) - INTERVAL 2 MINUTE GROUP BY serviceName ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT serviceName, name, timestamp FROM signoz_traces.distributed_signoz_index_v2 WHERE timestamp > now\\(\\) - INTERVAL 5 MINUTE ORDER BY timestamp DESC LIMIT 5 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT serviceName, name, formatDateTime\\(timestamp, ''%Y-%m-%d %H:%M:%S''\\) as ts FROM signoz_traces.distributed_signoz_index_v2 ORDER BY timestamp DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT count\\(\\) FROM signoz_traces.distributed_signoz_index_v2 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT count\\(\\) FROM signoz_traces.distributed_signoz_spans FORMAT TabSeparated\")",
-      "Bash(ssh wooo@192.168.0.188 \"docker ps | grep -E ''otel|signoz''\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT metric_name, sum\\(value\\) as total FROM signoz_metrics.distributed_samples_v4 WHERE metric_name LIKE ''otelcol%span%'' AND unix_milli > \\(toUnixTimestamp\\(now\\(\\)\\) - 300\\) * 1000 GROUP BY metric_name FORMAT TabSeparated\")",
-      "Bash(for t:*)",
-      "Bash(do)",
-      "Bash(echo -n \"$t: \")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT count\\(\\) FROM signoz_traces.$t FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"SELECT serviceName, count\\(\\) as cnt FROM signoz_traces.distributed_signoz_index_v3 WHERE timestamp > now\\(\\) - INTERVAL 10 MINUTE GROUP BY serviceName ORDER BY cnt DESC LIMIT 10 FORMAT TabSeparated\")",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \":*)",
-      "Bash(curl -s 'http://192.168.0.188:8123/' --data \"DESCRIBE TABLE signoz_traces.distributed_signoz_index_v3 FORMAT TabSeparated\")",
-      "Bash(AWOOOI_API_URL=https://awoooi.wooo.work WEBHOOK_HMAC_SECRET=\"CHANGE_ME_TO_RANDOM_64_CHARS\" python scripts/fire_live_alert.py oomkilled)",
-      "Bash(timeout 10 curl -sN https://awoooi.wooo.work/api/v1/dashboard/stream)",
-      "Bash(curl -s https://awoooi.wooo.work/api/v1/dashboard)",
-      "Bash(npm list:*)",
-      "Bash(node scripts/verify-frontend.js)",
-      "Bash(node /Users/ogt/awoooi/scripts/verify-frontend.js)",
-      "Bash(python -c \"from src.services.proposal_service import ProposalService; print\\(''''✅ ProposalService OK''''\\)\")",
-      "Bash(python -c \"from src.services.openclaw import OpenClawService; print\\(''''✅ OpenClawService OK''''\\)\")",
-      "Bash(curl -s http://192.168.0.120:32334/api/v1/incidents)",
-      "Bash(jq -r \".incidents[:2] | .[] | \"\"\\\\\\(.incident_id\\) - \\\\\\(.status\\) - \\\\\\(.severity\\)\"\"\")",
-      "Bash(curl -s -X POST \"http://192.168.0.120:32334/api/v1/incidents/INC-20260322-4B3152/propose\" -H \"Content-Type: application/json\")",
-      "Bash(kubectl logs:*)",
-      "Bash(ssh ogt@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail 30\")",
-      "Bash(curl -sv -X POST \"http://192.168.0.120:32334/api/v1/incidents/INC-20260322-4B3152/propose\" -H \"Content-Type: application/json\")",
-      "Bash(curl -s http://192.168.0.120:32334/api/v1/health)",
-      "Bash(curl -s \"http://192.168.0.120:32334/api/v1/incidents/INC-20260322-4B3152\")",
-      "Bash(curl -sv \"http://192.168.0.120:32334/api/v1/incidents\")",
-      "Bash(curl -s --retry 3 --retry-delay 2 \"http://192.168.0.120:32334/api/v1/health\")",
-      "Bash(curl -s --retry 3 --retry-delay 2 http://192.168.0.120:32334/api/v1/health)",
-      "Bash(do echo:*)",
-      "Bash(curl -s -X POST \"https://awoooi.wooo.work/api/v1/incidents/INC-20260322-4B3152/propose\" -H \"Content-Type: application/json\")",
-      "Bash(curl -s -X POST \"https://awoooi.wooo.work/api/v1/incidents/INC-20260322-4B3152/proposal\" -H \"Content-Type: application/json\")",
-      "Bash(curl -s -X POST \"https://awoooi.wooo.work/api/v1/incidents/INC-20260322-D6C6A0/proposal\" -H \"Content-Type: application/json\")",
-      "Bash(curl -s http://192.168.0.120:32334/api/v1/approvals/pending)",
-      "Bash(kubectl get:*)",
-      "Bash(curl -s -w \"\\\\nHTTP_CODE: %{http_code}\\\\n\" http://192.168.0.120:32334/api/v1/health)",
-      "Bash(curl -s http://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -s http://awoooi.wooo.work/api/v1/approvals/pending)",
-      "Bash(curl -sL https://awoooi.wooo.work/api/v1/approvals/pending -k)",
-      "Bash(ssh root@192.168.0.120 \"kubectl get pods -n awoooi-prod -o wide\")",
-      "Bash(ssh root@192.168.0.120 \"kubectl logs -n awoooi-prod -l app=awoooi-api --tail=30\")",
-      "Bash(curl -sL https://awoooi.wooo.work/api/v1/timeline -k)",
-      "Bash(curl -sL https://awoooi.wooo.work/api/v1/incidents -k)",
-      "Bash(curl -sL \"https://awoooi.wooo.work/api/v1/approvals?include_history=true\" -k)",
-      "Bash(curl -sL \"https://awoooi.wooo.work/api/v1/incidents/INC-20260322-4B3152\" -k)",
-      "Bash(curl -sL \"https://awoooi.wooo.work/api/v1/audit-logs?limit=10\" -k)",
-      "Bash(curl -sL https://awoooi.wooo.work/api/v1/audit-logs?limit=10 -k)",
-      "Bash(ssh ogt@192.168.0.120 \"kubectl logs -n awoooi-prod -l app=awoooi-api --tail=100\")",
-      "Bash(ssh ogt@192.168.0.120 \"kubectl logs -n awoooi-prod -l app=awoooi-web --tail=50\")",
-      "Bash(ssh ogt@192.168.0.188 \"kubectl --kubeconfig=/etc/rancher/k3s/k3s.yaml logs -n awoooi-prod -l app=awoooi-api --tail=100 2>/dev/null || docker logs awoooi-api --tail=100 2>/dev/null\")",
-      "Bash(curl -sL \"https://awoooi.wooo.work/api/v1/approvals/pending\" -k -w \"\\\\n\\\\nHTTP: %{http_code}\\\\nTime: %{time_total}s\\\\n\")",
-      "Bash(curl -sL -X POST https://awoooi.wooo.work/api/v1/approvals/182e07c1-118a-49d7-b71c-7d33c5484d9b/sign -H 'Content-Type: application/json' -d '{\"\"\"\"signer_id\"\"\"\": \"\"\"\"test-debug\"\"\"\", \"\"\"\"signer_name\"\"\"\": \"\"\"\"Debug Test\"\"\"\", \"\"\"\"comment\"\"\"\": \"\"\"\"Testing\"\"\"\"}' -k)",
-      "Bash(curl -s https://wwooo.aiops.tw/api/v1/health)",
-      "Bash(curl -s https://wwooo.aiops.tw/api/v1/incidents?limit=5)",
-      "Bash(curl -s https://wwooo.aiops.tw/api/v1/approvals/pending)",
-      "Bash(curl -v -s \"https://wwooo.aiops.tw/api/v1/health\")",
-      "Bash(curl -s \"https://wwooo.aiops.tw/\")",
-      "Bash(curl -s --connect-timeout 5 \"http://192.168.0.120:32334/api/v1/health\")",
-      "Bash(curl -s --connect-timeout 5 \"http://192.168.0.120:32334/api/v1/incidents?limit=5\")",
-      "Bash(ssh -o ConnectTimeout=5 wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-867f67f55d-kvdl2 -n awoooi-prod --tail=50\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod | grep -E ''NAME|worker''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod | grep worker\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-5bdc5699bb-kcv9q -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get networkpolicy -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod --show-labels | grep worker\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get networkpolicy allow-required-egress -n awoooi-prod -o yaml\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl patch networkpolicy allow-required-egress -n awoooi-prod --type=''json'' -p=''[{\"\"op\"\": \"\"replace\"\", \"\"path\"\": \"\"/spec/podSelector/matchLabels\"\", \"\"value\"\": {\"\"system\"\": \"\"awoooi\"\"}}]''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout restart deployment/awoooi-worker -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-5bdc5699bb-kcv9q -n awoooi-prod --tail=15\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=40\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod 2>&1 | grep -E ''signal_worker|redis_pool|INFO'' | tail -10\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s http://localhost:32334/api/v1/health\")",
-      "Bash(ssh wooo@192.168.0.120 'curl -s -X POST \"\"http://localhost:32334/api/v1/webhooks/signals\"\"   -H \"\"Content-Type: application/json\"\"   -d \"\"{:*)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod | grep -E ''NAME|worker|api''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod && echo ''==='' && kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s http://localhost:32334/api/v1/incidents?limit=5\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s http://localhost:32334/api/v1/approvals/pending\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod 2>&1 | head -50\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s http://localhost:32334/api/v1/health | jq ''.components''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get secret -n awoooi-prod -o name\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath=''{.data.WEBHOOK_HMAC_SECRET}'' | base64 -d\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=20 2>&1 | grep -E ''signal|incident|telegram|INFO''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s ''http://localhost:32334/api/v1/incidents?limit=5''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod 2>&1 | grep -iE ''telegram|notification|send'' | tail -10\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s ''http://localhost:32334/api/v1/approvals/pending''\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s ''http://localhost:32334/api/v1/incidents?limit=2'' && echo ''---'' && curl -s ''http://localhost:32334/api/v1/approvals/pending''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod | grep worker && echo ''---'' && kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-6b8cc94d9c-xjdwr -n awoooi-prod --tail=40\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get networkpolicy allow-required-egress -n awoooi-prod -o jsonpath=''{.spec.podSelector}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl patch networkpolicy allow-required-egress -n awoooi-prod --type=''json'' -p=''[{\"\"op\"\": \"\"replace\"\", \"\"path\"\": \"\"/spec/podSelector\"\", \"\"value\"\": {\"\"matchLabels\"\": {\"\"system\"\": \"\"awoooi\"\"}}}]''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl delete pod awoooi-worker-6b8cc94d9c-xjdwr -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-6b8cc94d9c-pmzj7 -n awoooi-prod --tail=30\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-6b8cc94d9c-pmzj7 -n awoooi-prod --tail=20\")",
-      "Bash(ls -la /Users/ogt/awoooi/apps/api/scripts/fire*.py)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=50\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s ''http://localhost:32334/api/v1/incidents?limit=3''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod 2>&1 | grep -iE ''proposal|approval|llm|ai|ollama|generate'' | tail -20\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get deployment awoooi-worker -n awoooi-prod -o jsonpath=''{.spec.template.spec.containers[0].envFrom}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get deployment awoooi-api -n awoooi-prod -o jsonpath=''{.spec.template.spec.containers[0].envFrom}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get configmap awoooi-config -n awoooi-prod -o jsonpath=''''{.data}''''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath=''{.data}'' | tr '','' ''\\\\n''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl exec deployment/awoooi-api -n awoooi-prod -- python -c ''import os; print\\(os.getenv\\(\"\"DATABASE_URL\"\", \"\"NOT SET\"\"\\)[:50]\\)''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-75ffbfb88b-2htfh -n awoooi-prod --tail=50\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl exec awoooi-api-6687db5564-rv755 -n awoooi-prod -- env | grep DATABASE\")",
-      "Bash(ssh wooo@192.168.0.120 \"PGPASSWORD=''CHANGE_ME'' psql -h 192.168.0.188 -U awoooi -d awoooi_prod -c ''SELECT 1'' 2>&1 || echo ''Connection failed''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod\")",
-      "Bash(curl -sv http://192.168.0.120:32334/api/v1/health)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-75ffbfb88b-2htfh -n awoooi-prod --tail=20 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-7fb7d5b55f-n48gk -n awoooi-prod --tail=20 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get rs -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl scale rs awoooi-api-75ffbfb88b -n awoooi-prod --replicas=0\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl scale rs awoooi-worker-7fb7d5b55f -n awoooi-prod --replicas=0\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=10\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get deploy -n awoooi-prod -o wide\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get deploy awoooi-api -n awoooi-prod -o jsonpath=''{.spec.replicas}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get deploy awoooi-worker -n awoooi-prod -o jsonpath=''{.spec.replicas}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout status deployment/awoooi-api -n awoooi-prod --timeout=5s\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout history deployment/awoooi-api -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout undo deployment/awoooi-api -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout undo deployment/awoooi-worker -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout status deployment/awoooi-api -n awoooi-prod --timeout=30s\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get rs awoooi-api-6687db5564 -n awoooi-prod -o jsonpath=''{.metadata.annotations.deployment\\\\.kubernetes\\\\.io/revision}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl delete pod awoooi-api-7f487f7cbb-5f88g -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout undo deployment/awoooi-api -n awoooi-prod --to-revision=46\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --tail=15\")",
-      "Bash(curl -s http://192.168.0.120:32334/api/v1/incidents?limit=3)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --since=2m\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --since=2m | grep -i webhook\")",
-      "Bash(curl -sv -X POST http://192.168.0.120:32334/api/v1/webhooks/alertmanager -H \"Content-Type: application/json\" -d '{:*)",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get endpoints -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"curl -s http://localhost:32334/api/v1/health | jq ''{status}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-worker -n awoooi-prod --since=30s\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-fc4744758-7wfv5 -n awoooi-prod --tail=30 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-worker-6fc548887b-b9mtf -n awoooi-prod --tail=30 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get configmap awoooi-config -n awoooi-prod -o yaml\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath=''''{.data}''''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pod awoooi-worker-6fc548887b-b9mtf -n awoooi-prod -o jsonpath=''{.metadata.labels}''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get networkpolicy -n awoooi-prod -o yaml\")",
-      "Bash(ssh wooo@192.168.0.120 'kubectl patch networkpolicy allow-required-egress -n awoooi-prod --type=json -p=\"\"[{\\\\\"\"op\\\\\"\": \\\\\"\"replace\\\\\"\", \\\\\"\"path\\\\\"\": \\\\\"\"/spec/podSelector/matchLabels\\\\\"\", \\\\\"\"value\\\\\"\": {\\\\\"\"system\\\\\"\": \\\\\"\"awoooi\\\\\"\"}}]\"\"')",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout restart deployment/awoooi-api deployment/awoooi-worker -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs awoooi-api-6c69b77894-d6jqq -n awoooi-prod --tail=20\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl run nc-test --rm -it --restart=Never --image=busybox -- nc -zv 192.168.0.188 5432\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get pods -n awoooi-prod -o=custom-columns=''NAME:.metadata.name,IMAGE:.spec.containers[0].image''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl exec awoooi-api-6687db5564-rv755 -n awoooi-prod -- ls -la *.db 2>/dev/null || echo ''No SQLite files''\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl exec awoooi-api-6687db5564-rv755 -n awoooi-prod -- env | grep -E ''MOCK|DATABASE|SQLITE''\")",
-      "Bash(curl -s \"http://192.168.0.120:32334/api/v1/approvals\")",
-      "Bash(python -m py_compile src/lewooogo_brain/engines/incident_engine.py src/lewooogo_brain/engines/proposal_engine.py src/lewooogo_brain/skills/loader.py)",
-      "Bash(python packages/lewooogo-brain/tests/test_skill_loader.py)",
-      "Bash(python packages/lewooogo-brain/tests/test_incident_engine.py)",
-      "Bash(python packages/lewooogo-brain/tests/test_guardrails.py)",
-      "Bash(python -m py_compile src/lewooogo_brain/engines/proposal_engine.py src/lewooogo_brain/engines/incident_engine.py src/lewooogo_brain/skills/loader.py)",
-      "Bash(PYTHONPATH=/Users/ogt/awoooi/packages/lewooogo-brain/src python -c \":*)",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8000/api/v1/health)",
-      "Bash(curl -s \"https://awoooi.wooo.work/api/v1/approvals/pending\")",
-      "Bash(curl -s \"https://awoooi.wooo.work/api/v1/approvals?status=pending\")",
-      "Bash(curl -s \"https://awoooi.wooo.work/api/v1/incidents\")",
-      "Bash(uv sync:*)",
-      "Bash(python -c \"from src.routers.proposals import router; print\\(''✅ Router 語法驗證通過''\\)\")",
-      "Bash(curl -s -X GET \"https://awoooi.wooo.work/api/v1/health\" --connect-timeout 10)",
-      "Bash(curl -s -X GET \"https://awoooi.wooo.work/api/v1/incidents\" --connect-timeout 10)",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" \"https://awoooi.wooo.work\" --connect-timeout 10)",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" -L \"https://awoooi.wooo.work\" --connect-timeout 10)",
-      "Bash(curl -s -X POST \"https://awoooi.wooo.work/api/v1/incidents/test-123/propose\" -H \"Content-Type: application/json\" -d '{\"\"require_dry_run\"\": true}' --connect-timeout 10)",
-      "Bash(ssh -o ConnectTimeout=5 -o StrictHostKeyChecking=no ollama@192.168.0.120 \"kubectl get pods -n awoooi-prod -o wide\")",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs awoooi-api-64c8659cff-grslz -n awoooi-prod --tail=50)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath='{.data.DATABASE_URL}')",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl rollout restart deployment/awoooi-api -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -n awoooi-prod -l app=awoooi-api)",
-      "Bash(curl -s \"https://awoooi.wooo.work/api/v1/health\" --connect-timeout 10)",
-      "Bash(curl -s -o /dev/null -w \"%{http_code}\" -L \"https://awoooi.wooo.work/zh-TW\" --connect-timeout 10)",
-      "Bash(python -c \"from src.routers.proposals import router; print\\(''✅ Router import successful''\\)\")",
-      "Bash(PGPASSWORD=postgres psql -h 192.168.0.188 -U awoooi -d awoooi_dev -c \"SELECT incident_id, status, severity FROM incidents LIMIT 5;\")",
-      "Bash(PGPASSWORD=AwoooiProd2026 psql -h 192.168.0.188 -U awoooi -d awoooi_prod -c \"SELECT incident_id, status, severity FROM incidents LIMIT 5;\")",
-      "Bash(curl -sf http://192.168.0.120:32334/api/v1/incidents)",
-      "Bash(curl -v \"http://192.168.0.120:32334/api/v1/incidents\")",
-      "Bash(export KUBECONFIG=/Users/ogt/.kube/config-120)",
-      "Bash(curl -sI \"http://awoooi.wooo.work/\")",
-      "Bash(openssl s_client -servername awoooi.wooo.work -connect awoooi.wooo.work:443)",
-      "Bash(openssl x509:*)",
-      "Bash(curl -s -X POST \"http://192.168.0.120:32334/api/v1/incidents/INC-20260323-7DE10B/propose\" -H \"Content-Type: application/json\" -d '{\"\"\"\"require_dry_run\"\"\"\": true}')",
-      "Bash(python -c \"from src.services.executor import execute_approved_proposal, get_executor, ActionExecutor; print\\(''✅ Import successful''\\)\")",
-      "Bash(curl -s https://awoooi.woooo.cc/api/v1/incidents)",
-      "Bash(curl -s https://awoooi.woooo.cc/api/v1/health)",
-      "Bash(curl -s --connect-timeout 10 https://awoooi.woooo.cc/api/v1/health)",
-      "Bash(ssh ogt@192.168.70.202 \"sudo kubectl get pods -n awoooi 2>/dev/null\")",
-      "Bash(curl -s --connect-timeout 5 http://192.168.70.200:8000/api/v1/health)",
-      "Bash(ssh ogt@192.168.70.202 \"sudo kubectl get pods -n awoooi-prod\")",
-      "Bash(ssh -o StrictHostKeyChecking=no ogt@192.168.70.202 \"sudo kubectl get pods -n awoooi-prod\")",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -A)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod awoooi-worker-7479556d76-jbbps --tail 30)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod -l app=awoooi-api --tail 20)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl exec -n awoooi-prod deployment/awoooi-api -- curl -s http://localhost:8000/api/v1/incidents)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl exec -n awoooi-prod deployment/awoooi-api -- python -c \"import httpx; r = httpx.get\\(''http://localhost:8000/api/v1/incidents''\\); print\\(r.text\\)\")",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get ingress -n awoooi-prod -o wide)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get svc -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get deployment awoooi-worker -n awoooi-prod -o jsonpath='{.spec.template.spec.containers[0].env}')",
-      "Bash(curl -s --connect-timeout 5 http://192.168.70.202:32334/api/v1/health)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl describe deployment awoooi-worker -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get configmap -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl describe deployment awoooi-api -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get configmap awoooi-config -n awoooi-prod -o yaml)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get secrets -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath='{.data}')",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get secret awoooi-secrets -n awoooi-prod -o jsonpath='{.data.REDIS_URL}')",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl rollout restart deployment/awoooi-worker -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -n awoooi-prod -l app=awoooi-worker)",
-      "Bash(curl -s --connect-timeout 5 https://awoooi.wooo.work/api/v1/health)",
-      "Bash(curl -s https://awoooi.wooo.work/api/v1/incidents)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod -l app=awoooi-worker --tail 10)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get svc -n wooo-aiops-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get svc -A)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod awoooi-worker-76bdf9786d-rvtmz --tail 15)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl exec -n awoooi-prod deployment/awoooi-api -- python -c \"import os; print\\(os.getenv\\(''REDIS_URL'', ''NOT_SET''\\)\\)\")",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get deployment awoooi-api -n awoooi-prod -o yaml)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl rollout restart deployment/awoooi-api deployment/awoooi-worker -n awoooi-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod awoooi-api-865cdc97db-6mpzz --tail 20)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -n wooo-aiops-prod -l app=redis)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get pods -n wooo-aiops-prod)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl exec -n wooo-aiops-prod redis-6c6fcd64b8-8wznx -- redis-cli ping)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl exec -n awoooi-prod awoooi-api-6445c76797-mrl7p -- python -c \"import redis; r=redis.Redis\\(host=''10.43.239.47'', port=6379, db=10\\); print\\(r.ping\\(\\)\\)\")",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get networkpolicy -A)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get networkpolicy allow-required-egress -n awoooi-prod -o yaml)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl patch networkpolicy allow-required-egress -n awoooi-prod --type='json' -p='[{\"\"op\"\": \"\"add\"\", \"\"path\"\": \"\"/spec/egress/0/ports/-\"\", \"\"value\"\": {\"\"port\"\": 6379, \"\"protocol\"\": \"\"TCP\"\"}}]')",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod awoooi-api-5fcc484b85-qpwt6 --tail 15)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl exec -n awoooi-prod awoooi-api-6445c76797-mrl7p -- python -c \"import os; print\\(''REDIS_URL:'', os.getenv\\(''REDIS_URL''\\)\\); import redis; r=redis.Redis.from_url\\(os.getenv\\(''REDIS_URL''\\)\\); print\\(''PING:'', r.ping\\(\\)\\)\")",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod awoooi-worker-59d7588d75-p5tht --tail 20)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod -l app=awoooi-worker --tail 30)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get deployment awoooi-worker -n awoooi-prod -o yaml)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get networkpolicy -n awoooi-prod -o wide)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl apply -f -)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs -n awoooi-prod awoooi-worker-6cd7dcbc9-5mtfq --tail 15)",
-      "Bash(jq .incidents[0])",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl get configmap awoooi-config -n awoooi-prod -o jsonpath='{.data.OPENCLAW_URL}')",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8088/health)",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8088/)",
-      "Bash(nc -zv 192.168.0.188 8088 -w 5)",
-      "Bash(ping -c 2 192.168.0.188)",
-      "Bash(ping -c 2 192.168.70.202)",
-      "Bash(grep -n \"mapToDualState\" /Users/ogt/awoooi/apps/web/src/app/[locale]/page.tsx -A 30)",
-      "Bash(head -40 /Users/ogt/awoooi/apps/web/src/app/[locale]/page.tsx)",
-      "Bash(ssh -o ConnectTimeout=10 -o StrictHostKeyChecking=no ollama@192.168.0.188 \"docker ps -a | grep -i claw; docker start openclaw 2>/dev/null || docker start clawbot 2>/dev/null || echo ''Container not found, listing all:'' && docker ps -a --format ''table {{.Names}}\\\\t{{.Status}}'' | head -10\")",
-      "Bash(curl -s --connect-timeout 5 http://192.168.0.188:8089/health)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl rollout status deployment/awoooi-web -n awoooi-prod --timeout=60s)",
-      "Bash(grep -rn \"clawbot\\\\|ClawBot\" /Users/ogt/awoooi/ --include=*.yaml --include=*.yml --include=*.json)",
-      "Bash(grep -rn \"ClawBot\\\\|clawbot\" /Users/ogt/awoooi/apps/ --include=*.py --include=*.ts --include=*.tsx)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs deployment/awoooi-api -n awoooi-prod --tail=100)",
-      "Bash(KUBECONFIG=/Users/ogt/awoooi/apps/api/k3s-prod.yaml kubectl logs deployment/awoooi-api -n awoooi-prod --tail=200)",
-      "Bash(export KUBECONFIG=/Users/ogt/awoooi/k3s-prod.yaml)",
-      "Bash(ssh root@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=200 2>&1 | grep -iE ''error|fail|exception|execute|background|parse'' | tail -40\")",
-      "Bash(curl -s https://awoooi.wooo.work/api/v1/approvals)",
-      "Bash(ssh k3s@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=200 2>&1 | grep -iE ''error|fail|execute|background|parse'' | tail -40\")",
-      "Bash(ssh ubuntu@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=200 2>&1 | grep -iE ''error|fail|execute|background|parse'' | tail -40\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=200 2>&1 | grep -iE ''error|fail|execute|background|parse|skip'' | tail -50\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=500 2>&1 | grep -iE ''background_execution|approve_action|reject|k8s_executor'' | tail -30\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl get deploy,sts -n awoooi-prod\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl rollout status deployment/awoooi-api -n awoooi-prod --timeout=120s 2>&1\")",
-      "Bash(ssh wooo@192.168.0.120 \"kubectl logs deployment/awoooi-api -n awoooi-prod --tail=50 2>&1 | grep -iE ''background_execution|k8s_executor|parse'' | tail -10\")"
-    ],
-    "additionalDirectories": [
-      "/Users/ogt/awoooi/docs",
-      "/Users/ogt/.claude/projects/-Users-ogt-awoooi/memory",
-      "/Users/ogt/awoooi/apps/web/src/app",
-      "/Users/ogt/awoooi/apps/api",
-      "/Users/ogt/awoooi/apps/api/http:/localhost:8000/api/v1",
-      "/Users/ogt/awoooi/apps/web/public",
-      "/Users/ogt/Downloads",
-      "/Users/ogt/awoooi/apps/web/test-results",
-      "/Users/ogt/awoooi",
-      "/Users/ogt/awoooi/apps/web/src/app/[locale]",
-      "/tmp"
-    ]
-  }
-}

.dockerignore

@@ -19,10 +19,14 @@
 
 # 文件與腳本（不需要進 image）
 # 注意: docs/runbooks/, docs/adr/, .agents/skills/ 供 RAG 索引 (ADR-067 Phase 33)
-# scripts/ 大部分不需要進 image，但 CronJob 腳本需要
+# scripts/ 大部分不需要進 image，僅白名單 production runtime/ops 種子腳本
 # 2026-04-12 ogt (ADR-073 P2-1): 白名單允許 cron_km_vectorize.py
-scripts
+# 2026-05-13 codex: 白名單 T16 auto-repair canary PlayBook seed script
+scripts/**
+!scripts/
 !scripts/cron_km_vectorize.py
+!scripts/ops/
+!scripts/ops/awooop-seed-auto-repair-canary-playbook.py
 
 # Node 快取（monorepo 根目錄）
 node_modules

.gitea/workflows/ansible-lint.yml

@@ -10,7 +10,7 @@ on:
 
 jobs:
   lint:
-    runs-on: self-hosted
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
 

.gitea/workflows/cd-dev.yaml

@@ -43,10 +43,19 @@ jobs:
           ├ 📝 ${{ steps.commit.outputs.message }}
           ├ 🔖 <code>${{ steps.commit.outputs.short_sha }}</code>
           └ 🌿 dev branch"
-          printf '%b' "$MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text@-"
+          if AWOOI_CICD_STATUS=running \
+            AWOOI_CICD_STAGE=dev-deploy \
+            AWOOI_CICD_JOB_NAME="[DEV] 部署開始" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_SUMMARY="${{ steps.commit.outputs.message }}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Dev deploy start notification mirrored through AWOOI API"
+          else
+            printf '%b' "$MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text@-"
+          fi
 
       # API 測試 (同 prod CI，確保 dev 也通過)
       - name: Run API Tests
@@ -78,11 +87,18 @@ jobs:
           echo "✅ API 測試通過"
 
       - name: Login to Harbor
-        uses: docker/login-action@v3
-        with:
-          registry: ${{ env.HARBOR }}
-          username: ${{ secrets.HARBOR_USERNAME }}
-          password: ${{ secrets.HARBOR_PASSWORD }}
+        run: |
+          HARBOR_USERNAME="$(cat <<'AWOOOI_SECRET_HARBOR_USERNAME'
+          ${{ secrets.HARBOR_USERNAME }}
+          AWOOOI_SECRET_HARBOR_USERNAME
+          )"
+          HARBOR_PASSWORD="$(cat <<'AWOOOI_SECRET_HARBOR_PASSWORD'
+          ${{ secrets.HARBOR_PASSWORD }}
+          AWOOOI_SECRET_HARBOR_PASSWORD
+          )"
+          printf '%s' "$HARBOR_PASSWORD" | docker login "${{ env.HARBOR }}" \
+            -u "$HARBOR_USERNAME" \
+            --password-stdin
 
       # Dev API 鏡像：強制重建，不用 cache（確保 models.json 等配置文件更新）
       - name: Build and Push API (Dev)
@@ -98,34 +114,57 @@ jobs:
 
       # 注入 Dev K8s Secrets
       - name: Inject Dev K8s Secrets
-        env:
-          SSH_PRIVATE_KEY: ${{ secrets.DEPLOY_SSH_KEY }}
-          TG_BOT_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
-          TG_CHAT_ID: ${{ secrets.TELEGRAM_CHAT_ID }}
-          NVIDIA_API_KEY: ${{ secrets.NVIDIA_API_KEY }}
-          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
         run: |
+          secret_b64() {
+            python3 -c 'import base64, sys; data=sys.stdin.buffer.read(); data=data[:-1] if data.endswith(b"\n") else data; sys.stdout.write(base64.b64encode(data).decode())'
+          }
+          write_deploy_key() {
+            mkdir -p ~/.ssh
+            umask 077
+            cat > ~/.ssh/deploy_key <<'AWOOOI_DEPLOY_KEY'
+          ${{ secrets.DEPLOY_SSH_KEY }}
+          AWOOOI_DEPLOY_KEY
+            chmod 600 ~/.ssh/deploy_key
+          }
+          TG_BOT_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_TG_BOT_TOKEN'
+          ${{ secrets.TELEGRAM_BOT_TOKEN }}
+          AWOOOI_SECRET_TG_BOT_TOKEN
+          )"
+          TG_CHAT_ID_B64="$(secret_b64 <<'AWOOOI_SECRET_TG_CHAT_ID'
+          ${{ secrets.TELEGRAM_CHAT_ID }}
+          AWOOOI_SECRET_TG_CHAT_ID
+          )"
+          NVIDIA_API_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_NVIDIA_API_KEY'
+          ${{ secrets.NVIDIA_API_KEY }}
+          AWOOOI_SECRET_NVIDIA_API_KEY
+          )"
+          GEMINI_API_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_GEMINI_API_KEY'
+          ${{ secrets.GEMINI_API_KEY }}
+          AWOOOI_SECRET_GEMINI_API_KEY
+          )"
+
           mkdir -p ~/.ssh
-          echo "$SSH_PRIVATE_KEY" > ~/.ssh/deploy_key
-          chmod 600 ~/.ssh/deploy_key
-          ssh -o StrictHostKeyChecking=no -i ~/.ssh/deploy_key wooo@192.168.0.121 << SECRETS
+          write_deploy_key
+          # 2026-05-05 Codex: kubectl runs on 120 control-plane. 121 is a
+          # worker and its local kubeconfig points at 127.0.0.1:6443.
+          ssh -o StrictHostKeyChecking=no -i ~/.ssh/deploy_key wooo@192.168.0.120 << SECRETS
           set -e
           export KUBECONFIG=/etc/rancher/k3s/k3s.yaml
 
           sudo kubectl patch secret awoooi-secrets -n awoooi-dev --type='json' -p='[
-            {"op":"replace","path":"/data/OPENCLAW_TG_BOT_TOKEN","value":"'"$(echo -n "${TG_BOT_TOKEN}" | base64 -w 0)"'"},
-            {"op":"replace","path":"/data/OPENCLAW_TG_CHAT_ID","value":"'"$(echo -n "${TG_CHAT_ID}" | base64 -w 0)"'"}
+            {"op":"replace","path":"/data/OPENCLAW_TG_BOT_TOKEN","value":"${TG_BOT_TOKEN_B64}"},
+            {"op":"replace","path":"/data/OPENCLAW_TG_CHAT_ID","value":"${TG_CHAT_ID_B64}"}
           ]' || echo "⚠️ Telegram Secrets patch 跳過"
 
-          if [ -n "${NVIDIA_API_KEY}" ]; then
+          if [ -n "${NVIDIA_API_KEY_B64}" ]; then
             sudo kubectl patch secret awoooi-secrets -n awoooi-dev --type='json' -p='[
-              {"op":"replace","path":"/data/NVIDIA_API_KEY","value":"'"$(echo -n "${NVIDIA_API_KEY}" | base64 -w 0)"'"}
+              {"op":"replace","path":"/data/NVIDIA_API_KEY","value":"${NVIDIA_API_KEY_B64}"}
             ]' && echo "✅ NVIDIA_API_KEY 已注入 dev"
           fi
 
-          if [ -n "${GEMINI_API_KEY}" ]; then
+          if [ -n "${GEMINI_API_KEY_B64}" ]; then
             sudo kubectl patch secret awoooi-secrets -n awoooi-dev --type='json' -p='[
-              {"op":"replace","path":"/data/GEMINI_API_KEY","value":"'"$(echo -n "${GEMINI_API_KEY}" | base64 -w 0)"'"}
+              {"op":"replace","path":"/data/GEMINI_API_KEY","value":"${GEMINI_API_KEY_B64}"}
             ]' && echo "✅ GEMINI_API_KEY 已注入 dev"
           fi
 
@@ -134,14 +173,12 @@ jobs:
 
       # 部署到 awoooi-dev
       - name: Deploy to Dev K8s
-        env:
-          SSH_PRIVATE_KEY: ${{ secrets.DEPLOY_SSH_KEY }}
         run: |
           cat k8s/awoooi-dev/02-configmap.yaml | \
-            ssh -o StrictHostKeyChecking=no -i ~/.ssh/deploy_key wooo@192.168.0.121 \
+            ssh -o StrictHostKeyChecking=no -i ~/.ssh/deploy_key wooo@192.168.0.120 \
             "export KUBECONFIG=/etc/rancher/k3s/k3s.yaml && sudo kubectl apply -f -"
 
-          ssh -o StrictHostKeyChecking=no -i ~/.ssh/deploy_key wooo@192.168.0.121 << 'DEPLOY'
+          ssh -o StrictHostKeyChecking=no -i ~/.ssh/deploy_key wooo@192.168.0.120 << 'DEPLOY'
           set -e
           export KUBECONFIG=/etc/rancher/k3s/k3s.yaml
 
@@ -182,10 +219,20 @@ jobs:
           ├ 🔖 <code>${{ steps.commit.outputs.short_sha }}</code>
           ├ ⏱️ 耗時: ${MINUTES}m ${SECONDS}s
           └ 🩺 http://192.168.0.125:32344/api/v1/health"
-          printf '%b' "$MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text@-"
+          if AWOOI_CICD_STATUS=success \
+            AWOOI_CICD_STAGE=dev-deploy \
+            AWOOI_CICD_JOB_NAME="[DEV] 部署完成" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_DURATION_SECONDS="${DURATION}" \
+            AWOOI_CICD_SUMMARY="${{ steps.commit.outputs.message }}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Dev deploy success notification mirrored through AWOOI API"
+          else
+            printf '%b' "$MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text@-"
+          fi
 
       - name: Notify Dev Deploy Failure
         if: failure()
@@ -194,7 +241,16 @@ jobs:
           ├ 📝 ${{ steps.commit.outputs.message }}
           ├ 🔖 <code>${{ steps.commit.outputs.short_sha }}</code>
           └ 🔗 <a href=\"http://192.168.0.110:3001/wooo/awoooi/actions\">查看日誌</a>"
-          printf '%b' "$MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text@-"
+          if AWOOI_CICD_STATUS=failed \
+            AWOOI_CICD_STAGE=dev-deploy \
+            AWOOI_CICD_JOB_NAME="[DEV] 部署失敗" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_SUMMARY="${{ steps.commit.outputs.message }}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Dev deploy failure notification mirrored through AWOOI API"
+          else
+            printf '%b' "$MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text@-"
+          fi

.gitea/workflows/cd.yaml

@@ -17,6 +17,9 @@ on:
       - 'apps/**'
       - 'k8s/**'
       - '.dockerignore'
+      # Dockerfile COPY scripts/ into the API image; keep production ops
+      # seed scripts deploy-coupled instead of repo-only.
+      - 'scripts/ops/awooop-seed-auto-repair-canary-playbook.py'
       # Workflow-only changes do not rebuild runtime images. Use workflow_dispatch
       # when an operator explicitly wants to test the CD pipeline itself.
       # docs/、memory/、ADR 等不觸發
@@ -42,6 +45,15 @@ env:
   OTEL_SERVICE_NAME: awoooi-cd
   OTEL_RESOURCE_ATTRIBUTES: service.version=${{ github.sha }},deployment.environment=production
   CI_IMAGE: 192.168.0.110:5000/awoooi/ci-runner:act-22.04
+  # 2026-05-06 Codex: deploy through the 120 control-plane node. After dirty
+  # reboots, 121 host-key prompts can block the non-interactive host runner.
+  # Both nodes support the sudo kubectl path, but 120 removes the extra hop.
+  K8S_SSH_HOST: 192.168.0.120
+  K8S_API_SERVER: https://192.168.0.120:6443
+  # 2026-05-05 Codex: health/smoke probes use the keepalived VIP instead of a
+  # fixed node. Kubectl still tunnels through K8S_SSH_HOST with --server=120.
+  API_HEALTH_URL: http://192.168.0.125:32334/api/v1/health
+  ALERT_CHAIN_API_URL: http://192.168.0.125:32334
 
 jobs:
   tests:
@@ -53,8 +65,20 @@ jobs:
     # 2026-04-10 ogt: B5 改用 docker run 本地啟動，移除 services: 宣告
     # Gitea act runner 的 services: container name 為空，導致 CI 失敗
     steps:
+      - name: Bootstrap Host Runner Tools
+        # 2026-05-05 Codex: awoooi-host maps to the long-lived act-runner
+        # container. After dirty reboots it may not contain node/curl/git, and
+        # actions/checkout@v4 fails before tests can start.
+        run: |
+          if command -v apk >/dev/null 2>&1; then
+            apk add --no-cache nodejs npm git curl bash openssh-client docker-cli docker-cli-buildx
+          fi
+
       - uses: actions/checkout@v4
 
+      - name: Guard Workflow Secret Surfaces
+        run: node scripts/ci/check-gitea-step-env-secrets.js
+
       # 2026-03-31 ogt: 優化告警格式 - 提高可讀性
       - name: Get Commit Info
         id: commit
@@ -74,10 +98,20 @@ jobs:
           MSG=$(printf '🚀 <b>AWOOOI 部署開始</b>\n├ 📝 <code>%s</code>\n├ 🔖 <code>%s</code>\n└ 👤 %s' "${COMMIT_ESC}" "${SHORT_SHA}" "${ACTOR}")
           # 2026-05-02 Claude Opus 4.7 + 統帥 ogt: notify 失敗不該擋整條 CI（鐵證:
           # curl 400 從 5/1 起連續炸 14 個 commit 的 build-and-deploy）— 對齊 line 922 既有 pattern
-          curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          if AWOOI_CICD_STATUS=running \
+            AWOOI_CICD_STAGE=tests \
+            AWOOI_CICD_JOB_NAME="AWOOOI 部署開始" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_TRIGGERED_BY="${ACTOR}" \
+            AWOOI_CICD_SUMMARY="${COMMIT_MSG}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "✅ CI/CD start notification mirrored through AWOOI API"
+          else
+            curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          fi
 
 
 
@@ -237,10 +271,20 @@ jobs:
           ACTOR="${{ github.actor }}"
           COMMIT_ESC=$(echo "$COMMIT_MSG" | sed 's/&/\&amp;/g; s/</\&lt;/g; s/>/\&gt;/g')
           MSG=$(printf '❌ <b>AWOOOI 部署失敗</b>\n├ 📝 <code>%s</code>\n├ 🔖 <code>%s</code>\n├ 👤 %s\n├ 🧪 Stage: tests\n└ 🔗 http://192.168.0.110:3001/wooo/awoooi/actions' "${COMMIT_ESC}" "${SHORT_SHA}" "${ACTOR}")
-          curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          if AWOOI_CICD_STATUS=failed \
+            AWOOI_CICD_STAGE=tests \
+            AWOOI_CICD_JOB_NAME="AWOOOI 部署失敗" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_TRIGGERED_BY="${ACTOR}" \
+            AWOOI_CICD_SUMMARY="${COMMIT_MSG}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "✅ CI/CD tests failure notification mirrored through AWOOI API"
+          else
+            curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          fi
 
   build-and-deploy:
     # 2026-04-30 Codex: Docker builds run on the host runner. Long docker build
@@ -249,6 +293,14 @@ jobs:
     timeout-minutes: 60
     runs-on: awoooi-host
     steps:
+      - name: Bootstrap Host Runner Tools
+        # 2026-05-05 Codex: keep the host-mode runner self-healing before
+        # actions/checkout@v4 and Telegram failure notifications run.
+        run: |
+          if command -v apk >/dev/null 2>&1; then
+            apk add --no-cache nodejs npm git curl bash openssh-client docker-cli docker-cli-buildx
+          fi
+
       - uses: actions/checkout@v4
 
       - name: Get Commit Info
@@ -274,6 +326,7 @@ jobs:
         run: |
           LOCK_NAME="awoooi-cd-docker-build-lock"
           STALE_SECONDS=7200
+          EMPTY_LOCK_SECONDS=300
           WAIT_ATTEMPTS=180
 
           for attempt in $(seq 1 "$WAIT_ATTEMPTS"); do
@@ -297,9 +350,24 @@ jobs:
                 python3 -c "import sys, datetime, re; ts = re.sub(r'\\.\d+', '', sys.argv[1]); ts = re.sub(r'\\s+[A-Z]{2,4}$', '', ts.strip()); print(int(datetime.datetime.strptime(ts, '%Y-%m-%d %H:%M:%S %z').timestamp()))" \
                 "$CREATED_AT" 2>/dev/null || echo 0)
               NOW_EPOCH=$(date +%s)
+              LOCK_AGE=$((NOW_EPOCH - CREATED_EPOCH))
+              # 2026-05-05 Codex: dirty reboot / cancelled Actions can leave
+              # the Docker-network lock behind with no active build or push.
+              # Waiting the full 30m CD timeout keeps deploys queued even
+              # though no job is protected, so clear empty locks after 5m.
+              # 2026-05-12 Codex: 用 bracket pattern 避免 lock-check shell 自己的
+              # grep/awk pattern 被誤判成 active docker work，導致 empty lock 永不自清。
+              ACTIVE_DOCKER_WORK=$(ps -eo pid,args | awk '$0 ~ /[d]ocker (build|push)|[b]uildx build/ {print}' || true)
               if [ "$CREATED_EPOCH" -gt 0 ] && \
-                 [ $((NOW_EPOCH - CREATED_EPOCH)) -gt "$STALE_SECONDS" ]; then
-                echo "⚠️ stale Docker build lock detected (age=$((NOW_EPOCH - CREATED_EPOCH))s > ${STALE_SECONDS}s), removing ${LOCK_NAME}"
+                 [ "$LOCK_AGE" -gt "$EMPTY_LOCK_SECONDS" ] && \
+                 [ -z "$ACTIVE_DOCKER_WORK" ]; then
+                echo "⚠️ empty Docker build lock detected (age=${LOCK_AGE}s > ${EMPTY_LOCK_SECONDS}s, no active docker build/push), removing ${LOCK_NAME}"
+                docker network rm "$LOCK_NAME" >/dev/null 2>&1 || true
+                continue
+              fi
+              if [ "$CREATED_EPOCH" -gt 0 ] && \
+                 [ "$LOCK_AGE" -gt "$STALE_SECONDS" ]; then
+                echo "⚠️ stale Docker build lock detected (age=${LOCK_AGE}s > ${STALE_SECONDS}s), removing ${LOCK_NAME}"
                 docker network rm "$LOCK_NAME" >/dev/null 2>&1 || true
                 continue
               fi
@@ -315,8 +383,8 @@ jobs:
       # ── API 鏡像建置（含 Layer Cache 加速）──────────────────────────────
       # 2026-04-01 ogt: CACHE_BUST=git_sha 確保 src/ 和 models.json 層每次重建
       # deps 層 (pip install) 仍可 cache → 加速；代碼/配置層強制失效
-      # 首席架構師 Review C1 (2026-04-05 Claude Code): 補 DOCKER_BUILDKIT=1
-      # BUILDKIT_INLINE_CACHE=1 只有在 BuildKit 啟用時才有效
+      # 2026-05-05 Codex: host runner bootstrap installs docker-cli-buildx;
+      # keep BuildKit enabled because the web Dockerfile uses RUN --mount.
       - name: Build and Push API
         env:
           DOCKER_BUILDKIT: "1"
@@ -338,7 +406,7 @@ jobs:
       # 2026-04-01 Claude Code: CACHE_BUST=git_sha 取代 --no-cache
       # - deps 層 (pnpm install) 仍可 cache → 節省 ~2-3 min
       # - COPY . . 以下由 CACHE_BUST 強制失效 → 業務邏輯/CSRF 等變更正確進入 bundle
-      # 2026-04-12 ogt: 實測 --no-cache=10m50s；CACHE_BUST=5m50s，恢復此方案
+      # 2026-05-05 Codex: mirror API build mode; BuildKit required for cache mounts.
       - name: Build and Push Web
         env:
           DOCKER_BUILDKIT: "1"
@@ -369,113 +437,204 @@ jobs:
       # 2026-03-31 ogt: P0-1 Secrets 自動注入 (ADR-035 強制)
       # 2026-03-31 ogt: 加入 AI API Keys (修復 mock_fallback 問題)
       - name: Inject K8s Secrets
-        env:
-          SSH_PRIVATE_KEY: ${{ secrets.DEPLOY_SSH_KEY }}
-          TG_BOT_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
-          TG_CHAT_ID: ${{ secrets.TELEGRAM_CHAT_ID }}
-          NVIDIA_API_KEY: ${{ secrets.NVIDIA_API_KEY }}
-          GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
-          # 2026-04-01 Claude Code: Langfuse LLMOps keys (Phase 15.1 補齊 CD 注入)
-          LANGFUSE_PUBLIC_KEY: ${{ secrets.LANGFUSE_PUBLIC_KEY }}
-          LANGFUSE_SECRET_KEY: ${{ secrets.LANGFUSE_SECRET_KEY }}
-          # 2026-04-02 Claude Code: Telegram 白名單 (授權簽核用)
-          TG_USER_WHITELIST: ${{ secrets.OPENCLAW_TG_USER_WHITELIST }}
-          # Phase O-4.1 2026-04-02: Sentry API Token (Wave A.1 ADR-037)
-          SENTRY_AUTH_TOKEN: ${{ secrets.SENTRY_AUTH_TOKEN }}
-          # ADR-059 2026-04-05: Gitea Webhook Secret (GITEA_ 前綴為保留字，改用 AWOOOI_ 前綴)
-          GITEA_WEBHOOK_SECRET: ${{ secrets.AWOOOI_GITEA_WEBHOOK_SECRET }}
-          # MCP Phase 3: ArgoCD API Token (2026-04-11 Claude Sonnet 4.6)
-          ARGOCD_API_TOKEN: ${{ secrets.ARGOCD_API_TOKEN }}
-          # 2026-04-18 ogt + Claude Opus 4.7: ADR-090-B L3-only 升級 L2（永久連線串 + 應用 secret）
-          DATABASE_URL: ${{ secrets.DATABASE_URL }}
-          MIGRATION_DATABASE_URL: ${{ secrets.MIGRATION_DATABASE_URL }}
-          REDIS_URL: ${{ secrets.REDIS_URL }}
-          JWT_SECRET: ${{ secrets.JWT_SECRET }}
-          JWT_ALGORITHM: ${{ secrets.JWT_ALGORITHM }}
-          WEBHOOK_HMAC_SECRET: ${{ secrets.WEBHOOK_HMAC_SECRET }}
-          SENTRY_DSN: ${{ secrets.SENTRY_DSN }}
-          CLAUDE_API_KEY: ${{ secrets.CLAUDE_API_KEY }}
-          # AWOOOI_ 前綴避開 Gitea 保留字（同 AWOOOI_GITEA_WEBHOOK_SECRET 模式）
-          GITEA_API_TOKEN: ${{ secrets.AWOOOI_GITEA_API_TOKEN }}
-          NEMOTRON_BOT_TOKEN: ${{ secrets.NEMOTRON_BOT_TOKEN }}
-          OPENCLAW_BOT_TOKEN: ${{ secrets.OPENCLAW_BOT_TOKEN }}
-          SMTP_HOST: ${{ secrets.SMTP_HOST }}
-          SRE_GROUP_CHAT_ID: ${{ secrets.SRE_GROUP_CHAT_ID }}
         run: |
+          # 2026-05-18 Codex: 不把 secrets 放進 step-level env。
+          # Gitea/act_runner 的 job log 可能展開 env；這裡只在 shell 內短暫轉
+          # base64，並避免輸出原值。
+          secret_b64() {
+            if command -v python3.11 >/dev/null 2>&1; then
+              python3.11 -c 'import base64, sys; data=sys.stdin.buffer.read(); data=data[:-1] if data.endswith(b"\n") else data; sys.stdout.write(base64.b64encode(data).decode())'
+            elif command -v python3 >/dev/null 2>&1; then
+              python3 -c 'import base64, sys; data=sys.stdin.buffer.read(); data=data[:-1] if data.endswith(b"\n") else data; sys.stdout.write(base64.b64encode(data).decode())'
+            else
+              secret_value="$(cat)"
+              printf '%s' "${secret_value}" | base64 | tr -d '\n'
+            fi
+          }
+          write_deploy_key() {
+            mkdir -p "${HOME}/.ssh"
+            umask 077
+            cat > "${HOME}/.ssh/deploy_key" <<'AWOOOI_DEPLOY_KEY'
+          ${{ secrets.DEPLOY_SSH_KEY }}
+          AWOOOI_DEPLOY_KEY
+            chmod 600 "${HOME}/.ssh/deploy_key"
+          }
+
+          TG_BOT_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_TG_BOT_TOKEN'
+          ${{ secrets.TELEGRAM_BOT_TOKEN }}
+          AWOOOI_SECRET_TG_BOT_TOKEN
+          )"
+          TG_CHAT_ID_B64="$(secret_b64 <<'AWOOOI_SECRET_TG_CHAT_ID'
+          ${{ secrets.TELEGRAM_CHAT_ID }}
+          AWOOOI_SECRET_TG_CHAT_ID
+          )"
+          NVIDIA_API_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_NVIDIA_API_KEY'
+          ${{ secrets.NVIDIA_API_KEY }}
+          AWOOOI_SECRET_NVIDIA_API_KEY
+          )"
+          GEMINI_API_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_GEMINI_API_KEY'
+          ${{ secrets.GEMINI_API_KEY }}
+          AWOOOI_SECRET_GEMINI_API_KEY
+          )"
+          LANGFUSE_PUBLIC_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_LANGFUSE_PUBLIC_KEY'
+          ${{ secrets.LANGFUSE_PUBLIC_KEY }}
+          AWOOOI_SECRET_LANGFUSE_PUBLIC_KEY
+          )"
+          LANGFUSE_SECRET_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_LANGFUSE_SECRET_KEY'
+          ${{ secrets.LANGFUSE_SECRET_KEY }}
+          AWOOOI_SECRET_LANGFUSE_SECRET_KEY
+          )"
+          TG_USER_WHITELIST_B64="$(secret_b64 <<'AWOOOI_SECRET_TG_USER_WHITELIST'
+          ${{ secrets.OPENCLAW_TG_USER_WHITELIST }}
+          AWOOOI_SECRET_TG_USER_WHITELIST
+          )"
+          SENTRY_AUTH_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_SENTRY_AUTH_TOKEN'
+          ${{ secrets.SENTRY_AUTH_TOKEN }}
+          AWOOOI_SECRET_SENTRY_AUTH_TOKEN
+          )"
+          GITEA_WEBHOOK_SECRET_B64="$(secret_b64 <<'AWOOOI_SECRET_GITEA_WEBHOOK_SECRET'
+          ${{ secrets.AWOOOI_GITEA_WEBHOOK_SECRET }}
+          AWOOOI_SECRET_GITEA_WEBHOOK_SECRET
+          )"
+          ARGOCD_API_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_ARGOCD_API_TOKEN'
+          ${{ secrets.ARGOCD_API_TOKEN }}
+          AWOOOI_SECRET_ARGOCD_API_TOKEN
+          )"
+          DATABASE_URL_B64="$(secret_b64 <<'AWOOOI_SECRET_DATABASE_URL'
+          ${{ secrets.DATABASE_URL }}
+          AWOOOI_SECRET_DATABASE_URL
+          )"
+          MIGRATION_DATABASE_URL_B64="$(secret_b64 <<'AWOOOI_SECRET_MIGRATION_DATABASE_URL'
+          ${{ secrets.MIGRATION_DATABASE_URL }}
+          AWOOOI_SECRET_MIGRATION_DATABASE_URL
+          )"
+          REDIS_URL_B64="$(secret_b64 <<'AWOOOI_SECRET_REDIS_URL'
+          ${{ secrets.REDIS_URL }}
+          AWOOOI_SECRET_REDIS_URL
+          )"
+          JWT_SECRET_B64="$(secret_b64 <<'AWOOOI_SECRET_JWT_SECRET'
+          ${{ secrets.JWT_SECRET }}
+          AWOOOI_SECRET_JWT_SECRET
+          )"
+          JWT_ALGORITHM_B64="$(secret_b64 <<'AWOOOI_SECRET_JWT_ALGORITHM'
+          ${{ secrets.JWT_ALGORITHM }}
+          AWOOOI_SECRET_JWT_ALGORITHM
+          )"
+          WEBHOOK_HMAC_SECRET_B64="$(secret_b64 <<'AWOOOI_SECRET_WEBHOOK_HMAC_SECRET'
+          ${{ secrets.WEBHOOK_HMAC_SECRET }}
+          AWOOOI_SECRET_WEBHOOK_HMAC_SECRET
+          )"
+          AWOOOP_OPERATOR_API_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_AWOOOP_OPERATOR_API_KEY'
+          ${{ secrets.AWOOOP_OPERATOR_API_KEY }}
+          AWOOOI_SECRET_AWOOOP_OPERATOR_API_KEY
+          )"
+          SENTRY_DSN_B64="$(secret_b64 <<'AWOOOI_SECRET_SENTRY_DSN'
+          ${{ secrets.SENTRY_DSN }}
+          AWOOOI_SECRET_SENTRY_DSN
+          )"
+          CLAUDE_API_KEY_B64="$(secret_b64 <<'AWOOOI_SECRET_CLAUDE_API_KEY'
+          ${{ secrets.CLAUDE_API_KEY }}
+          AWOOOI_SECRET_CLAUDE_API_KEY
+          )"
+          GITEA_API_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_GITEA_API_TOKEN'
+          ${{ secrets.AWOOOI_GITEA_API_TOKEN }}
+          AWOOOI_SECRET_GITEA_API_TOKEN
+          )"
+          NEMOTRON_BOT_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_NEMOTRON_BOT_TOKEN'
+          ${{ secrets.NEMOTRON_BOT_TOKEN }}
+          AWOOOI_SECRET_NEMOTRON_BOT_TOKEN
+          )"
+          OPENCLAW_BOT_TOKEN_B64="$(secret_b64 <<'AWOOOI_SECRET_OPENCLAW_BOT_TOKEN'
+          ${{ secrets.OPENCLAW_BOT_TOKEN }}
+          AWOOOI_SECRET_OPENCLAW_BOT_TOKEN
+          )"
+          SMTP_HOST_B64="$(secret_b64 <<'AWOOOI_SECRET_SMTP_HOST'
+          ${{ secrets.SMTP_HOST }}
+          AWOOOI_SECRET_SMTP_HOST
+          )"
+          SRE_GROUP_CHAT_ID_B64="$(secret_b64 <<'AWOOOI_SECRET_SRE_GROUP_CHAT_ID'
+          ${{ secrets.SRE_GROUP_CHAT_ID }}
+          AWOOOI_SECRET_SRE_GROUP_CHAT_ID
+          )"
+
           # S1/S2: 統一命名 deploy_key，改用 ssh-keyscan（比 StrictHostKeyChecking=no 更安全）
-          mkdir -p ~/.ssh
-          echo "$SSH_PRIVATE_KEY" > ~/.ssh/deploy_key
-          chmod 600 ~/.ssh/deploy_key
-          ssh-keyscan 192.168.0.121 >> ~/.ssh/known_hosts 2>/dev/null
-          ssh -i ~/.ssh/deploy_key wooo@192.168.0.121 << SECRETS
+          write_deploy_key
+          # 2026-05-13 Codex: keyscan must include ED25519 explicitly. Some
+          # OpenSSH builds otherwise record only RSA/ECDSA, then strict deploy
+          # SSH fails with "No ED25519 host key is known" after image push.
+          ssh-keyscan -T 5 -t ed25519,rsa,ecdsa "${K8S_SSH_HOST}" > "${HOME}/.ssh/known_hosts" 2>/dev/null
+          test -s "${HOME}/.ssh/known_hosts" || { echo "❌ K8S host keyscan failed: ${K8S_SSH_HOST}"; exit 1; }
+          SSH_OPTS="-i ${HOME}/.ssh/deploy_key -o BatchMode=yes -o StrictHostKeyChecking=yes -o UserKnownHostsFile=${HOME}/.ssh/known_hosts -o ConnectTimeout=10"
+          ssh $SSH_OPTS "wooo@${{ env.K8S_SSH_HOST }}" << SECRETS
           set -e
-          export KUBECONFIG=/etc/rancher/k3s/k3s.yaml
+          K8S_API_SERVER="${{ env.K8S_API_SERVER }}"
+          KUBECTL="sudo kubectl --kubeconfig=/etc/rancher/k3s/k3s.yaml --server=\${K8S_API_SERVER}"
 
           # 注入 Telegram Secrets (ADR-035 鐵律)
-          sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-            {"op":"add","path":"/data/OPENCLAW_TG_BOT_TOKEN","value":"'$(echo -n "${TG_BOT_TOKEN}" | base64 -w 0)'"},
-            {"op":"add","path":"/data/OPENCLAW_TG_CHAT_ID","value":"'$(echo -n "${TG_CHAT_ID}" | base64 -w 0)'"}
+          \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+            {"op":"add","path":"/data/OPENCLAW_TG_BOT_TOKEN","value":"${TG_BOT_TOKEN_B64}"},
+            {"op":"add","path":"/data/OPENCLAW_TG_CHAT_ID","value":"${TG_CHAT_ID_B64}"}
           ]' || { echo "❌ Telegram Secrets patch 失敗 — ADR-035 鐵律"; exit 1; }
 
           # 2026-03-31 ogt: 注入 AI API Keys (修復 NVIDIA/Gemini mock_fallback)
           # 2026-04-01 Claude Code: base64 -w 0 防止長 key 換行破壞 JSON
           # NVIDIA NIM (免費 tier)
-          if [ -n "${NVIDIA_API_KEY}" ] && [ "${NVIDIA_API_KEY}" != "" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/NVIDIA_API_KEY","value":"'$(echo -n "${NVIDIA_API_KEY}" | base64 -w 0)'"}
+          if [ -n "${NVIDIA_API_KEY_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/NVIDIA_API_KEY","value":"${NVIDIA_API_KEY_B64}"}
             ]' && echo "✅ NVIDIA_API_KEY 已注入" || echo "⚠️ NVIDIA_API_KEY patch 失敗"
           else
             echo "⚠️ NVIDIA_API_KEY 未設定，跳過"
           fi
 
           # Gemini (備援)
-          if [ -n "${GEMINI_API_KEY}" ] && [ "${GEMINI_API_KEY}" != "" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/GEMINI_API_KEY","value":"'$(echo -n "${GEMINI_API_KEY}" | base64 -w 0)'"}
+          if [ -n "${GEMINI_API_KEY_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/GEMINI_API_KEY","value":"${GEMINI_API_KEY_B64}"}
             ]' && echo "✅ GEMINI_API_KEY 已注入" || echo "⚠️ GEMINI_API_KEY patch 失敗"
           else
             echo "⚠️ GEMINI_API_KEY 未設定，跳過"
           fi
 
           # 2026-04-01 Claude Code: Langfuse LLMOps keys (補齊 CD 注入，之前只有手動設定)
-          if [ -n "${LANGFUSE_PUBLIC_KEY}" ] && [ -n "${LANGFUSE_SECRET_KEY}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/LANGFUSE_PUBLIC_KEY","value":"'$(echo -n "${LANGFUSE_PUBLIC_KEY}" | base64 -w 0)'"},
-              {"op":"add","path":"/data/LANGFUSE_SECRET_KEY","value":"'$(echo -n "${LANGFUSE_SECRET_KEY}" | base64 -w 0)'"}
+          if [ -n "${LANGFUSE_PUBLIC_KEY_B64}" ] && [ -n "${LANGFUSE_SECRET_KEY_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/LANGFUSE_PUBLIC_KEY","value":"${LANGFUSE_PUBLIC_KEY_B64}"},
+              {"op":"add","path":"/data/LANGFUSE_SECRET_KEY","value":"${LANGFUSE_SECRET_KEY_B64}"}
             ]' && echo "✅ LANGFUSE keys 已注入" || echo "⚠️ LANGFUSE keys patch 失敗"
           else
             echo "⚠️ LANGFUSE_PUBLIC_KEY/SECRET_KEY 未設定，跳過 (現有 K8s secret 值維持不變)"
           fi
 
           # 2026-04-02 Claude Code: Telegram Whitelist (授權簽核用戶 ID)
-          if [ -n "${TG_USER_WHITELIST}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/OPENCLAW_TG_USER_WHITELIST","value":"'$(echo -n "${TG_USER_WHITELIST}" | base64 -w 0)'"}
+          if [ -n "${TG_USER_WHITELIST_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/OPENCLAW_TG_USER_WHITELIST","value":"${TG_USER_WHITELIST_B64}"}
             ]' && echo "✅ TG_USER_WHITELIST 已注入" || echo "⚠️ TG_USER_WHITELIST patch 失敗"
           fi
 
           # Phase O-4.1 2026-04-02: Sentry Auth Token (Wave A.1 ADR-037)
-          if [ -n "${SENTRY_AUTH_TOKEN}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/SENTRY_AUTH_TOKEN","value":"'$(echo -n "${SENTRY_AUTH_TOKEN}" | base64 -w 0)'"}
+          if [ -n "${SENTRY_AUTH_TOKEN_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/SENTRY_AUTH_TOKEN","value":"${SENTRY_AUTH_TOKEN_B64}"}
             ]' && echo "✅ SENTRY_AUTH_TOKEN 已注入" || echo "⚠️ SENTRY_AUTH_TOKEN patch 失敗"
           else
             echo "⚠️ SENTRY_AUTH_TOKEN 未設定，Sentry Comment API 將跳過"
           fi
 
           # ADR-059 2026-04-05 Claude Code: Gitea Webhook Secret
-          if [ -n "${GITEA_WEBHOOK_SECRET}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/GITEA_WEBHOOK_SECRET","value":"'$(echo -n "${GITEA_WEBHOOK_SECRET}" | base64 -w 0)'"}
+          if [ -n "${GITEA_WEBHOOK_SECRET_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/GITEA_WEBHOOK_SECRET","value":"${GITEA_WEBHOOK_SECRET_B64}"}
             ]' && echo "✅ GITEA_WEBHOOK_SECRET 已注入" || echo "⚠️ GITEA_WEBHOOK_SECRET patch 失敗"
           else
             echo "⚠️ GITEA_WEBHOOK_SECRET 未設定，Gitea Webhook 簽章驗證將在 prod 失效"
           fi
 
           # MCP Phase 3: ArgoCD API Token (2026-04-11 Claude Sonnet 4.6)
-          if [ -n "${ARGOCD_API_TOKEN}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/ARGOCD_API_TOKEN","value":"'$(echo -n "${ARGOCD_API_TOKEN}" | base64 -w 0)'"}
+          if [ -n "${ARGOCD_API_TOKEN_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/ARGOCD_API_TOKEN","value":"${ARGOCD_API_TOKEN_B64}"}
             ]' && echo "✅ ARGOCD_API_TOKEN 已注入" || echo "⚠️ ARGOCD_API_TOKEN patch 失敗"
           else
             echo "⚠️ ARGOCD_API_TOKEN 未設定，ArgoCD MCP 將使用空 token"
@@ -488,91 +647,98 @@ jobs:
           # 注意: 每個 block 與上方維持相同結構（if guard + base64 -w 0 + json patch）
 
           # DATABASE_URL — PG 應用連線串（2026-04-18 輪替）
-          if [ -n "${DATABASE_URL}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/DATABASE_URL","value":"'$(echo -n "${DATABASE_URL}" | base64 -w 0)'"}
+          if [ -n "${DATABASE_URL_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/DATABASE_URL","value":"${DATABASE_URL_B64}"}
             ]' && echo "✅ DATABASE_URL 已注入" || echo "⚠️ DATABASE_URL patch 失敗"
           else
             echo "⚠️ DATABASE_URL 未設定，awoooi-api 將無法連 PG"
           fi
 
           # MIGRATION_DATABASE_URL — CI migration 用 awoooi_migrator 限權帳號（ADR-090-B）
-          if [ -n "${MIGRATION_DATABASE_URL}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/MIGRATION_DATABASE_URL","value":"'$(echo -n "${MIGRATION_DATABASE_URL}" | base64 -w 0)'"}
+          if [ -n "${MIGRATION_DATABASE_URL_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/MIGRATION_DATABASE_URL","value":"${MIGRATION_DATABASE_URL_B64}"}
             ]' && echo "✅ MIGRATION_DATABASE_URL 已注入" || echo "⚠️ MIGRATION_DATABASE_URL patch 失敗"
           fi
 
           # REDIS_URL — Redis 連線（6380 on 188）
-          if [ -n "${REDIS_URL}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/REDIS_URL","value":"'$(echo -n "${REDIS_URL}" | base64 -w 0)'"}
+          if [ -n "${REDIS_URL_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/REDIS_URL","value":"${REDIS_URL_B64}"}
             ]' && echo "✅ REDIS_URL 已注入" || echo "⚠️ REDIS_URL patch 失敗"
           else
             echo "⚠️ REDIS_URL 未設定"
           fi
 
           # JWT_SECRET / JWT_ALGORITHM — API 認證
-          if [ -n "${JWT_SECRET}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/JWT_SECRET","value":"'$(echo -n "${JWT_SECRET}" | base64 -w 0)'"}
+          if [ -n "${JWT_SECRET_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/JWT_SECRET","value":"${JWT_SECRET_B64}"}
             ]' && echo "✅ JWT_SECRET 已注入" || echo "⚠️ JWT_SECRET patch 失敗"
           fi
-          if [ -n "${JWT_ALGORITHM}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/JWT_ALGORITHM","value":"'$(echo -n "${JWT_ALGORITHM}" | base64 -w 0)'"}
+          if [ -n "${JWT_ALGORITHM_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/JWT_ALGORITHM","value":"${JWT_ALGORITHM_B64}"}
             ]' && echo "✅ JWT_ALGORITHM 已注入" || echo "⚠️ JWT_ALGORITHM patch 失敗"
           fi
 
           # WEBHOOK_HMAC_SECRET — Alertmanager webhook HMAC 簽章
-          if [ -n "${WEBHOOK_HMAC_SECRET}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/WEBHOOK_HMAC_SECRET","value":"'$(echo -n "${WEBHOOK_HMAC_SECRET}" | base64 -w 0)'"}
+          if [ -n "${WEBHOOK_HMAC_SECRET_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/WEBHOOK_HMAC_SECRET","value":"${WEBHOOK_HMAC_SECRET_B64}"}
             ]' && echo "✅ WEBHOOK_HMAC_SECRET 已注入" || echo "⚠️ WEBHOOK_HMAC_SECRET patch 失敗"
           fi
 
+          # AWOOOP_OPERATOR_API_KEY — AwoooP Operator mutation endpoints
+          if [ -n "${AWOOOP_OPERATOR_API_KEY_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/AWOOOP_OPERATOR_API_KEY","value":"${AWOOOP_OPERATOR_API_KEY_B64}"}
+            ]' && echo "✅ AWOOOP_OPERATOR_API_KEY 已注入" || echo "⚠️ AWOOOP_OPERATOR_API_KEY patch 失敗"
+          fi
+
           # SENTRY_DSN — Sentry 錯誤追蹤（不是 auth token）
-          if [ -n "${SENTRY_DSN}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/SENTRY_DSN","value":"'$(echo -n "${SENTRY_DSN}" | base64 -w 0)'"}
+          if [ -n "${SENTRY_DSN_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/SENTRY_DSN","value":"${SENTRY_DSN_B64}"}
             ]' && echo "✅ SENTRY_DSN 已注入" || echo "⚠️ SENTRY_DSN patch 失敗"
           fi
 
           # CLAUDE_API_KEY — Claude 備援 LLM
-          if [ -n "${CLAUDE_API_KEY}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/CLAUDE_API_KEY","value":"'$(echo -n "${CLAUDE_API_KEY}" | base64 -w 0)'"}
+          if [ -n "${CLAUDE_API_KEY_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/CLAUDE_API_KEY","value":"${CLAUDE_API_KEY_B64}"}
             ]' && echo "✅ CLAUDE_API_KEY 已注入" || echo "⚠️ CLAUDE_API_KEY patch 失敗"
           fi
 
           # GITEA_API_TOKEN — Gitea API Token（從 AWOOOI_GITEA_API_TOKEN 映射）
-          if [ -n "${GITEA_API_TOKEN}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/GITEA_API_TOKEN","value":"'$(echo -n "${GITEA_API_TOKEN}" | base64 -w 0)'"}
+          if [ -n "${GITEA_API_TOKEN_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/GITEA_API_TOKEN","value":"${GITEA_API_TOKEN_B64}"}
             ]' && echo "✅ GITEA_API_TOKEN 已注入" || echo "⚠️ GITEA_API_TOKEN patch 失敗"
           fi
 
           # NEMOTRON_BOT_TOKEN / OPENCLAW_BOT_TOKEN — 多 Bot 架構
-          if [ -n "${NEMOTRON_BOT_TOKEN}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/NEMOTRON_BOT_TOKEN","value":"'$(echo -n "${NEMOTRON_BOT_TOKEN}" | base64 -w 0)'"}
+          if [ -n "${NEMOTRON_BOT_TOKEN_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/NEMOTRON_BOT_TOKEN","value":"${NEMOTRON_BOT_TOKEN_B64}"}
             ]' && echo "✅ NEMOTRON_BOT_TOKEN 已注入" || echo "⚠️ NEMOTRON_BOT_TOKEN patch 失敗"
           fi
-          if [ -n "${OPENCLAW_BOT_TOKEN}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/OPENCLAW_BOT_TOKEN","value":"'$(echo -n "${OPENCLAW_BOT_TOKEN}" | base64 -w 0)'"}
+          if [ -n "${OPENCLAW_BOT_TOKEN_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/OPENCLAW_BOT_TOKEN","value":"${OPENCLAW_BOT_TOKEN_B64}"}
             ]' && echo "✅ OPENCLAW_BOT_TOKEN 已注入" || echo "⚠️ OPENCLAW_BOT_TOKEN patch 失敗"
           fi
 
           # SMTP_HOST / SRE_GROUP_CHAT_ID
-          if [ -n "${SMTP_HOST}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/SMTP_HOST","value":"'$(echo -n "${SMTP_HOST}" | base64 -w 0)'"}
+          if [ -n "${SMTP_HOST_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/SMTP_HOST","value":"${SMTP_HOST_B64}"}
             ]' && echo "✅ SMTP_HOST 已注入" || echo "⚠️ SMTP_HOST patch 失敗"
           fi
-          if [ -n "${SRE_GROUP_CHAT_ID}" ]; then
-            sudo kubectl patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
-              {"op":"add","path":"/data/SRE_GROUP_CHAT_ID","value":"'$(echo -n "${SRE_GROUP_CHAT_ID}" | base64 -w 0)'"}
+          if [ -n "${SRE_GROUP_CHAT_ID_B64}" ]; then
+            \$KUBECTL patch secret awoooi-secrets -n awoooi-prod --type='json' -p='[
+              {"op":"add","path":"/data/SRE_GROUP_CHAT_ID","value":"${SRE_GROUP_CHAT_ID_B64}"}
             ]' && echo "✅ SRE_GROUP_CHAT_ID 已注入" || echo "⚠️ SRE_GROUP_CHAT_ID patch 失敗"
           fi
 
@@ -590,26 +756,27 @@ jobs:
           EXPECTED_HOSTS=4
           PRESENT=0
           for ip in 192.168.0.110 192.168.0.120 192.168.0.121 192.168.0.188; do
-            if grep -qE "^${ip}[[:space:]]" /tmp/known_hosts_repair 2>/dev/null; then
-              PRESENT=$((PRESENT + 1))
+            if grep -qE "^\${ip}[[:space:]]" /tmp/known_hosts_repair 2>/dev/null; then
+              PRESENT=\$((PRESENT + 1))
             else
-              echo "⚠️ ssh-keyscan 缺主機 ${ip}"
+              echo "⚠️ ssh-keyscan 缺主機 \${ip}"
             fi
           done
-          if [ "$PRESENT" -eq "$EXPECTED_HOSTS" ]; then
-            sudo kubectl create secret generic awoooi-repair-known-hosts \
+          if [ "\$PRESENT" -eq "\$EXPECTED_HOSTS" ]; then
+            \$KUBECTL create secret generic awoooi-repair-known-hosts \
               -n awoooi-prod \
               --from-file=known_hosts=/tmp/known_hosts_repair \
-              --dry-run=client -o yaml | sudo kubectl apply -f - \
+              --dry-run=client -o yaml | \$KUBECTL apply -f - \
               && echo "✅ awoooi-repair-known-hosts Secret 已建立/更新" \
               || echo "⚠️ awoooi-repair-known-hosts Secret 建立失敗 (非致命)"
-            sudo kubectl patch secret ssh-mcp-key -n awoooi-prod --type=merge \
-              -p='{"data":{"known_hosts":"'$(base64 -w 0 /tmp/known_hosts_repair)'"}}' \
+            KNOWN_HOSTS_B64=\$(base64 -w 0 /tmp/known_hosts_repair)
+            \$KUBECTL patch secret ssh-mcp-key -n awoooi-prod --type=merge \
+              -p="{\"data\":{\"known_hosts\":\"\${KNOWN_HOSTS_B64}\"}}" \
               && echo "✅ ssh-mcp-key known_hosts 已更新（4 台主機完整）" \
               || echo "⚠️ ssh-mcp-key known_hosts 更新失敗 (非致命)"
             rm -f /tmp/known_hosts_repair /tmp/known_hosts_scan_err
           else
-            echo "❌ ssh-keyscan 只抓到 ${PRESENT}/${EXPECTED_HOSTS} 台主機，跳過 patch（保留現有 secret）"
+            echo "❌ ssh-keyscan 只抓到 \${PRESENT}/\${EXPECTED_HOSTS} 台主機，跳過 patch（保留現有 secret）"
             cat /tmp/known_hosts_scan_err 2>/dev/null | head -10
             rm -f /tmp/known_hosts_repair /tmp/known_hosts_scan_err
           fi
@@ -627,27 +794,36 @@ jobs:
       #   4. 等待 ArgoCD sync + rollout 完成
       #   5. Health Check
       - name: Deploy to K8s (ArgoCD GitOps)
-        env:
-          SSH_PRIVATE_KEY: ${{ secrets.DEPLOY_SSH_KEY }}
-          GITEA_TOKEN: ${{ secrets.CD_PUSH_TOKEN }}
         run: |
+          write_deploy_key() {
+            mkdir -p "${HOME}/.ssh"
+            umask 077
+            cat > "${HOME}/.ssh/deploy_key" <<'AWOOOI_DEPLOY_KEY'
+          ${{ secrets.DEPLOY_SSH_KEY }}
+          AWOOOI_DEPLOY_KEY
+            chmod 600 "${HOME}/.ssh/deploy_key"
+          }
+
           mkdir -p ~/.ssh
-          echo "$SSH_PRIVATE_KEY" > ~/.ssh/deploy_key
-          chmod 600 ~/.ssh/deploy_key
-          ssh-keyscan 192.168.0.121 >> ~/.ssh/known_hosts 2>/dev/null
+          write_deploy_key
+          # 2026-05-13 Codex: mirror Inject K8s Secrets host-key handling so the
+          # deploy job never reaches SSH with a known_hosts file missing ED25519.
+          ssh-keyscan -T 5 -t ed25519,rsa,ecdsa "${K8S_SSH_HOST}" > "${HOME}/.ssh/known_hosts" 2>/dev/null
+          test -s "${HOME}/.ssh/known_hosts" || { echo "❌ K8S host keyscan failed: ${K8S_SSH_HOST}"; exit 1; }
+          SSH_OPTS="-i ${HOME}/.ssh/deploy_key -o BatchMode=yes -o StrictHostKeyChecking=yes -o UserKnownHostsFile=${HOME}/.ssh/known_hosts -o ConnectTimeout=10"
 
           IMAGE_TAG="${{ github.sha }}"
           HARBOR=192.168.0.110:5000
 
           # ─── Step 1: Apply ConfigMap + ServiceRegistry (ArgoCD 管的是 Deployment，ConfigMap 仍直接 apply) ───
           cat k8s/awoooi-prod/04-configmap.yaml | \
-            ssh -i ~/.ssh/deploy_key wooo@192.168.0.121 \
-            "export KUBECONFIG=/etc/rancher/k3s/k3s.yaml && sudo kubectl apply -f -"
+            ssh $SSH_OPTS "wooo@${{ env.K8S_SSH_HOST }}" \
+            "KUBECTL='sudo kubectl --kubeconfig=/etc/rancher/k3s/k3s.yaml --server=${{ env.K8S_API_SERVER }}'; \$KUBECTL apply -f -"
           echo "✅ ConfigMap 已更新"
 
           cat k8s/awoooi-prod/15-service-registry-configmap.yaml | \
-            ssh -i ~/.ssh/deploy_key wooo@192.168.0.121 \
-            "export KUBECONFIG=/etc/rancher/k3s/k3s.yaml && sudo kubectl apply -f -"
+            ssh $SSH_OPTS "wooo@${{ env.K8S_SSH_HOST }}" \
+            "KUBECTL='sudo kubectl --kubeconfig=/etc/rancher/k3s/k3s.yaml --server=${{ env.K8S_API_SERVER }}'; \$KUBECTL apply -f -"
           echo "✅ Service Registry ConfigMap 已更新"
 
           # ─── Step 2: 更新 kustomization.yaml image tag ───
@@ -677,7 +853,7 @@ jobs:
             git commit -m "chore(cd): deploy ${IMAGE_TAG::7} [skip ci]"
             # 用 token 推送（避免 SSH key 需要額外設定 push 權限）
             git remote remove gitea 2>/dev/null || true
-            git remote add gitea http://wooo:${GITEA_TOKEN}@192.168.0.110:3001/wooo/awoooi.git
+            git remote add gitea "http://wooo:${{ secrets.CD_PUSH_TOKEN }}@192.168.0.110:3001/wooo/awoooi.git"
             # 先 rebase 避免 non-fast-forward (其他 commit 在 CI 期間已推入)
             # 2026-04-17 ogt: -X theirs — kustomization.yaml 衝突時採用當次部署的 image tag
             git fetch gitea main
@@ -688,23 +864,24 @@ jobs:
           }
 
           # ─── Step 4: 等待 ArgoCD sync + rollout ───
-          ssh -i ~/.ssh/deploy_key wooo@192.168.0.121 \
+          ssh $SSH_OPTS "wooo@${{ env.K8S_SSH_HOST }}" \
             "EXPECTED_REVISION='${DEPLOY_REVISION}' bash -s" << 'ARGOCD_WAIT'
           set -e
-          export KUBECONFIG=/etc/rancher/k3s/k3s.yaml
+          K8S_API_SERVER="${{ env.K8S_API_SERVER }}"
+          KUBECTL="sudo kubectl --kubeconfig=/etc/rancher/k3s/k3s.yaml --server=${K8S_API_SERVER}"
 
           # 等待 ArgoCD Application Synced（最多 180s）。只看
           # Synced/Healthy 可能誤判成上一個 revision 已同步，因此有
           # deploy commit 時必須同時確認 status.sync.revision。
           echo "⏳ 等待 ArgoCD sync..."
-          sudo kubectl annotate application awoooi-prod -n argocd \
+          $KUBECTL annotate application awoooi-prod -n argocd \
             argocd.argoproj.io/refresh=hard --overwrite >/dev/null 2>&1 || true
           for i in $(seq 1 36); do
-            SYNC=$(sudo kubectl get application awoooi-prod -n argocd \
+            SYNC=$($KUBECTL get application awoooi-prod -n argocd \
               -o jsonpath='{.status.sync.status}' 2>/dev/null || echo "Unknown")
-            HEALTH=$(sudo kubectl get application awoooi-prod -n argocd \
+            HEALTH=$($KUBECTL get application awoooi-prod -n argocd \
               -o jsonpath='{.status.health.status}' 2>/dev/null || echo "Unknown")
-            REVISION=$(sudo kubectl get application awoooi-prod -n argocd \
+            REVISION=$($KUBECTL get application awoooi-prod -n argocd \
               -o jsonpath='{.status.sync.revision}' 2>/dev/null || echo "Unknown")
             SHORT_REVISION=$(echo "$REVISION" | cut -c1-8)
             SHORT_EXPECTED=$(echo "$EXPECTED_REVISION" | cut -c1-8)
@@ -723,15 +900,15 @@ jobs:
           done
 
           # 確認 rollout 完成
-          sudo kubectl rollout status deployment/awoooi-api -n awoooi-prod --timeout=120s
-          sudo kubectl rollout status deployment/awoooi-web -n awoooi-prod --timeout=120s
-          sudo kubectl rollout status deployment/awoooi-worker -n awoooi-prod --timeout=120s
+          $KUBECTL rollout status deployment/awoooi-api -n awoooi-prod --timeout=120s
+          $KUBECTL rollout status deployment/awoooi-web -n awoooi-prod --timeout=120s
+          $KUBECTL rollout status deployment/awoooi-worker -n awoooi-prod --timeout=120s
           echo "✅ 部署完成"
 
           # Health Check
           HEALTH_PASS=0
           for i in 1 2 3; do
-            HTTP_CODE=$(curl -s -w "%{http_code}" -o /dev/null --connect-timeout 10 "http://localhost:32334/api/v1/health")
+            HTTP_CODE=$(curl -s -w "%{http_code}" -o /dev/null --connect-timeout 10 "${{ env.API_HEALTH_URL }}")
             if [ "$HTTP_CODE" = "200" ]; then
               echo "✅ API 健康檢查通過"
               HEALTH_PASS=1
@@ -747,36 +924,18 @@ jobs:
           ARGOCD_WAIT
 
       # 2026-04-09 Claude Sonnet 4.6: Sprint 5.2 — 同步 ops 腳本到 188 (ollama user)
-      # DEPLOY_SSH_KEY_188 = gitea-cd-deploy-188 (ed25519，只有 188 authorized_keys)
-      # 腳本: docker-health-monitor.sh + pg-backup.sh (感知層 + 備份)
+      # 188 deploy key is rotated and must not be read by this disabled step.
+      # 腳本: docker-health-monitor.sh + pg-backup.sh + notify-awoooi-ops.sh
+      # 感知層與備份通知都先走 AWOOI API/AwoooP，Telegram 直發只保留 API 離線 fallback。
       - name: Sync Ops Scripts to 188
+        # 2026-05-13 Codex T14e/P0:
+        # Disabled until the 188 ops sync path is moved to a file-secret or
+        # Ansible-controlled channel. Gitea Actions logs step env values, and
+        # multiline SSH secrets must not be exposed through CD logs.
+        if: ${{ false }}
         continue-on-error: true
-        env:
-          SSH_KEY_188: ${{ secrets.DEPLOY_SSH_KEY_188 }}
         run: |
-          mkdir -p ~/.ssh
-          echo "$SSH_KEY_188" > ~/.ssh/deploy_key_188
-          chmod 600 ~/.ssh/deploy_key_188
-          ssh-keyscan 192.168.0.188 >> ~/.ssh/known_hosts 2>/dev/null
-
-          # 同步 docker-health-monitor.sh
-          scp -i ~/.ssh/deploy_key_188 \
-            scripts/ops/docker-health-monitor.sh \
-            ollama@192.168.0.188:~/awoooi-ops/docker-health-monitor.sh \
-            && echo "✅ docker-health-monitor.sh 已同步" \
-            || echo "⚠️ docker-health-monitor.sh 同步失敗"
-
-          # 同步 pg-backup.sh
-          scp -i ~/.ssh/deploy_key_188 \
-            scripts/ops/pg-backup.sh \
-            ollama@192.168.0.188:~/awoooi-ops/pg-backup.sh \
-            && echo "✅ pg-backup.sh 已同步" \
-            || echo "⚠️ pg-backup.sh 同步失敗"
-
-          # 確保執行權限
-          ssh -i ~/.ssh/deploy_key_188 ollama@192.168.0.188 \
-            "chmod +x ~/awoooi-ops/docker-health-monitor.sh ~/awoooi-ops/pg-backup.sh && echo '✅ 權限設定完成'" \
-            || echo "⚠️ 權限設定失敗"
+          echo "188 ops script sync disabled pending secure key rotation path"
 
       - name: Notify Pipeline Failure
         if: failure()
@@ -786,10 +945,20 @@ jobs:
           ACTOR="${{ github.actor }}"
           COMMIT_ESC=$(echo "$COMMIT_MSG" | sed 's/&/\&amp;/g; s/</\&lt;/g; s/>/\&gt;/g')
           MSG=$(printf '❌ <b>AWOOOI 部署失敗</b>\n├ 📝 <code>%s</code>\n├ 🔖 <code>%s</code>\n├ 👤 %s\n├ 🏗️ Stage: build-and-deploy\n└ 🔗 http://192.168.0.110:3001/wooo/awoooi/actions' "${COMMIT_ESC}" "${SHORT_SHA}" "${ACTOR}")
-          curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          if AWOOI_CICD_STATUS=failed \
+            AWOOI_CICD_STAGE=build-and-deploy \
+            AWOOI_CICD_JOB_NAME="AWOOOI 部署失敗" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_TRIGGERED_BY="${ACTOR}" \
+            AWOOI_CICD_SUMMARY="${COMMIT_MSG}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "✅ CI/CD build failure notification mirrored through AWOOI API"
+          else
+            curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          fi
 
   post-deploy-checks:
     needs: build-and-deploy
@@ -798,6 +967,14 @@ jobs:
     # install-deps can also kill the act-managed job container with RWLayer=nil.
     runs-on: awoooi-host
     steps:
+      - name: Bootstrap Host Runner Tools
+        # 2026-05-05 Codex: post-deploy also uses checkout and curl-based
+        # notifications, so it needs the same runner bootstrap as earlier jobs.
+        run: |
+          if command -v apk >/dev/null 2>&1; then
+            apk add --no-cache nodejs npm git curl bash openssh-client docker-cli docker-cli-buildx
+          fi
+
       - uses: actions/checkout@v4
 
       - name: Get Commit Info
@@ -814,7 +991,7 @@ jobs:
       - name: Alert Chain Smoke Test
         id: alert_chain_smoke
         run: |
-          # 2026-04-05 Claude Code: 使用真實 API 地址（192.168.0.121:32334 NodePort）
+          # 2026-05-05 Codex: use the keepalived VIP instead of a fixed node.
           # Host runner launches the CI image explicitly to avoid act RWLayer=nil.
           if docker run --rm \
             --name "awoooi-cd-${GITHUB_RUN_ID:-manual}-${GITHUB_RUN_ATTEMPT:-1}-alert-smoke" \
@@ -824,7 +1001,7 @@ jobs:
             -v awoooi-api-venv-cache:/opt/api-venv \
             -w /workspace \
             "${{ env.CI_IMAGE }}" \
-            bash -lc 'source /opt/api-venv/bin/activate && python3 scripts/alert_chain_smoke_test.py --api-url http://192.168.0.121:32334 --json | tee /tmp/alert_chain_result.json'; then
+            bash -lc 'source /opt/api-venv/bin/activate && python3 scripts/alert_chain_smoke_test.py --api-url ${{ env.ALERT_CHAIN_API_URL }} --json | tee /tmp/alert_chain_result.json'; then
             echo "alert_chain_status=pass" >> $GITHUB_OUTPUT
           else
             echo "alert_chain_status=fail" >> $GITHUB_OUTPUT
@@ -941,9 +1118,19 @@ jobs:
           COMMIT_MSG="${{ steps.commit.outputs.message }}"
           SHORT_SHA="${{ steps.commit.outputs.short_sha }}"
           TG_MSG="✅ AWOOOI 部署完成\n├ 📝 ${COMMIT_MSG}\n├ 🔖 ${SHORT_SHA}\n├ ⏱️ 耗時: ${MINUTES}m ${SECONDS}s\n├ 📦 API: ✅ Web: ✅\n├ 🩺 Health: ✅\n├ 🔗 Alert Chain: ${ALERT_CHAIN_RESULT}\n├ 📊 Monitoring: ${MONITORING_RESULT}\n└ 🎭 Smoke: ${SMOKE_RESULT}"
-          printf '%b' "$TG_MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            --data-urlencode "text@-" || echo "TG notify warning (non-fatal)"
+          if AWOOI_CICD_STATUS=success \
+            AWOOI_CICD_STAGE=post-deploy \
+            AWOOI_CICD_JOB_NAME="AWOOOI 部署完成" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_DURATION_SECONDS="${DURATION}" \
+            AWOOI_CICD_SUMMARY="API=✅; Web=✅; AlertChain=${ALERT_CHAIN_RESULT}; Monitoring=${MONITORING_RESULT}; Smoke=${SMOKE_RESULT}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "✅ CI/CD success notification mirrored through AWOOI API"
+          else
+            printf '%b' "$TG_MSG" | curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              --data-urlencode "text@-" || echo "TG notify warning (non-fatal)"
+          fi
 
       - name: Notify Pipeline Failure
         # 2026-04-16 ogt + Claude Sonnet 4.6: 改用 HTML 結構化格式
@@ -954,7 +1141,17 @@ jobs:
           ACTOR="${{ github.actor }}"
           COMMIT_ESC=$(echo "$COMMIT_MSG" | sed 's/&/\&amp;/g; s/</\&lt;/g; s/>/\&gt;/g')
           MSG=$(printf '❌ <b>AWOOOI 部署失敗</b>\n├ 📝 <code>%s</code>\n├ 🔖 <code>%s</code>\n├ 👤 %s\n├ 🩺 Stage: post-deploy-checks\n└ 🔗 http://192.168.0.110:3001/wooo/awoooi/actions' "${COMMIT_ESC}" "${SHORT_SHA}" "${ACTOR}")
-          curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d "parse_mode=HTML" \
-            --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          if AWOOI_CICD_STATUS=failed \
+            AWOOI_CICD_STAGE=post-deploy-checks \
+            AWOOI_CICD_JOB_NAME="AWOOOI 部署失敗" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_TRIGGERED_BY="${ACTOR}" \
+            AWOOI_CICD_SUMMARY="${COMMIT_MSG}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "✅ CI/CD post-deploy failure notification mirrored through AWOOI API"
+          else
+            curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d "parse_mode=HTML" \
+              --data-urlencode "text=${MSG}" || echo "TG notify failed (non-fatal): exit=$?"
+          fi

.gitea/workflows/code-review.yaml

@@ -30,6 +30,9 @@ jobs:
         with:
           fetch-depth: 50
 
+      - name: Guard Workflow Secret Surfaces
+        run: node scripts/ci/check-gitea-step-env-secrets.js
+
       - name: Skip Stale Main Push
         id: stale
         run: |
@@ -102,7 +105,6 @@ jobs:
       - name: Notify Code Review Start
         if: steps.stale.outputs.skip != 'true'
         env:
-          TG_BOT_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
           TG_CHAT_ID: ${{ env.TELEGRAM_ALERT_CHAT_ID }}
           SHORT_SHA: ${{ steps.ctx.outputs.short_sha }}
           BRANCH: ${{ steps.ctx.outputs.branch }}
@@ -110,18 +112,33 @@ jobs:
           FILES_DISPLAY: ${{ steps.ctx.outputs.files_display }}
         run: |
           set -euo pipefail
-          if [ -z "${TG_BOT_TOKEN:-}" ] || [ -z "${TG_CHAT_ID:-}" ]; then
-            echo "Telegram secret missing; skip start notification"
-            exit 0
-          fi
+          TG_BOT_TOKEN="$(cat <<'AWOOOI_SECRET_TG_BOT_TOKEN'
+          ${{ secrets.TELEGRAM_BOT_TOKEN }}
+          AWOOOI_SECRET_TG_BOT_TOKEN
+          )"
           html_escape() { sed 's/&/\&amp;/g; s/</\&lt;/g; s/>/\&gt;/g'; }
           COMMIT_ESC="$(printf '%s' "$COMMIT_MSG" | html_escape)"
           FILES_ESC="$(printf '%s\n' "$FILES_DISPLAY" | html_escape)"
           MSG="$(printf '🔍 <b>Code Review 啟動</b>\n──────────────────────\n📦 Commit <code>%s</code> 🌿 <code>%s</code>\n📝 <code>%s</code>\n📁 <b>變更檔案：</b>\n%s\n──────────────────────\n🤖 <b>Hermes → OpenClaw → Elephant Alpha → NemoTron</b>\n📊 即時進度：<a href=\"%s\">%s</a>' "$SHORT_SHA" "$BRANCH" "$COMMIT_ESC" "$FILES_ESC" "$REPORT_URL" "$REPORT_URL")"
-          curl -fsS -X POST "https://api.telegram.org/bot${TG_BOT_TOKEN}/sendMessage" \
-            -H "Content-Type: application/json" \
-            -d "$(jq -n --arg c "$TG_CHAT_ID" --arg t "$MSG" '{chat_id:$c,text:$t,parse_mode:"HTML",disable_web_page_preview:true}')" \
-            >/dev/null
+          if AWOOI_CICD_STATUS=running \
+            AWOOI_CICD_STAGE=code-review \
+            AWOOI_CICD_JOB_NAME="Code Review 啟動" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_TRIGGERED_BY="${GITHUB_ACTOR:-CI}" \
+            AWOOI_CICD_SUMMARY="${COMMIT_MSG}" \
+            AWOOI_CICD_WORKFLOW_URL="${REPORT_URL}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Code review start notification mirrored through AWOOI API"
+          else
+            if [ -z "${TG_BOT_TOKEN:-}" ] || [ -z "${TG_CHAT_ID:-}" ]; then
+              echo "Telegram secret missing and AWOOI API notify failed; skip start notification"
+              exit 0
+            fi
+            curl -fsS -X POST "https://api.telegram.org/bot${TG_BOT_TOKEN}/sendMessage" \
+              -H "Content-Type: application/json" \
+              -d "$(jq -n --arg c "$TG_CHAT_ID" --arg t "$MSG" '{chat_id:$c,text:$t,parse_mode:"HTML",disable_web_page_preview:true}')" \
+              >/dev/null
+          fi
 
       - name: Run Deterministic Review
         if: steps.stale.outputs.skip != 'true'
@@ -139,15 +156,14 @@ jobs:
       - name: Notify Code Review Completion
         if: always() && steps.stale.outputs.skip != 'true'
         env:
-          TG_BOT_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
           TG_CHAT_ID: ${{ env.TELEGRAM_ALERT_CHAT_ID }}
           SHORT_SHA: ${{ steps.ctx.outputs.short_sha }}
         run: |
           set -euo pipefail
-          if [ -z "${TG_BOT_TOKEN:-}" ] || [ -z "${TG_CHAT_ID:-}" ]; then
-            echo "Telegram secret missing; skip completion notification"
-            exit 0
-          fi
+          TG_BOT_TOKEN="$(cat <<'AWOOOI_SECRET_TG_BOT_TOKEN'
+          ${{ secrets.TELEGRAM_BOT_TOKEN }}
+          AWOOOI_SECRET_TG_BOT_TOKEN
+          )"
           REPORT=/tmp/code-review-report.json
           if [ ! -s "$REPORT" ]; then
             cat > "$REPORT" <<'JSON'
@@ -180,7 +196,25 @@ jobs:
           TOP_ESC="$(printf '%s' "$TOP_ISSUE" | html_escape)"
 
           MSG="$(printf '%s <b>Code Review 完成・%s</b>\n──────────────────────\n🔴 CRITICAL <code>%s</code>  🟠 HIGH <code>%s</code>  🟡 MEDIUM <code>%s</code>  🟢 LOW <code>%s</code>\n──────────────────────\n⚠️ <b>主要問題</b>\n%s\n\n🔍 <b>整體風險等級</b>\n%s：%s\n\n⚠️ <b>最高關注問題</b>\n1. %s\n──────────────────────\n🤖 Elephant Alpha：<b>%s</b> ✅ %s\n📊 完整報告：<a href=\"%s\">%s</a>' "$STATUS" "$SHORT_SHA" "$CRITICAL" "$HIGH" "$MEDIUM" "$LOW" "$ISSUE_LINE" "$RISK" "$SUMMARY_ESC" "$TOP_ESC" "$RISK" "$ACTION_ESC" "$REPORT_URL" "$REPORT_URL")"
-          curl -fsS -X POST "https://api.telegram.org/bot${TG_BOT_TOKEN}/sendMessage" \
-            -H "Content-Type: application/json" \
-            -d "$(jq -n --arg c "$TG_CHAT_ID" --arg t "$MSG" '{chat_id:$c,text:$t,parse_mode:"HTML",disable_web_page_preview:true}')" \
-            >/dev/null
+          CICD_STATUS=success
+          if [ "$RISK" = "MEDIUM" ]; then CICD_STATUS=pending; fi
+          if [ "$RISK" = "HIGH" ] || [ "$RISK" = "CRITICAL" ]; then CICD_STATUS=failed; fi
+          if AWOOI_CICD_STATUS="${CICD_STATUS}" \
+            AWOOI_CICD_STAGE=code-review \
+            AWOOI_CICD_JOB_NAME="Code Review 完成・${RISK}" \
+            AWOOI_CICD_COMMIT_SHA="${GITHUB_SHA}" \
+            AWOOI_CICD_TRIGGERED_BY="${GITHUB_ACTOR:-CI}" \
+            AWOOI_CICD_SUMMARY="CRITICAL=${CRITICAL}; HIGH=${HIGH}; MEDIUM=${MEDIUM}; LOW=${LOW}; ${SUMMARY}" \
+            AWOOI_CICD_WORKFLOW_URL="${REPORT_URL}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Code review completion notification mirrored through AWOOI API"
+          else
+            if [ -z "${TG_BOT_TOKEN:-}" ] || [ -z "${TG_CHAT_ID:-}" ]; then
+              echo "Telegram secret missing and AWOOI API notify failed; skip completion notification"
+              exit 0
+            fi
+            curl -fsS -X POST "https://api.telegram.org/bot${TG_BOT_TOKEN}/sendMessage" \
+              -H "Content-Type: application/json" \
+              -d "$(jq -n --arg c "$TG_CHAT_ID" --arg t "$MSG" '{chat_id:$c,text:$t,parse_mode:"HTML",disable_web_page_preview:true}')" \
+              >/dev/null
+          fi

.gitea/workflows/deploy-alerts.yaml

@@ -1,7 +1,7 @@
 # =============================================================================
 # Deploy Prometheus Alert Rules (獨立 workflow)
 # 2026-04-05 Claude Code (ADR-039 I3): 從 cd.yaml 分離
-# 觸發條件: ops/monitoring/alerts-unified.yml 有變更 或 workflow_dispatch
+# 觸發條件: ops/monitoring/alerts-unified.yml / slo-rules.yml 有變更 或 workflow_dispatch
 # 說明: 告警規則部署不依賴應用構建，獨立觸發以加快響應速度
 # =============================================================================
 
@@ -12,6 +12,8 @@ on:
     branches: [main]
     paths:
       - 'ops/monitoring/alerts-unified.yml'
+      - 'ops/monitoring/slo-rules.yml'
+      - 'scripts/ops/deploy-alerts.sh'
   workflow_dispatch:
 
 env:
@@ -30,11 +32,15 @@ jobs:
         run: |
           pip3 install -q pyyaml 2>/dev/null || pip install -q pyyaml
           python3 -c "import yaml; yaml.safe_load(open('ops/monitoring/alerts-unified.yml')); print('YAML OK')"
+          python3 -c "import yaml; yaml.safe_load(open('ops/monitoring/slo-rules.yml')); print('SLO YAML OK')"
 
       - name: Setup SSH key
         run: |
           mkdir -p ~/.ssh
-          echo "${{ secrets.DEPLOY_SSH_KEY }}" > ~/.ssh/id_ed25519
+          umask 077
+          cat > ~/.ssh/id_ed25519 <<'AWOOOI_DEPLOY_KEY'
+          ${{ secrets.DEPLOY_SSH_KEY }}
+          AWOOOI_DEPLOY_KEY
           chmod 600 ~/.ssh/id_ed25519
           ssh-keyscan 192.168.0.110 >> ~/.ssh/known_hosts
 
@@ -50,6 +56,17 @@ jobs:
           SHORT_SHA="${{ github.sha }}"
           SHORT_SHA="${SHORT_SHA:0:7}"
           MSG="${EMOJI} Prometheus 告警規則部署 ${STATUS} (${SHORT_SHA})"
-          curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
-            -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            --data-urlencode "text=${MSG}" || true
+          CICD_STATUS="success"
+          [ "$STATUS" != "success" ] && CICD_STATUS="failed"
+          if AWOOI_CICD_STATUS="${CICD_STATUS}" \
+            AWOOI_CICD_STAGE=deploy-alerts \
+            AWOOI_CICD_JOB_NAME="Prometheus 告警規則部署" \
+            AWOOI_CICD_COMMIT_SHA="${{ github.sha }}" \
+            AWOOI_CICD_SUMMARY="${MSG}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Alert rule deploy notification mirrored through AWOOI API"
+          else
+            curl -fS -X POST "https://api.telegram.org/bot${{ secrets.TELEGRAM_BOT_TOKEN }}/sendMessage" \
+              -d "chat_id=${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              --data-urlencode "text=${MSG}" || true
+          fi

.gitea/workflows/e2e-health.yaml

@@ -54,7 +54,17 @@ jobs:
       - name: Notify Telegram on Failure
         if: failure()
         run: |
-          curl -s -X POST "https://api.telegram.org/bot${{ secrets.OPENCLAW_TG_BOT_TOKEN }}/sendMessage" \
-            -d chat_id="${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
-            -d parse_mode="HTML" \
-            -d text="🔴 <b>[E2E Health Check]</b> 失敗%0A%0A📅 $(TZ=Asia/Taipei date '+%Y-%m-%d %H:%M')%0A🔗 API 健康檢查未通過%0A%0A請檢查 K3s 叢集狀態"
+          MSG="E2E Health Check 失敗；API 健康檢查未通過"
+          if AWOOI_CICD_STATUS=failed \
+            AWOOI_CICD_STAGE=e2e-health \
+            AWOOI_CICD_JOB_NAME="E2E Health Check" \
+            AWOOI_CICD_COMMIT_SHA="${{ github.sha }}" \
+            AWOOI_CICD_SUMMARY="${MSG}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "E2E failure notification mirrored through AWOOI API"
+          else
+            curl -s -X POST "https://api.telegram.org/bot${{ secrets.OPENCLAW_TG_BOT_TOKEN }}/sendMessage" \
+              -d chat_id="${{ env.TELEGRAM_ALERT_CHAT_ID }}" \
+              -d parse_mode="HTML" \
+              -d text="🔴 <b>[E2E Health Check]</b> 失敗%0A%0A📅 $(TZ=Asia/Taipei date '+%Y-%m-%d %H:%M')%0A🔗 API 健康檢查未通過%0A%0A請檢查 K3s 叢集狀態"
+          fi

.gitea/workflows/run-migration.yml

@@ -17,6 +17,7 @@ on:
     branches: [main]
     paths:
       - 'apps/api/migrations/*.sql'
+  workflow_dispatch:
 
 env:
   TELEGRAM_ALERT_CHAT_ID: "-1003711974679"
@@ -56,45 +57,101 @@ jobs:
       - name: Identify new migrations
         id: diff
         run: |
-          NEW_FILES=$(git diff --name-only --diff-filter=A HEAD~1 HEAD -- 'apps/api/migrations/*.sql' || true)
+          ALL_NEW_FILES=$(git diff --no-renames --name-only --diff-filter=A HEAD~1 HEAD -- 'apps/api/migrations/*.sql' || true)
+          NEW_FILES=$(echo "$ALL_NEW_FILES" | grep -Ev '(_down|rollback)\.sql$' || true)
+          SKIPPED_ROLLBACK_FILES=$(echo "$ALL_NEW_FILES" | grep -E '(_down|rollback)\.sql$' || true)
           echo "new_files<<EOF" >> $GITHUB_OUTPUT
           echo "$NEW_FILES" >> $GITHUB_OUTPUT
           echo "EOF" >> $GITHUB_OUTPUT
           echo "=== New migration files ==="
           echo "$NEW_FILES"
+          if [ -n "$SKIPPED_ROLLBACK_FILES" ]; then
+            echo "=== Rollback/down migrations skipped by design ==="
+            echo "$SKIPPED_ROLLBACK_FILES"
+          fi
 
       - name: Apply new migrations
         if: steps.diff.outputs.new_files != ''
-        env:
-          # 從 Gitea secrets 取,不直接明碼
-          PGURL: ${{ secrets.MIGRATION_DATABASE_URL }}
         run: |
           set -euo pipefail
+          # 從 Gitea secrets 取，不放 step-level env，避免 runner log 展開。
+          # MIGRATION_DATABASE_URL 是限權帳號；DATABASE_URL 只在 PostgreSQL
+          # 明確回報「必須是 table owner」時作為受控 fallback。
+          PGURL="$(cat <<'AWOOOI_SECRET_MIGRATION_DATABASE_URL'
+          ${{ secrets.MIGRATION_DATABASE_URL }}
+          AWOOOI_SECRET_MIGRATION_DATABASE_URL
+          )"
+          OWNER_PGURL="$(cat <<'AWOOOI_SECRET_DATABASE_URL'
+          ${{ secrets.DATABASE_URL }}
+          AWOOOI_SECRET_DATABASE_URL
+          )"
           if [ -z "$PGURL" ]; then
             echo "::error::MIGRATION_DATABASE_URL secret not set in Gitea"
             exit 1
           fi
           PGURL_PSQL="${PGURL/postgresql+asyncpg:\/\//postgresql:\/\/}"
+          OWNER_PGURL_PSQL="${OWNER_PGURL/postgresql+asyncpg:\/\//postgresql:\/\/}"
+
+          apply_migration() {
+            local url="$1"
+            local file="$2"
+            psql "$url" \
+              -v ON_ERROR_STOP=1 \
+              --single-transaction \
+              -f "$file"
+          }
 
           # 套用每個新檔 (single transaction per file)
           echo "${{ steps.diff.outputs.new_files }}" | while IFS= read -r file; do
             [ -z "$file" ] && continue
             echo "=== Applying: $file ==="
-            psql "$PGURL_PSQL" \
-              -v ON_ERROR_STOP=1 \
-              --single-transaction \
-              -f "$file"
+            migration_err="$(mktemp)"
+            if ! apply_migration "$PGURL_PSQL" "$file" 2>"$migration_err"; then
+              if grep -Eq "(must be owner of table|permission denied for table)" "$migration_err"; then
+                if [ -z "$OWNER_PGURL_PSQL" ]; then
+                  cat "$migration_err" >&2
+                  echo "::error::migration requires table owner but DATABASE_URL secret is not set"
+                  exit 1
+                fi
+                echo "::warning::migration requires table owner; retrying with owner connection"
+                apply_migration "$OWNER_PGURL_PSQL" "$file"
+              else
+                cat "$migration_err" >&2
+                exit 1
+              fi
+            fi
+            rm -f "$migration_err"
             echo "=== OK: $file ==="
           done
 
       - name: Seed asset_discovery_run (audit)
         if: steps.diff.outputs.new_files != ''
-        env:
-          PGURL: ${{ secrets.MIGRATION_DATABASE_URL }}
         run: |
+          set -euo pipefail
+          PGURL="$(cat <<'AWOOOI_SECRET_MIGRATION_DATABASE_URL'
+          ${{ secrets.MIGRATION_DATABASE_URL }}
+          AWOOOI_SECRET_MIGRATION_DATABASE_URL
+          )"
+          OWNER_PGURL="$(cat <<'AWOOOI_SECRET_DATABASE_URL'
+          ${{ secrets.DATABASE_URL }}
+          AWOOOI_SECRET_DATABASE_URL
+          )"
+          if [ -z "$PGURL" ]; then
+            echo "::error::MIGRATION_DATABASE_URL secret not set in Gitea"
+            exit 1
+          fi
           PGURL_PSQL="${PGURL/postgresql+asyncpg:\/\//postgresql:\/\/}"
+          OWNER_PGURL_PSQL="${OWNER_PGURL/postgresql+asyncpg:\/\//postgresql:\/\/}"
           FILES_JSON=$(echo "${{ steps.diff.outputs.new_files }}" | jq -Rn '[inputs | select(length > 0)]')
-          psql "$PGURL_PSQL" -c "
+          SUMMARY_JSON=$(jq -cn \
+            --arg commit_sha "${{ github.sha }}" \
+            --argjson files "$FILES_JSON" \
+            '{type: "ci_migration", commit_sha: $commit_sha, files: $files}')
+          SUMMARY_JSON_SQL=${SUMMARY_JSON//\'/\'\'}
+
+          seed_audit() {
+            local url="$1"
+            psql "$url" -v ON_ERROR_STOP=1 <<SQL
             INSERT INTO asset_discovery_run (
               run_id, triggered_by, scope, scan_depth, status,
               started_at, ended_at, tools_used, summary
@@ -106,23 +163,51 @@ jobs:
               'success',
               NOW(),
               NOW(),
-              '{\"psql\": 1, \"gitea_ci\": 1}'::jsonb,
-              jsonb_build_object(
-                'type', 'ci_migration',
-                'commit_sha', '${{ github.sha }}',
-                'files', $FILES_JSON
-              )
+              '{"psql": 1, "gitea_ci": 1}'::jsonb,
+              '${SUMMARY_JSON_SQL}'::jsonb
             );
-          "
+          SQL
+          }
+
+          audit_err="$(mktemp)"
+          if ! seed_audit "$PGURL_PSQL" 2>"$audit_err"; then
+            if grep -q "permission denied for table asset_discovery_run" "$audit_err"; then
+              if [ -z "$OWNER_PGURL_PSQL" ]; then
+                cat "$audit_err" >&2
+                echo "::error::audit requires table insert privilege but DATABASE_URL secret is not set"
+                exit 1
+              fi
+              echo "::warning::audit requires owner connection; retrying with owner connection"
+              seed_audit "$OWNER_PGURL_PSQL"
+            else
+              cat "$audit_err" >&2
+              exit 1
+            fi
+          fi
+          rm -f "$audit_err"
 
       - name: Notify Telegram (if configured)
         if: always()
         env:
-          TG_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
           TG_CHAT: ${{ env.TELEGRAM_ALERT_CHAT_ID }}
         run: |
+          TG_TOKEN="$(cat <<'AWOOOI_SECRET_TG_TOKEN'
+          ${{ secrets.TELEGRAM_BOT_TOKEN }}
+          AWOOOI_SECRET_TG_TOKEN
+          )"
+          STATUS="${{ job.status }}"
+          CICD_STATUS="success"
+          [ "$STATUS" != "success" ] && CICD_STATUS="failed"
+          if AWOOI_CICD_STATUS="${CICD_STATUS}" \
+            AWOOI_CICD_STAGE=run-migration \
+            AWOOI_CICD_JOB_NAME="Migration CI" \
+            AWOOI_CICD_COMMIT_SHA="${{ github.sha }}" \
+            AWOOI_CICD_SUMMARY="Migration CI: ${STATUS}" \
+            scripts/ci/notify-awoooi-cicd.sh; then
+            echo "Migration notification mirrored through AWOOI API"
+            exit 0
+          fi
           if [ -n "$TG_TOKEN" ] && [ -n "$TG_CHAT" ]; then
-            STATUS="${{ job.status }}"
             MSG="🗄️ Migration CI: \`${STATUS}\` — commit ${{ github.sha }}"
             curl -s -X POST "https://api.telegram.org/bot${TG_TOKEN}/sendMessage" \
               -d chat_id="${TG_CHAT}" \

.github/workflows/cd.yaml

@@ -13,12 +13,10 @@
 
 name: CD
 
+# 2026-05-12 Codex: GitHub 僅保留唯讀備份；生產 CI/CD 只能從 Gitea 執行。
+# 本 workflow 曾可 push / workflow_dispatch 後 build、patch secret、kubectl apply，
+# 會和 `.gitea/workflows/cd.yaml` 競爭 K3s production 狀態，因此硬停用。
 on:
-  push:
-    branches: [main]
-    paths-ignore:
-      - 'docs/**'
-      - '*.md'
   workflow_dispatch:
     inputs:
       force_deploy:
@@ -60,6 +58,7 @@ jobs:
   # ==================== Pre-flight Check (10s Fail-Fast) ====================
   pre-flight-check:
     name: "Pre-flight Check"
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
     timeout-minutes: 1
     steps:
@@ -133,6 +132,7 @@ jobs:
   # 2026-03-29 Claude Code: 確保監控覆蓋率 >= 90%
   monitoring-coverage:
     name: "Monitoring Coverage"
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
     needs: pre-flight-check
     timeout-minutes: 2
@@ -152,6 +152,7 @@ jobs:
   # ==================== 路徑偵測 (使用 dorny/paths-filter) ====================
   detect-changes:
     name: Detect Changes
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
     needs: [pre-flight-check, monitoring-coverage]
     timeout-minutes: 1
@@ -197,11 +198,7 @@ jobs:
     runs-on: [self-hosted, harbor, k8s]
     needs: [detect-changes, build-web]
     timeout-minutes: 20
-    if: |
-      !inputs.skip_api && (
-        needs.detect-changes.outputs.api == 'true' ||
-        (needs.detect-changes.outputs.api == 'false' && needs.detect-changes.outputs.web == 'false')
-      )
+    if: ${{ false }}
     outputs:
       image_tag: ${{ steps.tag.outputs.tag }}
     steps:
@@ -238,11 +235,7 @@ jobs:
     runs-on: [self-hosted, harbor, k8s]
     needs: detect-changes
     timeout-minutes: 20
-    if: |
-      !inputs.skip_web && (
-        needs.detect-changes.outputs.web == 'true' ||
-        (needs.detect-changes.outputs.api == 'false' && needs.detect-changes.outputs.web == 'false')
-      )
+    if: ${{ false }}
     outputs:
       image_tag: ${{ steps.tag.outputs.tag }}
     steps:
@@ -293,7 +286,7 @@ jobs:
     concurrency:
       group: runner-awoooi-cd-mutex
       cancel-in-progress: false
-    if: always() && (needs.build-api.result == 'success' || needs.build-api.result == 'skipped') && (needs.build-web.result == 'success' || needs.build-web.result == 'skipped')
+    if: ${{ false }}
     environment: production
     steps:
       # 2026-03-29: Runner 診斷檔案清理 (防止並行衝突)

.github/workflows/deploy-prod.yml

@@ -14,15 +14,10 @@
 
 name: Deploy to Production
 
+# 2026-05-12 Codex: GitHub 是唯讀備份，production deploy 只能從 Gitea 進入。
+# 這份歷史 workflow 仍含 Harbor build/push 與 kubectl apply/rollout，會和 Gitea CD 競爭。
+# 保留檔案供稽核，但停用所有 job。
 on:
-  push:
-    branches:
-      - main
-    paths:
-      - 'apps/api/**'
-      - 'apps/web/**'
-      - 'k8s/awoooi-prod/**'
-      - '.github/workflows/deploy-prod.yml'
   workflow_dispatch:
     inputs:
       deploy_api:
@@ -70,6 +65,7 @@ jobs:
   # ===========================================================================
   build:
     name: "Build Images"
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
     outputs:
       image_tag: ${{ steps.meta.outputs.tag }}
@@ -138,6 +134,7 @@ jobs:
   deploy:
     name: "Deploy to K3s"
     needs: build
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
 
     steps:
@@ -210,7 +207,7 @@ jobs:
   smoke-test:
     name: "Smoke Tests"
     needs: deploy
-    if: ${{ !inputs.skip_tests }}
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
 
     steps:
@@ -248,7 +245,7 @@ jobs:
   notify:
     name: "Send Notification"
     needs: [build, deploy, smoke-test]
-    if: always()
+    if: ${{ false }}
     runs-on: [self-hosted, harbor, k8s]
 
     steps:

.gitignore

@@ -93,3 +93,4 @@ tsconfig.tsbuildinfo
 !.aiderignore
 .claude/settings.local.json
 .claude/settings.json
+.claude/settings.json.bak*

AGENTS.md

@@ -31,6 +31,9 @@
 
 ## 🔴 絕對禁止 → [HARD_RULES.md](docs/HARD_RULES.md)
 
+## 🔴 文件語言鐵律 → [文件語言規範](docs/HARD_RULES.md#文件語言規範)
+Markdown、ADR、LOGBOOK、Runbook、交接文件與計畫文件一律使用繁體中文；程式符號、API、指令、錯誤碼、服務名稱與原始 log 可保留英文。
+
 ## 🔴 紅區治理 → [RED_ZONES.md](docs/RED_ZONES.md)
 Tier 3 核心檔案 (decision_manager, trust_engine, config 等) 修改需首席架構師授權
 

apps/api/migrations/adr090_capacity_violation_metric_types_2026-05-07.sql

@@ -0,0 +1,49 @@
+-- ADR-090 capacity_violation_event metric violation types
+-- 日期：2026-05-07（台北）
+-- 目的：讓 capacity_scanner_job.py 寫入的 cpu/mem/swap 細項違規符合 DB constraint。
+--
+-- 背景：
+--   capacity_scanner_job.py 會寫入：
+--     - cpu_over_threshold
+--     - mem_over_threshold
+--     - swap_over_threshold
+--   但原始 ADR-090 DDL 只允許較粗的 host_saturation，導致 production 出現
+--   capacity_violation_event_type_valid check violation，容量治理事件漏記。
+
+BEGIN;
+
+ALTER TABLE capacity_violation_event
+    DROP CONSTRAINT IF EXISTS capacity_violation_event_type_valid;
+
+ALTER TABLE capacity_violation_event
+    ADD CONSTRAINT capacity_violation_event_type_valid
+    CHECK (violation_type IN (
+        'no_limit_set',
+        'over_request',
+        'over_limit',
+        'host_saturation',
+        'over_sla_budget',
+        'unauthorized_new_deploy',
+        'cpu_over_threshold',
+        'mem_over_threshold',
+        'swap_over_threshold',
+        'load_over_threshold'
+    ));
+
+COMMIT;
+
+-- Rollback（需人工確認後執行）：
+-- BEGIN;
+-- ALTER TABLE capacity_violation_event
+--     DROP CONSTRAINT IF EXISTS capacity_violation_event_type_valid;
+-- ALTER TABLE capacity_violation_event
+--     ADD CONSTRAINT capacity_violation_event_type_valid
+--     CHECK (violation_type IN (
+--         'no_limit_set',
+--         'over_request',
+--         'over_limit',
+--         'host_saturation',
+--         'over_sla_budget',
+--         'unauthorized_new_deploy'
+--     ));
+-- COMMIT;

apps/api/migrations/adr090d_ansible_operation_types.sql

@@ -0,0 +1,36 @@
+-- ADR-090-D: automation_operation_log.operation_type adds Ansible executor audit states
+-- Created: 2026-05-12 Taipei
+--
+-- Purpose:
+--   T3 Ansible declarative executor visibility. These operation types allow
+--   the AI automation truth chain to record that Ansible was matched,
+--   check-mode executed, applied, rolled back, or explicitly skipped.
+--
+-- Safety:
+--   This migration only expands the CHECK allowlist. It does not execute
+--   Ansible, change approval behavior, or create auto-remediation rows.
+
+ALTER TABLE automation_operation_log
+    DROP CONSTRAINT IF EXISTS automation_operation_log_type_valid;
+
+ALTER TABLE automation_operation_log
+    ADD CONSTRAINT automation_operation_log_type_valid CHECK (operation_type IN (
+        'monitor_configured','monitor_removed',
+        'alert_fired','alert_suppressed','alert_routed',
+        'rule_created','rule_updated','rule_matched','rule_rejected','rule_deprecated',
+        'playbook_generated','playbook_updated','playbook_executed',
+        'remediation_executed','remediation_verified','remediation_rolled_back',
+        'self_correction_attempted',
+        'km_created','km_updated','km_linked',
+        'asset_discovered','coverage_recalculated',
+        'capacity_recommendation','quota_enforced',
+        'notification_formatted',
+        'ansible_candidate_matched',
+        'ansible_check_mode_executed',
+        'ansible_apply_executed',
+        'ansible_rollback_executed',
+        'ansible_execution_skipped'
+    ));
+
+COMMENT ON CONSTRAINT automation_operation_log_type_valid ON automation_operation_log IS
+    'ADR-090-D: allow first-class Ansible executor audit states for AwoooP truth-chain visibility.';

apps/api/migrations/adr090d_ansible_operation_types_down.sql

@@ -0,0 +1,19 @@
+-- ADR-090-D rollback: remove Ansible executor audit states from operation_type allowlist.
+-- Only apply after confirming no automation_operation_log rows use ansible_* operation types.
+
+ALTER TABLE automation_operation_log
+    DROP CONSTRAINT IF EXISTS automation_operation_log_type_valid;
+
+ALTER TABLE automation_operation_log
+    ADD CONSTRAINT automation_operation_log_type_valid CHECK (operation_type IN (
+        'monitor_configured','monitor_removed',
+        'alert_fired','alert_suppressed','alert_routed',
+        'rule_created','rule_updated','rule_matched','rule_rejected','rule_deprecated',
+        'playbook_generated','playbook_updated','playbook_executed',
+        'remediation_executed','remediation_verified','remediation_rolled_back',
+        'self_correction_attempted',
+        'km_created','km_updated','km_linked',
+        'asset_discovered','coverage_recalculated',
+        'capacity_recommendation','quota_enforced',
+        'notification_formatted'
+    ));

apps/api/migrations/awooop_awoooi_mcp_approval_executor_ssh_gateway_2026-05-13.sql

@@ -0,0 +1,164 @@
+-- T9: approved SSH execution MCP Gateway seed
+-- 目的：讓 Telegram/Approval 已批准的 SSH 修復動作通過 AwoooP Gateway 五閘門。
+-- 邊界：只授權 approval_executor；write/admin 仍需 Gate 5 短效 approval key。
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+WITH agent_body AS (
+    SELECT jsonb_build_object(
+        'schema_version', 'awooop_agent_contract_v1',
+        'agent_id', 'approval_executor',
+        'display_name', 'Approval Executor',
+        'project_id', 'awoooi',
+        'purpose', 'Approved SSH execution through AwoooP MCP Gateway',
+        'allowed_scopes', jsonb_build_array('read', 'write', 'admin'),
+        'requires_gate5_for_scopes', jsonb_build_array('write', 'admin'),
+        'stage', 't9_ssh_approval_gateway'
+    ) AS body_json
+),
+inserted_revision AS (
+    INSERT INTO awooop_contract_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        version_major,
+        version_minor,
+        lifecycle_status,
+        body_json,
+        body_hash,
+        body_schema_version,
+        publisher_id,
+        published_at
+    )
+    SELECT
+        'awoooi',
+        'agent',
+        'approval_executor',
+        1,
+        0,
+        'active',
+        body_json,
+        encode(digest(body_json::text, 'sha256'), 'hex'),
+        'v1.0',
+        'migration:t9_ssh_approval_gateway',
+        NOW()
+    FROM agent_body
+    ON CONFLICT (project_id, contract_family, contract_id, version_major, version_minor)
+    DO NOTHING
+    RETURNING revision_id, project_id, contract_family, contract_id
+),
+chosen_revision AS (
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM inserted_revision
+    UNION ALL
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM awooop_contract_revisions
+    WHERE project_id = 'awoooi'
+      AND contract_family = 'agent'
+      AND contract_id = 'approval_executor'
+      AND version_major = 1
+      AND version_minor = 0
+      AND lifecycle_status = 'active'
+),
+upsert_pointer AS (
+    INSERT INTO awooop_active_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        active_revision_id,
+        updated_at
+    )
+    SELECT DISTINCT ON (project_id, contract_family, contract_id)
+        project_id,
+        contract_family,
+        contract_id,
+        revision_id,
+        NOW()
+    FROM chosen_revision
+    ORDER BY project_id, contract_family, contract_id, revision_id
+    ON CONFLICT (project_id, contract_family, contract_id)
+    DO UPDATE SET
+        active_revision_id = EXCLUDED.active_revision_id,
+        updated_at = NOW()
+    RETURNING contract_id
+)
+SELECT 'approval_executor_active_contracts', count(*) FROM upsert_pointer;
+
+WITH gateway_tools(tool_name, description, required_scope) AS (
+    VALUES
+        ('ssh_diagnose', 'SSH host diagnosis read', 'read'),
+        ('ssh_docker_restart', 'Approved Docker container restart over SSH', 'write'),
+        ('ssh_docker_compose_restart', 'Approved Docker Compose service restart over SSH', 'write'),
+        ('ssh_systemctl_restart', 'Approved systemd service restart over SSH', 'write'),
+        ('ssh_clear_docker_logs', 'Approved Docker log truncation over SSH', 'write'),
+        ('ssh_renew_ssl', 'Approved certbot renewal over SSH', 'write'),
+        ('ssh_reload_nginx', 'Approved nginx config test and reload over SSH', 'write'),
+        ('ssh_docker_prune', 'Approved Docker prune over SSH with provider disk guard', 'admin')
+),
+upsert_tools AS (
+    INSERT INTO awooop_mcp_tool_registry (
+        project_id,
+        tool_name,
+        tool_type,
+        description,
+        allowed_scopes,
+        environment_tags,
+        is_active,
+        updated_at
+    )
+    SELECT
+        'awoooi',
+        tool_name,
+        'mcp_server',
+        description,
+        jsonb_build_array(required_scope),
+        '{"env": "prod"}'::jsonb,
+        TRUE,
+        NOW()
+    FROM gateway_tools
+    ON CONFLICT (project_id, tool_name)
+    DO UPDATE SET
+        description = EXCLUDED.description,
+        allowed_scopes = EXCLUDED.allowed_scopes,
+        environment_tags = EXCLUDED.environment_tags,
+        is_active = TRUE,
+        updated_at = NOW()
+    RETURNING tool_id, tool_name, allowed_scopes
+),
+upsert_grants AS (
+    INSERT INTO awooop_mcp_grants (
+        project_id,
+        agent_id,
+        tool_id,
+        granted_by,
+        granted_scopes,
+        expires_at,
+        is_revoked,
+        revoked_at,
+        revoked_by
+    )
+    SELECT
+        'awoooi',
+        'approval_executor',
+        tool_id,
+        'migration:t9_ssh_approval_gateway',
+        allowed_scopes,
+        NULL,
+        FALSE,
+        NULL,
+        NULL
+    FROM upsert_tools
+    ON CONFLICT (project_id, agent_id, tool_id)
+    DO UPDATE SET
+        granted_by = EXCLUDED.granted_by,
+        granted_scopes = EXCLUDED.granted_scopes,
+        expires_at = NULL,
+        is_revoked = FALSE,
+        revoked_at = NULL,
+        revoked_by = NULL
+    RETURNING grant_id
+)
+SELECT
+    'approval_executor_ssh_gateway',
+    (SELECT count(*) FROM upsert_tools) AS tool_rows,
+    (SELECT count(*) FROM upsert_grants) AS grant_rows;

apps/api/migrations/awooop_awoooi_mcp_approval_executor_ssh_gateway_2026-05-13_down.sql

@@ -0,0 +1,43 @@
+-- Rollback for T9 approved SSH execution MCP Gateway seed.
+-- Contract revisions are append-only; rollback revokes approval_executor grants
+-- and deactivates only the write/admin tools introduced here.
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_mcp_grants
+SET
+    is_revoked = TRUE,
+    revoked_at = NOW(),
+    revoked_by = 'rollback:t9_ssh_approval_gateway'
+WHERE project_id = 'awoooi'
+  AND agent_id = 'approval_executor'
+  AND granted_by = 'migration:t9_ssh_approval_gateway'
+  AND is_revoked = FALSE;
+
+UPDATE awooop_mcp_tool_registry
+SET
+    is_active = FALSE,
+    updated_at = NOW()
+WHERE project_id = 'awoooi'
+  AND tool_name IN (
+      'ssh_docker_restart',
+      'ssh_docker_compose_restart',
+      'ssh_systemctl_restart',
+      'ssh_clear_docker_logs',
+      'ssh_renew_ssl',
+      'ssh_reload_nginx',
+      'ssh_docker_prune'
+  );
+
+DELETE FROM awooop_active_revisions
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id = 'approval_executor';
+
+UPDATE awooop_contract_revisions
+SET lifecycle_status = 'revoked'
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id = 'approval_executor'
+  AND publisher_id = 'migration:t9_ssh_approval_gateway'
+  AND lifecycle_status = 'active';

apps/api/migrations/awooop_awoooi_mcp_auto_repair_executor_read_gateway_2026-05-14.sql

@@ -0,0 +1,166 @@
+-- T23: auto-repair executor read-only MCP Gateway seed
+-- 目的：讓 YAML_RULE/PlayBook 的只讀 SSH 診斷步驟經過 AwoooP MCP Gateway。
+-- 邊界：只授權 read scope；write/admin SSH 工具仍必須走 approval_executor + Gate 5。
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+WITH agent_body AS (
+    SELECT jsonb_build_object(
+        'schema_version', 'awooop_agent_contract_v1',
+        'agent_id', 'auto_repair_executor',
+        'display_name', 'Auto Repair Executor',
+        'project_id', 'awoooi',
+        'purpose', 'Read-only auto-repair diagnostics through AwoooP MCP Gateway',
+        'allowed_scopes', jsonb_build_array('read'),
+        'forbidden_scopes', jsonb_build_array('write', 'admin'),
+        'stage', 't23_auto_repair_diagnostic_gateway'
+    ) AS body_json
+),
+inserted_revision AS (
+    INSERT INTO awooop_contract_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        version_major,
+        version_minor,
+        lifecycle_status,
+        body_json,
+        body_hash,
+        body_schema_version,
+        publisher_id,
+        published_at
+    )
+    SELECT
+        'awoooi',
+        'agent',
+        'auto_repair_executor',
+        1,
+        0,
+        'active',
+        body_json,
+        encode(digest(body_json::text, 'sha256'), 'hex'),
+        'v1.0',
+        'migration:t23_auto_repair_executor_read_gateway',
+        NOW()
+    FROM agent_body
+    ON CONFLICT (project_id, contract_family, contract_id, version_major, version_minor)
+    DO NOTHING
+    RETURNING revision_id, project_id, contract_family, contract_id
+),
+chosen_revision AS (
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM inserted_revision
+    UNION ALL
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM awooop_contract_revisions
+    WHERE project_id = 'awoooi'
+      AND contract_family = 'agent'
+      AND contract_id = 'auto_repair_executor'
+      AND version_major = 1
+      AND version_minor = 0
+      AND lifecycle_status = 'active'
+),
+upsert_pointer AS (
+    INSERT INTO awooop_active_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        active_revision_id,
+        updated_at
+    )
+    SELECT DISTINCT ON (project_id, contract_family, contract_id)
+        project_id,
+        contract_family,
+        contract_id,
+        revision_id,
+        NOW()
+    FROM chosen_revision
+    ORDER BY project_id, contract_family, contract_id, revision_id
+    ON CONFLICT (project_id, contract_family, contract_id)
+    DO UPDATE SET
+        active_revision_id = EXCLUDED.active_revision_id,
+        updated_at = NOW()
+    RETURNING contract_id
+)
+SELECT 'auto_repair_executor_active_contracts', count(*) FROM upsert_pointer;
+
+WITH read_tools(tool_name, description) AS (
+    VALUES
+        ('ssh_diagnose', 'SSH host/container diagnosis read'),
+        ('ssh_get_top_processes', 'SSH top processes read'),
+        ('ssh_get_disk_usage', 'SSH disk usage read'),
+        ('ssh_get_memory_info', 'SSH memory info read'),
+        ('ssh_get_container_logs', 'SSH container logs read'),
+        ('ssh_get_container_status', 'SSH container status read'),
+        ('ssh_get_service_status', 'SSH service status read'),
+        ('ssh_check_port', 'SSH port check read'),
+        ('ssh_get_nginx_error_log', 'SSH nginx error log read'),
+        ('ssh_get_swap_info', 'SSH swap info read')
+),
+upsert_tools AS (
+    INSERT INTO awooop_mcp_tool_registry (
+        project_id,
+        tool_name,
+        tool_type,
+        description,
+        allowed_scopes,
+        environment_tags,
+        is_active,
+        updated_at
+    )
+    SELECT
+        'awoooi',
+        tool_name,
+        'mcp_server',
+        description,
+        '["read"]'::jsonb,
+        '{"env": "prod"}'::jsonb,
+        TRUE,
+        NOW()
+    FROM read_tools
+    ON CONFLICT (project_id, tool_name)
+    DO UPDATE SET
+        description = EXCLUDED.description,
+        allowed_scopes = EXCLUDED.allowed_scopes,
+        environment_tags = EXCLUDED.environment_tags,
+        is_active = TRUE,
+        updated_at = NOW()
+    RETURNING tool_id, tool_name, allowed_scopes
+),
+upsert_grants AS (
+    INSERT INTO awooop_mcp_grants (
+        project_id,
+        agent_id,
+        tool_id,
+        granted_by,
+        granted_scopes,
+        expires_at,
+        is_revoked,
+        revoked_at,
+        revoked_by
+    )
+    SELECT
+        'awoooi',
+        'auto_repair_executor',
+        tool_id,
+        'migration:t23_auto_repair_executor_read_gateway',
+        allowed_scopes,
+        NULL,
+        FALSE,
+        NULL,
+        NULL
+    FROM upsert_tools
+    ON CONFLICT (project_id, agent_id, tool_id)
+    DO UPDATE SET
+        granted_by = EXCLUDED.granted_by,
+        granted_scopes = EXCLUDED.granted_scopes,
+        expires_at = NULL,
+        is_revoked = FALSE,
+        revoked_at = NULL,
+        revoked_by = NULL
+    RETURNING grant_id
+)
+SELECT
+    'auto_repair_executor_read_gateway',
+    (SELECT count(*) FROM upsert_tools) AS tool_rows,
+    (SELECT count(*) FROM upsert_grants) AS grant_rows;

apps/api/migrations/awooop_awoooi_mcp_auto_repair_executor_read_gateway_2026-05-14_down.sql

@@ -0,0 +1,24 @@
+-- Rollback T23 auto-repair executor read-only MCP Gateway grant.
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_mcp_grants
+SET is_revoked = TRUE,
+    revoked_at = NOW(),
+    revoked_by = 'rollback:t23_auto_repair_executor_read_gateway'
+WHERE project_id = 'awoooi'
+  AND agent_id = 'auto_repair_executor'
+  AND granted_by = 'migration:t23_auto_repair_executor_read_gateway';
+
+DELETE FROM awooop_active_revisions
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id = 'auto_repair_executor';
+
+UPDATE awooop_contract_revisions
+SET lifecycle_status = 'retired'
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id = 'auto_repair_executor'
+  AND publisher_id = 'migration:t23_auto_repair_executor_read_gateway'
+  AND lifecycle_status = 'active';

apps/api/migrations/awooop_awoooi_mcp_gateway_project_shadow_2026-05-13.sql

@@ -0,0 +1,25 @@
+-- =============================================================================
+-- AwoooP / AWOOOI MCP Gateway Shadow Onboarding
+-- 2026-05-13 Codex + ogt
+--
+-- 背景：
+--   AWOOOI 已完成 read-only MCP tool registry / grants seed，但 project 本身仍停在
+--   legacy_awoooi_default，會被 MCP Gateway Gate 1 正確攔截。
+--
+-- 邊界：
+--   只把 AWOOOI 租戶升到 shadow，讓既有 Gate 1 生效。
+--   write/admin tool 仍未授權；自動修復/破壞性動作不因本 migration 開放。
+-- =============================================================================
+
+BEGIN;
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_projects
+SET
+    migration_mode = 'shadow',
+    updated_at = NOW()
+WHERE project_id = 'awoooi'
+  AND migration_mode = 'legacy_awoooi_default';
+
+COMMIT;

apps/api/migrations/awooop_awoooi_mcp_gateway_project_shadow_2026-05-13_down.sql

@@ -0,0 +1,20 @@
+-- =============================================================================
+-- Rollback: AwoooP / AWOOOI MCP Gateway Shadow Onboarding
+-- 2026-05-13 Codex + ogt
+--
+-- 只回退仍停在 shadow 的 AWOOOI；若已由人工/後續 migration 推進到 canary/active，
+-- 不自動降級。
+-- =============================================================================
+
+BEGIN;
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_projects
+SET
+    migration_mode = 'legacy_awoooi_default',
+    updated_at = NOW()
+WHERE project_id = 'awoooi'
+  AND migration_mode = 'shadow';
+
+COMMIT;

apps/api/migrations/awooop_awoooi_mcp_read_gateway_seed_v3_2026-05-13.sql

@@ -0,0 +1,211 @@
+-- T7: awoooi read-only MCP Gateway seed
+-- 目的：讓決策前感官 MCP 能通過 AwoooP Gateway Gate 2/3，產生 first-class audit。
+-- 邊界：只授權 read scope；不授權 restart/delete/scale/apply/rollback 等 write/admin 工具。
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+WITH agent_seed(agent_id, display_name) AS (
+    VALUES
+        ('pre_decision_investigator', 'Pre-decision Investigator'),
+        ('post_execution_verifier', 'Post-execution Verifier')
+),
+agent_body AS (
+    SELECT
+        agent_id,
+        jsonb_build_object(
+            'schema_version', 'awooop_agent_contract_v1',
+            'agent_id', agent_id,
+            'display_name', display_name,
+            'project_id', 'awoooi',
+            'purpose', 'Read-only MCP sensing through AwoooP Gateway',
+            'allowed_scopes', jsonb_build_array('read'),
+            'forbidden_scopes', jsonb_build_array('write', 'admin'),
+            'stage', 't7_mcp_gateway_read_sense'
+        ) AS body_json
+    FROM agent_seed
+),
+inserted_revision AS (
+    INSERT INTO awooop_contract_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        version_major,
+        version_minor,
+        lifecycle_status,
+        body_json,
+        body_hash,
+        body_schema_version,
+        publisher_id,
+        published_at
+    )
+    SELECT
+        'awoooi',
+        'agent',
+        agent_id,
+        1,
+        0,
+        'active',
+        body_json,
+        encode(digest(body_json::text, 'sha256'), 'hex'),
+        'v1.0',
+        'migration:t7_mcp_gateway_read_seed',
+        NOW()
+    FROM agent_body
+    ON CONFLICT (project_id, contract_family, contract_id, version_major, version_minor)
+    DO NOTHING
+    RETURNING revision_id, project_id, contract_family, contract_id
+),
+chosen_revision AS (
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM inserted_revision
+    UNION ALL
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM awooop_contract_revisions
+    WHERE project_id = 'awoooi'
+      AND contract_family = 'agent'
+      AND contract_id IN (SELECT agent_id FROM agent_seed)
+      AND version_major = 1
+      AND version_minor = 0
+      AND lifecycle_status = 'active'
+),
+upsert_pointer AS (
+    INSERT INTO awooop_active_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        active_revision_id,
+        updated_at
+    )
+    SELECT DISTINCT ON (project_id, contract_family, contract_id)
+        project_id,
+        contract_family,
+        contract_id,
+        revision_id,
+        NOW()
+    FROM chosen_revision
+    ORDER BY project_id, contract_family, contract_id, revision_id
+    ON CONFLICT (project_id, contract_family, contract_id)
+    DO UPDATE SET
+        active_revision_id = EXCLUDED.active_revision_id,
+        updated_at = NOW()
+    RETURNING contract_id
+)
+SELECT 'active_agent_contracts', count(*) FROM upsert_pointer;
+
+WITH read_tools(tool_name, description) AS (
+    VALUES
+        ('k8s_get_pod_logs', 'Kubernetes pod logs read'),
+        ('k8s_get_events', 'Kubernetes events read'),
+        ('k8s_describe_pod', 'Kubernetes pod describe read'),
+        ('k8s_get_hpa_status', 'Kubernetes HPA status read'),
+        ('k8s_get_node_conditions', 'Kubernetes node conditions read'),
+        ('ssh_diagnose', 'SSH host diagnosis read'),
+        ('ssh_get_top_processes', 'SSH top processes read'),
+        ('ssh_get_disk_usage', 'SSH disk usage read'),
+        ('ssh_get_memory_info', 'SSH memory info read'),
+        ('ssh_get_container_logs', 'SSH container logs read'),
+        ('ssh_get_container_status', 'SSH container status read'),
+        ('ssh_get_service_status', 'SSH service status read'),
+        ('ssh_check_port', 'SSH port check read'),
+        ('ssh_get_nginx_error_log', 'SSH nginx error log read'),
+        ('ssh_get_swap_info', 'SSH swap info read'),
+        ('prometheus_query', 'Prometheus instant query read'),
+        ('prometheus_query_range', 'Prometheus range query read'),
+        ('prometheus_get_alert_history', 'Prometheus alert history read'),
+        ('gold_metrics', 'SigNoz gold metrics read'),
+        ('trace_url', 'SigNoz trace URL read'),
+        ('system_metrics', 'SigNoz system metrics read'),
+        ('query_logs', 'SigNoz logs read'),
+        ('error_logs_summary', 'SigNoz error logs summary read'),
+        ('list_approvals', 'Approval records read'),
+        ('get_approval', 'Approval detail read'),
+        ('list_incidents', 'Incident records read'),
+        ('list_timeline', 'Timeline records read'),
+        ('read_file', 'Filesystem allowlisted file read'),
+        ('list_directory', 'Filesystem allowlisted directory read'),
+        ('search_in_file', 'Filesystem allowlisted file search'),
+        ('list_dashboards', 'Grafana dashboards read'),
+        ('get_dashboard', 'Grafana dashboard read'),
+        ('get_panel_data', 'Grafana panel data read'),
+        ('generate_dashboard_url', 'Grafana dashboard URL read'),
+        ('search_runbook', 'Runbook semantic search read'),
+        ('get_index_stats', 'Runbook index stats read'),
+        ('argocd_list_apps', 'ArgoCD apps read'),
+        ('argocd_get_app_status', 'ArgoCD app status read'),
+        ('argocd_get_sync_history', 'ArgoCD sync history read'),
+        ('sentry_list_issues', 'Sentry issues read'),
+        ('sentry_get_issue', 'Sentry issue detail read'),
+        ('sentry_search_issues', 'Sentry issue search read')
+),
+upsert_tools AS (
+    INSERT INTO awooop_mcp_tool_registry (
+        project_id,
+        tool_name,
+        tool_type,
+        description,
+        allowed_scopes,
+        environment_tags,
+        is_active,
+        updated_at
+    )
+    SELECT
+        'awoooi',
+        tool_name,
+        'mcp_server',
+        description,
+        '["read"]'::jsonb,
+        '{"env": "prod"}'::jsonb,
+        TRUE,
+        NOW()
+    FROM read_tools
+    ON CONFLICT (project_id, tool_name)
+    DO UPDATE SET
+        description = EXCLUDED.description,
+        allowed_scopes = EXCLUDED.allowed_scopes,
+        environment_tags = EXCLUDED.environment_tags,
+        is_active = TRUE,
+        updated_at = NOW()
+    RETURNING tool_id
+),
+grant_agents(agent_id) AS (
+    VALUES
+        ('pre_decision_investigator'),
+        ('post_execution_verifier')
+),
+upsert_grants AS (
+    INSERT INTO awooop_mcp_grants (
+        project_id,
+        agent_id,
+        tool_id,
+        granted_by,
+        granted_scopes,
+        expires_at,
+        is_revoked,
+        revoked_at,
+        revoked_by
+    )
+    SELECT
+        'awoooi',
+        grant_agents.agent_id,
+        upsert_tools.tool_id,
+        'migration:t7_mcp_gateway_read_seed',
+        '["read"]'::jsonb,
+        NULL,
+        FALSE,
+        NULL,
+        NULL
+    FROM upsert_tools
+    CROSS JOIN grant_agents
+    ON CONFLICT (project_id, agent_id, tool_id)
+    DO UPDATE SET
+        granted_scopes = EXCLUDED.granted_scopes,
+        expires_at = NULL,
+        is_revoked = FALSE,
+        revoked_at = NULL,
+        revoked_by = NULL
+    RETURNING grant_id
+)
+SELECT
+    'awoooi_read_tools',
+    (SELECT count(*) FROM upsert_tools) AS tool_rows,
+    (SELECT count(*) FROM upsert_grants) AS grant_rows;

apps/api/migrations/awooop_awoooi_mcp_read_gateway_seed_v3_2026-05-13_down.sql

@@ -0,0 +1,77 @@
+-- Rollback for T7 awoooi read-only MCP Gateway seed.
+-- Contract revisions are append-only; rollback revokes grants and deactivates the seeded read tools.
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_mcp_grants
+SET
+    is_revoked = TRUE,
+    revoked_at = NOW(),
+    revoked_by = 'rollback:t7_mcp_gateway_read_seed'
+WHERE project_id = 'awoooi'
+  AND agent_id IN ('pre_decision_investigator', 'post_execution_verifier')
+  AND granted_by = 'migration:t7_mcp_gateway_read_seed'
+  AND is_revoked = FALSE;
+
+UPDATE awooop_mcp_tool_registry
+SET
+    is_active = FALSE,
+    updated_at = NOW()
+WHERE project_id = 'awoooi'
+  AND tool_name IN (
+      'k8s_get_pod_logs',
+      'k8s_get_events',
+      'k8s_describe_pod',
+      'k8s_get_hpa_status',
+      'k8s_get_node_conditions',
+      'ssh_diagnose',
+      'ssh_get_top_processes',
+      'ssh_get_disk_usage',
+      'ssh_get_memory_info',
+      'ssh_get_container_logs',
+      'ssh_get_container_status',
+      'ssh_get_service_status',
+      'ssh_check_port',
+      'ssh_get_nginx_error_log',
+      'ssh_get_swap_info',
+      'prometheus_query',
+      'prometheus_query_range',
+      'prometheus_get_alert_history',
+      'gold_metrics',
+      'trace_url',
+      'system_metrics',
+      'query_logs',
+      'error_logs_summary',
+      'list_approvals',
+      'get_approval',
+      'list_incidents',
+      'list_timeline',
+      'read_file',
+      'list_directory',
+      'search_in_file',
+      'list_dashboards',
+      'get_dashboard',
+      'get_panel_data',
+      'generate_dashboard_url',
+      'search_runbook',
+      'get_index_stats',
+      'argocd_list_apps',
+      'argocd_get_app_status',
+      'argocd_get_sync_history',
+      'sentry_list_issues',
+      'sentry_get_issue',
+      'sentry_search_issues'
+  );
+
+DELETE FROM awooop_active_revisions
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id IN ('pre_decision_investigator', 'post_execution_verifier');
+
+UPDATE awooop_contract_revisions
+SET lifecycle_status = 'revoked'
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id IN ('pre_decision_investigator', 'post_execution_verifier')
+  AND publisher_id = 'migration:t7_mcp_gateway_read_seed'
+  AND lifecycle_status = 'active';

apps/api/migrations/awooop_awoooi_mcp_read_gateway_seed_v4_2026-05-13.sql

@@ -0,0 +1,213 @@
+-- T7: awoooi read-only MCP Gateway seed
+-- 目的：讓決策前感官 MCP 能通過 AwoooP Gateway Gate 2/3，產生 first-class audit。
+-- 邊界：只授權 read scope；不授權 restart/delete/scale/apply/rollback 等 write/admin 工具。
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+WITH agent_seed(agent_id, display_name) AS (
+    VALUES
+        ('pre_decision_investigator', 'Pre-decision Investigator'),
+        ('post_execution_verifier', 'Post-execution Verifier')
+),
+agent_body AS (
+    SELECT
+        agent_id,
+        jsonb_build_object(
+            'schema_version', 'awooop_agent_contract_v1',
+            'agent_id', agent_id,
+            'display_name', display_name,
+            'project_id', 'awoooi',
+            'purpose', 'Read-only MCP sensing through AwoooP Gateway',
+            'allowed_scopes', jsonb_build_array('read'),
+            'forbidden_scopes', jsonb_build_array('write', 'admin'),
+            'stage', 't7_mcp_gateway_read_sense'
+        ) AS body_json
+    FROM agent_seed
+),
+inserted_revision AS (
+    INSERT INTO awooop_contract_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        version_major,
+        version_minor,
+        lifecycle_status,
+        body_json,
+        body_hash,
+        body_schema_version,
+        publisher_id,
+        published_at
+    )
+    SELECT
+        'awoooi',
+        'agent',
+        agent_id,
+        1,
+        0,
+        'active',
+        body_json,
+        encode(digest(body_json::text, 'sha256'), 'hex'),
+        'v1.0',
+        'migration:t7_mcp_gateway_read_seed',
+        NOW()
+    FROM agent_body
+    ON CONFLICT (project_id, contract_family, contract_id, version_major, version_minor)
+    DO NOTHING
+    RETURNING revision_id, project_id, contract_family, contract_id
+),
+chosen_revision AS (
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM inserted_revision
+    UNION ALL
+    SELECT revision_id, project_id, contract_family, contract_id
+    FROM awooop_contract_revisions
+    WHERE project_id = 'awoooi'
+      AND contract_family = 'agent'
+      AND contract_id IN (SELECT agent_id FROM agent_seed)
+      AND version_major = 1
+      AND version_minor = 0
+      AND lifecycle_status = 'active'
+),
+upsert_pointer AS (
+    INSERT INTO awooop_active_revisions (
+        project_id,
+        contract_family,
+        contract_id,
+        active_revision_id,
+        updated_at
+    )
+    SELECT DISTINCT ON (project_id, contract_family, contract_id)
+        project_id,
+        contract_family,
+        contract_id,
+        revision_id,
+        NOW()
+    FROM chosen_revision
+    ORDER BY project_id, contract_family, contract_id, revision_id
+    ON CONFLICT (project_id, contract_family, contract_id)
+    DO UPDATE SET
+        active_revision_id = EXCLUDED.active_revision_id,
+        updated_at = NOW()
+    RETURNING contract_id
+)
+SELECT 'active_agent_contracts', count(*) FROM upsert_pointer;
+
+WITH read_tools(tool_name, description) AS (
+    VALUES
+        ('k8s_get_pod_logs', 'Kubernetes pod logs read'),
+        ('k8s_get_events', 'Kubernetes events read'),
+        ('k8s_describe_pod', 'Kubernetes pod describe read'),
+        ('k8s_get_hpa_status', 'Kubernetes HPA status read'),
+        ('k8s_get_node_conditions', 'Kubernetes node conditions read'),
+        ('ssh_diagnose', 'SSH host diagnosis read'),
+        ('ssh_get_top_processes', 'SSH top processes read'),
+        ('ssh_get_disk_usage', 'SSH disk usage read'),
+        ('ssh_get_memory_info', 'SSH memory info read'),
+        ('ssh_get_container_logs', 'SSH container logs read'),
+        ('ssh_get_container_status', 'SSH container status read'),
+        ('ssh_get_service_status', 'SSH service status read'),
+        ('ssh_check_port', 'SSH port check read'),
+        ('ssh_get_nginx_error_log', 'SSH nginx error log read'),
+        ('ssh_get_swap_info', 'SSH swap info read'),
+        ('prometheus_query', 'Prometheus instant query read'),
+        ('prometheus_query_range', 'Prometheus range query read'),
+        ('prometheus_get_alert_history', 'Prometheus alert history read'),
+        ('gold_metrics', 'SigNoz gold metrics read'),
+        ('trace_url', 'SigNoz trace URL read'),
+        ('system_metrics', 'SigNoz system metrics read'),
+        ('query_logs', 'SigNoz logs read'),
+        ('error_logs_summary', 'SigNoz error logs summary read'),
+        ('list_approvals', 'Approval records read'),
+        ('get_approval', 'Approval detail read'),
+        ('list_incidents', 'Incident records read'),
+        ('list_timeline', 'Timeline records read'),
+        ('read_file', 'Filesystem allowlisted file read'),
+        ('list_directory', 'Filesystem allowlisted directory read'),
+        ('search_in_file', 'Filesystem allowlisted file search'),
+        ('list_dashboards', 'Grafana dashboards read'),
+        ('get_dashboard', 'Grafana dashboard read'),
+        ('get_panel_data', 'Grafana panel data read'),
+        ('generate_dashboard_url', 'Grafana dashboard URL read'),
+        ('search_runbook', 'Runbook semantic search read'),
+        ('get_index_stats', 'Runbook index stats read'),
+        ('argocd_list_apps', 'ArgoCD apps read'),
+        ('argocd_get_app_status', 'ArgoCD app status read'),
+        ('argocd_get_sync_history', 'ArgoCD sync history read'),
+        ('sentry_list_issues', 'Sentry issues read'),
+        ('sentry_get_issue', 'Sentry issue detail read'),
+        ('sentry_search_issues', 'Sentry issue search read')
+),
+upsert_tools AS (
+    INSERT INTO awooop_mcp_tool_registry (
+        project_id,
+        tool_name,
+        tool_type,
+        description,
+        allowed_scopes,
+        environment_tags,
+        is_active,
+        updated_at
+    )
+    SELECT
+        'awoooi',
+        tool_name,
+        'mcp_server',
+        description,
+        '["read"]'::jsonb,
+        '{"env": "prod"}'::jsonb,
+        TRUE,
+        NOW()
+    FROM read_tools
+    ON CONFLICT (project_id, tool_name)
+    DO UPDATE SET
+        description = EXCLUDED.description,
+        allowed_scopes = EXCLUDED.allowed_scopes,
+        environment_tags = EXCLUDED.environment_tags,
+        is_active = TRUE,
+        updated_at = NOW()
+    RETURNING tool_id
+),
+grant_agents(agent_id) AS (
+    VALUES
+        ('pre_decision_investigator'),
+        ('post_execution_verifier')
+),
+upsert_grants AS (
+    INSERT INTO awooop_mcp_grants (
+        project_id,
+        agent_id,
+        tool_id,
+        granted_by,
+        granted_scopes,
+        expires_at,
+        is_revoked,
+        revoked_at,
+        revoked_by
+    )
+    SELECT
+        'awoooi',
+        grant_agents.agent_id,
+        upsert_tools.tool_id,
+        'migration:t7_mcp_gateway_read_seed',
+        '["read"]'::jsonb,
+        NULL,
+        FALSE,
+        NULL,
+        NULL
+    FROM upsert_tools
+    CROSS JOIN grant_agents
+    ON CONFLICT (project_id, agent_id, tool_id)
+    DO UPDATE SET
+        granted_scopes = EXCLUDED.granted_scopes,
+        expires_at = NULL,
+        is_revoked = FALSE,
+        revoked_at = NULL,
+        revoked_by = NULL
+    RETURNING grant_id
+)
+SELECT
+    'awoooi_read_tools',
+    (SELECT count(*) FROM upsert_tools) AS tool_rows,
+    (SELECT count(*) FROM upsert_grants) AS grant_rows;
+
+-- v4 exists only to retrigger run-migration after Gitea skipped the v2->v3 rename-only push.

apps/api/migrations/awooop_awoooi_mcp_read_gateway_seed_v4_2026-05-13_down.sql

@@ -0,0 +1,79 @@
+-- Rollback for T7 awoooi read-only MCP Gateway seed.
+-- Contract revisions are append-only; rollback revokes grants and deactivates the seeded read tools.
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_mcp_grants
+SET
+    is_revoked = TRUE,
+    revoked_at = NOW(),
+    revoked_by = 'rollback:t7_mcp_gateway_read_seed'
+WHERE project_id = 'awoooi'
+  AND agent_id IN ('pre_decision_investigator', 'post_execution_verifier')
+  AND granted_by = 'migration:t7_mcp_gateway_read_seed'
+  AND is_revoked = FALSE;
+
+UPDATE awooop_mcp_tool_registry
+SET
+    is_active = FALSE,
+    updated_at = NOW()
+WHERE project_id = 'awoooi'
+  AND tool_name IN (
+      'k8s_get_pod_logs',
+      'k8s_get_events',
+      'k8s_describe_pod',
+      'k8s_get_hpa_status',
+      'k8s_get_node_conditions',
+      'ssh_diagnose',
+      'ssh_get_top_processes',
+      'ssh_get_disk_usage',
+      'ssh_get_memory_info',
+      'ssh_get_container_logs',
+      'ssh_get_container_status',
+      'ssh_get_service_status',
+      'ssh_check_port',
+      'ssh_get_nginx_error_log',
+      'ssh_get_swap_info',
+      'prometheus_query',
+      'prometheus_query_range',
+      'prometheus_get_alert_history',
+      'gold_metrics',
+      'trace_url',
+      'system_metrics',
+      'query_logs',
+      'error_logs_summary',
+      'list_approvals',
+      'get_approval',
+      'list_incidents',
+      'list_timeline',
+      'read_file',
+      'list_directory',
+      'search_in_file',
+      'list_dashboards',
+      'get_dashboard',
+      'get_panel_data',
+      'generate_dashboard_url',
+      'search_runbook',
+      'get_index_stats',
+      'argocd_list_apps',
+      'argocd_get_app_status',
+      'argocd_get_sync_history',
+      'sentry_list_issues',
+      'sentry_get_issue',
+      'sentry_search_issues'
+  );
+
+DELETE FROM awooop_active_revisions
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id IN ('pre_decision_investigator', 'post_execution_verifier');
+
+UPDATE awooop_contract_revisions
+SET lifecycle_status = 'revoked'
+WHERE project_id = 'awoooi'
+  AND contract_family = 'agent'
+  AND contract_id IN ('pre_decision_investigator', 'post_execution_verifier')
+  AND publisher_id = 'migration:t7_mcp_gateway_read_seed'
+  AND lifecycle_status = 'active';
+
+-- v4 rollback companion for the retrigger migration.

apps/api/migrations/awooop_awoooi_mcp_rollout_verifier_seed_2026-05-13.sql

@@ -0,0 +1,77 @@
+-- T16 verifier gap: allow rollout status evidence through AwoooP MCP Gateway.
+-- Boundary: read-only scope only; no restart/delete/scale grant is added here.
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+WITH upsert_tool AS (
+    INSERT INTO awooop_mcp_tool_registry (
+        project_id,
+        tool_name,
+        tool_type,
+        description,
+        allowed_scopes,
+        environment_tags,
+        is_active,
+        updated_at
+    )
+    VALUES (
+        'awoooi',
+        'k8s_watch_rollout',
+        'mcp_server',
+        'Kubernetes deployment rollout status read',
+        '["read"]'::jsonb,
+        '{"env": "prod"}'::jsonb,
+        TRUE,
+        NOW()
+    )
+    ON CONFLICT (project_id, tool_name)
+    DO UPDATE SET
+        description = EXCLUDED.description,
+        allowed_scopes = EXCLUDED.allowed_scopes,
+        environment_tags = EXCLUDED.environment_tags,
+        is_active = TRUE,
+        updated_at = NOW()
+    RETURNING tool_id
+),
+grant_agents(agent_id) AS (
+    VALUES
+        ('pre_decision_investigator'),
+        ('post_execution_verifier')
+),
+upsert_grants AS (
+    INSERT INTO awooop_mcp_grants (
+        project_id,
+        agent_id,
+        tool_id,
+        granted_by,
+        granted_scopes,
+        expires_at,
+        is_revoked,
+        revoked_at,
+        revoked_by
+    )
+    SELECT
+        'awoooi',
+        grant_agents.agent_id,
+        upsert_tool.tool_id,
+        'migration:t16_rollout_verifier_seed',
+        '["read"]'::jsonb,
+        NULL,
+        FALSE,
+        NULL,
+        NULL
+    FROM upsert_tool
+    CROSS JOIN grant_agents
+    ON CONFLICT (project_id, agent_id, tool_id)
+    DO UPDATE SET
+        granted_scopes = EXCLUDED.granted_scopes,
+        expires_at = NULL,
+        is_revoked = FALSE,
+        revoked_at = NULL,
+        revoked_by = NULL
+    RETURNING grant_id
+)
+SELECT
+    'k8s_watch_rollout_read_grants' AS seed,
+    (SELECT count(*) FROM upsert_tool) AS tool_rows,
+    (SELECT count(*) FROM upsert_grants) AS grant_rows;

apps/api/migrations/awooop_awoooi_mcp_rollout_verifier_seed_2026-05-13_down.sql

@@ -0,0 +1,24 @@
+-- Roll back T16 rollout verifier read grant seed.
+
+SELECT set_config('app.project_id', 'awoooi', FALSE);
+
+UPDATE awooop_mcp_grants
+SET
+    is_revoked = TRUE,
+    revoked_at = NOW(),
+    revoked_by = 'migration:t16_rollout_verifier_seed_down'
+WHERE project_id = 'awoooi'
+  AND agent_id IN ('pre_decision_investigator', 'post_execution_verifier')
+  AND tool_id IN (
+      SELECT tool_id
+      FROM awooop_mcp_tool_registry
+      WHERE project_id = 'awoooi'
+        AND tool_name = 'k8s_watch_rollout'
+  );
+
+UPDATE awooop_mcp_tool_registry
+SET
+    is_active = FALSE,
+    updated_at = NOW()
+WHERE project_id = 'awoooi'
+  AND tool_name = 'k8s_watch_rollout';

apps/api/migrations/awooop_phase5b_mcp_gateway_audit_nullable_tool_2026-05-06.sql

@@ -0,0 +1,14 @@
+-- AwoooP Phase 5b：MCP Gateway blocked call 稽核覆蓋
+-- 日期：2026-05-06
+-- 維護者：Codex
+--
+-- Gate 1 / Gate 2 / 未知工具的 blocked call 可能發生在 tool registry row
+-- 取得之前。這些安全決策仍必須落稽核紀錄，因此 tool_id 允許為 NULL，
+-- 但 tool_name 仍維持必填，作為未知工具與早期 gate block 的追蹤線索。
+
+BEGIN;
+
+ALTER TABLE awooop_mcp_gateway_audit
+    ALTER COLUMN tool_id DROP NOT NULL;
+
+COMMIT;

apps/api/migrations/awooop_phase7_inbound_truth_chain_columns_2026-05-13.sql

@@ -0,0 +1,21 @@
+-- AwoooP Phase 7 T15b: inbound event truth-chain columns
+--
+-- Purpose:
+--   Telegram cards are only the notification surface. Operators need a
+--   redacted replay envelope for inbound alerts so Alertmanager, Sentry, and
+--   SignOz events can be correlated with incidents, approvals, logs, and
+--   automation decisions without storing raw secrets or PII.
+
+ALTER TABLE awooop_conversation_event
+    ADD COLUMN IF NOT EXISTS content_redacted TEXT,
+    ADD COLUMN IF NOT EXISTS redaction_version VARCHAR(32) NOT NULL DEFAULT 'audit_sink_v1',
+    ADD COLUMN IF NOT EXISTS source_envelope JSONB NOT NULL DEFAULT '{}'::jsonb;
+
+COMMENT ON COLUMN awooop_conversation_event.content_redacted IS
+    'Full inbound event content after audit_sink redaction; raw unredacted payload text is not stored.';
+
+COMMENT ON COLUMN awooop_conversation_event.redaction_version IS
+    'Redaction algorithm/version used for content_redacted and source_envelope.';
+
+COMMENT ON COLUMN awooop_conversation_event.source_envelope IS
+    'Redacted source metadata for inbound replay/audit, including payload hash, provider, source refs, and log correlation hints.';

apps/api/migrations/awooop_phase7_inbound_truth_chain_columns_2026-05-13_down.sql

@@ -0,0 +1,6 @@
+-- Rollback for AwoooP Phase 7 T15b inbound truth-chain columns.
+-- Safe only if no consumers depend on the redacted replay fields.
+
+ALTER TABLE awooop_conversation_event DROP COLUMN IF EXISTS source_envelope;
+ALTER TABLE awooop_conversation_event DROP COLUMN IF EXISTS redaction_version;
+ALTER TABLE awooop_conversation_event DROP COLUMN IF EXISTS content_redacted;

apps/api/migrations/awooop_phase7_outbound_truth_chain_columns_2026-05-12.sql

@@ -0,0 +1,21 @@
+-- AwoooP Phase 7 T1: outbound message truth-chain columns
+--
+-- Purpose:
+--   Telegram must remain a summary channel, but the operator console needs a
+--   complete redacted replay of the rendered card and the source envelope that
+--   produced it. Store redacted content only; raw unredacted Telegram text stays
+--   out of PostgreSQL.
+
+ALTER TABLE awooop_outbound_message
+    ADD COLUMN IF NOT EXISTS content_redacted TEXT,
+    ADD COLUMN IF NOT EXISTS redaction_version VARCHAR(32) NOT NULL DEFAULT 'audit_sink_v1',
+    ADD COLUMN IF NOT EXISTS source_envelope JSONB NOT NULL DEFAULT '{}'::jsonb;
+
+COMMENT ON COLUMN awooop_outbound_message.content_redacted IS
+    'Full rendered outbound content after audit_sink redaction; raw unredacted text is not stored.';
+
+COMMENT ON COLUMN awooop_outbound_message.redaction_version IS
+    'Redaction algorithm/version used for content_redacted and source_envelope.';
+
+COMMENT ON COLUMN awooop_outbound_message.source_envelope IS
+    'Redacted source metadata for replay/audit, including payload hash and adapter context.';

apps/api/migrations/awooop_phase7_outbound_truth_chain_columns_2026-05-12_down.sql

@@ -0,0 +1,6 @@
+-- Rollback for AwoooP Phase 7 T1 outbound truth-chain columns.
+-- Safe only if no consumers depend on the redacted replay fields.
+
+ALTER TABLE awooop_outbound_message DROP COLUMN IF EXISTS source_envelope;
+ALTER TABLE awooop_outbound_message DROP COLUMN IF EXISTS redaction_version;
+ALTER TABLE awooop_outbound_message DROP COLUMN IF EXISTS content_redacted;

apps/api/migrations/embedding_bge_m3_1024.sql

@@ -6,10 +6,12 @@
 --   bge-m3 產生 1024 維向量，現有 schema vector(768) 不相容，INSERT 會直接失敗
 --
 -- 影響範圍：
---   1. rag_chunks.embedding          vector(768) → vector(1024)
---   2. playbook_embeddings.embedding vector(768) → vector(1024)
+--   1. knowledge_entries.embedding   vector(768) → vector(1024)
+--   2. rag_chunks.embedding          vector(768) → vector(1024)
+--   3. playbook_embeddings.embedding vector(768) → vector(1024)
 --
--- 遷移策略：清空現有向量資料，切換維度後由 re-embed script 重新嵌入
+-- 遷移策略：僅在欄位不是 vector(1024) 時清空現有向量資料，切換維度後由 re-embed script 重新嵌入
+-- 已經是 vector(1024) 的環境重跑本 migration 時，必須保留既有向量資料。
 -- 現有向量資料若要保留，需先 dump 用 nomic 格式備份（舊維度無法轉換）
 --
 -- 執行前置條件：
@@ -21,13 +23,69 @@
 
 BEGIN;
 
--- 1. rag_chunks：清空向量資料，變更欄位維度
---    ivfflat index 必須先 DROP 才能 ALTER COLUMN
-DROP INDEX IF EXISTS idx_rag_chunks_embedding;
+-- 1. knowledge_entries：備份舊向量並清空，變更欄位維度
+DO $$
+DECLARE
+    v_dim integer;
+BEGIN
+    SELECT a.atttypmod INTO v_dim
+    FROM pg_attribute a
+    JOIN pg_class c ON a.attrelid = c.oid
+    WHERE c.relname = 'knowledge_entries'
+      AND a.attname = 'embedding';
 
-ALTER TABLE rag_chunks
-    ALTER COLUMN embedding TYPE vector(1024)
-    USING NULL;  -- 清空現有 768 維向量（維度不可轉換）
+    IF v_dim IS DISTINCT FROM 1024 THEN
+        EXECUTE $sql$
+            CREATE TABLE IF NOT EXISTS knowledge_entries_embedding_backup_20260505 AS
+            SELECT
+                id,
+                embedding::text AS embedding_768,
+                NOW() AS backed_up_at
+            FROM knowledge_entries
+            WHERE embedding IS NOT NULL
+        $sql$;
+
+        EXECUTE $sql$
+            ALTER TABLE knowledge_entries
+                ALTER COLUMN embedding TYPE vector(1024)
+                USING NULL
+        $sql$;
+
+        RAISE NOTICE 'knowledge_entries.embedding migrated from vector(%) to vector(1024); old embeddings were backed up and cleared', v_dim;
+    ELSE
+        RAISE NOTICE 'knowledge_entries.embedding already vector(1024); existing embeddings preserved';
+    END IF;
+END $$;
+
+COMMENT ON COLUMN knowledge_entries.embedding IS
+    'bge-m3:latest 1024 維向量 — 遷移自 nomic-embed-text 768 維 (2026-05-05 ADR-110 follow-up)';
+
+
+-- 2. rag_chunks：清空向量資料，變更欄位維度
+--    ivfflat index 必須先 DROP 才能 ALTER COLUMN
+DO $$
+DECLARE
+    v_dim integer;
+BEGIN
+    SELECT a.atttypmod INTO v_dim
+    FROM pg_attribute a
+    JOIN pg_class c ON a.attrelid = c.oid
+    WHERE c.relname = 'rag_chunks'
+      AND a.attname = 'embedding';
+
+    IF v_dim IS DISTINCT FROM 1024 THEN
+        EXECUTE 'DROP INDEX IF EXISTS idx_rag_chunks_embedding';
+        EXECUTE $sql$
+            ALTER TABLE rag_chunks
+                ALTER COLUMN embedding TYPE vector(1024)
+                USING NULL
+        $sql$;
+
+        RAISE NOTICE 'rag_chunks.embedding migrated from vector(%) to vector(1024); old embeddings were cleared', v_dim;
+    ELSE
+        RAISE NOTICE 'rag_chunks.embedding already vector(1024); existing embeddings preserved';
+    END IF;
+END $$;
 
 -- 重建 ivfflat index（lists=100 適合 ~10k 筆以下資料）
 CREATE INDEX IF NOT EXISTS idx_rag_chunks_embedding
@@ -39,12 +97,30 @@ COMMENT ON COLUMN rag_chunks.embedding IS
     'bge-m3:latest 1024 維向量 — 遷移自 nomic-embed-text 768 維 (2026-05-04 ADR-110)';
 
 
--- 2. playbook_embeddings：清空向量資料，變更欄位維度
-DROP INDEX IF EXISTS ix_playbook_embeddings_vec;
+-- 3. playbook_embeddings：清空向量資料，變更欄位維度
+DO $$
+DECLARE
+    v_dim integer;
+BEGIN
+    SELECT a.atttypmod INTO v_dim
+    FROM pg_attribute a
+    JOIN pg_class c ON a.attrelid = c.oid
+    WHERE c.relname = 'playbook_embeddings'
+      AND a.attname = 'embedding';
 
-ALTER TABLE playbook_embeddings
-    ALTER COLUMN embedding TYPE vector(1024)
-    USING NULL;  -- 清空現有 768 維向量
+    IF v_dim IS DISTINCT FROM 1024 THEN
+        EXECUTE 'DROP INDEX IF EXISTS ix_playbook_embeddings_vec';
+        EXECUTE $sql$
+            ALTER TABLE playbook_embeddings
+                ALTER COLUMN embedding TYPE vector(1024)
+                USING NULL
+        $sql$;
+
+        RAISE NOTICE 'playbook_embeddings.embedding migrated from vector(%) to vector(1024); old embeddings were cleared', v_dim;
+    ELSE
+        RAISE NOTICE 'playbook_embeddings.embedding already vector(1024); existing embeddings preserved';
+    END IF;
+END $$;
 
 CREATE INDEX IF NOT EXISTS ix_playbook_embeddings_vec
     ON playbook_embeddings
@@ -61,9 +137,15 @@ COMMENT ON TABLE playbook_embeddings IS
 -- 3. 驗證遷移結果
 DO $$
 DECLARE
+    v_km_dim integer;
     v_rag_dim integer;
     v_pb_dim integer;
 BEGIN
+    SELECT atttypmod INTO v_km_dim
+    FROM pg_attribute
+    JOIN pg_class ON attrelid = pg_class.oid
+    WHERE relname = 'knowledge_entries' AND attname = 'embedding';
+
     SELECT atttypmod INTO v_rag_dim
     FROM pg_attribute
     JOIN pg_class ON attrelid = pg_class.oid
@@ -74,15 +156,18 @@ BEGIN
     JOIN pg_class ON attrelid = pg_class.oid
     WHERE relname = 'playbook_embeddings' AND attname = 'embedding';
 
-    -- atttypmod for vector(1024) = 1024 + 1 = 1025
-    IF v_rag_dim != 1025 THEN
-        RAISE EXCEPTION 'rag_chunks.embedding 維度驗證失敗：expected 1025, got %', v_rag_dim;
+    -- pgvector atttypmod stores the configured dimension.
+    IF v_km_dim != 1024 THEN
+        RAISE EXCEPTION 'knowledge_entries.embedding 維度驗證失敗：expected 1024, got %', v_km_dim;
     END IF;
-    IF v_pb_dim != 1025 THEN
-        RAISE EXCEPTION 'playbook_embeddings.embedding 維度驗證失敗：expected 1025, got %', v_pb_dim;
+    IF v_rag_dim != 1024 THEN
+        RAISE EXCEPTION 'rag_chunks.embedding 維度驗證失敗：expected 1024, got %', v_rag_dim;
+    END IF;
+    IF v_pb_dim != 1024 THEN
+        RAISE EXCEPTION 'playbook_embeddings.embedding 維度驗證失敗：expected 1024, got %', v_pb_dim;
     END IF;
 
-    RAISE NOTICE '✅ embedding 遷移驗證通過：rag_chunks 和 playbook_embeddings 均為 vector(1024)';
+    RAISE NOTICE '✅ embedding 遷移驗證通過：knowledge_entries、rag_chunks、playbook_embeddings 均為 vector(1024)';
 END $$;
 
 COMMIT;

apps/api/models.json

@@ -25,7 +25,7 @@
         "log_anomaly": "deepseek-r1:14b",
         "nemoclaw": "deepseek-r1:14b",
         "playbook_draft": "qwen3:14b",
-        "code_review": "qwen2.5-coder:32b",
+        "code_review": "qwen2.5-coder:7b",
         "embedding": "bge-m3:latest",
         "rag_generate": "qwen3:14b",
         "image_analysis": "minicpm-v:latest",
@@ -175,7 +175,7 @@
       },
       "pr_code_review": {
         "phase": 32,
-        "model": "qwen2.5-coder:32b",
+        "model": "qwen2.5-coder:7b",
         "timeout_seconds": 120,
         "purpose": "Gitea PR 自動審查"
       },

apps/api/scripts/awooop_phase1_batch1_backfill.py

@@ -9,7 +9,7 @@ AwoooP Phase 1 Batch 1 回填腳本
   awooop_phase1_batch1_rls_2026-05-04.sql Step A（ADD COLUMN nullable）已執行
 
 執行方式：
-  export DATABASE_URL="postgresql+asyncpg://awoooi:<password>@192.168.0.188:5432/awoooi_prod"
+  從 secret manager / operator vault 設定 DATABASE_URL，禁止在指令或檔案中寫入 URL。
   cd apps/api && python scripts/awooop_phase1_batch1_backfill.py
 
 2026-05-04 ogt + Claude Sonnet 4.6（ADR-118 Batch 1 C-3 修正）

apps/api/scripts/reembed_bge_m3.py

@@ -37,6 +37,7 @@ logging = structlog.get_logger(__name__)
 OLLAMA_URL = os.getenv("OLLAMA_URL", "http://34.143.170.20:11434")
 EMBEDDING_MODEL = "bge-m3:latest"
 EXPECTED_DIM = 1024
+PROJECT_ID = os.getenv("AWOOOP_PROJECT_ID", "awoooi")
 
 
 async def embed_text(client: httpx.AsyncClient, text: str) -> list[float]:
@@ -162,6 +163,7 @@ async def main(dry_run: bool, batch_size: int) -> None:
 
         conn = await asyncpg.connect(database_url)
         try:
+            await conn.execute("SELECT set_config('app.project_id', $1, FALSE)", PROJECT_ID)
             # 統計待嵌入筆數
             rag_null = await conn.fetchval("SELECT COUNT(*) FROM rag_chunks WHERE embedding IS NULL")
             pb_null = await conn.fetchval("SELECT COUNT(*) FROM playbook_embeddings WHERE embedding IS NULL")

apps/api/scripts/run_migration.py

@@ -15,7 +15,7 @@ from sqlalchemy import text
 from sqlalchemy.ext.asyncio import create_async_engine
 
 # 2026-04-22 ogt: 移除硬碼 changeme，改為讀取環境變數（強制要求設定）。
-# 執行前: export DATABASE_URL="postgresql+asyncpg://awoooi:<password>@192.168.0.188:5432/awoooi_prod"
+# 執行前: 從 secret manager / operator vault 設定 DATABASE_URL，禁止在指令或檔案中寫入 URL。
 DATABASE_URL = os.environ["DATABASE_URL"]
 
 MIGRATION_SQLS = [

apps/api/scripts/test_nemotron_tool_calling.py

@@ -28,7 +28,7 @@ except ImportError:
 # ============================================================================
 
 NVIDIA_API_KEY = os.getenv("NVIDIA_API_KEY")
-OLLAMA_BASE_URL = os.getenv("OLLAMA_BASE_URL", "http://192.168.0.188:11434")
+OLLAMA_BASE_URL = os.getenv("OLLAMA_BASE_URL", "http://192.168.0.110:11435")
 
 if not NVIDIA_API_KEY:
     print("❌ 請設定 NVIDIA_API_KEY 環境變數")

apps/api/src/api/v1/ai_slo.py

@@ -18,8 +18,15 @@ Endpoints:
 from __future__ import annotations
 
 import structlog
-from fastapi import APIRouter, Query
+from fastapi import APIRouter, HTTPException, Query
+from pydantic import BaseModel, Field
 
+from src.services.adr100_remediation_service import (
+    RemediationMode,
+    RemediationNotFoundError,
+    get_adr100_remediation_service,
+)
+from src.services.adr100_slo_status_service import get_adr100_slo_status_service
 from src.services.ai_slo_calculator import AiSloCalculator
 
 logger = structlog.get_logger(__name__)
@@ -27,6 +34,20 @@ logger = structlog.get_logger(__name__)
 router = APIRouter()
 
 
+class RemediationPreviewRequest(BaseModel):
+    """ADR-100 remediation preview request."""
+
+    work_item_id: str = Field(min_length=1)
+    mode: RemediationMode = "auto"
+
+
+class RemediationDryRunRequest(BaseModel):
+    """ADR-100 remediation dry-run request."""
+
+    work_item_id: str = Field(min_length=1)
+    mode: RemediationMode = "auto"
+
+
 @router.get("/ai/slo")
 async def get_ai_slo(
     force_refresh: bool = Query(False, description="忽略快取，強制重算"),
@@ -50,9 +71,65 @@ async def get_ai_slo(
         if cached:
             data = cached.to_dict()
             data["cache_hit"] = True
+            data["adr100"] = await get_adr100_slo_status_service().fetch_report()
             return data
 
     report = await calc.run()
     data = report.to_dict()
     data["cache_hit"] = False
+    data["adr100"] = await get_adr100_slo_status_service().fetch_report()
     return data
+
+
+@router.get("/ai/slo/remediation/preview")
+async def preview_ai_slo_remediation(
+    work_item_id: str = Query(..., min_length=1),
+    mode: RemediationMode = Query("auto"),
+) -> dict:
+    """Preview the safe remediation plan for one ADR-100 queue item."""
+
+    try:
+        return await get_adr100_remediation_service().preview(work_item_id, mode)
+    except RemediationNotFoundError as exc:
+        raise HTTPException(status_code=404, detail="remediation_work_item_not_found") from exc
+
+
+@router.post("/ai/slo/remediation/preview")
+async def preview_ai_slo_remediation_post(request: RemediationPreviewRequest) -> dict:
+    """POST variant for clients that prefer JSON bodies."""
+
+    try:
+        return await get_adr100_remediation_service().preview(
+            request.work_item_id,
+            request.mode,
+        )
+    except RemediationNotFoundError as exc:
+        raise HTTPException(status_code=404, detail="remediation_work_item_not_found") from exc
+
+
+@router.post("/ai/slo/remediation/dry-run")
+async def dry_run_ai_slo_remediation(request: RemediationDryRunRequest) -> dict:
+    """Run a read-only ADR-100 remediation dry-run."""
+
+    try:
+        return await get_adr100_remediation_service().dry_run(
+            request.work_item_id,
+            request.mode,
+        )
+    except RemediationNotFoundError as exc:
+        raise HTTPException(status_code=404, detail="remediation_work_item_not_found") from exc
+
+
+@router.get("/ai/slo/remediation/history")
+async def list_ai_slo_remediation_history(
+    limit: int = Query(50, ge=1, le=200),
+    incident_id: str | None = Query(default=None, min_length=1),
+    work_item_id: str | None = Query(default=None, min_length=1),
+) -> dict:
+    """List durable ADR-100 remediation dry-run history from alert_operation_log."""
+
+    return await get_adr100_remediation_service().history(
+        limit=limit,
+        incident_id=incident_id,
+        work_item_id=work_item_id,
+    )

apps/api/src/api/v1/health.py

@@ -11,7 +11,7 @@ Endpoints:
 Components Checked:
 - PostgreSQL (192.168.0.188:5432)
 - Redis (192.168.0.188:6380)
-- Ollama (192.168.0.188:11434)
+- Ollama (settings.OLLAMA_URL / ADR-110 provider pool)
 - OpenClaw (192.168.0.188:8089)
 - SigNoz (192.168.0.188:3301)
 """

apps/api/src/api/v1/incidents.py

@@ -17,9 +17,10 @@ Phase 6.4 核心功能:
 - Proposal 必須關聯到 Incident
 """
 
+from datetime import UTC, datetime, timedelta
 from typing import Any
 
-from fastapi import APIRouter, HTTPException, status
+from fastapi import APIRouter, HTTPException, Query, status
 from pydantic import BaseModel, Field
 
 from src.core.logging import get_logger
@@ -133,6 +134,7 @@ class IncidentTimelineResponse(BaseModel):
     timeline: list[IncidentTimelineStage] = Field(default_factory=list)
     events: list[IncidentTimelineEvent] = Field(default_factory=list)
     ascii_timeline: str
+    reconciliation: dict[str, Any] = Field(default_factory=dict)
 
 
 # =============================================================================
@@ -148,18 +150,26 @@ class IncidentTimelineResponse(BaseModel):
 
     Phase 6.5 升級:
     - 每個事件自動附帶 decision_token
-    - 確保 UI 永遠有決策可操作
-    - 雙軌引擎: LLM (主) + Expert System (備)
+    - 預設只讀取已存在的 decision_token
+    - 需要新決策時改由明確的 proposal / operator run 入口觸發
     """,
 )
-async def list_incidents() -> IncidentListResponse:
+async def list_incidents(
+    generate_missing_decisions: bool = Query(
+        False,
+        description=(
+            "預設 false，列表查詢只讀既有 decision token；"
+            "true 僅供明確維運操作使用，會背景產生缺少的決策。"
+        ),
+    ),
+) -> IncidentListResponse:
     """
     取得活躍事件清單
 
-    Phase 6.5: 自動為每個事件生成決策令牌
-    - P0/P1 事件優先處理
-    - 30 秒內保證有決策
-    - LLM 失敗時 Expert System 保底
+    Phase 6.5: 附帶既有決策令牌
+    - 列表查詢必須是低成本純讀路徑
+    - 不可因為前端輪詢就背景觸發 LLM / Ollama / OpenClaw
+    - 需要新決策時，呼叫 POST /api/v1/incidents/{incident_id}/proposal
 
     Returns:
         IncidentListResponse: 事件清單與計數 (含決策令牌)
@@ -174,8 +184,6 @@ async def list_incidents() -> IncidentListResponse:
 
         # 按時間排序 (最新優先)
         # 2026-03-26 修復: 處理 timezone-aware 與 naive datetime 混合問題
-        from datetime import UTC
-
         def safe_created_at(i: Incident) -> float:
             """安全取得 timestamp，處理 timezone 混合問題"""
             dt = i.created_at
@@ -189,15 +197,24 @@ async def list_incidents() -> IncidentListResponse:
         # 2026-04-09 Claude Sonnet 4.6: 效能修復 — list endpoint 不同步等待 AI
         # 原設計: 每個 incident await AI 決策 (120-180s timeout)，多 incident 時乘積爆炸
         # 修復: 只取已存在的決策 token，若無則背景觸發生成，前端 poll 單筆 GET 取得結果
-        import asyncio
+        #
+        # 2026-05-06 Codex: 成本與推理槽修復 — 預設不再背景觸發 AI。
+        # 根因: 多個前端頁面會輪詢 GET /incidents；若列表查詢偷偷 create_task，
+        # 每次頁面載入都可能消耗 GCP Ollama / OpenClaw 推理槽，甚至 fallback 到 Gemini。
+        # 新規則: GET list 是純讀；生成新修復建議必須走明確 proposal/operator-run 入口。
+        if generate_missing_decisions:
+            import asyncio
 
         responses = []
         background_tasks = []
+        existing_tokens = await decision_manager._find_existing_tokens_for_incidents(
+            [incident.incident_id for incident in incidents]
+        )
 
         for incident in incidents:
             try:
                 # 只查已快取的決策 (不等待 AI，立即返回)
-                existing = await decision_manager._find_existing_token(incident.incident_id)
+                existing = existing_tokens.get(incident.incident_id)
                 if existing:
                     decision_info = DecisionInfo(
                         token=existing.token,
@@ -207,17 +224,20 @@ async def list_incidents() -> IncidentListResponse:
                     )
                     responses.append(IncidentResponse.from_incident(incident, decision_info))
                 else:
-                    # 無快取 → 背景觸發，本次返回 None（前端看到 decision=null 會 poll）
+                    # 無快取 → 本次返回 None。列表查詢預設不觸發 AI；
+                    # 前端若需要修復建議，必須呼叫明確的 proposal 入口。
                     responses.append(IncidentResponse.from_incident(incident, None))
+                    if not generate_missing_decisions:
+                        continue
+
                     # 2026-04-16 Claude Sonnet 4.6: 只對 48h 內的 incident 觸發 AI 分析
                     # 舊 incident token 每小時過期，若不限制會反覆重新分析歷史事件 → Telegram 洪水
-                    from datetime import datetime, timezone, timedelta
                     _created = getattr(incident, "created_at", None)
                     _too_old = False
                     if _created:
                         if _created.tzinfo is None:
-                            _created = _created.replace(tzinfo=timezone.utc)
-                        _too_old = (_created < datetime.now(timezone.utc) - timedelta(hours=48))
+                            _created = _created.replace(tzinfo=UTC)
+                        _too_old = (_created < datetime.now(UTC) - timedelta(hours=48))
                     if not _too_old:
                         timeout = 120.0 if incident.severity in (Severity.P0, Severity.P1) else 180.0
                         background_tasks.append(
@@ -240,6 +260,7 @@ async def list_incidents() -> IncidentListResponse:
             "incidents_listed",
             count=len(incidents),
             with_decisions=sum(1 for r in responses if r.decision is not None),
+            generate_missing_decisions=generate_missing_decisions,
         )
 
         return IncidentListResponse(

apps/api/src/api/v1/platform/__init__.py

@@ -9,14 +9,21 @@ ADR-106/ADR-107/ADR-114/ADR-115/ADR-116
 from fastapi import APIRouter
 
 from src.api.v1.platform.contracts import router as contracts_router
+from src.api.v1.platform.events import router as events_router
 from src.api.v1.platform.operator_runs import router as operator_runs_router
 from src.api.v1.platform.runs import router as runs_router
 from src.api.v1.platform.tenants import router as tenants_router
+from src.api.v1.platform.truth_chain import router as truth_chain_router
 
 router = APIRouter()
+router.include_router(events_router)
+router.include_router(truth_chain_router)
+# 2026-05-06 Codex: FastAPI 依註冊順序比對路由。Operator Console 的
+# `/runs/list` 必須排在 `/runs/{run_id}` 前面，否則 `list` 會被當成
+# run_id，造成前端 Run 監控頁 HTTP 422。
+router.include_router(operator_runs_router)
 router.include_router(runs_router)
 router.include_router(tenants_router)
 router.include_router(contracts_router)
-router.include_router(operator_runs_router)
 
 __all__ = ["router"]

apps/api/src/api/v1/platform/events.py

@@ -0,0 +1,338 @@
+"""
+AwoooP Operator Console — Channel Events API
+============================================
+提供 Operator Console 讀取 Communication Hub / legacy mirror 的事件摘要。
+"""
+
+from __future__ import annotations
+
+from datetime import datetime
+from typing import Any
+from uuid import UUID
+
+from fastapi import APIRouter, HTTPException, Query
+from pydantic import BaseModel, Field
+
+from src.services.channel_event_dossier_service import (
+    RecurrenceWorkItemMode,
+    RecurrenceWorkItemNotFoundError,
+    fetch_channel_event_dossier,
+    fetch_channel_event_dossier_coverage,
+    fetch_channel_event_dossier_recurrence,
+    fetch_recurrence_work_item_dry_run,
+    fetch_recurrence_work_item_preview,
+)
+from src.services.platform_operator_service import list_recent_channel_events
+
+router = APIRouter()
+
+
+class ChannelEventItem(BaseModel):
+    event_id: UUID
+    project_id: str
+    channel_type: str
+    provider_event_id: str
+    channel_chat_id: str | None
+    content_preview: str | None
+    is_duplicate: bool
+    received_at: datetime
+
+
+class RecentEventsResponse(BaseModel):
+    events: list[ChannelEventItem]
+    total: int
+    limit: int
+
+
+class ChannelEventDossierItem(BaseModel):
+    event_id: UUID
+    project_id: str
+    channel_type: str
+    provider: str | None
+    stage: str
+    provider_event_id: str
+    content_preview: str | None
+    content_redacted: str | None
+    has_redacted_content: bool
+    redaction_version: str | None
+    source_url: str | None
+    content_sha256: str | None
+    content_length: int | None
+    source_refs: dict[str, Any]
+    source_ref_count: int
+    log_correlation: dict[str, Any]
+    alertname: str | None
+    severity: str | None
+    namespace: str | None
+    target_resource: str | None
+    fingerprint: str | None
+    is_duplicate: bool
+    provider_ts: datetime | None
+    received_at: datetime
+
+
+class ChannelEventDossierSummary(BaseModel):
+    source_count: int
+    duplicate_total: int
+    redacted_total: int
+    source_ref_total: int
+
+
+class ChannelEventDossierResponse(BaseModel):
+    events: list[ChannelEventDossierItem]
+    total: int
+    limit: int
+    summary: ChannelEventDossierSummary
+
+
+class ChannelEventProviderCoverage(BaseModel):
+    provider: str
+    total: int
+    duplicate_total: int
+    redacted_total: int
+    source_ref_total: int
+    missing_source_refs_total: int
+    sentry_ref_total: int
+    signoz_ref_total: int
+    alert_ref_total: int
+    latest_received_at: datetime | None
+
+
+class ChannelEventDossierCoverageSummary(BaseModel):
+    source_count: int
+    source_envelope_total: int
+    missing_source_envelope_total: int
+    with_source_refs_total: int
+    missing_source_refs_total: int
+    duplicate_total: int
+    redacted_total: int
+    source_ref_total: int
+    sentry_ref_total: int
+    signoz_ref_total: int
+    alert_ref_total: int
+    latest_received_at: datetime | None
+
+
+class ChannelEventDossierCoverageResponse(BaseModel):
+    project_id: str
+    limit: int
+    summary: ChannelEventDossierCoverageSummary
+    providers: list[ChannelEventProviderCoverage]
+
+
+class ChannelEventRecurrenceSummary(BaseModel):
+    source_event_total: int
+    recurrence_group_total: int
+    recurrent_group_total: int
+    duplicate_event_total: int
+    linked_run_total: int
+    unlinked_event_total: int
+    auto_repair_linked_total: int = 0
+    verified_repair_group_total: int = 0
+    open_work_item_group_total: int = 0
+    manual_gate_group_total: int = 0
+    automation_gap_group_total: int = 0
+    failed_repair_group_total: int = 0
+    latest_received_at: datetime | None
+
+
+class ChannelEventRecurrenceItem(BaseModel):
+    recurrence_key: str
+    provider: str | None
+    alertname: str | None
+    severity: str | None
+    namespace: str | None
+    target_resource: str | None
+    fingerprint: str | None
+    latest_event_id: UUID | None
+    latest_provider_event_id: str | None
+    latest_content_preview: str | None
+    latest_run_id: UUID | None
+    latest_run_state: str | None
+    latest_agent_id: str | None
+    latest_incident_id: str | None = None
+    incident_ids: list[str] = Field(default_factory=list)
+    repair_summary: dict[str, Any] | None = None
+    work_item: dict[str, Any] | None = None
+    occurrence_total: int
+    duplicate_total: int
+    linked_run_total: int
+    source_ref_total: int
+    missing_source_refs_total: int
+    sentry_ref_total: int
+    signoz_ref_total: int
+    alert_ref_total: int
+    run_state_counts: dict[str, int]
+    first_received_at: datetime | None
+    latest_received_at: datetime | None
+
+
+class ChannelEventRecurrenceResponse(BaseModel):
+    project_id: str
+    limit: int
+    summary: ChannelEventRecurrenceSummary
+    items: list[ChannelEventRecurrenceItem]
+
+
+class RecurrenceWorkItemDryRunRequest(BaseModel):
+    """AwoooP recurrence work item dry-run request."""
+
+    project_id: str | None = Field(default=None, min_length=1)
+    work_item_id: str = Field(min_length=1)
+    mode: RecurrenceWorkItemMode = "auto"
+    provider: str | None = Field(default=None, min_length=1)
+    limit: int = Field(default=300, ge=1, le=300)
+
+
+@router.get(
+    "/events/dossier",
+    response_model=ChannelEventDossierResponse,
+    summary="查詢 Channel Event 來源卷宗",
+    description=(
+        "返回 redacted inbound source envelope，供 AwoooP Run Detail 顯示"
+        "告警來源、source refs、Sentry / SignOz / Alertmanager 關聯與去重狀態。"
+    ),
+)
+async def get_event_dossier(
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    run_id: UUID | None = Query(None, description="Run ID（可選）"),
+    provider_event_id: str | None = Query(
+        None, description="provider_event_id（可選）"
+    ),
+    limit: int = Query(20, ge=1, le=50, description="最多返回筆數"),
+) -> dict[str, Any]:
+    return await fetch_channel_event_dossier(
+        project_id=project_id,
+        run_id=run_id,
+        provider_event_id=provider_event_id,
+        limit=limit,
+    )
+
+
+@router.get(
+    "/events/dossier/coverage",
+    response_model=ChannelEventDossierCoverageResponse,
+    summary="查詢 Channel Event 來源卷宗覆蓋率",
+    description=(
+        "返回近期 inbound event 的 source_envelope / source_refs / 去重 / "
+        "Sentry / SignOz 關聯覆蓋率，供 AwoooP Run List 顯示告警是否已入庫。"
+    ),
+)
+async def get_event_dossier_coverage(
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    provider: str | None = Query(
+        None, description="provider（可選，如 sentry / signoz）"
+    ),
+    limit: int = Query(100, ge=1, le=200, description="最多納入統計筆數"),
+) -> dict[str, Any]:
+    return await fetch_channel_event_dossier_coverage(
+        project_id=project_id,
+        provider=provider,
+        limit=limit,
+    )
+
+
+@router.get(
+    "/events/dossier/recurrence",
+    response_model=ChannelEventRecurrenceResponse,
+    summary="查詢 Channel Event 重複發生與關聯 Run 狀態",
+    description=(
+        "將近期 inbound source events 依 fingerprint / alertname / namespace / target 分組，"
+        "顯示重複發生次數、去重數、source refs 與最新 linked run 狀態。"
+    ),
+)
+async def get_event_dossier_recurrence(
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    provider: str | None = Query(
+        None, description="provider（可選，如 alertmanager / sentry / signoz）"
+    ),
+    limit: int = Query(100, ge=1, le=300, description="最多納入統計筆數"),
+) -> dict[str, Any]:
+    return await fetch_channel_event_dossier_recurrence(
+        project_id=project_id,
+        provider=provider,
+        limit=limit,
+    )
+
+
+@router.get(
+    "/events/dossier/recurrence/work-item/preview",
+    summary="預覽重複告警工作項的安全處理計畫",
+    description=(
+        "依 recurrence read model 找出指定 work_item，返回下一步、pre-flight checks "
+        "與 read-only / no-write 保證；不修改 incident、auto-repair 或 ticket 狀態。"
+    ),
+)
+async def preview_event_recurrence_work_item(
+    work_item_id: str = Query(..., min_length=1, description="recurrence work_item_id"),
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    provider: str | None = Query(
+        None, description="provider（可選，如 alertmanager / sentry / signoz）"
+    ),
+    mode: RecurrenceWorkItemMode = Query("auto", description="預覽模式"),
+    limit: int = Query(300, ge=1, le=300, description="最多納入統計筆數"),
+) -> dict[str, Any]:
+    try:
+        return await fetch_recurrence_work_item_preview(
+            project_id=project_id,
+            work_item_id=work_item_id,
+            mode=mode,
+            provider=provider,
+            limit=limit,
+        )
+    except RecurrenceWorkItemNotFoundError as exc:
+        raise HTTPException(
+            status_code=404,
+            detail="recurrence_work_item_not_found",
+        ) from exc
+
+
+@router.post(
+    "/events/dossier/recurrence/work-item/dry-run",
+    summary="乾跑重複告警工作項的安全處理流程",
+    description=(
+        "依 recurrence read model 產生 dry-run 結果並寫入 pre-flight history，"
+        "但不修改 incident、auto-repair 或 ticket 狀態。"
+    ),
+)
+async def dry_run_event_recurrence_work_item(
+    request: RecurrenceWorkItemDryRunRequest,
+) -> dict[str, Any]:
+    try:
+        return await fetch_recurrence_work_item_dry_run(
+            project_id=request.project_id,
+            work_item_id=request.work_item_id,
+            mode=request.mode,
+            provider=request.provider,
+            limit=request.limit,
+        )
+    except RecurrenceWorkItemNotFoundError as exc:
+        raise HTTPException(
+            status_code=404,
+            detail="recurrence_work_item_not_found",
+        ) from exc
+
+
+@router.get(
+    "/events/recent",
+    response_model=RecentEventsResponse,
+    summary="列出最近 Channel Events",
+    description=(
+        "返回 awooop_conversation_event 最近事件。"
+        "可用 channel_type / provider_prefix 過濾，例如 alert-group 收斂事件。"
+    ),
+)
+async def list_recent_events(
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    channel_type: str | None = Query(None, description="通道類型（可選）"),
+    provider_prefix: str | None = Query(
+        None, description="provider_event_id 前綴（可選）"
+    ),
+    limit: int = Query(20, ge=1, le=100, description="最多返回筆數"),
+) -> dict[str, Any]:
+    return await list_recent_channel_events(
+        project_id=project_id,
+        channel_type=channel_type,
+        provider_prefix=provider_prefix,
+        limit=limit,
+    )

apps/api/src/api/v1/platform/operator_runs.py

@@ -15,12 +15,26 @@ from decimal import Decimal
 from typing import Any, Literal
 from uuid import UUID
 
-from fastapi import APIRouter, Query
+from fastapi import APIRouter, Depends, Query
 from pydantic import BaseModel, Field
 
+from src.core.awooop_operator_auth import (
+    AwoooPOperatorPrincipal,
+    verify_awooop_operator,
+)
 from src.services.platform_operator_service import (
     decide_approval as decide_approval_svc,
+)
+from src.services.platform_operator_service import (
+    get_run_detail as get_run_detail_svc,
+)
+from src.services.platform_operator_service import (
     list_approvals as list_approvals_svc,
+)
+from src.services.platform_operator_service import (
+    list_callback_replies as list_callback_replies_svc,
+)
+from src.services.platform_operator_service import (
     list_runs as list_runs_svc,
 )
 
@@ -40,6 +54,8 @@ class RunItem(BaseModel):
     step_count: int
     created_at: datetime
     timeout_at: datetime | None
+    remediation_summary: dict[str, Any] | None = None
+    callback_reply_summary: dict[str, Any] | None = None
 
 
 class ListRunsResponse(BaseModel):
@@ -49,12 +65,43 @@ class ListRunsResponse(BaseModel):
     per_page: int
 
 
+class CallbackReplyItem(BaseModel):
+    message_id: UUID
+    run_id: UUID
+    project_id: str
+    status: str
+    needs_human: bool
+    action: str | None = None
+    incident_id: str | None = None
+    event_at: datetime | None = None
+    channel_type: str
+    message_type: str
+    send_status: str
+    send_error: str | None = None
+    provider_message_id: str | None = None
+    triggered_by_state: str | None = None
+    content_preview: str | None = None
+    run_state: str | None = None
+    agent_id: str | None = None
+    run_created_at: datetime | None = None
+    callback_reply: dict[str, Any]
+    run_detail_href: str | None = None
+
+
+class ListCallbackRepliesResponse(BaseModel):
+    items: list[CallbackReplyItem]
+    total: int
+    page: int
+    per_page: int
+
+
 class ApprovalItem(BaseModel):
     run_id: UUID
     project_id: str
     agent_id: str
     created_at: datetime
     timeout_at: datetime | None
+    remediation_summary: dict[str, Any] | None = None
 
 
 class ListApprovalsResponse(BaseModel):
@@ -65,7 +112,10 @@ class ListApprovalsResponse(BaseModel):
 class DecideApprovalRequest(BaseModel):
     project_id: str = Field(..., description="租戶 ID")
     decision: Literal["approve", "reject"] = Field(..., description="核准或拒絕")
-    approver_id: str = Field(..., description="審核人 ID（platform_subject_id 或 operator email）")
+    approver_id: str | None = Field(
+        default=None,
+        description="Deprecated. Ignored; approver comes from trusted operator headers.",
+    )
     reason: str | None = Field(None, description="決策原因（可選）")
 
 
@@ -81,7 +131,8 @@ class DecideApprovalResponse(BaseModel):
     response_model=ListRunsResponse,
     summary="列出 Runs",
     description=(
-        "返回 awooop_run_state 記錄，支援 project_id / state filter 與分頁。\n\n"
+        "返回 awooop_run_state 記錄，支援 project_id / state / remediation_status / "
+        "callback_reply_status / incident_id filter 與分頁。\n\n"
         "- 按 created_at DESC 排序\n"
         "- 注意：此路徑為 /runs/list 以避免與 runs.py 的 /runs/{run_id} 衝突"
     ),
@@ -89,14 +140,74 @@ class DecideApprovalResponse(BaseModel):
 async def list_runs(
     project_id: str | None = Query(None, description="租戶 ID（可選）"),
     state: str | None = Query(None, description="Run 狀態 filter（可選）"),
+    remediation_status: str | None = Query(
+        None,
+        description="AI 證據狀態 filter（no_evidence/mcp_observed/read_only_dry_run/write_observed/blocked/observed）",
+    ),
+    callback_reply_status: str | None = Query(
+        None,
+        description="Telegram callback reply 狀態 filter（no_callback/sent/fallback_sent/rescue_sent/failed/observed）",
+    ),
+    incident_id: str | None = Query(None, description="關聯 Incident ID filter（可選）"),
     page: int = Query(1, ge=1, description="頁碼，從 1 開始"),
     per_page: int = Query(_DEFAULT_PER_PAGE, ge=1, le=_MAX_PER_PAGE, description="每頁筆數"),
 ) -> dict[str, Any]:
     return await list_runs_svc(
-        project_id=project_id, state=state, page=page, per_page=per_page
+        project_id=project_id,
+        state=state,
+        remediation_status=remediation_status,
+        callback_reply_status=callback_reply_status,
+        incident_id=incident_id,
+        page=page,
+        per_page=per_page,
     )
 
 
+@router.get(
+    "/runs/callback-replies",
+    response_model=ListCallbackRepliesResponse,
+    summary="列出 Telegram Callback Reply Evidence",
+    description=(
+        "從 AwoooP outbound mirror 查詢 Telegram 詳情 / 歷史 callback reply 的"
+        "送達、fallback、救援與失敗證據；只讀，不修改 incident、run 或 Telegram 狀態。"
+    ),
+)
+async def list_callback_replies(
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    callback_reply_status: str | None = Query(
+        None,
+        description="Telegram callback reply 狀態 filter（sent/fallback_sent/rescue_sent/failed/observed/no_callback）",
+    ),
+    action: str | None = Query(None, description="Callback action filter（例如 detail/history）"),
+    incident_id: str | None = Query(None, description="關聯 Incident ID filter（可選）"),
+    page: int = Query(1, ge=1, description="頁碼，從 1 開始"),
+    per_page: int = Query(20, ge=1, le=_MAX_PER_PAGE, description="每頁筆數"),
+) -> dict[str, Any]:
+    return await list_callback_replies_svc(
+        project_id=project_id,
+        callback_reply_status=callback_reply_status,
+        action=action,
+        incident_id=incident_id,
+        page=page,
+        per_page=per_page,
+    )
+
+
+@router.get(
+    "/runs/{run_id}/detail",
+    summary="查詢 Run 詳細時間線",
+    description=(
+        "返回單一 Run 的主狀態、Step Journal、MCP Gateway audit、"
+        "入站 Channel Event 與出站訊息，供 Operator Console 顯示完整處置脈絡。"
+    ),
+)
+async def get_run_detail(
+    run_id: str,
+    project_id: str | None = Query(None, description="租戶 ID（可選）"),
+) -> dict[str, Any]:
+    return await get_run_detail_svc(run_id=run_id, project_id=project_id)
+
+
 @router.get(
     "/approvals",
     response_model=ListApprovalsResponse,
@@ -108,8 +219,17 @@ async def list_runs(
 )
 async def list_approvals(
     project_id: str | None = Query(None, description="租戶 ID（可選）"),
+    run_id: str | None = Query(None, description="Run ID（可選，M8 詳情頁查單筆）"),
+    remediation_status: str | None = Query(
+        None,
+        description="AI 證據狀態 filter（no_evidence/mcp_observed/read_only_dry_run/write_observed/blocked/observed）",
+    ),
 ) -> dict[str, Any]:
-    return await list_approvals_svc(project_id=project_id)
+    return await list_approvals_svc(
+        project_id=project_id,
+        run_id=run_id,
+        remediation_status=remediation_status,
+    )
 
 
 @router.post(
@@ -126,11 +246,12 @@ async def list_approvals(
 async def decide_approval(
     run_id: str,
     body: DecideApprovalRequest,
+    operator: AwoooPOperatorPrincipal = Depends(verify_awooop_operator),
 ) -> dict[str, Any]:
     return await decide_approval_svc(
         run_id=run_id,
         project_id=body.project_id,
         decision=body.decision,
-        approver_id=body.approver_id,
+        approver_id=operator.operator_id,
         reason=body.reason,
     )

apps/api/src/api/v1/platform/truth_chain.py

@@ -0,0 +1,64 @@
+"""AwoooP Operator Console — truth-chain read API."""
+
+from __future__ import annotations
+
+from typing import Any
+
+from fastapi import APIRouter, Depends, Query
+
+from src.core.awooop_operator_auth import (
+    AwoooPOperatorPrincipal,
+    verify_awooop_operator,
+)
+from src.services.awooop_truth_chain_service import (
+    fetch_automation_quality_summary,
+    fetch_truth_chain,
+)
+
+router = APIRouter()
+
+
+@router.get(
+    "/truth-chain/quality/summary",
+    summary="查詢 AI 自動化品質總覽",
+    description=(
+        "T12c read-only aggregate endpoint. 聚合最近 incident 的 automation quality gate，"
+        "讓 Operator 不必逐張 Telegram 卡片判斷是否真正完成 AI 自動修復。"
+        "此總覽不回傳逐筆 examples；source-level truth-chain 詳情仍需 operator auth。"
+    ),
+)
+async def get_automation_quality_summary(
+    project_id: str = Query("awoooi", description="租戶 ID"),
+    hours: int = Query(24, ge=1, le=168, description="回看小時數"),
+    limit: int = Query(200, ge=1, le=500, description="最多評估 incident 數"),
+) -> dict[str, Any]:
+    summary = await fetch_automation_quality_summary(
+        project_id=project_id,
+        hours=hours,
+        limit=limit,
+    )
+    summary["examples"] = []
+    summary["visibility_note"] = (
+        "Aggregate only. Use /truth-chain/{source_id} with operator auth for source-level details."
+    )
+    return summary
+
+
+@router.get(
+    "/truth-chain/{source_id}",
+    summary="查詢 Telegram / Incident / Drift 真相鏈",
+    description=(
+        "T0 read-only endpoint. 聚合 incident、approval、evidence、MCP、"
+        "automation_operation_log、drift repeat state 與 outbound mirror，"
+        "讓 Operator Console 能判斷 Telegram 卡片目前卡在哪個流程節點。"
+    ),
+)
+async def get_truth_chain(
+    source_id: str,
+    project_id: str = Query("awoooi", description="租戶 ID"),
+    operator: AwoooPOperatorPrincipal = Depends(verify_awooop_operator),
+) -> dict[str, Any]:
+    # operator dependency intentionally gates this read API even though the
+    # principal is not otherwise needed by the aggregation query.
+    _ = operator
+    return await fetch_truth_chain(source_id=source_id, project_id=project_id)

apps/api/src/api/v1/rag.py

@@ -8,9 +8,10 @@ leWOOOgo 原則: Router 只做 HTTP 轉發，業務邏輯在 KnowledgeRAGService
 建立者: Claude Code (Phase 33 ADR-067)
 """
 
-from fastapi import APIRouter, BackgroundTasks, HTTPException
+from fastapi import APIRouter, BackgroundTasks
 from pydantic import BaseModel
 
+from src.core.config import get_settings
 from src.services.knowledge_rag_service import get_knowledge_rag_service
 
 router = APIRouter(prefix="/rag", tags=["RAG Knowledge Base"])
@@ -43,9 +44,10 @@ async def trigger_index(background_tasks: BackgroundTasks) -> RagIndexResponse:
     - .agents/skills/*.md
     """
     background_tasks.add_task(_run_index)
+    model = get_settings().OLLAMA_EMBEDDING_MODEL
     return RagIndexResponse(
         status="accepted",
-        message="索引已排程，背景執行中（nomic-embed-text @ Ollama 111）",
+        message=f"索引已排程，背景執行中（{model} @ Ollama GCP-A/GCP-B/111）",
     )
 
 
@@ -76,15 +78,16 @@ async def rag_debug() -> dict:
     try:
         async with httpx.AsyncClient(timeout=10.0) as c:
             from src.core.config import get_settings as _gs
+            settings = _gs()
             r = await c.post(
-                f"{_gs().OLLAMA_URL}/api/embeddings",
-                json={"model": "nomic-embed-text", "prompt": "test"},
+                f"{settings.OLLAMA_URL}/api/embeddings",
+                json={"model": settings.OLLAMA_EMBEDDING_MODEL, "prompt": "test"},
             )
             ollama_ok = r.status_code == 200 if r.status_code == 200 else f"http_{r.status_code}"
     except Exception as e:
         ollama_ok = f"error: {type(e).__name__}: {e}"
 
-    return {"cwd": os.getcwd(), "paths": paths_check, "ollama_111_embed": ollama_ok}
+    return {"cwd": os.getcwd(), "paths": paths_check, "ollama_embedding": ollama_ok}
 
 
 @router.get("/stats", summary="索引統計")

apps/api/src/api/v1/sentry_webhook.py

@@ -35,6 +35,7 @@ from src.models.approval import (
 )
 from src.services.anomaly_counter import get_anomaly_counter
 from src.services.approval_db import get_approval_service
+from src.services.channel_hub import record_external_alert_event
 from src.services.openclaw_http_service import get_openclaw_http_service
 from src.services.sentry_service import get_sentry_service
 # 2026-04-27 P3.1-T2 by Claude — Tier-2 三服務感知強化：補 SentryWebhookService 簽章驗證
@@ -124,16 +125,60 @@ async def handle_sentry_error(
 
         # 提取錯誤資訊
         issue_data = payload.get("data", {}).get("issue", {})
+        event_data = payload.get("data", {}).get("event", {})
+        issue_id = issue_data.get("id")
+        source_url = (
+            issue_data.get("permalink")
+            or issue_data.get("web_url")
+            or issue_data.get("url")
+        )
+
+        background_tasks.add_task(
+            record_external_alert_event,
+            project_id="awoooi",
+            provider="sentry",
+            event_id=str(issue_id or issue_data.get("shortId") or "unknown"),
+            stage="received",
+            title=str(issue_data.get("title") or "Sentry issue"),
+            severity=str(issue_data.get("level") or "error"),
+            namespace="sentry",
+            target_resource=str(issue_data.get("culprit") or issue_data.get("project", {}).get("slug") or "unknown"),
+            fingerprint=f"sentry-{issue_id or issue_data.get('shortId') or 'unknown'}",
+            source_url=source_url,
+            labels={
+                "project": issue_data.get("project", {}),
+                "level": issue_data.get("level"),
+                "culprit": issue_data.get("culprit"),
+            },
+            annotations={"message": event_data.get("message")},
+            payload=payload,
+        )
 
         # Phase 10.2.1: 去重檢查 (10 分鐘內不重複發送)
-        issue_id = issue_data.get("id")
         sentry_service = get_sentry_service()
         if not await sentry_service.check_dedup(issue_id, ttl=SENTRY_DEDUP_TTL):
+            background_tasks.add_task(
+                record_external_alert_event,
+                project_id="awoooi",
+                provider="sentry",
+                event_id=str(issue_id or issue_data.get("shortId") or "unknown"),
+                stage="deduplicated",
+                title=str(issue_data.get("title") or "Sentry issue"),
+                severity=str(issue_data.get("level") or "error"),
+                namespace="sentry",
+                target_resource=str(issue_data.get("culprit") or issue_data.get("project", {}).get("slug") or "unknown"),
+                fingerprint=f"sentry-{issue_id or issue_data.get('shortId') or 'unknown'}",
+                source_url=source_url,
+                labels={"project": issue_data.get("project", {}), "level": issue_data.get("level")},
+                annotations={"message": event_data.get("message")},
+                payload={"dedup_ttl": SENTRY_DEDUP_TTL},
+                is_duplicate=True,
+            )
             return {"status": "deduplicated", "issue_id": issue_id, "ttl": SENTRY_DEDUP_TTL}
-        event_data = payload.get("data", {}).get("event", {})
 
         error_context = {
             "issue_id": issue_data.get("id"),
+            "source_url": source_url,
             "title": issue_data.get("title"),
             "culprit": issue_data.get("culprit"),
             "level": issue_data.get("level"),
@@ -256,6 +301,29 @@ async def analyze_and_comment(
             analysis=analysis,
             anomaly_frequency=frequency_dict,
         )
+        await record_external_alert_event(
+            project_id="awoooi",
+            provider="sentry",
+            event_id=str(issue_id or error_context.get("issue_id") or "unknown"),
+            stage="approval_linked",
+            title=str(error_context.get("title") or "Sentry issue"),
+            severity=str(error_context.get("level") or "error"),
+            namespace="sentry",
+            target_resource=str(error_context.get("culprit") or error_context.get("project") or "unknown"),
+            fingerprint=f"sentry-{issue_id or error_context.get('issue_id') or 'unknown'}",
+            approval_id=approval_id,
+            source_url=error_context.get("source_url"),
+            labels={
+                "project": error_context.get("project"),
+                "level": error_context.get("level"),
+            },
+            annotations={"message": error_context.get("message")},
+            payload={
+                "anomaly_frequency": frequency_dict,
+                "ai_analyzed": analysis is not None,
+                "ai_provider": analysis.analyzed_by if analysis else None,
+            },
+        )
 
         # 4. 發送 Telegram 告警 (含頻率資訊)
         await send_sentry_telegram_alert(

apps/api/src/api/v1/signoz_webhook.py

@@ -18,6 +18,7 @@ AWOOOI API - SignOz Webhook Handler
 """
 
 import uuid
+from typing import TYPE_CHECKING
 
 import structlog
 from fastapi import APIRouter, BackgroundTasks, HTTPException, Request
@@ -37,10 +38,14 @@ from src.models.approval import (
 )
 from src.services.anomaly_counter import get_anomaly_counter
 from src.services.approval_db import get_approval_service
+from src.services.channel_hub import record_external_alert_event
 from src.services.incident_service import get_incident_service
 from src.services.telegram_gateway import get_telegram_gateway
 from src.utils.timezone import now_taipei_iso
 
+if TYPE_CHECKING:
+    from src.services.openclaw import LLMAnalysisResult
+
 logger = structlog.get_logger(__name__)
 
 router = APIRouter(prefix="/webhooks/signoz", tags=["SignOz Webhook"])
@@ -104,6 +109,26 @@ async def handle_signoz_alert(
             labels = alert.get("labels", {})
             annotations = alert.get("annotations", {})
             severity = labels.get("severity", "warning")
+            source_url = alert.get("generatorURL")
+            service_name = labels.get("service_name", labels.get("service", "unknown"))
+            fingerprint = labels.get("fingerprint") or f"signoz-{alert_name}-{service_name}"
+
+            background_tasks.add_task(
+                record_external_alert_event,
+                project_id="awoooi",
+                provider="signoz",
+                event_id=str(fingerprint),
+                stage="received",
+                title=str(alert_name),
+                severity=str(severity),
+                namespace=str(labels.get("namespace", "signoz")),
+                target_resource=str(service_name),
+                fingerprint=str(fingerprint),
+                source_url=source_url,
+                labels=labels,
+                annotations=annotations,
+                payload=alert,
+            )
 
             # 背景處理
             background_tasks.add_task(
@@ -113,6 +138,8 @@ async def handle_signoz_alert(
                 annotations=annotations,
                 severity=severity,
                 starts_at=alert.get("startsAt"),
+                source_url=source_url,
+                raw_payload=alert,
             )
 
             results.append({
@@ -133,6 +160,8 @@ async def process_signoz_alert(
     annotations: dict,
     severity: str,
     starts_at: str | None,
+    source_url: str | None = None,
+    raw_payload: dict | None = None,
 ):
     """
     背景處理 SignOz 告警
@@ -190,6 +219,7 @@ async def process_signoz_alert(
             "annotations": annotations,
             "fingerprint": f"signoz-{alert_name}-{labels.get('service_name', 'unknown')}",
         }
+        fingerprint = signal_data["fingerprint"]
         # ADR-037: 傳遞頻率統計到 Incident
         incident = await incident_service.create_incident_from_signal(
             signal_data, frequency_stats=anomaly_frequency
@@ -229,6 +259,30 @@ async def process_signoz_alert(
             anomaly_frequency=anomaly_frequency,
             analysis_result=analysis_result,  # 帶入 AI 結果
         )
+        await record_external_alert_event(
+            project_id="awoooi",
+            provider="signoz",
+            event_id=str(fingerprint),
+            stage="incident_linked",
+            title=str(alert_name),
+            severity=str(severity),
+            namespace=str(labels.get("namespace", "signoz")),
+            target_resource=str(labels.get("service_name", labels.get("service", "unknown"))),
+            fingerprint=str(fingerprint),
+            incident_id=str(incident.incident_id),
+            approval_id=str(approval_id),
+            source_url=source_url or trace_url,
+            labels=labels,
+            annotations=annotations,
+            payload={
+                "raw_alert": raw_payload or {},
+                "trace_url": trace_url,
+                "has_signoz_metrics": bool(signoz_metrics),
+                "ai_provider": ai_provider,
+                "tokens": tokens,
+                "cost": cost,
+            },
+        )
 
         # =================================================================
         # Step 5: 發送 Telegram 告警

apps/api/src/api/v1/telegram.py

@@ -19,6 +19,7 @@ Endpoints:
 - 每個 Nonce 只能使用一次
 """
 
+import asyncio
 from uuid import UUID
 
 from fastapi import APIRouter, HTTPException, status
@@ -27,6 +28,8 @@ from pydantic import BaseModel
 from src.core.config import settings
 from src.core.logging import get_logger
 from src.services.approval_db import get_approval_service
+from src.services.approval_execution import get_execution_service
+from src.services.incident_approval_service import get_incident_approval_service
 from src.services.security_interceptor import (
     NonceReplayError,
     UserNotWhitelistedError,
@@ -64,6 +67,80 @@ class TestPushRequest(BaseModel):
     incident_id: str = ""
 
 
+async def _run_telegram_approved_execution(approval) -> None:
+    """Run the approved action that originated from a Telegram callback."""
+    approval_id = str(getattr(approval, "id", ""))
+    incident_id = getattr(approval, "incident_id", None)
+    try:
+        result = await get_execution_service().execute_approved_action(approval)
+        logger.info(
+            "telegram_approval_execution_completed",
+            approval_id=approval_id,
+            incident_id=incident_id,
+            success=bool(result),
+        )
+    except Exception as exc:
+        logger.error(
+            "telegram_approval_execution_failed",
+            approval_id=approval_id,
+            incident_id=incident_id,
+            error=str(exc),
+        )
+
+
+def _schedule_telegram_approved_execution(approval) -> bool:
+    """Schedule execution after Telegram approval reaches required signatures."""
+    try:
+        asyncio.create_task(_run_telegram_approved_execution(approval))
+        logger.info(
+            "telegram_approval_execution_scheduled",
+            approval_id=str(getattr(approval, "id", "")),
+            incident_id=getattr(approval, "incident_id", None),
+        )
+        return True
+    except Exception as exc:
+        logger.error(
+            "telegram_approval_execution_schedule_failed",
+            approval_id=str(getattr(approval, "id", "")),
+            incident_id=getattr(approval, "incident_id", None),
+            error=str(exc),
+        )
+        return False
+
+
+async def _finalize_telegram_approval(approval, execution_triggered: bool) -> bool:
+    """Complete the execution handoff for Telegram approvals.
+
+    ApprovalDBService only records the signature/status transition. The actual
+    executor scheduling lives in API callers, so Telegram must mirror the REST
+    approval endpoint instead of stopping at a visual approval stamp.
+    """
+    if not execution_triggered:
+        return False
+    return _schedule_telegram_approved_execution(approval)
+
+
+async def _sync_telegram_rejection(approval_id: str) -> bool:
+    """Keep Incident state aligned when an approval is rejected from Telegram."""
+    try:
+        await get_incident_approval_service().on_approval_status_change(
+            approval_id=approval_id,
+            new_status="rejected",
+        )
+        logger.info(
+            "telegram_rejection_incident_synced",
+            approval_id=approval_id,
+        )
+        return True
+    except Exception as exc:
+        logger.error(
+            "telegram_rejection_incident_sync_failed",
+            approval_id=approval_id,
+            error=str(exc),
+        )
+        return False
+
+
 # =============================================================================
 # Endpoints
 # =============================================================================
@@ -198,12 +275,17 @@ async def telegram_webhook(
             )
 
             if approval:
+                execution_scheduled = await _finalize_telegram_approval(
+                    approval=approval,
+                    execution_triggered=execution_triggered,
+                )
                 logger.info(
                     "telegram_approval_signed",
                     approval_id=approval_id,
                     user_id=user_id,
                     status=approval.status.value,
                     execution_triggered=execution_triggered,
+                    execution_scheduled=execution_scheduled,
                 )
                 await _log_user_action("approve", True, getattr(approval, "incident_id", None))
 
@@ -213,6 +295,7 @@ async def telegram_webhook(
                     "approval_id": approval_id,
                     "status": approval.status.value,
                     "execution_triggered": execution_triggered,
+                    "execution_scheduled": execution_scheduled,
                 }
 
         elif action == "reject":
@@ -224,10 +307,12 @@ async def telegram_webhook(
             )
 
             if approval:
+                incident_synced = await _sync_telegram_rejection(approval_id)
                 logger.info(
                     "telegram_approval_rejected",
                     approval_id=approval_id,
                     user_id=user_id,
+                    incident_synced=incident_synced,
                 )
                 await _log_user_action("reject", False, getattr(approval, "incident_id", None))
 
@@ -236,6 +321,7 @@ async def telegram_webhook(
                     "message": "Rejected",
                     "approval_id": approval_id,
                     "status": approval.status.value,
+                    "incident_synced": incident_synced,
                 }
 
         return {"ok": False, "message": "Unknown action"}

apps/api/src/api/v1/webhooks.py

@@ -33,14 +33,8 @@ from pydantic import BaseModel, Field
 
 from src.core.config import settings
 from src.core.constants import is_cicd_alertname, is_heartbeat_alertname
-from src.services.alert_rule_engine import get_incident_type, match_rule
-from src.services.action_parser import is_safe_kubectl_action
-from src.services.security_interceptor import check_webhook_nonce  # P0-06: nonce dedup via Service 層
 from src.core.logging import get_logger
 from src.core.metrics import record_alert_chain_success
-
-# Phase 15.2: Trace Context (moved to SignalProducerService)
-# get_trace_context 已移至 Service 層
 from src.models.approval import (
     ApprovalRequestCreate,
     BlastRadius,
@@ -48,31 +42,43 @@ from src.models.approval import (
     DryRunCheck,
     RiskLevel,
 )
-
-# R4 #129 (2026-04-01 ogt): AlertPayload/AlertResponse 移至 models 層，AlertAnalyzer 移至 services 層
-# ogt 更新 v1.1 2026-04-01 台北時間: generate_alert_fingerprint 移至 alert_analyzer_service (ADR-024)
-# [首席架構師] 移除 generate_alert_fingerprint 直接 import，改用 AlertAnalyzer.generate_fingerprint v1.2 2026-04-01 Asia/Taipei
 from src.models.webhook import AlertPayload, AlertResponse
+from src.services.action_parser import is_safe_kubectl_action
 from src.services.alert_analyzer_service import AlertAnalyzer
+from src.services.alert_approval_guard import guard_alert_approval_action
+from src.services.alert_grouping_service import get_alert_grouping_service
+from src.services.alert_rule_engine import get_incident_type, match_rule
 from src.services.alertmanager_llm_guard import (
     ALERTMANAGER_LLM_INFLIGHT_LOCK_TTL_SECONDS,
     try_acquire_alertmanager_llm_lock,
 )
 from src.services.approval_db import get_approval_service
+from src.services.auto_approve import get_auto_approve_policy
+from src.services.auto_repair_service import AutoRepairService
+from src.services.channel_hub import (
+    record_alertmanager_event,
+    record_grouped_alert_event,
+)
+
+# Phase 15.2: Trace Context (moved to SignalProducerService)
+# get_trace_context 已移至 Service 層
+
+# R4 #129 (2026-04-01 ogt): AlertPayload/AlertResponse 移至 models 層，AlertAnalyzer 移至 services 層
+# ogt 更新 v1.1 2026-04-01 台北時間: generate_alert_fingerprint 移至 alert_analyzer_service (ADR-024)
+# [首席架構師] 移除 generate_alert_fingerprint 直接 import，改用 AlertAnalyzer.generate_fingerprint v1.2 2026-04-01 Asia/Taipei
 
 # Phase 17 P0: Service 層 (消除 Router 直接存取 Redis)
 # C2 修正 (首席架構師審查 2026-04-10): create_incident_for_approval + extract_affected_services 已移入 Service 層
 from src.services.incident_service import (
     classify_alert_early,
     create_incident_for_approval,
-    extract_affected_services,
     get_incident_service,
 )
-from src.services.auto_approve import get_auto_approve_policy
-from src.services.auto_repair_service import AutoRepairService
 
 # Phase 5: OpenClaw AI Engine
 from src.services.openclaw import get_openclaw
+from src.services.playbook_match_resolver import resolve_playbook_id_for_alert
+from src.services.security_interceptor import check_webhook_nonce  # P0-06: nonce dedup via Service 層
 from src.services.signal_producer import SignalData, get_signal_producer
 
 # Phase 5: Telegram Gateway (行動戰情室)
@@ -81,9 +87,6 @@ from src.services.telegram_gateway import TelegramGatewayError, get_telegram_gat
 # Phase 18.1.7: K8s 資源名稱正規化 已移至 alert_analyzer_service (R4 #129)
 from src.utils.timezone import now_taipei
 
-# ADR-076: 告警聚合引擎 (2026-04-14 Claude Haiku 4.5 Asia/Taipei)
-from src.services.alert_grouping_service import get_alert_grouping_service
-
 router = APIRouter(prefix="/webhooks", tags=["Webhooks"])
 logger = get_logger("awoooi.webhooks")
 
@@ -136,6 +139,38 @@ def _should_use_alertmanager_rule_first(
     )
 
 
+async def _analyze_alertmanager_with_timeout(
+    openclaw,
+    alert_context: dict,
+    *,
+    alert_id: str,
+    alertname: str,
+) -> tuple:
+    """Run Alertmanager AI analysis without letting it block the workflow forever."""
+
+    try:
+        return await asyncio.wait_for(
+            openclaw.analyze_alert(alert_context),
+            timeout=ALERTMANAGER_BACKGROUND_AI_TIMEOUT_SECONDS,
+        )
+    except TimeoutError:
+        logger.warning(
+            "alertmanager_openclaw_timeout_fallback",
+            alert_id=alert_id,
+            alertname=alertname,
+            timeout_sec=ALERTMANAGER_BACKGROUND_AI_TIMEOUT_SECONDS,
+        )
+        return None, "fallback_timeout", "", None, "", 0, 0.0
+    except Exception as exc:
+        logger.warning(
+            "alertmanager_openclaw_failed_fallback",
+            alert_id=alert_id,
+            alertname=alertname,
+            error=str(exc),
+        )
+        return None, "fallback_error", "", None, "", 0, 0.0
+
+
 async def _escalate_auto_repair_unavailable(
     *,
     incident_id: str,
@@ -163,6 +198,19 @@ async def _escalate_auto_repair_unavailable(
     )
 
 
+def _auto_repair_action_label(result, fallback_target: str) -> str:
+    """Build a verifier label that includes the actual playbook steps."""
+    playbook_id = getattr(result, "playbook_id", None) or "unknown"
+    steps = getattr(result, "executed_steps", None) or []
+    step_text = " | ".join(str(step) for step in steps).strip()
+    if not step_text:
+        step_text = fallback_target
+    step_text = " ".join(step_text.split())
+    if len(step_text) > 240:
+        step_text = f"{step_text[:237]}..."
+    return f"auto_repair_playbook:{playbook_id} {step_text}".strip()
+
+
 async def _try_auto_repair_background(
     incident_id: str,
     approval_id: str,
@@ -252,6 +300,46 @@ async def _try_auto_repair_background(
             },
         )
 
+        _pre_execution_snapshot = None
+        try:
+            from src.core.feature_flags import aiops_flags
+
+            if aiops_flags.is_sub_flag_enabled("AIOPS_P1_PRE_DECISION_INVESTIGATOR"):
+                from src.services.evidence_snapshot import get_latest_snapshot
+                from src.services.post_execution_verifier import get_post_execution_verifier
+
+                _pre_execution_snapshot = await get_latest_snapshot(incident_id)
+                if _pre_execution_snapshot is None:
+                    from src.services.pre_decision_investigator import (
+                        get_pre_decision_investigator,
+                    )
+
+                    _pre_execution_snapshot = await asyncio.wait_for(
+                        get_pre_decision_investigator().investigate(incident),
+                        timeout=60.0,
+                    )
+                if _pre_execution_snapshot is not None:
+                    await asyncio.wait_for(
+                        get_post_execution_verifier().capture_pre_execution_state(
+                            incident,
+                            _pre_execution_snapshot,
+                        ),
+                        timeout=30.0,
+                    )
+        except asyncio.TimeoutError:
+            logger.warning(
+                "auto_repair_pre_state_capture_timeout",
+                incident_id=incident_id,
+                approval_id=approval_id,
+            )
+        except Exception as _pre_state_err:
+            logger.warning(
+                "auto_repair_pre_state_capture_failed",
+                incident_id=incident_id,
+                approval_id=approval_id,
+                error=str(_pre_state_err),
+            )
+
         # 執行自動修復
         logger.info(
             "auto_repair_executing",
@@ -263,6 +351,7 @@ async def _try_auto_repair_background(
             playbook=decision.playbook,
             is_cold_start=decision.is_cold_start,
             similarity_score=decision.similarity_score,
+            run_post_verification=False,
         )
 
         logger.info(
@@ -273,6 +362,20 @@ async def _try_auto_repair_background(
 
         # 記錄執行結果
         if result:
+            try:
+                await get_approval_service().update_execution_status(
+                    approval_id=approval_id,
+                    success=result.success,
+                    error_message=result.error,
+                )
+            except Exception as _approval_status_err:
+                logger.warning(
+                    "auto_repair_approval_status_update_failed",
+                    approval_id=approval_id,
+                    incident_id=incident_id,
+                    error=str(_approval_status_err),
+                )
+
             await op_log.append(
                 "EXECUTION_COMPLETED",
                 incident_id=incident_id,
@@ -336,11 +439,10 @@ async def _try_auto_repair_background(
                     from src.services.evidence_snapshot import get_latest_snapshot
                     from src.services.learning_service import get_learning_service
 
-                    _snapshot = await get_latest_snapshot(incident_id)
-                    _action_label = (
-                        f"{target_resource}:{namespace}"
-                        if not result.success
-                        else f"auto_repair_playbook:{result.playbook_id}"
+                    _snapshot = _pre_execution_snapshot or await get_latest_snapshot(incident_id)
+                    _action_label = _auto_repair_action_label(
+                        result,
+                        fallback_target=f"{target_resource}:{namespace}",
                     )
                     _verifier = get_post_execution_verifier()
                     _verify_result = await asyncio.wait_for(
@@ -792,6 +894,7 @@ async def verify_webhook_signature(
 
 # 戰略 B: 滑動時間窗 (ADR-073: 5 分鐘改 30 分鐘，防同一問題反覆重建 Incident，2026-04-12 ogt)
 DEBOUNCE_WINDOW_MINUTES = 30
+ALERTMANAGER_BACKGROUND_AI_TIMEOUT_SECONDS = 90.0
 
 
 # =============================================================================
@@ -1105,7 +1208,12 @@ async def receive_alert(
         # 呼叫 OpenClaw LLM 分析 (v7.0 含 SignOz 整合)
         # 2026-03-29 ogt: 加入 Token/Cost 追蹤
         openclaw = get_openclaw()
-        analysis_result, ai_provider, raw_response, signoz_metrics, signoz_trace_url, ai_tokens, ai_cost = await openclaw.analyze_alert(alert_context)
+        analysis_result, ai_provider, raw_response, signoz_metrics, signoz_trace_url, ai_tokens, ai_cost = await _analyze_alertmanager_with_timeout(
+            openclaw,
+            alert_context,
+            alert_id=alert_id,
+            alertname=alert.alert_type,
+        )
 
         if analysis_result:
             # LLM 分析成功
@@ -1147,15 +1255,33 @@ async def receive_alert(
             data_impact = impact_mapping.get(blast.data_impact.value, DataImpact.NONE)
 
             # 2026-04-27 Claude Sonnet 4.6: shadow-run Step1 — 補 metadata kwarg，讓 extra_metadata 可觀測
+            _cmd_cs1 = (analysis_result.kubectl_command or "").strip()
+            _alertname_cs1 = str((alert.labels or {}).get("alertname") or alert.alert_type or "")
+            _guarded_action_cs1 = await guard_alert_approval_action(
+                action=(_cmd_cs1 or f"{analysis_result.action_title} | NO_ACTION"),
+                alert_namespace=alert.namespace,
+                alertname=_alertname_cs1,
+                alert_category=get_incident_type(_alertname_cs1),
+            )
+            _matched_playbook_id_cs1 = await resolve_playbook_id_for_alert(
+                alertname=_alertname_cs1,
+                affected_services=analysis_result.affected_services
+                or ([alert.target_resource] if alert.target_resource else []),
+                severity=risk_level.value,
+            )
+            if _guarded_action_cs1.blocked:
+                risk_level = RiskLevel.LOW
+                _cmd_cs1 = ""
+
             _approval_metadata_cs1 = {
                 "source": ai_provider,
                 "confidence_score": analysis_result.confidence,
                 "is_rule_based": False,
-                "playbook_id": None,
+                "playbook_id": _matched_playbook_id_cs1,
+                **_guarded_action_cs1.metadata,
             }
-            _cmd_cs1 = (analysis_result.kubectl_command or "").strip()
             approval_create = ApprovalRequestCreate(
-                action=(_cmd_cs1 or f"{analysis_result.action_title} | NO_ACTION"),
+                action=_guarded_action_cs1.action,
                 description=f"[AI: {ai_provider}] {analysis_result.action_title} | {analysis_result.description}",
                 risk_level=risk_level,
                 blast_radius=BlastRadius(
@@ -1172,6 +1298,7 @@ async def receive_alert(
                 ],
                 requested_by=f"OpenClaw ({ai_provider})",
                 metadata=_approval_metadata_cs1,
+                matched_playbook_id=_matched_playbook_id_cs1,
             )
             suggested_action = analysis_result.kubectl_command
         else:
@@ -1218,7 +1345,7 @@ async def receive_alert(
         # 設計：confidence ≥ 0.85 + 非 CRITICAL + 非破壞性 + 有 kubectl 指令 → 直接執行
         # 安全防線：CRITICAL / destructive patterns / NO_ACTION/INVESTIGATE/OBSERVE / 空 kubectl → 降級 PENDING
         if analysis_result:
-            _cs1_kubectl = analysis_result.kubectl_command.strip() if analysis_result.kubectl_command else ""
+            _cs1_kubectl = _cmd_cs1
             _cs1_can_auto = (
                 bool(_cs1_kubectl)
                 and analysis_result.confidence >= 0.85
@@ -1239,7 +1366,7 @@ async def receive_alert(
                         required_signatures=0,
                         status=ApprovalStatus.APPROVED,
                         risk_level=risk_level.value,
-                        matched_playbook_id=None,
+                        matched_playbook_id=_matched_playbook_id_cs1,
                         metadata={
                             **_approval_metadata_cs1,
                             "is_high_confidence": True,
@@ -1420,6 +1547,39 @@ class AlertmanagerPayload(BaseModel):
     alerts: list[AlertmanagerAlert]
 
 
+_CICD_JOB_STATUSES = frozenset({"running", "success", "failed", "pending"})
+
+
+def _cicd_job_status_from_alert(alert: AlertmanagerAlert) -> str:
+    """將 CI/CD Alertmanager label 轉成 TelegramGateway 支援的狀態。
+
+    2026-05-12 Codex: Gitea workflow 先送進 AWOOI API，不能只靠
+    severity=info 推 success，否則 failed/pending 事件進 AwoooP 後語義會失真。
+    """
+    labels = alert.labels or {}
+    for key in ("status", "job_status", "ci_status"):
+        value = str(labels.get(key) or "").strip().lower()
+        if value in _CICD_JOB_STATUSES:
+            return value
+
+    severity = str(labels.get("severity") or "").strip().lower()
+    if severity == "info":
+        return "success"
+    if severity in {"critical", "error"}:
+        return "failed"
+    return "running"
+
+
+def _cicd_duration_seconds_from_alert(alert: AlertmanagerAlert) -> int:
+    labels = alert.labels or {}
+    raw = labels.get("duration_seconds") or labels.get("duration") or 0
+    try:
+        value = int(str(raw).strip())
+    except (TypeError, ValueError):
+        return 0
+    return max(value, 0)
+
+
 def is_internal_ip(client_ip: str) -> bool:
     """檢查是否為內網 IP"""
     import ipaddress
@@ -1456,6 +1616,11 @@ async def _process_new_alert_background(
     try:
         service = get_approval_service()
         openclaw = get_openclaw()
+        traced_alert_labels = {
+            **(alert_labels or {}),
+            "fingerprint": fingerprint,
+            "alert_id": alert_id,
+        }
 
         rule_response = match_rule(alert_context)
         should_bypass_llm = _should_use_alertmanager_rule_first(rule_response, alert_category)
@@ -1489,7 +1654,6 @@ async def _process_new_alert_background(
                 str(blast.get("data_impact", "NONE")).upper(),
                 DataImpact.NONE,
             )
-            rule_action_title = str(rule_response.get("action_title", "人工排查主機告警"))
             rule_kubectl = str(rule_response.get("kubectl_command", "")).strip()
             rule_description = str(rule_response.get("description", message))
             rule_action = (
@@ -1497,13 +1661,31 @@ async def _process_new_alert_background(
                 if rule_kubectl else
                 f"NO_ACTION - {rule_description[:120]}"
             )
+            _matched_playbook_id_cs2 = await resolve_playbook_id_for_alert(
+                rule_id=str(rule_response.get("rule_id", "")),
+                alertname=alertname,
+                affected_services=[target_resource] if target_resource else [],
+                severity=rule_risk.value,
+            )
+            _guarded_action_cs2 = await guard_alert_approval_action(
+                action=rule_action,
+                alert_namespace=namespace,
+                alertname=alertname,
+                alert_category=alert_category,
+            )
+            if _guarded_action_cs2.blocked:
+                rule_action = _guarded_action_cs2.action
+                rule_kubectl = ""
+                rule_risk = RiskLevel.LOW
 
             # 2026-04-27 Claude Sonnet 4.6: shadow-run Step1 — 補 metadata kwarg，讓 extra_metadata 可觀測
             _approval_metadata_cs2 = {
                 "source": "rule_engine",
                 "confidence_score": float(rule_response.get("confidence", 0.0) or 0.0),
                 "is_rule_based": True,
-                "playbook_id": str(rule_response.get("rule_id", "")) or None,
+                "rule_id": str(rule_response.get("rule_id", "")) or None,
+                "playbook_id": _matched_playbook_id_cs2,
+                **_guarded_action_cs2.metadata,
             }
             approval_create = ApprovalRequestCreate(
                 action=rule_action,
@@ -1534,6 +1716,7 @@ async def _process_new_alert_background(
                 ],
                 requested_by="OpenClaw (rule-engine)",
                 metadata=_approval_metadata_cs2,
+                matched_playbook_id=_matched_playbook_id_cs2,
             )
 
             approval = await service.create_approval_with_fingerprint(
@@ -1565,6 +1748,10 @@ async def _process_new_alert_background(
             # 2026-04-27 ogt + Claude Sonnet 4.6: CS2 規則引擎自動執行
             # 設計：is_rule_based=True 確定性高，滿足條件直接執行，不等人工審核
             # 安全防線：CRITICAL / destructive patterns / NO_ACTION / 空 kubectl → 全部降級 PENDING
+            _cs2_auto_approval = None
+            _cs2_executor = None
+            _cs2_exec_success: bool | None = None
+            _cs2_exec_error: str | None = None
             try:
                 from src.models.approval import ApprovalRequest, ApprovalStatus
                 from src.services.approval_execution import ApprovalExecutionService
@@ -1584,10 +1771,11 @@ async def _process_new_alert_background(
                         required_signatures=0,
                         status=ApprovalStatus.APPROVED,
                         risk_level=rule_risk.value,
-                        matched_playbook_id=_approval_metadata_cs2.get("playbook_id"),
+                        matched_playbook_id=_matched_playbook_id_cs2,
                     )
                     # 使用 DB 中剛建立的 approval.id 讓 executor 可回寫
                     _auto_approval.id = approval.id
+                    _cs2_auto_approval = _auto_approval
 
                     _cs2_executor = ApprovalExecutionService()
                     _cs2_exec_success = await _cs2_executor.execute_approved_action(_auto_approval)
@@ -1610,6 +1798,8 @@ async def _process_new_alert_background(
                         exec_success=_cs2_exec_success,
                     )
             except Exception as _auto_err:
+                _cs2_exec_success = False if _cs2_auto_approval is not None else None
+                _cs2_exec_error = str(_auto_err)
                 logger.warning(
                     "cs2_auto_execute_failed_degraded_to_pending",
                     approval_id=str(approval.id),
@@ -1625,7 +1815,7 @@ async def _process_new_alert_background(
                 message=message,
                 source="alertmanager",
                 alertname=alertname,
-                alert_labels=alert_labels,
+                alert_labels=traced_alert_labels,
                 notification_type=notification_type,
                 alert_category=alert_category,
             )
@@ -1641,6 +1831,41 @@ async def _process_new_alert_background(
                     error=str(_meta_err),
                 )
 
+            await record_alertmanager_event(
+                project_id="awoooi",
+                alert_id=alert_id,
+                alertname=alertname,
+                severity=severity,
+                namespace=namespace,
+                target_resource=target_resource,
+                fingerprint=fingerprint,
+                stage="incident_linked",
+                notification_type=notification_type,
+                alert_category=alert_category,
+                incident_id=incident_id,
+                approval_id=str(approval.id),
+                repeat_count=1,
+                labels=traced_alert_labels,
+                annotations=alert_context.get("annotations", {}),
+            )
+
+            if _cs2_auto_approval is not None and _cs2_exec_success is not None:
+                try:
+                    _cs2_auto_approval.incident_id = incident_id
+                    _cs2_executor = _cs2_executor or ApprovalExecutionService()
+                    await _cs2_executor.finalize_auto_approved_execution(
+                        _cs2_auto_approval,
+                        success=_cs2_exec_success,
+                        error_message=_cs2_exec_error,
+                    )
+                except Exception as _cs2_finalize_err:
+                    logger.warning(
+                        "cs2_auto_execute_finalize_failed",
+                        approval_id=str(approval.id),
+                        incident_id=incident_id,
+                        error=str(_cs2_finalize_err),
+                    )
+
             _is_heartbeat = is_heartbeat_alertname(alertname)
             if can_auto_repair and not _is_heartbeat:
                 await _try_auto_repair_background(
@@ -1694,7 +1919,12 @@ async def _process_new_alert_background(
             record_alert_chain_success("alertmanager")
             return
 
-        analysis_result, ai_provider, raw_response, signoz_metrics, signoz_trace_url, ai_tokens, ai_cost = await openclaw.analyze_alert(alert_context)
+        analysis_result, ai_provider, raw_response, signoz_metrics, signoz_trace_url, ai_tokens, ai_cost = await _analyze_alertmanager_with_timeout(
+            openclaw,
+            alert_context,
+            alert_id=alert_id,
+            alertname=alertname,
+        )
 
         if analysis_result:
             risk_mapping = {
@@ -1724,15 +1954,34 @@ async def _process_new_alert_background(
             data_impact = impact_mapping.get(blast.data_impact.value, DataImpact.NONE) if blast else DataImpact.NONE
 
             # 2026-04-27 Claude Sonnet 4.6: shadow-run Step1 — 補 metadata kwarg，讓 extra_metadata 可觀測
+            _cmd_cs3 = (analysis_result.kubectl_command or "").strip()
+            _guarded_action_cs3 = await guard_alert_approval_action(
+                action=(_cmd_cs3 or f"{analysis_result.action_title} | NO_ACTION"),
+                alert_namespace=namespace,
+                alertname=alertname,
+                alert_category=alert_category,
+            )
+            _matched_playbook_id_cs3 = await resolve_playbook_id_for_alert(
+                rule_id=str(rule_response.get("rule_id", "")),
+                alertname=alertname,
+                affected_services=analysis_result.affected_services
+                or ([target_resource] if target_resource else []),
+                severity=risk_level.value,
+            )
+            if _guarded_action_cs3.blocked:
+                risk_level = RiskLevel.LOW
+                _cmd_cs3 = ""
+
             _approval_metadata_cs3 = {
                 "source": ai_provider,
                 "confidence_score": analysis_result.confidence,
                 "is_rule_based": False,
-                "playbook_id": None,
+                "rule_id": str(rule_response.get("rule_id", "")) or None,
+                "playbook_id": _matched_playbook_id_cs3,
+                **_guarded_action_cs3.metadata,
             }
-            _cmd_cs3 = (analysis_result.kubectl_command or "").strip()
             approval_create = ApprovalRequestCreate(
-                action=(_cmd_cs3 or f"{analysis_result.action_title} | NO_ACTION"),
+                action=_guarded_action_cs3.action,
                 description=f"[AI: {ai_provider}] {analysis_result.action_title} | {analysis_result.description}",
                 risk_level=risk_level,
                 blast_radius=BlastRadius(
@@ -1747,6 +1996,7 @@ async def _process_new_alert_background(
                 ],
                 requested_by=f"OpenClaw ({ai_provider})",
                 metadata=_approval_metadata_cs3,
+                matched_playbook_id=_matched_playbook_id_cs3,
             )
 
             approval = await service.create_approval_with_fingerprint(
@@ -1760,7 +2010,7 @@ async def _process_new_alert_background(
                     "risk_level": risk_level.value,
                     "confidence": analysis_result.confidence,
                     "action": approval_create.action,
-                    "kubectl_command": analysis_result.kubectl_command,
+                    "kubectl_command": _cmd_cs3,
                     "is_rule_based": False,
                     "source": ai_provider,
                 }
@@ -1776,7 +2026,7 @@ async def _process_new_alert_background(
                 logger.warning("shadow_auto_approve_failed", error=str(_shadow_err_cs3))
 
             # 2026-04-27 Claude Sonnet 4.6: CS3 LLM 高信心自動執行（修法3擴展）
-            _cs3_kubectl = (analysis_result.kubectl_command or "").strip()
+            _cs3_kubectl = _cmd_cs3
             _cs3_can_auto = (
                 bool(_cs3_kubectl)
                 and analysis_result.confidence >= 0.85
@@ -1784,8 +2034,15 @@ async def _process_new_alert_background(
                 and "NO_ACTION" not in (analysis_result.action_title or "")
                 and is_safe_kubectl_action(_cs3_kubectl)
             )
+            _cs3_auto_approval = None
+            _cs3_executor = None
+            _cs3_exec_success: bool | None = None
+            _cs3_exec_error: str | None = None
             if _cs3_can_auto:
                 try:
+                    from src.models.approval import ApprovalRequest, ApprovalStatus
+                    from src.services.approval_execution import ApprovalExecutionService
+
                     _cs3_auto_approval = ApprovalRequest(
                         action=approval_create.action,
                         description=approval_create.description,
@@ -1793,7 +2050,7 @@ async def _process_new_alert_background(
                         required_signatures=0,
                         status=ApprovalStatus.APPROVED,
                         risk_level=risk_level.value,
-                        matched_playbook_id=None,
+                        matched_playbook_id=_matched_playbook_id_cs3,
                         metadata={
                             **_approval_metadata_cs3,
                             "is_high_confidence": True,
@@ -1802,8 +2059,17 @@ async def _process_new_alert_background(
                             else "cs3_auto_confident_execution",
                         },
                     )
+                    _cs3_auto_approval.id = approval.id
                     _cs3_executor = ApprovalExecutionService()
                     _cs3_exec_success = await _cs3_executor.execute_approved_action(_cs3_auto_approval)
+                    try:
+                        await service.update_execution_status(approval.id, _cs3_exec_success)
+                    except Exception as _cs3_upd_err:
+                        logger.warning(
+                            "cs3_auto_execute_status_update_failed",
+                            approval_id=str(approval.id),
+                            error=str(_cs3_upd_err),
+                        )
                     logger.info(
                         "cs3_llm_auto_executed",
                         approval_id=str(approval.id),
@@ -1819,6 +2085,8 @@ async def _process_new_alert_background(
                         ),
                     )
                 except Exception as _cs3_exec_err:
+                    _cs3_exec_success = False if _cs3_auto_approval is not None else None
+                    _cs3_exec_error = str(_cs3_exec_err)
                     logger.warning("cs3_llm_auto_execute_failed", error=str(_cs3_exec_err))
 
             incident_id = await create_incident_for_approval(
@@ -1830,7 +2098,7 @@ async def _process_new_alert_background(
                 message=message,
                 source="alertmanager",
                 alertname=alertname,
-                alert_labels=alert_labels,
+                alert_labels=traced_alert_labels,
                 notification_type=notification_type,
                 alert_category=alert_category,
             )
@@ -1846,6 +2114,41 @@ async def _process_new_alert_background(
                     error=str(_meta_err),
                 )
 
+            await record_alertmanager_event(
+                project_id="awoooi",
+                alert_id=alert_id,
+                alertname=alertname,
+                severity=severity,
+                namespace=namespace,
+                target_resource=target_resource,
+                fingerprint=fingerprint,
+                stage="incident_linked",
+                notification_type=notification_type,
+                alert_category=alert_category,
+                incident_id=incident_id,
+                approval_id=str(approval.id),
+                repeat_count=1,
+                labels=traced_alert_labels,
+                annotations=alert_context.get("annotations", {}),
+            )
+
+            if _cs3_auto_approval is not None and _cs3_exec_success is not None:
+                try:
+                    _cs3_auto_approval.incident_id = incident_id
+                    _cs3_executor = _cs3_executor or ApprovalExecutionService()
+                    await _cs3_executor.finalize_auto_approved_execution(
+                        _cs3_auto_approval,
+                        success=_cs3_exec_success,
+                        error_message=_cs3_exec_error,
+                    )
+                except Exception as _cs3_finalize_err:
+                    logger.warning(
+                        "cs3_auto_execute_finalize_failed",
+                        approval_id=str(approval.id),
+                        incident_id=incident_id,
+                        error=str(_cs3_finalize_err),
+                    )
+
             root_cause = analysis_result.description or message
             estimated_downtime = blast.estimated_downtime if blast else "~30s"
             primary_responsibility = analysis_result.primary_responsibility or "COLLAB"
@@ -1895,7 +2198,7 @@ async def _process_new_alert_background(
                 risk_level=risk_level.value,
                 resource_name=target_resource,
                 root_cause=root_cause,
-                suggested_action=(analysis_result.kubectl_command or "").strip() or analysis_result.suggested_action.value,
+                suggested_action=approval_create.action,
                 estimated_downtime=estimated_downtime,
                 hit_count=1,
                 primary_responsibility=primary_responsibility,
@@ -1921,11 +2224,17 @@ async def _process_new_alert_background(
         else:
             # LLM 失敗 - 使用預設值
             # 2026-04-27 Claude Sonnet 4.6: shadow-run Step1 — 補 metadata kwarg，讓 extra_metadata 可觀測
+            _matched_playbook_id_cs4 = await resolve_playbook_id_for_alert(
+                rule_id=str(rule_response.get("rule_id", "")),
+                alertname=alertname,
+                affected_services=[target_resource] if target_resource else [],
+                severity="medium",
+            )
             _approval_metadata_cs4 = {
                 "source": "fallback",
                 "confidence_score": None,
                 "is_rule_based": False,
-                "playbook_id": None,
+                "playbook_id": _matched_playbook_id_cs4,
             }
             fallback_create = ApprovalRequestCreate(
                 action="OBSERVE",
@@ -1940,6 +2249,7 @@ async def _process_new_alert_background(
                 dry_run_checks=[],
                 requested_by="OpenClaw (fallback)",
                 metadata=_approval_metadata_cs4,
+                matched_playbook_id=_matched_playbook_id_cs4,
             )
 
             approval = await service.create_approval_with_fingerprint(
@@ -1977,7 +2287,7 @@ async def _process_new_alert_background(
                 message=message,
                 source="alertmanager",
                 alertname=alertname,
-                alert_labels=alert_labels,
+                alert_labels=traced_alert_labels,
                 notification_type=notification_type,
                 alert_category=alert_category,
             )
@@ -1993,6 +2303,55 @@ async def _process_new_alert_background(
                     error=str(_meta_err),
                 )
 
+            await record_alertmanager_event(
+                project_id="awoooi",
+                alert_id=alert_id,
+                alertname=alertname,
+                severity=severity,
+                namespace=namespace,
+                target_resource=target_resource,
+                fingerprint=fingerprint,
+                stage="incident_linked",
+                notification_type=notification_type,
+                alert_category=alert_category,
+                incident_id=fallback_incident_id,
+                approval_id=str(approval.id),
+                repeat_count=1,
+                labels=traced_alert_labels,
+                annotations=alert_context.get("annotations", {}),
+            )
+
+            _is_heartbeat = is_heartbeat_alertname(alertname)
+            if can_auto_repair and not _is_heartbeat:
+                await _try_auto_repair_background(
+                    incident_id=fallback_incident_id,
+                    approval_id=str(approval.id),
+                    alert_type=alert_type,
+                    target_resource=target_resource,
+                    namespace=namespace,
+                )
+            elif not can_auto_repair and not _is_heartbeat:
+                from src.repositories.alert_operation_log_repository import get_alert_operation_log_repository
+                _op_log_fallback = get_alert_operation_log_repository()
+                await _op_log_fallback.append(
+                    "GUARDRAIL_BLOCKED",
+                    incident_id=fallback_incident_id,
+                    approval_id=str(approval.id),
+                    actor="prometheus-rule",
+                    action_detail=f"Prometheus rule 設定 auto_repair=false，fallback 轉人工: {alertname}",
+                    success=False,
+                    context={"alertname": alertname, "auto_repair_flag": False},
+                )
+                await _escalate_auto_repair_unavailable(
+                    incident_id=fallback_incident_id,
+                    approval_id=str(approval.id),
+                    alert_type=alert_type,
+                    target_resource=target_resource,
+                    namespace=namespace,
+                    failure_reason="Prometheus rule auto_repair=false，fallback 未進入自動修復評估",
+                    attempted_actions="llm_fallback -> guardrail:auto_repair_false -> emergency_intervention",
+                )
+
             await _push_to_telegram_background(
                 approval_id=str(approval.id),
                 risk_level="medium",
@@ -2125,11 +2484,12 @@ async def alertmanager_webhook(
             telegram = get_telegram_gateway()
             # 解析 CI/CD 狀態
             stage = alert.labels.get("stage", "")
-            job_status = "success" if alert.labels.get("severity") == "info" else "running"
+            job_status = _cicd_job_status_from_alert(alert)
             commit_sha = alert.labels.get("commit", "")
             triggered_by = alert.labels.get("triggered_by", "CI")
             workflow_url = alert.annotations.get("workflow_url", "")
             summary = alert.annotations.get("summary", alertname)
+            detail_message = alert.annotations.get("description", "")
 
             await telegram.send_cicd_progress(
                 job_name=summary,
@@ -2137,6 +2497,8 @@ async def alertmanager_webhook(
                 stage=stage,
                 commit_sha=commit_sha,
                 triggered_by=triggered_by,
+                duration_seconds=_cicd_duration_seconds_from_alert(alert),
+                message=detail_message,
                 workflow_url=workflow_url,
             )
 
@@ -2236,6 +2598,22 @@ async def alertmanager_webhook(
         target=target_resource,
         fingerprint=fingerprint,
     )
+    background_tasks.add_task(
+        record_alertmanager_event,
+        project_id="awoooi",
+        alert_id=alert_id,
+        alertname=alertname,
+        severity=severity,
+        namespace=namespace,
+        target_resource=target_resource,
+        fingerprint=fingerprint,
+        stage="received",
+        notification_type=notification_type,
+        alert_category=alert_category,
+        source_url=alert.generatorURL,
+        labels=dict(alert.labels) if alert.labels else {},
+        annotations=dict(alert.annotations) if alert.annotations else {},
+    )
 
     # ==========================================================================
     # ADR-076: 告警聚合引擎 — 5 分鐘滑動視窗，防止告警風暴
@@ -2266,6 +2644,19 @@ async def alertmanager_webhook(
             parent_fingerprint=grouping_result.parent_fingerprint,
             reason="Alert storm suppressed — child alert within 5-min window",
         )
+        background_tasks.add_task(
+            record_grouped_alert_event,
+            project_id="awoooi",
+            alert_id=alert_id,
+            alertname=alertname,
+            severity=severity,
+            namespace=namespace,
+            target_resource=target_resource,
+            group_key=grouping_result.group_key,
+            count=grouping_result.count,
+            parent_fingerprint=grouping_result.parent_fingerprint,
+            fingerprint=fingerprint,
+        )
         return AlertResponse(
             success=True,
             message=(
@@ -2305,6 +2696,26 @@ async def alertmanager_webhook(
                     hit_count=updated_approval.hit_count,
                     reason="Converged alert - Telegram already sent for this fingerprint",
                 )
+                background_tasks.add_task(
+                    record_alertmanager_event,
+                    project_id="awoooi",
+                    alert_id=alert_id,
+                    alertname=alertname,
+                    severity=severity,
+                    namespace=namespace,
+                    target_resource=target_resource,
+                    fingerprint=fingerprint,
+                    stage="converged",
+                    notification_type=notification_type,
+                    alert_category=alert_category,
+                    incident_id=getattr(updated_approval, "incident_id", None),
+                    approval_id=str(updated_approval.id),
+                    repeat_count=updated_approval.hit_count,
+                    is_duplicate=True,
+                    source_url=alert.generatorURL,
+                    labels=dict(alert.labels) if alert.labels else {},
+                    annotations=dict(alert.annotations) if alert.annotations else {},
+                )
 
                 return AlertResponse(
                     success=True,
@@ -2332,10 +2743,27 @@ async def alertmanager_webhook(
                 message=message,
                 source="alertmanager",
                 alertname=alertname,
-                alert_labels=alert.labels,
+                alert_labels={**alert.labels, "fingerprint": fingerprint, "alert_id": alert_id},
                 notification_type="TYPE-1",
                 alert_category=alert_category,
             )
+            background_tasks.add_task(
+                record_alertmanager_event,
+                project_id="awoooi",
+                alert_id=alert_id,
+                alertname=alertname,
+                severity=severity,
+                namespace=namespace,
+                target_resource=target_resource,
+                fingerprint=fingerprint,
+                stage="incident_linked",
+                notification_type="TYPE-1",
+                alert_category=alert_category,
+                incident_id=_info_incident_id,
+                source_url=alert.generatorURL,
+                labels={**alert.labels, "fingerprint": fingerprint, "alert_id": alert_id},
+                annotations=dict(alert.annotations) if alert.annotations else {},
+            )
             # 2026-04-15 ogt: TYPE-1 純資訊告警建立後立即關閉
             # 設計原則: backup/heartbeat/info 告警無需追蹤狀態，通知即完成
             # 防止 incidents 表無限累積 INVESTIGATING 記錄（ADR-073 漏洞修補）
@@ -2355,7 +2783,7 @@ async def alertmanager_webhook(
             record_alert_chain_success("alertmanager")
             return AlertResponse(
                 success=True,
-                message=f"✅ TYPE-1 純資訊告警已通知 (no LLM)",
+                message="✅ TYPE-1 純資訊告警已通知 (no LLM)",
                 alert_id=alert_id,
                 approval_created=False,
             )
@@ -2367,6 +2795,23 @@ async def alertmanager_webhook(
                 fingerprint=fingerprint,
                 ttl_seconds=ALERTMANAGER_LLM_INFLIGHT_LOCK_TTL_SECONDS,
             )
+            background_tasks.add_task(
+                record_alertmanager_event,
+                project_id="awoooi",
+                alert_id=alert_id,
+                alertname=alertname,
+                severity=severity,
+                namespace=namespace,
+                target_resource=target_resource,
+                fingerprint=fingerprint,
+                stage="llm_inflight_suppressed",
+                notification_type=notification_type,
+                alert_category=alert_category,
+                is_duplicate=True,
+                source_url=alert.generatorURL,
+                labels=dict(alert.labels) if alert.labels else {},
+                annotations=dict(alert.annotations) if alert.annotations else {},
+            )
             return AlertResponse(
                 success=True,
                 message="🛡️ 告警已由同指紋背景 AI 分析處理中，跳過重複 LLM 呼叫",

apps/api/src/core/awooop_operator_auth.py

@@ -0,0 +1,126 @@
+"""
+AwoooP Operator authentication boundary.
+
+ADR-116 Gate 5 approval decisions must not trust browser-supplied identities.
+This module accepts a short-lived operator identity only when it is paired with
+the server-side AwoooP operator key.
+"""
+
+from __future__ import annotations
+
+import re
+import secrets
+from dataclasses import dataclass
+from typing import Annotated
+
+import structlog
+from fastapi import Header, HTTPException, status
+
+from src.core.config import settings
+
+logger = structlog.get_logger(__name__)
+
+_OPERATOR_ID_RE = re.compile(r"^[A-Za-z0-9][A-Za-z0-9_.:@-]{1,127}$")
+_PROD_ENVS = {"prod", "production"}
+
+
+@dataclass(frozen=True, slots=True)
+class AwoooPOperatorPrincipal:
+    """Authenticated AwoooP operator principal."""
+
+    operator_id: str
+    auth_method: str
+
+
+def _auth_error(detail: str = "Operator authentication required") -> HTTPException:
+    return HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=detail)
+
+
+def _clean_operator_id(operator_id: str | None) -> str:
+    if operator_id is None:
+        raise _auth_error()
+    cleaned = operator_id.strip()
+    if not _OPERATOR_ID_RE.fullmatch(cleaned):
+        raise HTTPException(
+            status_code=status.HTTP_422_UNPROCESSABLE_CONTENT,
+            detail="Invalid operator identity",
+        )
+    return cleaned
+
+
+def authenticate_awooop_operator_headers(
+    operator_id: str | None,
+    operator_key: str | None,
+    *,
+    configured_key: str | None = None,
+    environment: str | None = None,
+) -> AwoooPOperatorPrincipal:
+    """Validate trusted AwoooP operator headers.
+
+    Args:
+        operator_id: Value from ``X-AwoooP-Operator-Id``.
+        operator_key: Value from ``X-AwoooP-Operator-Key``.
+        configured_key: Server-side shared key. Defaults to settings.
+        environment: Runtime environment. Defaults to settings.
+
+    Returns:
+        Authenticated operator principal.
+
+    Raises:
+        HTTPException: 401 when authentication is missing/invalid, or 422 for
+            malformed operator identity.
+    """
+    cleaned_operator_id = _clean_operator_id(operator_id)
+    expected_key = (
+        settings.AWOOOP_OPERATOR_API_KEY
+        if configured_key is None
+        else configured_key
+    )
+    runtime_env = (environment or settings.ENVIRONMENT or "").lower()
+
+    if not expected_key:
+        if runtime_env in _PROD_ENVS:
+            logger.critical(
+                "awooop_operator_key_missing_in_production",
+                environment=runtime_env,
+            )
+            raise _auth_error()
+        logger.warning(
+            "awooop_operator_key_skipped_dev_only",
+            environment=runtime_env,
+            operator_id=cleaned_operator_id,
+        )
+        return AwoooPOperatorPrincipal(
+            operator_id=cleaned_operator_id,
+            auth_method="dev_header",
+        )
+
+    if not operator_key:
+        logger.warning("awooop_operator_key_missing", operator_id=cleaned_operator_id)
+        raise _auth_error()
+
+    if not secrets.compare_digest(operator_key, expected_key):
+        logger.warning("awooop_operator_key_invalid", operator_id=cleaned_operator_id)
+        raise _auth_error()
+
+    return AwoooPOperatorPrincipal(
+        operator_id=cleaned_operator_id,
+        auth_method="operator_api_key",
+    )
+
+
+async def verify_awooop_operator(
+    x_awooop_operator_id: Annotated[
+        str | None,
+        Header(alias="X-AwoooP-Operator-Id"),
+    ] = None,
+    x_awooop_operator_key: Annotated[
+        str | None,
+        Header(alias="X-AwoooP-Operator-Key"),
+    ] = None,
+) -> AwoooPOperatorPrincipal:
+    """FastAPI dependency for operator mutation endpoints."""
+    return authenticate_awooop_operator_headers(
+        operator_id=x_awooop_operator_id,
+        operator_key=x_awooop_operator_key,
+    )

apps/api/src/core/config.py

@@ -145,7 +145,7 @@ class Settings(BaseSettings):
     # ==========================================================================
     # ADR-104: LLM Playbook Generator
     # 成功修復且未命中既有 Playbook 時，用本地 LLM 生成 DRAFT/REVIEW Playbook。
-    # 成本護欄：實作層只走 local provider（Ollama 111 → Ollama 188），不新增雲端 fallback。
+    # 成本護欄：實作層只走 local provider（GCP-A → GCP-B → 111），不新增雲端 fallback。
     # 回滾指令: kubectl set env deployment/awoooi-api ENABLE_LLM_PLAYBOOK_GENERATION=false
     # ==========================================================================
     ENABLE_LLM_PLAYBOOK_GENERATION: bool = Field(
@@ -215,8 +215,8 @@ class Settings(BaseSettings):
         description="Phase 25 P0: DIAGNOSE NIM timeout (秒)，實測 2.2-27.3s avg 10.6s，60s 含 buffer",
     )
     OLLAMA_DIAGNOSE_TIMEOUT_SECONDS: int = Field(
-        default=200,
-        description="Phase 25 P0: Ollama timeout (秒)，實測 CPU-only 238s，保留欄位但 DIAGNOSE 不再走 Ollama",
+        default=300,
+        description="Ollama diagnose timeout (秒)。GCP qwen3:14b CPU-only can exceed the old 120s proxy limit.",
     )
 
     # ==========================================================================
@@ -370,11 +370,16 @@ class Settings(BaseSettings):
             )
         return v
 
-    # 2026-04-25 Claude Engineer-C (P1.1): Ollama 健康檢測推理測試模型
+    # 2026-05-05 Codex: health inference must stay on alert-fast model; qwen2.5
+    # keeps reloading a 7B model on CPU-only GCP and slows incident fallback.
     OLLAMA_HEALTH_CHECK_MODEL: str = Field(
-        default="qwen2.5:7b-instruct",
+        default="gemma3:4b",
         description="OllamaHealthMonitor 推理測試使用模型（P1.1）",
     )
+    OLLAMA_EMBEDDING_MODEL: str = Field(
+        default="bge-m3:latest",
+        description="Ollama embedding model. ADR-110 migrated embeddings from nomic-embed-text to bge-m3.",
+    )
     # 2026-04-12 ogt: 心跳必須確認載入的 Ollama 模型清單
     # 2026-05-04 ogt + Claude Sonnet 4.6: ADR-110 GCP 升級，更新必要模型清單（nomic→bge-m3 + 新增 qwen3:14b + hermes3）
     OLLAMA_REQUIRED_MODELS: list[str] = Field(
@@ -500,10 +505,42 @@ class Settings(BaseSettings):
         default=False,
         description=(
             "Allow LocalCodeReviewService to fall back to Gemini when the "
-            "GCP-B/Ollama code-review lane fails. Default false to avoid "
+            "local Ollama code-review lane fails. Default false to avoid "
             "unexpected cloud spend from Gitea push/PR alerts."
         ),
     )
+    ALERT_AI_ALLOW_CLOUD_FALLBACK: bool = Field(
+        default=True,
+        description=(
+            "Allow incident/alert OpenClaw analysis to use cloud fallback "
+            "providers after the GCP-A/GCP-B/111 Ollama lane is exhausted. "
+            "Default true so Gemini can act as the final backup, after the "
+            "ordered Ollama lane is exhausted."
+        ),
+    )
+    ALERT_AI_ENFORCE_OLLAMA_FIRST: bool = Field(
+        default=True,
+        description=(
+            "Force incident/alert OpenClaw analysis to try GCP-A, then GCP-B, "
+            "then local 111 before cloud backup providers such as Gemini."
+        ),
+    )
+    ALERT_OLLAMA_MODEL: str = Field(
+        default="qwen3:14b",
+        description=(
+            "Ollama model used for incident/alert deep diagnosis. Alert cards "
+            "may wait for this model; Gemini remains a backup after GCP-A, "
+            "GCP-B, and 111 fail."
+        ),
+    )
+    INCIDENT_LLM_TIMEOUT_SECONDS: int = Field(
+        default=360,
+        description=(
+            "Outer timeout for incident OpenClaw proposal generation. This must "
+            "be long enough for the GCP-A/GCP-B/111 Ollama lane to complete "
+            "before Gemini backup is considered useful."
+        ),
+    )
     # 2026-03-29 ogt: ADR-036 Nemotron Tool Calling 整合
     NVIDIA_API_KEY: str = Field(
         default="",
@@ -565,6 +602,13 @@ class Settings(BaseSettings):
         default="",
         description="API Key for K8s admin endpoints (X-K8s-Api-Key header)",
     )
+    AWOOOP_OPERATOR_API_KEY: str = Field(
+        default="",
+        description=(
+            "API key for AwoooP operator mutation endpoints "
+            "(X-AwoooP-Operator-Key header)"
+        ),
+    )
 
     # ==========================================================================
     # 統帥鐵律：禁止 SQLite (AWOOOI 憲法)
@@ -855,7 +899,7 @@ class Settings(BaseSettings):
     # ==========================================================================
     # MCP Phase 2b: Prometheus MCP Server (ADR-071, 2026-04-11 Claude Sonnet 4.6)
     # ==========================================================================
-    # 2026-04-29 ogt + Claude Opus 4.7: drift fix — 188 是 Ollama Hub，Prometheus 實際在 110
+    # 2026-04-29 ogt + Claude Opus 4.7: drift fix — Prometheus 實際在 110
     # ConfigMap 04-configmap.yaml 也是 110；governance_agent / SLO check 連 188 會 timeout
     # 此 drift 是 SPF-4 (governance_agent silently fail) 根因之一
     PROMETHEUS_URL: str = Field(
@@ -929,7 +973,7 @@ class Settings(BaseSettings):
             "devops": "192.168.0.110",      # Harbor, GH Runner
             "security": "192.168.0.112",    # Kali Scanner
             "k3s_master": "192.168.0.120",  # K3s Master
-            "ai_web": "192.168.0.188",      # Nginx, Postgres, Redis, Ollama
+            "ai_web": "192.168.0.188",      # Nginx, Postgres, Redis, SignOz
         }
 
 

apps/api/src/core/logging.py

@@ -11,6 +11,7 @@ Features:
 """
 
 import logging
+import re
 import sys
 from typing import Any
 
@@ -19,6 +20,28 @@ from structlog.types import Processor
 
 from src.core.config import settings
 
+_TELEGRAM_BOT_URL_RE = re.compile(r"(api\.telegram\.org/bot)[^/\s]+")
+
+
+def _redact_sensitive_log_text(text: str) -> str:
+    """遮蔽可能出現在第三方 logger 訊息中的敏感 URL。"""
+    return _TELEGRAM_BOT_URL_RE.sub(r"\1<redacted>", text)
+
+
+class SensitiveURLRedactionFilter(logging.Filter):
+    """標準 logging filter：避免 httpx 等第三方 logger 把 token URL 打進 log。"""
+
+    def filter(self, record: logging.LogRecord) -> bool:
+        record.msg = _redact_sensitive_log_text(str(record.msg))
+        if isinstance(record.args, tuple):
+            record.args = tuple(_redact_sensitive_log_text(str(arg)) for arg in record.args)
+        elif isinstance(record.args, dict):
+            record.args = {
+                key: _redact_sensitive_log_text(str(value))
+                for key, value in record.args.items()
+            }
+        return True
+
 
 def setup_logging() -> None:
     """Configure structlog for the application"""
@@ -68,6 +91,15 @@ def setup_logging() -> None:
         stream=sys.stdout,
         level=logging.getLevelName(settings.LOG_LEVEL),
     )
+    redaction_filter = SensitiveURLRedactionFilter()
+    root_logger = logging.getLogger()
+    root_logger.addFilter(redaction_filter)
+    for handler in root_logger.handlers:
+        handler.addFilter(redaction_filter)
+
+    # httpx INFO 會輸出完整 request URL；Telegram Bot API URL 內含 token。
+    logging.getLogger("httpx").setLevel(logging.WARNING)
+    logging.getLogger("httpcore").setLevel(logging.WARNING)
 
 
 def get_logger(name: str | None = None, **initial_context: Any) -> structlog.BoundLogger:

apps/api/src/core/unit_of_work.py

@@ -17,6 +17,7 @@ PostgreSQL 事務管理器，確保多表操作原子性。
 from typing import Any
 
 import structlog
+from sqlalchemy import text
 from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker
 
 logger = structlog.get_logger(__name__)
@@ -49,14 +50,20 @@ class UnitOfWork:
         - Redis 操作失敗時必須手動呼叫 rollback()
     """
 
-    def __init__(self, session_factory: async_sessionmaker[AsyncSession]):
+    def __init__(
+        self,
+        session_factory: async_sessionmaker[AsyncSession],
+        project_id: str | None = None,
+    ):
         """
         初始化 UnitOfWork
 
         Args:
             session_factory: SQLAlchemy async session factory
+            project_id: RLS project context. None means contextvar/default awoooi.
         """
         self._session_factory = session_factory
+        self._project_id = project_id
         self._session: AsyncSession | None = None
         self._committed = False
 
@@ -74,9 +81,18 @@ class UnitOfWork:
 
     async def __aenter__(self) -> "UnitOfWork":
         """進入事務"""
+        from src.core.context import get_current_project_id
+
         self._session = self._session_factory()
+        effective_pid = (
+            self._project_id if self._project_id is not None else get_current_project_id()
+        )
+        await self._session.execute(
+            text("SELECT set_config('app.project_id', :pid, TRUE)"),
+            {"pid": effective_pid},
+        )
         self._committed = False
-        logger.debug("uow_started")
+        logger.debug("uow_started", project_id=effective_pid)
         return self
 
     async def __aexit__(

apps/api/src/db/awooop_models.py

@@ -10,7 +10,7 @@ from __future__ import annotations
 from datetime import datetime
 from decimal import Decimal
 from typing import Any
-from uuid import UUID, uuid4
+from uuid import UUID
 
 from sqlalchemy import (
     Boolean,
@@ -577,8 +577,8 @@ class AwoooPMcpGatewayAudit(Base):
     run_id: Mapped[UUID | None] = mapped_column(nullable=True)
     trace_id: Mapped[str | None] = mapped_column(String(128), nullable=True)
     agent_id: Mapped[str | None] = mapped_column(String(128), nullable=True)
-    tool_id: Mapped[UUID] = mapped_column(
-        ForeignKey("awooop_mcp_tool_registry.tool_id"), nullable=False
+    tool_id: Mapped[UUID | None] = mapped_column(
+        ForeignKey("awooop_mcp_tool_registry.tool_id"), nullable=True
     )
     tool_name: Mapped[str] = mapped_column(String(128), nullable=False)
     credential_ref: Mapped[str | None] = mapped_column(String(256), nullable=True)
@@ -635,6 +635,13 @@ class AwoooPConversationEvent(Base):
     content_type: Mapped[str] = mapped_column(String(32), nullable=False, default="text")
     content_hash: Mapped[str | None] = mapped_column(String(64), nullable=True)
     content_preview: Mapped[str | None] = mapped_column(String(256), nullable=True)
+    content_redacted: Mapped[str | None] = mapped_column(Text, nullable=True)
+    redaction_version: Mapped[str] = mapped_column(
+        String(32), nullable=False, server_default=text("'audit_sink_v1'")
+    )
+    source_envelope: Mapped[dict[str, Any]] = mapped_column(
+        JSONB, nullable=False, server_default=text("'{}'::jsonb")
+    )
     attachment_sha256: Mapped[str | None] = mapped_column(String(64), nullable=True)
     is_duplicate: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
     provider_ts: Mapped[datetime | None] = mapped_column(nullable=True)
@@ -680,6 +687,13 @@ class AwoooPOutboundMessage(Base):
     message_type: Mapped[str] = mapped_column(String(32), nullable=False)
     content_hash: Mapped[str | None] = mapped_column(String(64), nullable=True)
     content_preview: Mapped[str | None] = mapped_column(String(256), nullable=True)
+    content_redacted: Mapped[str | None] = mapped_column(Text, nullable=True)
+    redaction_version: Mapped[str] = mapped_column(
+        String(32), nullable=False, server_default=text("'audit_sink_v1'")
+    )
+    source_envelope: Mapped[dict[str, Any]] = mapped_column(
+        JSONB, nullable=False, server_default=text("'{}'::jsonb")
+    )
     provider_message_id: Mapped[str | None] = mapped_column(String(64), nullable=True)
     send_status: Mapped[str] = mapped_column(String(16), nullable=False, default="pending")
     send_error: Mapped[str | None] = mapped_column(Text, nullable=True)

apps/api/src/db/base.py

@@ -106,10 +106,13 @@ async def get_db() -> AsyncGenerator[AsyncSession, None]:
     factory = get_session_factory()
     async with factory() as session:
         try:
+            from src.core.context import get_current_project_id
+
             # AwoooP Phase 2.3 (2026-05-04 ogt): SET LOCAL app.project_id 讓 RLS Policy 生效
-            # 預設 'awoooi'，多租戶路由將在 middleware 注入實際 project_id
+            # 預設 'awoooi'，多租戶路由將透過 contextvar 注入實際 project_id
             await session.execute(
-                text("SELECT set_config('app.project_id', 'awoooi', TRUE)")
+                text("SELECT set_config('app.project_id', :pid, TRUE)"),
+                {"pid": get_current_project_id()},
             )
             yield session
             await session.commit()

apps/api/src/hermes/nl_gateway.py

@@ -9,6 +9,7 @@ Layer 1 意圖路由（關鍵字正則）→ Ollama 本地模型（111）→ Tel
   debugger/vuln → deepseek-r1:14b（推理）; code agents → qwen2.5-coder:7b; 其他 → qwen2.5:7b-instruct
 """
 from __future__ import annotations
+
 import asyncio
 import re
 import time
@@ -17,7 +18,6 @@ import httpx
 import structlog
 from sqlalchemy import text
 
-from src.core.config import settings
 from src.core.redis_client import get_redis
 from src.db.base import get_db_context
 from src.hermes.agent_loader import get_agent_system_prompt
@@ -266,7 +266,9 @@ async def process_nl_message(
     success = False
     error_type: str | None = None
     try:
-        ollama_base = getattr(settings, "OLLAMA_URL", "http://34.143.170.20:11434")  # 2026-05-03 ogt: ADR-110 GCP-A Primary
+        from src.services.ollama_endpoint_resolver import resolve_ollama_endpoint
+
+        ollama_base = resolve_ollama_endpoint("hermes")
         async with httpx.AsyncClient(timeout=_OLLAMA_TIMEOUT) as _hc:
             resp = await _hc.post(
                 f"{ollama_base}/api/chat",

apps/api/src/jobs/ai_slo_watchdog_job.py

@@ -46,6 +46,7 @@ _DEDUP_TTL_SEC = 3600    # 同一告警 1 小時內不重複發送
 _TG_SILENCE_THRESHOLD = 2    # PENDING telegram_message_id IS NULL 告警門檻
 _FLYWHEEL_SUCCESS_MIN = 0.30  # 執行成功率下限
 _STUCK_ANALYSIS_THRESHOLD = 3  # Agent Debate 失敗導致卡住的告警門檻
+_TRUST_DRIFT_META_MIN_RATIO = 0.20  # 低於此比例只記治理事件，不升 Meta System
 
 # 2026-05-03 ogt + Claude Opus 4.7 — feedback_silencing_alerts_recurring_violation
 # 啟動寬限期：30 分鐘內可 skip「資料還沒到」噪音；超過寬限期仍空 = 真資料管線斷，必須告警
@@ -210,7 +211,8 @@ async def _check_once() -> None:
         from src.services.governance_agent import get_governance_agent
         trust_result = await get_governance_agent().check_trust_drift(emit_alert=False)
         drifted = trust_result.get("drifted", 0)
-        if drifted > 0:
+        drift_ratio = float(trust_result.get("drift_ratio") or 0.0)
+        if drifted > 0 and drift_ratio >= _TRUST_DRIFT_META_MIN_RATIO:
             auto_deprecated = trust_result.get("auto_deprecated", 0)
             kept = trust_result.get("kept", 0)
             violations.append(
@@ -219,6 +221,13 @@ async def _check_once() -> None:
             )
             # 2026-05-05 ogt W6 修復：移除動態 low_count，避免 count 微變繞過 dedup
             violation_codes.append("W6:trust_drift")
+        elif drifted > 0:
+            logger.info(
+                "watchdog_w6_trust_drift_below_meta_threshold",
+                drifted=drifted,
+                drift_ratio=round(drift_ratio, 3),
+                threshold=_TRUST_DRIFT_META_MIN_RATIO,
+            )
     except Exception as e:
         logger.warning("watchdog_w6_trust_drift_check_failed", error=str(e))
 

apps/api/src/jobs/asset_scanner_job.py

@@ -479,7 +479,7 @@ async def _collect_all_k8s_assets() -> tuple[list[dict[str, Any]], list[dict[str
 
     # 6. Prometheus targets — 補齊 host-install services (110/112/188/125 等非 K8s)
     #    Gap 1 修補 (2026-04-19 audit): 原本 asset_inventory 只涵蓋 K8s,
-    #    110 Harbor/Gitea/監控 + 188 PostgreSQL/Redis/Ollama host-install 全漏
+    #    110 Harbor/Gitea/監控 + 188 PostgreSQL/Redis host-install 全漏
     #    用 Prometheus /api/v1/targets 自動發現全節點服務
     try:
         prom_assets, host_relationships = await _collect_prometheus_targets()

apps/api/src/jobs/capacity_forecaster_job.py

@@ -172,7 +172,7 @@ _LLM_FORECAST_PROMPT = """你是 AWOOOI 容量規劃專家。以下 host 過去
 {findings_json}
 
 ## 當前主機環境資訊
-  - 主機架構: 110 (Harbor/Gitea/監控), 112 (Security), 120/121 (K3s), 125 (K3s backup), 188 (PG/Redis/Ollama/MinIO)
+  - 主機架構: 110 (Harbor/Gitea/監控), 112 (Security), 120/121 (K3s), 125 (K3s backup), 188 (PG/Redis/MinIO)
   - 判斷請考慮: 該主機上跑什麼服務、常見瓶頸模式
 
 ## 輸出規格 (必須是合法 JSON,純 JSON 無前後文字)

apps/api/src/jobs/kb_rot_cleaner.py

@@ -28,7 +28,7 @@ from datetime import timedelta
 import structlog
 from sqlalchemy import select, update
 
-from src.db.base import get_session_factory
+from src.db.base import get_db_context
 from src.db.models import AiGovernanceEvent, KnowledgeEntryRecord
 from src.utils.timezone import now_taipei
 
@@ -129,7 +129,7 @@ class KbRotCleaner:
         rot_reasons: dict[str, list[str]] = {}
         total = 0
 
-        async with get_session_factory()() as session:
+        async with get_db_context() as session:
             # 只掃 active 狀態（非 archived）
             q = await session.execute(
                 select(KnowledgeEntryRecord).where(
@@ -193,7 +193,7 @@ class KbRotCleaner:
         if not result.stale_ids:
             return
 
-        async with get_session_factory()() as session:
+        async with get_db_context() as session:
             # 逐條更新（避免 bulk update 覆蓋 tags JSONB）
             q = await session.execute(
                 select(KnowledgeEntryRecord).where(
@@ -220,7 +220,7 @@ class KbRotCleaner:
     async def _save_event(self, result: RotScanResult) -> None:
         """寫 kb_stale 事件到 ai_governance_events。"""
         try:
-            async with get_session_factory()() as session:
+            async with get_db_context() as session:
                 event = AiGovernanceEvent(
                     event_type="kb_stale",
                     details=result.to_dict(),

apps/api/src/jobs/km_backfill_reconciler_job.py

@@ -25,7 +25,9 @@ Feature Flag：
 
 from __future__ import annotations
 
+import asyncio
 import json
+
 import structlog
 
 from src.core.config import settings

apps/api/src/jobs/knowledge_decay_job.py

@@ -33,7 +33,7 @@ from datetime import timedelta
 import structlog
 from sqlalchemy import and_, select, update
 
-from src.db.base import get_session_factory
+from src.db.base import get_db_context
 from src.db.models import KnowledgeEntryRecord
 from src.models.knowledge import EntryStatus
 from src.utils.timezone import now_taipei
@@ -112,8 +112,7 @@ class KnowledgeDecayJob:
         cutoff = now_taipei() - timedelta(days=DECAY_AGE_DAYS)
         decayable_statuses = [EntryStatus.DRAFT.value, EntryStatus.REVIEW.value]
 
-        session_factory = get_session_factory()
-        async with session_factory() as db:
+        async with get_db_context() as db:
             # 查：30 天未引用（view_count=0）且 updated_at < cutoff 的 draft/review 條目
             stmt = select(KnowledgeEntryRecord).where(
                 and_(

apps/api/src/jobs/offline_replay_service.py

@@ -29,7 +29,7 @@ from datetime import timedelta
 import structlog
 from sqlalchemy import and_, select
 
-from src.db.base import get_session_factory
+from src.db.base import get_db_context
 from src.db.models import AgentSession, AiGovernanceEvent, AutoRepairExecution, IncidentEvidence
 from src.utils.timezone import now_taipei
 
@@ -109,9 +109,7 @@ class OfflineReplayService:
 
     async def _run_replay(self) -> OfflineReplayReport:
         cutoff = now_taipei() - timedelta(days=REPLAY_LOOKBACK_DAYS)
-        session_factory = get_session_factory()
-
-        async with session_factory() as db:
+        async with get_db_context() as db:
             # 1. 取最近 N 個有 AgentSession(coordinator) 的 Incident
             stmt = (
                 select(AgentSession.incident_id)
@@ -137,7 +135,7 @@ class OfflineReplayService:
             )
 
         results: list[IncidentReplayResult] = []
-        async with session_factory() as db:
+        async with get_db_context() as db:
             for incident_id in incident_ids:
                 r = await self._replay_one(db, incident_id)
                 results.append(r)

apps/api/src/main.py

@@ -76,12 +76,13 @@ from src.api.v1 import terminal as terminal_v1  # Phase 19.1: Omni-Terminal SSE
 from src.api.v1 import timeline as timeline_v1
 from src.api.v1 import webhooks as webhooks_v1
 from src.core.config import settings
-from src.core.feature_flags import aiops_flags  # ADR-080: AI 自主化飛輪 feature flags 啟動驗證
 from src.core.http_client import close_all_http_clients, init_all_http_clients
 from src.core.logging import get_logger, setup_logging
 from src.core.redis_client import close_redis_pool, init_redis_pool
 from src.core.sse import get_publisher
 from src.core.telemetry import setup_telemetry, shutdown_telemetry
+from src.services.adr100_slo_metrics_service import get_adr100_slo_metrics_service
+from src.services.flywheel_stats_service import get_flywheel_stats_service
 
 # CTO-201: Database & Executor
 from src.db.base import close_db, init_db
@@ -553,7 +554,6 @@ async def lifespan(_app: FastAPI) -> AsyncGenerator[None, None]:
     # 2026-04-27 P3.1-T3 by Claude
     try:
         from src.utils.timezone import now_taipei
-        from datetime import datetime as _dt
 
         async def _run_kb_rot_cleaner_loop() -> None:
             from src.jobs.kb_rot_cleaner import get_kb_rot_cleaner
@@ -683,7 +683,7 @@ async def lifespan(_app: FastAPI) -> AsyncGenerator[None, None]:
         logger.warning("ollama_failover_system_start_failed", error=str(e))
 
     # 2026-04-27 P3.2.2 by Claude — AI Provider 版本追蹤（每 1 小時）
-    # 探測 5 Provider（ollama/ollama_188/gemini/claude/openclaw_nemo）版本
+    # 探測 5 Provider（ollama/ollama_local/gemini/claude/openclaw_nemo）版本
     # 寫入 ai_provider_version_history；版本變更時 log warning，P3.2.3 alerter 後續整合
     try:
         async def _run_model_version_tracker_loop() -> None:
@@ -1005,10 +1005,24 @@ app.include_router(platform_v1.router, prefix="/api/v1/platform", tags=["AwoooP
 @app.get("/metrics", include_in_schema=False)
 async def prometheus_metrics() -> Response:
     """Prometheus metrics endpoint for alerting"""
-    return Response(
-        content=generate_latest(),
-        media_type=CONTENT_TYPE_LATEST,
-    )
+    content = generate_latest().decode("utf-8")
+    # 2026-05-07 ogt + Claude Sonnet 4.6 — INC-20260507-99ADF2 修復
+    # 飛輪指標（awoooi_flywheel_*）原本只在 /api/v1/stats/flywheel/metrics 暴露，
+    # 110 Prom awoooi-api job scrape /metrics 時抓不到 → FlywheelExecutionRateMissing 永久 firing
+    # 修法：在此串入飛輪指標，讓既有 scrape job 無需新增 job 即可抓到
+    try:
+        flywheel_metrics = await get_flywheel_stats_service().compute()
+        content += flywheel_metrics.to_prometheus_lines()
+    except Exception:
+        logger.warning("prometheus_metrics_flywheel_error")
+    # 2026-05-14 Codex — T18 ADR-100 SLO emitter
+    # GovernanceAgent 讀 Prometheus recording rules；若 /metrics 不吐底層 DB totals，
+    # sli:* rules 會全空並每小時重複發 governance_slo_data_gap。
+    try:
+        content += await get_adr100_slo_metrics_service().to_prometheus_lines()
+    except Exception as exc:
+        logger.warning("prometheus_metrics_adr100_slo_error", error=str(exc))
+    return Response(content=content, media_type=CONTENT_TYPE_LATEST)
 
 
 # =============================================================================

apps/api/src/observability/agent_step_metrics.py

@@ -29,7 +29,7 @@ from __future__ import annotations
 from prometheus_client import Histogram
 
 # Buckets 對齊 NIM 實測分佈（2-27s），並覆蓋三段 timeout 30/20/15s 邊界
-# 低端（0.5-5s）：快速路徑（Ollama 188 本地）
+# 低端（0.5-5s）：快速路徑（Ollama provider pool）
 # 中端（5-20s）：NIM + Gemini fallback
 # 高端（20-60s）：超時 / 慢速 Provider
 _AGENT_STEP_BUCKETS = [0.5, 1.0, 2.0, 5.0, 10.0, 15.0, 20.0, 30.0, 45.0, 60.0]

apps/api/src/plugins/mcp/gateway.py

@@ -39,14 +39,15 @@ import hashlib
 import json
 import time
 from dataclasses import dataclass, field
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any
 from uuid import UUID
 
 import structlog
-from sqlalchemy import select, text
+from sqlalchemy import select
 from sqlalchemy.ext.asyncio import AsyncSession
 
+from src.core.redis_client import get_redis
 from src.db.awooop_models import (
     AwoooPActiveRevision,
     AwoooPMcpGatewayAudit,
@@ -277,7 +278,7 @@ class McpGateway:
         self, ctx: GatewayContext, gate_result: GateCheckResult
     ) -> tuple[AwoooPMcpToolRegistry, AwoooPMcpGrant]:
         """Gate 3：tool 在白名單 + grant 有效（未到期、未撤銷）"""
-        now = datetime.now(timezone.utc)
+        now = datetime.now(UTC)
 
         # 查 tool registry
         tool_result = await self._db.execute(
@@ -359,14 +360,9 @@ class McpGateway:
             raise GateApprovalError("write/admin 操作需要 run_id（approval 追蹤用）")
 
         try:
-            import aioredis
-
-            from src.core.config import settings
-
-            redis = aioredis.from_url(settings.REDIS_URL)
+            redis = get_redis()
             approval_key = f"mcp_approval:{ctx.project_id}:{ctx.agent_id}:{ctx.tool_name}:{ctx.run_id}"
             approved = await redis.get(approval_key)
-            await redis.aclose()
         except Exception as exc:
             logger.warning(
                 "mcp_gate5_redis_error",
@@ -392,10 +388,7 @@ class McpGateway:
         parameters: dict[str, Any],
     ) -> MCPToolResult:
         """呼叫底層 MCP provider 執行工具"""
-        registry = get_provider_registry()
-        provider = registry.get(ctx.tool_name) or registry.get(
-            tool_row.tool_name if tool_row else ctx.tool_name
-        )
+        provider = await self._resolve_provider(ctx, tool_row)
 
         # 找不到 provider → 回傳 shadow no-op
         if provider is None:
@@ -411,14 +404,57 @@ class McpGateway:
             )
 
         audit_params = dict(parameters)
+        existing_audit = (
+            parameters.get("_mcp_audit")
+            if isinstance(parameters, dict) and isinstance(parameters.get("_mcp_audit"), dict)
+            else {}
+        )
         audit_params["_mcp_audit"] = {
             "project_id": ctx.project_id,
             "agent_id": ctx.agent_id,
             "run_id": str(ctx.run_id) if ctx.run_id else None,
             "trace_id": ctx.trace_id,
+            "incident_id": existing_audit.get("incident_id") or ctx.trace_id,
+            "session_id": existing_audit.get("session_id"),
+            "flywheel_node": existing_audit.get("flywheel_node"),
+            "agent_role": existing_audit.get("agent_role") or ctx.agent_id,
+            "gateway_path": "awooop_mcp_gateway",
         }
         return await provider.execute(ctx.tool_name, audit_params)
 
+    async def _resolve_provider(
+        self,
+        ctx: GatewayContext,
+        tool_row: AwoooPMcpToolRegistry | None,
+    ):
+        """Find the provider that owns ctx.tool_name.
+
+        ProviderRegistry is keyed by provider name (`kubernetes`, `ssh_host`, ...),
+        while GatewayContext intentionally uses the governed tool name
+        (`kubectl_get`, `ssh_diagnose`, ...).  Scan provider tool manifests as the
+        compatibility bridge until registry exposes a first-class tool index.
+        """
+        registry = get_provider_registry()
+        direct = registry.get(ctx.tool_name)
+        if direct is not None:
+            return direct
+
+        lookup_name = tool_row.tool_name if tool_row else ctx.tool_name
+        for provider in registry.all():
+            try:
+                tools = await provider.list_tools()
+            except Exception as exc:
+                logger.debug(
+                    "mcp_gateway_provider_manifest_skipped",
+                    provider=getattr(provider, "name", None),
+                    tool_name=lookup_name,
+                    error=str(exc),
+                )
+                continue
+            if any(tool.name == lookup_name for tool in tools):
+                return provider
+        return None
+
     # ── Audit log ─────────────────────────────────────────────────────────────
 
     async def _write_audit(
@@ -446,6 +482,15 @@ class McpGateway:
                     json.dumps(result.output, sort_keys=True, default=str).encode()
                 ).hexdigest()
 
+            gate_payload = {
+                **gate_result.as_dict(),
+                "schema_version": "awooop_mcp_gateway_audit_v1",
+                "gateway_path": "awooop_mcp_gateway",
+                "policy_enforced": True,
+                "is_shadow": ctx.is_shadow,
+                "required_scope": ctx.required_scope,
+            }
+
             audit = AwoooPMcpGatewayAudit(
                 project_id=ctx.project_id,
                 run_id=ctx.run_id,
@@ -455,16 +500,15 @@ class McpGateway:
                 tool_name=ctx.tool_name,
                 input_hash=input_hash,
                 output_hash=output_hash,
-                gate_result=gate_result.as_dict(),
+                gate_result=gate_payload,
                 result_status=result_status,
                 block_gate=block_gate,
                 block_reason=block_reason,
                 latency_ms=latency_ms,
             )
 
-            if tool_row is not None:
-                self._db.add(audit)
-                await self._db.flush()
+            self._db.add(audit)
+            await self._db.flush()
         except Exception as exc:
             logger.warning(
                 "mcp_gateway_audit_write_failed",

apps/api/src/plugins/mcp/interfaces.py

@@ -14,6 +14,7 @@ from abc import ABC, abstractmethod
 from dataclasses import dataclass, field
 from datetime import datetime
 from typing import Any
+from uuid import uuid4
 
 from src.utils.timezone import now_taipei
 
@@ -29,7 +30,9 @@ class MCPTool:
     name: str
     description: str
     input_schema: dict[str, Any]
-    server_name: str
+    # 2026-05-06 Codex: 部分舊 provider 的 list_tools() 尚未傳 server_name。
+    # 先給 DTO 預設值，registry 會以 provider.name 補正，避免啟動登記直接 crash。
+    server_name: str = ""
 
 
 @dataclass
@@ -41,12 +44,21 @@ class MCPToolResult:
     """
 
     success: bool
-    execution_id: str
+    execution_id: str = ""
     output: Any | None = None
+    # 2026-05-06 Codex: 舊 provider 曾使用 data=... 作為成功輸出欄位。
+    # 保留 alias，避免 provider 成功路徑因 dataclass 參數不相容而 crash。
+    data: Any | None = None
     error: str | None = None
     duration: float = 0.0
     timestamp: datetime = field(default_factory=now_taipei)
 
+    def __post_init__(self) -> None:
+        if not self.execution_id:
+            self.execution_id = f"mcp-{uuid4()}"
+        if self.output is None and self.data is not None:
+            self.output = self.data
+
     def to_dict(self) -> dict:
         return {
             "success": self.success,

apps/api/src/plugins/mcp/mcp_bridge.py

@@ -24,6 +24,7 @@ from typing import Any
 import httpx
 
 from src.core.config import settings  # P0-13: K8s namespace 由 settings.AWOOOI_K8S_NAMESPACE 提供
+from src.services.mcp_audit_context import with_mcp_audit_context
 from src.utils.timezone import now_taipei
 
 logger = logging.getLogger(__name__)
@@ -518,6 +519,13 @@ class MCPBridge:
                 raise ValueError(f"Unknown MCP Server: {server_name}")
 
             server = self._servers[server_name]
+            parameters = with_mcp_audit_context(
+                parameters,
+                session_id=f"mcp_bridge:{execution_id}",
+                flywheel_node="govern",
+                agent_role="mcp_bridge",
+                gateway_path="legacy_mcp_bridge",
+            )
             result = await self._execute_tool(server, tool_name, parameters)
 
             # ========================================

apps/api/src/plugins/mcp/providers/ssh_provider.py

@@ -41,6 +41,7 @@ SSH 連線:
 @see docs/superpowers/specs/2026-04-10-infra-rebuild-sprint-abc-design.md §MCP-2a
 """
 
+import logging
 import re
 import uuid
 from datetime import UTC, datetime
@@ -51,6 +52,7 @@ import structlog
 from src.plugins.mcp.interfaces import MCPTool, MCPToolProvider, MCPToolResult
 
 logger = structlog.get_logger(__name__)
+_asyncssh_logger_configured = False
 
 # =============================================================================
 # 安全常數
@@ -58,10 +60,17 @@ logger = structlog.get_logger(__name__)
 
 SSH_KEY_PATH = "/run/secrets/ssh_mcp_key"
 SSH_USER = "wooo"
+SSH_PORT = 22
 DEFAULT_HOST_USERS = {
     # AI/Web host is operated by the ollama account in the current topology.
     "192.168.0.188": "ollama",
 }
+SHORT_HOST_MAP = {
+    "110": "192.168.0.110",
+    "120": "192.168.0.120",
+    "121": "192.168.0.121",
+    "188": "192.168.0.188",
+}
 DIAG_TIMEOUT = 10   # 診斷類超時（秒）
 OP_TIMEOUT   = 60   # 操作類超時（秒）
 
@@ -104,6 +113,47 @@ def _validate_param(key: str, value: str) -> str:
     # tail / port / lines 由呼叫方 int() 轉換，不需字串白名單
     return value
 
+
+def _normalize_ssh_host(value: str) -> str:
+    """
+    Normalize host labels before they enter asyncssh.
+
+    Prometheus labels often arrive as ``192.168.0.110:9100``. That port is the
+    exporter port, not SSH. The SSH provider must connect to the host on the
+    platform SSH port, otherwise asyncssh can receive a stringly port from
+    config/labels and fail with ``%d format`` before the tool even runs.
+    """
+    host = (value or "").strip()
+    if host.startswith("ssh://"):
+        host = host.removeprefix("ssh://")
+    if "@" in host:
+        host = host.rsplit("@", 1)[1]
+    if host.startswith("[") and "]" in host:
+        return host[1:host.index("]")]
+    if host.count(":") == 1:
+        maybe_host, maybe_port = host.rsplit(":", 1)
+        if maybe_port.isdigit():
+            host = maybe_host
+    if host in SHORT_HOST_MAP:
+        return SHORT_HOST_MAP[host]
+    return host
+
+
+def _quiet_asyncssh_info_logs() -> None:
+    """Keep third-party asyncssh INFO logs from breaking stdlib %-format logging.
+
+    Some target SSH servers send exit status as a string. AsyncSSH then emits an
+    INFO log with ``%d`` and that string argument before our code sees the
+    result, which produces noisy ``TypeError: %d format`` tracebacks. The tool
+    result itself is still available, so production should keep asyncssh at
+    WARNING and rely on our structured MCP audit logs.
+    """
+    global _asyncssh_logger_configured
+    if _asyncssh_logger_configured:
+        return
+    logging.getLogger("asyncssh").setLevel(logging.WARNING)
+    _asyncssh_logger_configured = True
+
 # 群組 A（只讀）
 GROUP_A_TOOLS = {
     "ssh_diagnose",
@@ -198,6 +248,10 @@ class SSHProvider(MCPToolProvider):
                 ),
                 input_schema={"type": "object", "properties": {
                     "host": {"type": "string", "description": "Target host IP"},
+                    "container_name": {
+                        "type": "string",
+                        "description": "Optional Docker container name for container-focused diagnostics",
+                    },
                 }, "required": ["host"]},
                 server_name=self.name,
             ),
@@ -375,7 +429,7 @@ class SSHProvider(MCPToolProvider):
                 error=f"Unknown tool: {tool_name}",
             )
 
-        host = parameters.get("host", "")
+        host = _normalize_ssh_host(str(parameters.get("host", "")))
 
         # 守衛 2: 允許的 host
         if host not in self._allowed_hosts():
@@ -500,12 +554,23 @@ class SSHProvider(MCPToolProvider):
         # 所有接受用戶字串的工具，必須先通過 _validate_param() 白名單驗證
         if tool_name == "ssh_diagnose":
             # 2026-04-27 Claude Sonnet 4.6: 主機告警自動診斷 — 只讀，不修改任何狀態
-            return (
+            command = (
                 "echo '=== CPU TOP ===' && ps aux --sort=-%cpu | head -15 && "
                 "echo '=== MEMORY ===' && free -h && "
                 "echo '=== DISK ===' && df -h && "
                 "echo '=== LOAD ===' && uptime"
             )
+            container_name = params.get("container_name")
+            if container_name:
+                name = _validate_param("container_name", str(container_name))
+                command = (
+                    f"{command} && "
+                    f"echo '=== DOCKER STATS {name} ===' && "
+                    f"docker stats --no-stream {name} 2>&1 && "
+                    f"echo '=== DOCKER INSPECT {name} ===' && "
+                    f"docker inspect {name} 2>&1 | head -80"
+                )
+            return command
 
         if tool_name == "ssh_get_top_processes":
             return "ps aux --sort=-%cpu | head -15"
@@ -604,7 +669,9 @@ class SSHProvider(MCPToolProvider):
             raise RuntimeError(
                 "asyncssh is not installed. "
                 "Add 'asyncssh' to pyproject.toml dependencies."
-            )
+            ) from None
+
+        _quiet_asyncssh_info_logs()
 
         import os
         if not os.path.exists(SSH_KEY_PATH):
@@ -625,11 +692,13 @@ class SSHProvider(MCPToolProvider):
 
         async with asyncssh.connect(
             host,
+            port=SSH_PORT,
             username=username or SSH_USER,
             client_keys=[SSH_KEY_PATH],
             known_hosts=known_hosts_path,  # None = 跳過驗證（內網），或指定文件路徑
-            connect_timeout=timeout,
+            config=None,  # 禁止讀取使用者 ssh config，避免 Port 字串污染 asyncssh
+            connect_timeout=float(timeout),
         ) as conn:
             # Bug 根因：asyncssh 模組沒有頂層 run()；應呼叫 conn.run()（2026-04-24 Claude Sonnet 4.6）
-            result = await conn.run(cmd, timeout=timeout, check=False)
+            result = await conn.run(cmd, timeout=float(timeout), check=False)
             return (result.stdout or ""), (result.stderr or "")

apps/api/src/repositories/drift_repository.py

@@ -167,6 +167,31 @@ class DriftReportRepository:
                 {"report_id": report_id, "narrative": narrative},
             )
 
+    async def get_repeat_state(self, report: DriftReport) -> dict:
+        """Return stable fingerprint repeat state for a drift report."""
+        from src.services.drift_repeat_state import build_drift_repeat_state
+
+        async with get_db_context() as db:
+            result = await db.execute(
+                text("""
+                    SELECT
+                        report_id,
+                        namespace,
+                        status,
+                        scanned_at,
+                        created_at,
+                        items
+                    FROM drift_reports
+                    WHERE namespace = :namespace
+                      AND created_at > now() - interval '24 hours'
+                    ORDER BY scanned_at DESC
+                    LIMIT 200
+                """),
+                {"namespace": report.namespace},
+            )
+            rows = [dict(row) for row in result.mappings().all()]
+        return build_drift_repeat_state(report, rows)
+
 
 _drift_repo: DriftReportRepository | None = None
 

apps/api/src/repositories/metrics_repository.py

@@ -60,13 +60,17 @@ class MetricsDBRepository(IMetricsRepository):
                 cutoff = datetime.now(UTC) - timedelta(hours=hours)
 
                 # Query: 統計 executed vs total (approved + executed + execution_failed)
+                # 2026-05-06 ogt + Codex:
+                # approval_records.status 目前實際寫入的是大寫 enum
+                # (APPROVED / EXECUTION_SUCCESS / EXECUTION_FAILED)。舊查詢只看
+                # lowercase executed，導致 AI Success 在報表層永遠趨近 0。
                 query = text("""
                     SELECT
-                        COUNT(CASE WHEN status = 'executed' THEN 1 END) as executed_count,
+                        COUNT(CASE WHEN UPPER(status::text) = 'EXECUTION_SUCCESS' THEN 1 END) as executed_count,
                         COUNT(*) as total_count
                     FROM approval_records
                     WHERE created_at >= :cutoff
-                    AND status IN ('approved', 'executed', 'execution_failed')
+                    AND UPPER(status::text) IN ('APPROVED', 'EXECUTION_SUCCESS', 'EXECUTION_FAILED')
                 """)
 
                 result = await session.execute(query, {"cutoff": cutoff})
@@ -127,11 +131,11 @@ class MetricsDBRepository(IMetricsRepository):
                 trend_query = text("""
                     SELECT
                         date_trunc('hour', created_at) as hour_bucket,
-                        COUNT(CASE WHEN status = 'executed' THEN 1 END) * 100.0 /
+                        COUNT(CASE WHEN UPPER(status::text) = 'EXECUTION_SUCCESS' THEN 1 END) * 100.0 /
                         NULLIF(COUNT(*), 0) as hourly_rate
                     FROM approval_records
                     WHERE created_at >= :cutoff
-                    AND status IN ('approved', 'executed', 'execution_failed')
+                    AND UPPER(status::text) IN ('APPROVED', 'EXECUTION_SUCCESS', 'EXECUTION_FAILED')
                     GROUP BY hour_bucket
                     ORDER BY hour_bucket DESC
                     LIMIT :limit

apps/api/src/routes/agent.py

@@ -104,7 +104,7 @@ async def get_agent_thinking(
 ) -> StreamingResponse:
     """
     OpenClaw 思考軌跡 (SSE 串流)
-    Phase 1.2: 真實串接 Ollama at 192.168.0.188:11434
+    Phase 1.2: 真實串接設定中的 Ollama provider pool
     """
 
     async def generate_thinking_stream():

apps/api/src/services/adr100_remediation_service.py

@@ -0,0 +1,606 @@
+"""
+ADR-100 Remediation Service
+===========================
+Safe operator entrypoints for verification remediation work items.
+
+T25: remediation queue items are now actionable without mutating incident state:
+- preview: show the selected guardrail path
+- dry-run: collect read-only current state and validate supported executor routing
+"""
+
+from __future__ import annotations
+
+import asyncio
+from typing import Any, Literal, Protocol
+
+import structlog
+
+from src.models.incident import Incident
+from src.repositories.incident_repository import IncidentDBRepository
+from src.services.adr100_slo_status_service import (
+    Adr100SloStatusService,
+    get_adr100_slo_status_service,
+)
+from src.services.auto_repair_service import AutoRepairService
+from src.services.post_execution_verifier import (
+    PostExecutionVerifier,
+    _assess_recovery,
+    _build_prometheus_query,
+    get_post_execution_verifier,
+)
+
+logger = structlog.get_logger(__name__)
+
+RemediationMode = Literal["auto", "reverify", "replay"]
+
+_READY_STATUSES = {"ready_for_replay", "ready_for_reverify"}
+
+
+class RemediationNotFoundError(LookupError):
+    """Requested ADR-100 remediation work item is not in the current read model."""
+
+
+class _IncidentRepository(Protocol):
+    async def get_by_id(self, incident_id: str) -> Incident | None:
+        ...
+
+
+class Adr100RemediationService:
+    """Read-only remediation preview and dry-run service."""
+
+    def __init__(
+        self,
+        *,
+        slo_service: Adr100SloStatusService | None = None,
+        incident_repository: _IncidentRepository | None = None,
+        auto_repair_service: AutoRepairService | None = None,
+        verifier: PostExecutionVerifier | None = None,
+        timeline_service: Any | None = None,
+        alert_operation_log_repository: Any | None = None,
+        record_history: bool = True,
+    ) -> None:
+        self._slo_service = slo_service or get_adr100_slo_status_service()
+        self._incident_repository = incident_repository or IncidentDBRepository()
+        self._auto_repair_service = auto_repair_service or AutoRepairService()
+        self._verifier = verifier or get_post_execution_verifier()
+        self._timeline_service = timeline_service
+        self._alert_operation_log_repository = alert_operation_log_repository
+        self._record_history_enabled = record_history
+
+    async def preview(self, work_item_id: str, mode: RemediationMode = "auto") -> dict[str, Any]:
+        """Return the safe execution plan for a remediation queue item."""
+
+        item = await self._find_work_item(work_item_id)
+        selected_mode = _select_mode(item, mode)
+        checks = _base_checks(item)
+        allowed = all(check["passed"] for check in checks)
+
+        return {
+            "schema_version": "adr100_remediation_preview_v1",
+            "work_item_id": item.get("work_item_id"),
+            "incident_id": item.get("incident_id"),
+            "auto_repair_id": item.get("auto_repair_id"),
+            "mode": selected_mode,
+            "allowed": allowed,
+            "safety_level": "read_only",
+            "writes_incident_state": False,
+            "writes_auto_repair_result": False,
+            "checks": checks,
+            "plan": _plan_for_item(item, selected_mode),
+            "source": "adr100.verification_coverage.remediation_queue",
+        }
+
+    async def dry_run(self, work_item_id: str, mode: RemediationMode = "auto") -> dict[str, Any]:
+        """Run a safe, read-only remediation dry-run for one queue item."""
+
+        item = await self._find_work_item(work_item_id)
+        selected_mode = _select_mode(item, mode)
+        checks = _base_checks(item)
+        incident = await self._load_incident(item)
+        checks.append({
+            "name": "incident_loaded",
+            "passed": incident is not None,
+            "detail": item.get("incident_id") or "missing incident_id",
+        })
+
+        if incident is None or not all(check["passed"] for check in checks):
+            payload = _dry_run_blocked_payload(item, selected_mode, checks)
+            payload["history"] = await self._record_dry_run_history(item, payload)
+            return payload
+
+        if selected_mode == "replay":
+            return await self._dry_run_replay(item, incident, checks)
+        return await self._dry_run_reverify(item, incident, checks)
+
+    async def history(
+        self,
+        *,
+        limit: int = 50,
+        incident_id: str | None = None,
+        work_item_id: str | None = None,
+    ) -> dict[str, Any]:
+        """Return durable dry-run history written by this remediation service."""
+
+        safe_limit = max(1, min(limit, 200))
+        fetch_limit = min(max(safe_limit * 4, 50), 200)
+        rows: list[Any] = []
+        repo = self._alert_operation_log_repository
+        if repo is None:
+            from src.repositories.alert_operation_log_repository import (
+                get_alert_operation_log_repository,
+            )
+
+            repo = get_alert_operation_log_repository()
+
+        for event_type in ("PRE_FLIGHT_PASSED", "PRE_FLIGHT_FAILED"):
+            try:
+                batch, _total = await repo.list_recent(
+                    limit=fetch_limit,
+                    event_type=event_type,
+                    incident_id=incident_id,
+                )
+                rows.extend(batch)
+            except Exception as exc:
+                logger.warning(
+                    "adr100_remediation_history_fetch_failed",
+                    event_type=event_type,
+                    incident_id=incident_id,
+                    error=str(exc),
+                )
+
+        rows.sort(key=_record_created_at, reverse=True)
+
+        items: list[dict[str, Any]] = []
+        for row in rows:
+            context = getattr(row, "context", None) or {}
+            if context.get("schema_version") != "adr100_remediation_dry_run_history_v1":
+                continue
+            if work_item_id and context.get("work_item_id") != work_item_id:
+                continue
+            items.append(_history_item(row, context))
+            if len(items) >= safe_limit:
+                break
+
+        return {
+            "schema_version": "adr100_remediation_history_v1",
+            "total": len(items),
+            "limit": safe_limit,
+            "filters": {
+                "incident_id": incident_id,
+                "work_item_id": work_item_id,
+            },
+            "items": items,
+            "by_work_item": _summarize_history_by_work_item(items),
+        }
+
+    async def _find_work_item(self, work_item_id: str) -> dict[str, Any]:
+        report = await self._slo_service.fetch_report()
+        coverage = report.get("verification_coverage") or {}
+        queue = coverage.get("remediation_queue") or {}
+
+        for item in queue.get("items") or []:
+            if item.get("work_item_id") == work_item_id:
+                return dict(item)
+
+        raise RemediationNotFoundError(work_item_id)
+
+    async def _load_incident(self, item: dict[str, Any]) -> Incident | None:
+        incident_id = str(item.get("incident_id") or "")
+        if not incident_id:
+            return None
+        return await self._incident_repository.get_by_id(incident_id)
+
+    async def _dry_run_reverify(
+        self,
+        item: dict[str, Any],
+        incident: Incident,
+        checks: list[dict[str, Any]],
+    ) -> dict[str, Any]:
+        post_state = await self._collect_current_state(incident)
+        action_taken = f"dry_run_reverify:{item.get('playbook_id') or 'unknown'}"
+        result = _assess_recovery(None, post_state, action_taken)
+
+        payload = _dry_run_result_payload(
+            item=item,
+            mode="reverify",
+            checks=checks,
+            post_state=post_state,
+            verification_result_preview=result,
+            extra={
+                "promql": _promql_for_incident(incident),
+                "mcp_route": {
+                    "agent_id": "post_execution_verifier",
+                    "required_scope": "read",
+                    "is_shadow": True,
+                    "flywheel_node": "verify",
+                },
+            },
+        )
+        payload["history"] = await self._record_dry_run_history(item, payload)
+        return payload
+
+    async def _dry_run_replay(
+        self,
+        item: dict[str, Any],
+        incident: Incident,
+        checks: list[dict[str, Any]],
+    ) -> dict[str, Any]:
+        diagnostic_command = _diagnostic_command_for_incident(incident)
+        route = self._auto_repair_service.preview_read_only_ssh_mcp_route(
+            incident,
+            diagnostic_command,
+        )
+        checks.append({
+            "name": "supported_executor_route",
+            "passed": route is not None,
+            "detail": "mcp:ssh_diagnose" if route else "missing host/container route",
+        })
+
+        post_state = await self._collect_current_state(incident)
+        action_taken = f"dry_run_replay:{item.get('playbook_id') or 'unknown'}"
+        result = _assess_recovery(None, post_state, action_taken)
+
+        payload = _dry_run_result_payload(
+            item=item,
+            mode="replay",
+            checks=checks,
+            post_state=post_state,
+            verification_result_preview=result,
+            extra={
+                "diagnostic_command_preview": diagnostic_command,
+                "mcp_route": route,
+                "promql": _promql_for_incident(incident),
+            },
+        )
+        payload["history"] = await self._record_dry_run_history(item, payload)
+        return payload
+
+    async def _collect_current_state(self, incident: Incident) -> dict[str, Any]:
+        try:
+            return await asyncio.wait_for(
+                self._verifier._collect_post_state(incident),
+                timeout=12.0,
+            )
+        except asyncio.TimeoutError:
+            logger.warning(
+                "adr100_remediation_dry_run_timeout",
+                incident_id=incident.incident_id,
+            )
+            return {}
+        except Exception as exc:
+            logger.warning(
+                "adr100_remediation_dry_run_collect_failed",
+                incident_id=incident.incident_id,
+                error=str(exc),
+            )
+            return {}
+
+    async def _record_dry_run_history(
+        self,
+        item: dict[str, Any],
+        payload: dict[str, Any],
+    ) -> dict[str, Any]:
+        if not self._record_history_enabled:
+            return {"recorded": False, "reason": "disabled"}
+
+        incident_id = str(item.get("incident_id") or "")
+        if not incident_id:
+            return {"recorded": False, "reason": "missing_incident_id"}
+
+        history: dict[str, Any] = {
+            "recorded": False,
+            "alert_operation_id": None,
+            "timeline_event_id": None,
+        }
+        context = _history_context(item, payload)
+        allowed = bool(payload.get("allowed"))
+
+        try:
+            repo = self._alert_operation_log_repository
+            if repo is None:
+                from src.repositories.alert_operation_log_repository import (
+                    get_alert_operation_log_repository,
+                )
+
+                repo = get_alert_operation_log_repository()
+            record = await repo.append(
+                "PRE_FLIGHT_PASSED" if allowed else "PRE_FLIGHT_FAILED",
+                incident_id=incident_id,
+                auto_repair_id=str(item.get("auto_repair_id") or "") or None,
+                actor="adr100_remediation_service",
+                action_detail=f"adr100_remediation_dry_run:{payload.get('mode')}"[:200],
+                success=allowed,
+                context=context,
+            )
+            if record is not None:
+                history["alert_operation_id"] = getattr(record, "id", None)
+        except Exception as exc:
+            logger.warning(
+                "adr100_remediation_alert_operation_history_failed",
+                incident_id=incident_id,
+                error=str(exc),
+            )
+
+        try:
+            timeline = self._timeline_service
+            if timeline is None:
+                from src.services.approval_db import get_timeline_service
+
+                timeline = get_timeline_service()
+            event = await timeline.add_event(
+                event_type="verifier",
+                status=_timeline_status(payload),
+                title="ADR-100 remediation dry-run",
+                description=_history_description(context),
+                actor="adr100_remediation_service",
+                actor_role=str(payload.get("mode") or "dry_run"),
+                incident_id=incident_id,
+            )
+            if event:
+                history["timeline_event_id"] = event.get("id")
+        except Exception as exc:
+            logger.warning(
+                "adr100_remediation_timeline_history_failed",
+                incident_id=incident_id,
+                error=str(exc),
+            )
+
+        history["recorded"] = bool(
+            history.get("alert_operation_id") or history.get("timeline_event_id")
+        )
+        return history
+
+
+def _select_mode(item: dict[str, Any], requested: RemediationMode) -> Literal["reverify", "replay"]:
+    if requested in ("reverify", "replay"):
+        return requested
+    if item.get("remediation_status") == "ready_for_reverify":
+        return "reverify"
+    if item.get("remediation_action") == "reverify_with_promql_template":
+        return "reverify"
+    return "replay"
+
+
+def _base_checks(item: dict[str, Any]) -> list[dict[str, Any]]:
+    status = str(item.get("remediation_status") or "unknown")
+    action = str(item.get("remediation_action") or "unknown")
+    return [
+        {
+            "name": "queue_item_ready",
+            "passed": status in _READY_STATUSES,
+            "detail": status,
+        },
+        {
+            "name": "read_only_guardrail",
+            "passed": action in {
+                "replay_with_supported_executor",
+                "reverify_with_promql_template",
+            },
+            "detail": action,
+        },
+        {
+            "name": "no_state_mutation",
+            "passed": True,
+            "detail": "dry_run_does_not_update_incident_or_auto_repair_rows",
+        },
+    ]
+
+
+def _plan_for_item(item: dict[str, Any], mode: str) -> dict[str, Any]:
+    if mode == "reverify":
+        return {
+            "step": "collect_current_state_and_assess",
+            "agent_id": "post_execution_verifier",
+            "required_scope": "read",
+            "writes": [],
+        }
+    return {
+        "step": "validate_supported_executor_route_then_collect_current_state",
+        "agent_id": "auto_repair_executor",
+        "required_scope": "read",
+        "writes": [],
+        "target_action": item.get("remediation_action"),
+    }
+
+
+def _dry_run_blocked_payload(
+    item: dict[str, Any],
+    mode: str,
+    checks: list[dict[str, Any]],
+) -> dict[str, Any]:
+    return {
+        "schema_version": "adr100_remediation_dry_run_v1",
+        "work_item_id": item.get("work_item_id"),
+        "incident_id": item.get("incident_id"),
+        "auto_repair_id": item.get("auto_repair_id"),
+        "mode": mode,
+        "allowed": False,
+        "executed": False,
+        "safety_level": "read_only",
+        "writes_incident_state": False,
+        "writes_auto_repair_result": False,
+        "checks": checks,
+        "verification_result_preview": "blocked",
+        "post_state_summary": {},
+    }
+
+
+def _dry_run_result_payload(
+    *,
+    item: dict[str, Any],
+    mode: str,
+    checks: list[dict[str, Any]],
+    post_state: dict[str, Any],
+    verification_result_preview: str,
+    extra: dict[str, Any],
+) -> dict[str, Any]:
+    return {
+        "schema_version": "adr100_remediation_dry_run_v1",
+        "work_item_id": item.get("work_item_id"),
+        "incident_id": item.get("incident_id"),
+        "auto_repair_id": item.get("auto_repair_id"),
+        "mode": mode,
+        "allowed": all(check["passed"] for check in checks),
+        "executed": True,
+        "safety_level": "read_only",
+        "writes_incident_state": False,
+        "writes_auto_repair_result": False,
+        "checks": checks,
+        "verification_result_preview": verification_result_preview,
+        "post_state_summary": _summarize_post_state(post_state),
+        **extra,
+    }
+
+
+def _summarize_post_state(post_state: dict[str, Any]) -> dict[str, Any]:
+    keys = sorted(post_state.keys())
+    return {
+        "tool_count": len(keys),
+        "tools": keys[:8],
+        "has_state": bool(post_state),
+    }
+
+
+def _history_context(item: dict[str, Any], payload: dict[str, Any]) -> dict[str, Any]:
+    return {
+        "schema_version": "adr100_remediation_dry_run_history_v1",
+        "work_item_id": item.get("work_item_id"),
+        "auto_repair_id": item.get("auto_repair_id"),
+        "playbook_id": item.get("playbook_id"),
+        "alertname": item.get("alertname"),
+        "mode": payload.get("mode"),
+        "allowed": payload.get("allowed"),
+        "executed": payload.get("executed"),
+        "safety_level": payload.get("safety_level"),
+        "writes_incident_state": payload.get("writes_incident_state"),
+        "writes_auto_repair_result": payload.get("writes_auto_repair_result"),
+        "verification_result_preview": payload.get("verification_result_preview"),
+        "post_state_summary": payload.get("post_state_summary"),
+        "mcp_route": payload.get("mcp_route"),
+        "checks": payload.get("checks"),
+    }
+
+
+def _timeline_status(payload: dict[str, Any]) -> str:
+    if not payload.get("allowed"):
+        return "warning"
+    if payload.get("verification_result_preview") == "success":
+        return "success"
+    return "warning"
+
+
+def _history_description(context: dict[str, Any]) -> str:
+    tool_count = (context.get("post_state_summary") or {}).get("tool_count", 0)
+    route = context.get("mcp_route") or {}
+    agent = route.get("agent_id") or "unknown_agent"
+    tool = route.get("tool_name") or "current_state"
+    return (
+        f"mode={context.get('mode')} "
+        f"preview={context.get('verification_result_preview')} "
+        f"tools={tool_count} route={agent}/{tool} "
+        f"writes_incident={context.get('writes_incident_state')} "
+        f"writes_auto_repair={context.get('writes_auto_repair_result')}"
+    )[:500]
+
+
+def _record_created_at(record: Any) -> str:
+    value = getattr(record, "created_at", None)
+    if hasattr(value, "isoformat"):
+        return value.isoformat()
+    return str(value or "")
+
+
+def _history_item(record: Any, context: dict[str, Any]) -> dict[str, Any]:
+    route = context.get("mcp_route") or {}
+    post_state = context.get("post_state_summary") or {}
+    return {
+        "id": str(getattr(record, "id", "")),
+        "incident_id": getattr(record, "incident_id", None),
+        "auto_repair_id": getattr(record, "auto_repair_id", None)
+        or context.get("auto_repair_id"),
+        "event_type": str(getattr(record, "event_type", "")),
+        "actor": getattr(record, "actor", None),
+        "success": getattr(record, "success", None),
+        "created_at": _record_created_at(record),
+        "work_item_id": context.get("work_item_id"),
+        "playbook_id": context.get("playbook_id"),
+        "alertname": context.get("alertname"),
+        "mode": context.get("mode"),
+        "allowed": context.get("allowed"),
+        "executed": context.get("executed"),
+        "safety_level": context.get("safety_level"),
+        "verification_result_preview": context.get("verification_result_preview"),
+        "tool_count": post_state.get("tool_count", 0),
+        "tools": post_state.get("tools") or [],
+        "agent_id": route.get("agent_id"),
+        "tool_name": route.get("tool_name") or "current_state",
+        "required_scope": route.get("required_scope"),
+        "writes_incident_state": context.get("writes_incident_state"),
+        "writes_auto_repair_result": context.get("writes_auto_repair_result"),
+        "checks": context.get("checks") or [],
+    }
+
+
+def _summarize_history_by_work_item(items: list[dict[str, Any]]) -> list[dict[str, Any]]:
+    summary: dict[str, dict[str, Any]] = {}
+    for item in items:
+        key = str(item.get("work_item_id") or item.get("incident_id") or item.get("id"))
+        if key not in summary:
+            summary[key] = {
+                "work_item_id": item.get("work_item_id"),
+                "incident_id": item.get("incident_id"),
+                "count": 0,
+                "latest_at": item.get("created_at"),
+                "latest_event_type": item.get("event_type"),
+                "latest_success": item.get("success"),
+                "latest_preview": item.get("verification_result_preview"),
+                "latest_mode": item.get("mode"),
+                "latest_agent_id": item.get("agent_id"),
+                "latest_tool_name": item.get("tool_name"),
+                "required_scope": item.get("required_scope"),
+            }
+        summary[key]["count"] += 1
+    return list(summary.values())
+
+
+def _diagnostic_command_for_incident(incident: Incident) -> str:
+    labels = _labels_for_incident(incident)
+    host = str(labels.get("host") or labels.get("instance") or "{host}")
+    container = str(labels.get("container_name") or labels.get("container") or "")
+    if container:
+        return f"ssh {host} 'uptime; docker stats --no-stream {container}'"
+    return f"ssh {host} 'uptime; docker stats --no-stream'"
+
+
+def _promql_for_incident(incident: Incident) -> str:
+    labels = _labels_for_incident(incident)
+    alertname = ""
+    if incident.signals:
+        signal = incident.signals[0]
+        alertname = labels.get("alertname") or getattr(signal, "alert_name", "")
+    return _build_prometheus_query(alertname, labels)
+
+
+def _labels_for_incident(incident: Incident) -> dict[str, Any]:
+    if incident.signals:
+        return incident.signals[0].labels or {}
+    return {}
+
+
+_service: Adr100RemediationService | None = None
+
+
+def get_adr100_remediation_service() -> Adr100RemediationService:
+    """Return singleton ADR-100 remediation service."""
+
+    global _service
+    if _service is None:
+        _service = Adr100RemediationService()
+    return _service
+
+
+def set_adr100_remediation_service(service: Adr100RemediationService | None) -> None:
+    """Inject ADR-100 remediation service for tests."""
+
+    global _service
+    _service = service

apps/api/src/services/adr100_slo_metrics_service.py

@@ -0,0 +1,354 @@
+"""
+ADR-100 SLO metrics emitter.
+
+Prometheus recording rules for the AI flywheel SLOs expect a small set of
+counter-like metrics. The source of truth already lives in PostgreSQL, so this
+read-side emitter exposes DB totals on /metrics without changing runtime write
+paths or introducing another state store.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from time import time
+
+from sqlalchemy import text
+
+from src.db.base import get_db_context
+
+
+@dataclass(frozen=True)
+class AutomationOperationSample:
+    outcome: str
+    operation_type: str
+    count: int
+
+
+@dataclass(frozen=True)
+class VerificationSample:
+    outcome: str
+    count: int
+
+
+@dataclass(frozen=True)
+class Adr100SloMetricsSnapshot:
+    automation_operations: list[AutomationOperationSample] = field(default_factory=list)
+    automation_operations_24h: list[AutomationOperationSample] = field(default_factory=list)
+    post_execution_verifications: list[VerificationSample] = field(default_factory=list)
+    post_execution_verifications_24h: list[VerificationSample] = field(default_factory=list)
+    knowledge_entries_total: int = 0
+    knowledge_entries_created_24h: int = 0
+    high_confidence_total: int = 0
+    high_confidence_success_total: int = 0
+    emitted_at: float = field(default_factory=time)
+
+
+class Adr100SloMetricsService:
+    """Build ADR-100 Prometheus samples from production DB state."""
+
+    async def to_prometheus_lines(self) -> str:
+        snapshot = await self.fetch_snapshot()
+        return render_adr100_slo_metrics(snapshot)
+
+    async def fetch_snapshot(self) -> Adr100SloMetricsSnapshot:
+        async with get_db_context() as db:
+            automation_rows = (
+                await db.execute(text(_AUTOMATION_OPERATION_SQL))
+            ).fetchall()
+            automation_24h_rows = (
+                await db.execute(text(_AUTOMATION_OPERATION_24H_SQL))
+            ).fetchall()
+            verification_rows = (
+                await db.execute(text(_POST_EXECUTION_VERIFICATION_SQL))
+            ).fetchall()
+            verification_24h_rows = (
+                await db.execute(text(_POST_EXECUTION_VERIFICATION_24H_SQL))
+            ).fetchall()
+            knowledge_total = int(
+                (await db.execute(text("SELECT count(*) FROM knowledge_entries"))).scalar()
+                or 0
+            )
+            knowledge_created_24h = int(
+                (
+                    await db.execute(
+                        text(
+                            """
+                            SELECT count(*)
+                            FROM knowledge_entries
+                            WHERE created_at >= NOW() - INTERVAL '24 hours'
+                            """
+                        )
+                    )
+                ).scalar()
+                or 0
+            )
+            confidence_row = (
+                await db.execute(text(_HIGH_CONFIDENCE_APPROVAL_SQL))
+            ).one()
+
+        return Adr100SloMetricsSnapshot(
+            automation_operations=[
+                AutomationOperationSample(
+                    outcome=str(row.outcome),
+                    operation_type=str(row.operation_type),
+                    count=int(row.count or 0),
+                )
+                for row in automation_rows
+            ],
+            automation_operations_24h=[
+                AutomationOperationSample(
+                    outcome=str(row.outcome),
+                    operation_type=str(row.operation_type),
+                    count=int(row.count or 0),
+                )
+                for row in automation_24h_rows
+            ],
+            post_execution_verifications=[
+                VerificationSample(
+                    outcome=str(row.outcome),
+                    count=int(row.count or 0),
+                )
+                for row in verification_rows
+            ],
+            post_execution_verifications_24h=[
+                VerificationSample(
+                    outcome=str(row.outcome),
+                    count=int(row.count or 0),
+                )
+                for row in verification_24h_rows
+            ],
+            knowledge_entries_total=knowledge_total,
+            knowledge_entries_created_24h=knowledge_created_24h,
+            high_confidence_total=int(confidence_row.high_confidence_total or 0),
+            high_confidence_success_total=int(
+                confidence_row.high_confidence_success_total or 0
+            ),
+        )
+
+
+def render_adr100_slo_metrics(snapshot: Adr100SloMetricsSnapshot) -> str:
+    """Render ADR-100 SLO metrics in Prometheus text exposition format."""
+    lines: list[str] = [
+        "",
+        "# HELP automation_operation_log_total DB-derived AI automation operation count for ADR-100 SLOs",
+        "# TYPE automation_operation_log_total counter",
+    ]
+    if snapshot.automation_operations:
+        for sample in snapshot.automation_operations:
+            lines.append(
+                "automation_operation_log_total"
+                f'{{outcome="{_escape_label(sample.outcome)}",'
+                f'operation_type="{_escape_label(sample.operation_type)}"}} '
+                f"{sample.count}"
+            )
+    else:
+        lines.append(
+            'automation_operation_log_total{outcome="none",operation_type="none"} 0'
+        )
+
+    lines.extend([
+        "# HELP automation_operation_created_24h DB-derived AI automation operation count created in the last 24 hours for ADR-100 SLO dashboards",
+        "# TYPE automation_operation_created_24h gauge",
+    ])
+    if snapshot.automation_operations_24h:
+        for sample in snapshot.automation_operations_24h:
+            lines.append(
+                "automation_operation_created_24h"
+                f'{{outcome="{_escape_label(sample.outcome)}",'
+                f'operation_type="{_escape_label(sample.operation_type)}"}} '
+                f"{sample.count}"
+            )
+    else:
+        lines.append(
+            'automation_operation_created_24h{outcome="none",operation_type="none"} 0'
+        )
+
+    lines.extend([
+        "# HELP post_execution_verification_total DB-derived post execution verification result count for ADR-100 SLOs",
+        "# TYPE post_execution_verification_total counter",
+    ])
+    if snapshot.post_execution_verifications:
+        for sample in snapshot.post_execution_verifications:
+            lines.append(
+                "post_execution_verification_total"
+                f'{{outcome="{_escape_label(sample.outcome)}"}} {sample.count}'
+            )
+    else:
+        lines.append('post_execution_verification_total{outcome="none"} 0')
+
+    lines.extend([
+        "# HELP post_execution_verification_created_24h DB-derived post execution verification result count created in the last 24 hours for ADR-100 SLO dashboards",
+        "# TYPE post_execution_verification_created_24h gauge",
+    ])
+    if snapshot.post_execution_verifications_24h:
+        for sample in snapshot.post_execution_verifications_24h:
+            lines.append(
+                "post_execution_verification_created_24h"
+                f'{{outcome="{_escape_label(sample.outcome)}"}} {sample.count}'
+            )
+    else:
+        lines.append('post_execution_verification_created_24h{outcome="none"} 0')
+
+    lines.extend([
+        "# HELP knowledge_entries_total DB-derived knowledge entry count for ADR-100 SLOs",
+        "# TYPE knowledge_entries_total counter",
+        f"knowledge_entries_total {snapshot.knowledge_entries_total}",
+        "# HELP knowledge_entries_created_24h DB-derived knowledge entries created in the last 24 hours for ADR-100 SLOs",
+        "# TYPE knowledge_entries_created_24h gauge",
+        f"knowledge_entries_created_24h {snapshot.knowledge_entries_created_24h}",
+        "# HELP approval_records_high_confidence_total DB-derived high confidence approval decisions for ADR-100 SLOs",
+        "# TYPE approval_records_high_confidence_total counter",
+        f"approval_records_high_confidence_total {snapshot.high_confidence_total}",
+        "# HELP approval_records_high_confidence_success_total DB-derived high confidence approval decisions with successful verification for ADR-100 SLOs",
+        "# TYPE approval_records_high_confidence_success_total counter",
+        (
+            "approval_records_high_confidence_success_total "
+            f"{snapshot.high_confidence_success_total}"
+        ),
+        "# HELP adr100_slo_emitter_last_success_timestamp Last successful ADR-100 DB metrics emission timestamp",
+        "# TYPE adr100_slo_emitter_last_success_timestamp gauge",
+        f"adr100_slo_emitter_last_success_timestamp {snapshot.emitted_at:.0f}",
+        "",
+    ])
+    return "\n".join(lines)
+
+
+def _escape_label(value: str) -> str:
+    return value.replace("\\", "\\\\").replace("\n", "\\n").replace('"', '\\"')
+
+
+_AUTOMATION_OPERATION_SQL = """
+    WITH automation_scope AS (
+        SELECT
+            CASE
+                WHEN status <> 'success' THEN status
+                WHEN actor = 'approval_execution'
+                     AND COALESCE(input->>'requested_by', '') NOT ILIKE 'auto%%'
+                    THEN 'human_required'
+                ELSE 'auto_executed'
+            END AS outcome,
+            operation_type
+        FROM automation_operation_log
+        WHERE operation_type IN (
+            'playbook_executed',
+            'remediation_executed',
+            'remediation_verified',
+            'remediation_rolled_back',
+            'self_correction_attempted'
+        )
+        UNION ALL
+        SELECT
+            CASE WHEN success THEN 'auto_executed' ELSE 'failed' END AS outcome,
+            'auto_repair_executed' AS operation_type
+        FROM auto_repair_executions
+    )
+    SELECT
+        outcome,
+        operation_type,
+        count(*) AS count
+    FROM automation_scope
+    GROUP BY outcome, operation_type
+    ORDER BY outcome, operation_type
+"""
+
+
+_AUTOMATION_OPERATION_24H_SQL = """
+    WITH automation_scope AS (
+        SELECT
+            CASE
+                WHEN status <> 'success' THEN status
+                WHEN actor = 'approval_execution'
+                     AND COALESCE(input->>'requested_by', '') NOT ILIKE 'auto%%'
+                    THEN 'human_required'
+                ELSE 'auto_executed'
+            END AS outcome,
+            operation_type
+        FROM automation_operation_log
+        WHERE operation_type IN (
+            'playbook_executed',
+            'remediation_executed',
+            'remediation_verified',
+            'remediation_rolled_back',
+            'self_correction_attempted'
+        )
+          AND created_at >= NOW() - INTERVAL '24 hours'
+        UNION ALL
+        SELECT
+            CASE WHEN success THEN 'auto_executed' ELSE 'failed' END AS outcome,
+            'auto_repair_executed' AS operation_type
+        FROM auto_repair_executions
+        WHERE created_at >= NOW() - INTERVAL '24 hours'
+    )
+    SELECT
+        outcome,
+        operation_type,
+        count(*) AS count
+    FROM automation_scope
+    GROUP BY outcome, operation_type
+    ORDER BY outcome, operation_type
+"""
+
+
+_POST_EXECUTION_VERIFICATION_SQL = """
+    SELECT verification_result AS outcome, count(*) AS count
+    FROM incident_evidence
+    WHERE verification_result IS NOT NULL
+    GROUP BY verification_result
+    ORDER BY verification_result
+"""
+
+
+_POST_EXECUTION_VERIFICATION_24H_SQL = """
+    SELECT verification_result AS outcome, count(*) AS count
+    FROM incident_evidence
+    WHERE verification_result IS NOT NULL
+      AND collected_at >= NOW() - INTERVAL '24 hours'
+    GROUP BY verification_result
+    ORDER BY verification_result
+"""
+
+
+_HIGH_CONFIDENCE_APPROVAL_SQL = """
+    WITH approval_confidence AS (
+        SELECT
+            id,
+            incident_id,
+            COALESCE(
+                CASE
+                    WHEN extra_metadata->>'confidence_score' ~ '^[0-9]+(\\.[0-9]+)?$'
+                        THEN (extra_metadata->>'confidence_score')::numeric
+                    ELSE NULL
+                END,
+                CASE
+                    WHEN extra_metadata->>'confidence' ~ '^[0-9]+(\\.[0-9]+)?$'
+                        THEN (extra_metadata->>'confidence')::numeric
+                    ELSE NULL
+                END,
+                composite_score,
+                0
+            ) AS confidence
+        FROM approval_records
+    )
+    SELECT
+        count(*) FILTER (WHERE confidence >= 0.8) AS high_confidence_total,
+        count(*) FILTER (
+            WHERE confidence >= 0.8
+              AND EXISTS (
+                  SELECT 1
+                  FROM incident_evidence ev
+                  WHERE ev.incident_id = approval_confidence.incident_id
+                    AND ev.verification_result = 'success'
+              )
+        ) AS high_confidence_success_total
+    FROM approval_confidence
+"""
+
+
+_adr100_slo_metrics_service: Adr100SloMetricsService | None = None
+
+
+def get_adr100_slo_metrics_service() -> Adr100SloMetricsService:
+    global _adr100_slo_metrics_service
+    if _adr100_slo_metrics_service is None:
+        _adr100_slo_metrics_service = Adr100SloMetricsService()
+    return _adr100_slo_metrics_service

apps/api/src/services/adr100_slo_status_service.py

@@ -0,0 +1,743 @@
+"""
+Read-only ADR-100 SLO status snapshot.
+
+GovernanceAgent.check_slo_compliance() can emit governance alerts when an SLO is
+violated. This service is intentionally read-only so dashboards can show the
+same Prometheus-backed state without producing Telegram/DB side effects.
+"""
+
+from __future__ import annotations
+
+import math
+from dataclasses import dataclass
+from typing import Any
+
+import httpx
+import structlog
+from sqlalchemy import text
+
+from src.core.config import settings
+from src.db.base import get_db_context
+from src.utils.timezone import now_taipei_iso
+
+logger = structlog.get_logger(__name__)
+
+
+@dataclass(frozen=True)
+class Adr100SloDefinition:
+    name: str
+    query: str
+    target: float
+    hard_red_line: float
+    direction: str
+    unit: str
+    window: str
+    denominator_query: str | None = None
+    denominator_window_seconds: int = 0
+    minimum_events: float = 1.0
+
+
+ADR100_SLO_DEFINITIONS: tuple[Adr100SloDefinition, ...] = (
+    Adr100SloDefinition(
+        name="autonomy_rate",
+        query="sli:autonomy_rate:5m",
+        target=0.80,
+        hard_red_line=0.70,
+        direction="above",
+        unit="percent",
+        window="5m",
+        denominator_query="sum(rate(automation_operation_log_total[5m]))",
+        denominator_window_seconds=300,
+    ),
+    Adr100SloDefinition(
+        name="decision_accuracy",
+        query="sli:decision_accuracy:5m",
+        target=0.90,
+        hard_red_line=0.85,
+        direction="above",
+        unit="percent",
+        window="5m",
+        denominator_query='sum(rate(automation_operation_log_total{outcome="auto_executed"}[5m]))',
+        denominator_window_seconds=300,
+    ),
+    Adr100SloDefinition(
+        name="confidence_calibration",
+        query="sli:confidence_calibration:1h",
+        target=0.80,
+        hard_red_line=0.70,
+        direction="above",
+        unit="percent",
+        window="1h",
+        denominator_query="sum(rate(approval_records_high_confidence_total[1h]))",
+        denominator_window_seconds=3600,
+    ),
+    Adr100SloDefinition(
+        name="km_growth_rate",
+        query="max(knowledge_entries_created_24h) or max(sli:km_growth_rate:24h)",
+        target=20.0,
+        hard_red_line=5.0,
+        direction="above",
+        unit="count",
+        window="24h",
+    ),
+)
+
+
+class Adr100SloStatusService:
+    """Fetch ADR-100 SLO status from Prometheus without writing governance events."""
+
+    async def fetch_report(self) -> dict[str, Any]:
+        prom_url = getattr(
+            settings,
+            "PROMETHEUS_URL",
+            "http://prometheus.observability.svc:9090",
+        ).rstrip("/")
+        metrics: list[dict[str, Any]] = []
+
+        async with httpx.AsyncClient(timeout=5.0) as client:
+            for definition in ADR100_SLO_DEFINITIONS:
+                metrics.append(await self._fetch_metric(client, prom_url, definition))
+
+        evaluable = [metric for metric in metrics if metric.get("evaluable")]
+        ok_count = sum(1 for metric in evaluable if metric.get("status") == "ok")
+        overall_compliance = (ok_count / len(evaluable)) if evaluable else None
+        verification_coverage = await self._fetch_verification_coverage()
+        overall_status = _overall_status(metrics, evaluable, verification_coverage)
+
+        return {
+            "schema_version": "adr100_slo_status_v1",
+            "source": "prometheus+postgresql",
+            "evaluated_at": now_taipei_iso(),
+            "overall_status": overall_status,
+            "overall_compliance": overall_compliance,
+            "evaluable_count": len(evaluable),
+            "metric_count": len(metrics),
+            "metrics": metrics,
+            "verification_coverage": verification_coverage,
+        }
+
+    async def _fetch_metric(
+        self,
+        client: httpx.AsyncClient,
+        prom_url: str,
+        definition: Adr100SloDefinition,
+    ) -> dict[str, Any]:
+        denominator_value: float | None = None
+        sample_count: float | None = None
+
+        if definition.denominator_query:
+            denominator_result = await _query_prometheus_value(
+                client,
+                prom_url,
+                definition.denominator_query,
+            )
+            if denominator_result["status"] != "ok":
+                return _metric_payload(
+                    definition,
+                    value=None,
+                    status="no_data",
+                    reason=denominator_result["reason"],
+                    denominator_value=None,
+                    sample_count=None,
+                )
+
+            denominator_value = float(denominator_result["value"])
+            sample_count = denominator_value * definition.denominator_window_seconds
+            if sample_count < definition.minimum_events:
+                return _metric_payload(
+                    definition,
+                    value=None,
+                    status="skipped_low_volume",
+                    reason="denominator_below_minimum_events",
+                    denominator_value=denominator_value,
+                    sample_count=sample_count,
+                )
+
+        value_result = await _query_prometheus_value(client, prom_url, definition.query)
+        if value_result["status"] != "ok":
+            status = (
+                "skipped_low_volume"
+                if value_result["reason"] == "prometheus_nan_or_inf"
+                else "no_data"
+            )
+            return _metric_payload(
+                definition,
+                value=None,
+                status=status,
+                reason=value_result["reason"],
+                denominator_value=denominator_value,
+                sample_count=sample_count,
+            )
+
+        value = float(value_result["value"])
+        status = _classify_status(value, definition)
+        return _metric_payload(
+            definition,
+            value=value,
+            status=status,
+            reason=None,
+            denominator_value=denominator_value,
+            sample_count=sample_count if sample_count is not None else value,
+        )
+
+    async def _fetch_verification_coverage(self) -> dict[str, Any]:
+        """Summarize whether recent auto-repair executions have verifier evidence."""
+        try:
+            async with get_db_context() as db:
+                summary_row = (
+                    await db.execute(text(_VERIFICATION_COVERAGE_SQL))
+                ).mappings().one()
+                recent_rows = (
+                    await db.execute(text(_VERIFICATION_COVERAGE_RECENT_SQL))
+                ).mappings().all()
+                recent_non_success_rows = (
+                    await db.execute(text(_VERIFICATION_COVERAGE_NON_SUCCESS_SQL))
+                ).mappings().all()
+        except Exception as exc:
+            logger.warning("adr100_verification_coverage_query_error", error=str(exc))
+            return {
+                "schema_version": "adr100_verification_coverage_v1",
+                "source": "postgresql",
+                "window": "24h",
+                "status": "error",
+                "reason": "postgresql_query_error",
+                "evaluable": False,
+                "total_auto": 0,
+                "successful_auto": 0,
+                "verified_auto": 0,
+                "verified_success": 0,
+                "verified_non_success": 0,
+                "unverified_auto": 0,
+                "coverage_rate": None,
+                "verification_success_rate": None,
+                "last_auto_at": None,
+                "last_verified_auto_at": None,
+                "last_verification_evidence_at": None,
+                "latest_auto_age_seconds": None,
+                "last_verified_auto_age_seconds": None,
+                "recent_unverified": [],
+                "recent_non_success": [],
+                "non_success_breakdown": {
+                    "by_verification_result": [],
+                    "by_failure_class": [],
+                },
+                "remediation_queue": _remediation_queue_payload([]),
+            }
+
+        return _build_verification_coverage_payload(
+            summary_row,
+            recent_rows,
+            recent_non_success_rows,
+        )
+
+
+_VERIFICATION_COVERAGE_SQL = """
+    WITH recent_auto AS (
+        SELECT id, incident_id, success, created_at
+        FROM auto_repair_executions
+        WHERE created_at >= NOW() - INTERVAL '24 hours'
+    ),
+    per_auto AS (
+        SELECT
+            are.id,
+            are.incident_id,
+            are.success,
+            are.created_at,
+            latest.verification_result,
+            latest.collected_at AS verification_collected_at,
+            latest.self_healing_score
+        FROM recent_auto are
+        LEFT JOIN LATERAL (
+            SELECT ev.verification_result, ev.collected_at, ev.self_healing_score
+            FROM incident_evidence ev
+            WHERE ev.incident_id = are.incident_id
+              AND ev.verification_result IS NOT NULL
+            ORDER BY ev.collected_at DESC
+            LIMIT 1
+        ) latest ON TRUE
+    )
+    SELECT
+        count(*)::int AS total_auto,
+        count(*) FILTER (WHERE success)::int AS successful_auto,
+        count(*) FILTER (WHERE verification_result IS NOT NULL)::int AS verified_auto,
+        count(*) FILTER (WHERE verification_result = 'success')::int AS verified_success,
+        count(*) FILTER (WHERE verification_result IN ('degraded','failed','timeout'))::int AS verified_non_success,
+        count(*) FILTER (WHERE verification_result IS NULL)::int AS unverified_auto,
+        max(created_at) AS last_auto_at,
+        max(created_at) FILTER (WHERE verification_result IS NOT NULL) AS last_verified_auto_at,
+        max(verification_collected_at) AS last_verification_evidence_at,
+        EXTRACT(EPOCH FROM (NOW() - max(created_at)))::int AS latest_auto_age_seconds,
+        EXTRACT(EPOCH FROM (NOW() - (max(created_at) FILTER (WHERE verification_result IS NOT NULL))))::int
+            AS last_verified_auto_age_seconds
+    FROM per_auto
+"""
+
+
+_VERIFICATION_COVERAGE_RECENT_SQL = """
+    WITH recent_auto AS (
+        SELECT id, incident_id, success, created_at
+        FROM auto_repair_executions
+        WHERE created_at >= NOW() - INTERVAL '24 hours'
+    ),
+    per_auto AS (
+        SELECT
+            are.id,
+            are.incident_id,
+            are.success,
+            are.created_at,
+            latest.verification_result
+        FROM recent_auto are
+        LEFT JOIN LATERAL (
+            SELECT ev.verification_result
+            FROM incident_evidence ev
+            WHERE ev.incident_id = are.incident_id
+              AND ev.verification_result IS NOT NULL
+            ORDER BY ev.collected_at DESC
+            LIMIT 1
+        ) latest ON TRUE
+    )
+    SELECT id, incident_id, success, created_at
+    FROM per_auto
+    WHERE verification_result IS NULL
+    ORDER BY created_at DESC
+    LIMIT 5
+"""
+
+
+_VERIFICATION_COVERAGE_NON_SUCCESS_SQL = """
+    WITH recent_auto AS (
+        SELECT
+            id,
+            incident_id,
+            success,
+            playbook_id,
+            playbook_name,
+            triggered_by,
+            risk_level,
+            error_message,
+            created_at
+        FROM auto_repair_executions
+        WHERE created_at >= NOW() - INTERVAL '24 hours'
+    ),
+    per_auto AS (
+        SELECT
+            are.id AS auto_repair_id,
+            are.incident_id,
+            are.success AS auto_success,
+            are.playbook_id,
+            are.playbook_name,
+            are.triggered_by,
+            are.risk_level,
+            left(coalesce(are.error_message, ''), 240) AS auto_error,
+            are.created_at AS auto_created_at,
+            latest.verification_result,
+            latest.collected_at AS verification_collected_at,
+            left(coalesce(latest.post_execution_state::text, ''), 700) AS post_state_text,
+            left(coalesce(latest.evidence_summary, ''), 300) AS evidence_summary
+        FROM recent_auto are
+        LEFT JOIN LATERAL (
+            SELECT
+                ev.verification_result,
+                ev.collected_at,
+                ev.post_execution_state,
+                ev.evidence_summary
+            FROM incident_evidence ev
+            WHERE ev.incident_id = are.incident_id
+              AND ev.verification_result IS NOT NULL
+            ORDER BY ev.collected_at DESC
+            LIMIT 1
+        ) latest ON TRUE
+    )
+    SELECT
+        p.*,
+        i.status::text AS incident_status,
+        i.severity::text AS incident_severity,
+        i.alert_category,
+        i.alertname
+    FROM per_auto p
+    LEFT JOIN incidents i ON i.incident_id = p.incident_id
+    WHERE p.verification_result IS NOT NULL
+      AND p.verification_result <> 'success'
+    ORDER BY p.auto_created_at DESC
+    LIMIT 8
+"""
+
+
+async def _query_prometheus_value(
+    client: httpx.AsyncClient,
+    prom_url: str,
+    query: str,
+) -> dict[str, Any]:
+    try:
+        response = await client.get(
+            f"{prom_url}/api/v1/query",
+            params={"query": query},
+        )
+        data = response.json()
+        if data.get("status") != "success":
+            return {"status": "error", "reason": "prometheus_query_failed"}
+
+        results = data.get("data", {}).get("result", [])
+        if not results:
+            return {
+                "status": "no_data",
+                "reason": "prometheus_empty_result_metric_not_emitted",
+            }
+
+        raw_value = results[0]["value"][1]
+        value = float(raw_value)
+        if not math.isfinite(value):
+            return {
+                "status": "skipped",
+                "reason": "prometheus_nan_or_inf",
+                "raw_value": raw_value,
+            }
+        return {"status": "ok", "value": value}
+    except Exception as exc:
+        logger.warning("adr100_slo_prometheus_query_error", query=query, error=str(exc))
+        return {"status": "error", "reason": "prometheus_query_error"}
+
+
+def _metric_payload(
+    definition: Adr100SloDefinition,
+    *,
+    value: float | None,
+    status: str,
+    reason: str | None,
+    denominator_value: float | None,
+    sample_count: float | None,
+) -> dict[str, Any]:
+    return {
+        "name": definition.name,
+        "query": definition.query,
+        "value": value,
+        "target": definition.target,
+        "hard_red_line": definition.hard_red_line,
+        "direction": definition.direction,
+        "unit": definition.unit,
+        "window": definition.window,
+        "status": status,
+        "evaluable": status in {"ok", "warning", "violated"},
+        "reason": reason,
+        "denominator_query": definition.denominator_query,
+        "denominator_value": denominator_value,
+        "sample_count": sample_count,
+    }
+
+
+def _classify_status(value: float, definition: Adr100SloDefinition) -> str:
+    if definition.direction == "above":
+        if value < definition.hard_red_line:
+            return "violated"
+        if value < definition.target:
+            return "warning"
+        return "ok"
+
+    if value > definition.hard_red_line:
+        return "violated"
+    if value > definition.target:
+        return "warning"
+    return "ok"
+
+
+def _build_verification_coverage_payload(
+    summary_row: Any,
+    recent_unverified_rows: Any,
+    recent_non_success_rows: Any = (),
+) -> dict[str, Any]:
+    row = dict(summary_row)
+    total_auto = int(row.get("total_auto") or 0)
+    verified_auto = int(row.get("verified_auto") or 0)
+    verified_success = int(row.get("verified_success") or 0)
+    verified_non_success = int(row.get("verified_non_success") or 0)
+    unverified_auto = int(row.get("unverified_auto") or 0)
+
+    if total_auto == 0:
+        status = "skipped_low_volume"
+        reason = "no_auto_repair_executions_24h"
+        evaluable = False
+    elif unverified_auto > 0:
+        status = "warning"
+        reason = "verification_backlog_present"
+        evaluable = True
+    elif verified_non_success > 0:
+        status = "warning"
+        reason = "non_success_verification_present"
+        evaluable = True
+    else:
+        status = "ok"
+        reason = None
+        evaluable = True
+
+    coverage_rate = (verified_auto / total_auto) if total_auto else None
+    verification_success_rate = (verified_success / verified_auto) if verified_auto else None
+    recent_non_success = [
+        _non_success_finding_payload(dict(raw))
+        for raw in recent_non_success_rows
+    ]
+    remediation_queue = _remediation_queue_payload(recent_non_success)
+
+    return {
+        "schema_version": "adr100_verification_coverage_v1",
+        "source": "postgresql",
+        "window": "24h",
+        "status": status,
+        "reason": reason,
+        "evaluable": evaluable,
+        "total_auto": total_auto,
+        "successful_auto": int(row.get("successful_auto") or 0),
+        "verified_auto": verified_auto,
+        "verified_success": verified_success,
+        "verified_non_success": verified_non_success,
+        "unverified_auto": unverified_auto,
+        "coverage_rate": coverage_rate,
+        "verification_success_rate": verification_success_rate,
+        "last_auto_at": _iso(row.get("last_auto_at")),
+        "last_verified_auto_at": _iso(row.get("last_verified_auto_at")),
+        "last_verification_evidence_at": _iso(row.get("last_verification_evidence_at")),
+        "latest_auto_age_seconds": _int_or_none(row.get("latest_auto_age_seconds")),
+        "last_verified_auto_age_seconds": _int_or_none(row.get("last_verified_auto_age_seconds")),
+        "recent_unverified": [
+            {
+                "id": str(item.get("id")),
+                "incident_id": str(item.get("incident_id")),
+                "success": bool(item.get("success")),
+                "created_at": _iso(item.get("created_at")),
+            }
+            for item in (dict(raw) for raw in recent_unverified_rows)
+        ],
+        "recent_non_success": recent_non_success,
+        "non_success_breakdown": {
+            "by_verification_result": _count_breakdown(
+                item["verification_result"] for item in recent_non_success
+            ),
+            "by_failure_class": _count_breakdown(
+                item["failure_class"] for item in recent_non_success
+            ),
+            "by_remediation_status": _count_breakdown(
+                item["remediation_status"] for item in remediation_queue["items"]
+            ),
+        },
+        "remediation_queue": remediation_queue,
+    }
+
+
+def _non_success_finding_payload(row: dict[str, Any]) -> dict[str, Any]:
+    failure_class = _classify_non_success_failure(row)
+    remediation = _remediation_for_failure_class(failure_class)
+    return {
+        "auto_repair_id": str(row.get("auto_repair_id")),
+        "incident_id": str(row.get("incident_id")),
+        "incident_status": str(row.get("incident_status") or "unknown"),
+        "incident_severity": str(row.get("incident_severity") or "unknown"),
+        "alert_category": row.get("alert_category"),
+        "alertname": row.get("alertname"),
+        "auto_success": bool(row.get("auto_success")),
+        "playbook_id": row.get("playbook_id"),
+        "playbook_name": row.get("playbook_name"),
+        "triggered_by": row.get("triggered_by"),
+        "risk_level": row.get("risk_level"),
+        "verification_result": str(row.get("verification_result") or "unknown"),
+        "failure_class": failure_class,
+        "next_step": _next_step_for_failure_class(failure_class),
+        "remediation_status": remediation["status"],
+        "remediation_action": remediation["action"],
+        "remediation_owner": remediation["owner"],
+        "remediation_reason": remediation["reason"],
+        "auto_error_excerpt": _short_text(row.get("auto_error"), 180),
+        "evidence_excerpt": _short_text(row.get("evidence_summary"), 180),
+        "auto_created_at": _iso(row.get("auto_created_at")),
+        "verification_collected_at": _iso(row.get("verification_collected_at")),
+    }
+
+
+def _classify_non_success_failure(row: dict[str, Any]) -> str:
+    combined = " ".join(
+        str(row.get(key) or "")
+        for key in ("auto_error", "post_state_text", "evidence_summary")
+    ).lower()
+    if "unsupported scheme" in combined:
+        return "unsupported_action_scheme"
+    if "missing_query_parameter" in combined:
+        return "verifier_missing_promql"
+    if "empty_pod_name" in combined:
+        return "verifier_target_missing_pod"
+    if not bool(row.get("auto_success")):
+        return "auto_repair_execution_failed"
+
+    result = str(row.get("verification_result") or "").lower()
+    if result in {"failed", "timeout"}:
+        return f"verification_{result}"
+    return "verification_degraded"
+
+
+def _remediation_for_failure_class(failure_class: str) -> dict[str, str]:
+    """Map a non-success verification class to a read-only remediation work item.
+
+    This is dashboard triage metadata only. It does not auto-close incidents,
+    replay repairs, or approve write actions.
+    """
+    if failure_class == "unsupported_action_scheme":
+        return {
+            "status": "ready_for_replay",
+            "action": "replay_with_supported_executor",
+            "owner": "auto_repair_executor",
+            "reason": "executor_gateway_available_after_t23",
+        }
+    if failure_class == "verifier_missing_promql":
+        return {
+            "status": "ready_for_reverify",
+            "action": "reverify_with_promql_template",
+            "owner": "post_execution_verifier",
+            "reason": "promql_template_available_after_t23",
+        }
+    if failure_class == "verifier_target_missing_pod":
+        return {
+            "status": "needs_target_mapping",
+            "action": "map_target_and_reverify",
+            "owner": "post_execution_verifier",
+            "reason": "verifier_target_missing",
+        }
+    if failure_class == "auto_repair_execution_failed":
+        return {
+            "status": "needs_playbook_ticket",
+            "action": "create_playbook_ticket",
+            "owner": "solver_or_operator",
+            "reason": "execution_failed_after_route_normalization",
+        }
+    if failure_class in {"verification_failed", "verification_timeout"}:
+        return {
+            "status": "manual_review",
+            "action": "escalate_verification_failure",
+            "owner": "sre_operator",
+            "reason": "verifier_returned_hard_failure",
+        }
+    return {
+        "status": "manual_review",
+        "action": "inspect_degraded_evidence",
+        "owner": "sre_operator",
+        "reason": "degraded_evidence_requires_human_context",
+    }
+
+
+def _next_step_for_failure_class(failure_class: str) -> str:
+    if failure_class == "unsupported_action_scheme":
+        return "normalize_playbook_executor"
+    if failure_class == "verifier_missing_promql":
+        return "add_verifier_query_template"
+    if failure_class == "verifier_target_missing_pod":
+        return "map_verifier_target"
+    if failure_class == "auto_repair_execution_failed":
+        return "review_auto_repair_execution"
+    if failure_class in {"verification_failed", "verification_timeout"}:
+        return "escalate_verification_failure"
+    return "review_degraded_verification"
+
+
+def _remediation_queue_payload(recent_non_success: list[dict[str, Any]]) -> dict[str, Any]:
+    items: list[dict[str, Any]] = []
+    for item in recent_non_success:
+        items.append({
+            "work_item_id": (
+                f"verification:{item.get('incident_id')}:{item.get('auto_repair_id')}"
+            ),
+            "incident_id": item.get("incident_id"),
+            "auto_repair_id": item.get("auto_repair_id"),
+            "alertname": item.get("alertname"),
+            "playbook_id": item.get("playbook_id"),
+            "failure_class": item.get("failure_class"),
+            "verification_result": item.get("verification_result"),
+            "remediation_status": item.get("remediation_status"),
+            "remediation_action": item.get("remediation_action"),
+            "remediation_owner": item.get("remediation_owner"),
+            "remediation_reason": item.get("remediation_reason"),
+            "source": "adr100_verification_coverage",
+            "auto_created_at": item.get("auto_created_at"),
+            "verification_collected_at": item.get("verification_collected_at"),
+        })
+
+    ready_for_ai = sum(
+        1 for item in items
+        if item.get("remediation_status") in {"ready_for_replay", "ready_for_reverify"}
+    )
+    needs_human = sum(
+        1 for item in items
+        if item.get("remediation_status") in {
+            "needs_target_mapping",
+            "needs_playbook_ticket",
+            "manual_review",
+        }
+    )
+
+    return {
+        "schema_version": "adr100_remediation_queue_v1",
+        "source": "recent_non_success_read_model",
+        "total": len(items),
+        "ready_for_ai": ready_for_ai,
+        "needs_human": needs_human,
+        "items": items,
+        "by_status": _count_breakdown(
+            item.get("remediation_status") for item in items
+        ),
+        "by_action": _count_breakdown(
+            item.get("remediation_action") for item in items
+        ),
+    }
+
+
+def _count_breakdown(values: Any) -> list[dict[str, Any]]:
+    counts: dict[str, int] = {}
+    for value in values:
+        key = str(value or "unknown")
+        counts[key] = counts.get(key, 0) + 1
+    return [
+        {"name": name, "count": count}
+        for name, count in sorted(counts.items(), key=lambda item: (-item[1], item[0]))
+    ]
+
+
+def _short_text(value: Any, limit: int) -> str | None:
+    if value is None:
+        return None
+    text = " ".join(str(value).split())
+    if not text:
+        return None
+    return text[:limit]
+
+
+def _iso(value: Any) -> str | None:
+    return value.isoformat() if hasattr(value, "isoformat") else None
+
+
+def _int_or_none(value: Any) -> int | None:
+    return int(value) if value is not None else None
+
+
+def _overall_status(
+    metrics: list[dict[str, Any]],
+    evaluable: list[dict[str, Any]],
+    verification_coverage: dict[str, Any] | None = None,
+) -> str:
+    if any(metric.get("status") == "violated" for metric in metrics):
+        return "violated"
+    if verification_coverage and verification_coverage.get("status") in {"violated", "warning"}:
+        return str(verification_coverage["status"])
+    if any(metric.get("status") == "warning" for metric in metrics):
+        return "warning"
+    if evaluable and any(metric.get("status") == "skipped_low_volume" for metric in metrics):
+        return "partial"
+    if evaluable:
+        return "ok"
+    if any(metric.get("status") == "no_data" for metric in metrics):
+        return "no_data"
+    return "skipped_low_volume"
+
+
+_adr100_slo_status_service: Adr100SloStatusService | None = None
+
+
+def get_adr100_slo_status_service() -> Adr100SloStatusService:
+    global _adr100_slo_status_service
+    if _adr100_slo_status_service is None:
+        _adr100_slo_status_service = Adr100SloStatusService()
+    return _adr100_slo_status_service

apps/api/src/services/agent_orchestrator.py

@@ -27,7 +27,7 @@ from __future__ import annotations
 
 import asyncio
 import dataclasses
-import json
+import os
 import time
 import uuid
 from datetime import UTC, datetime
@@ -63,11 +63,25 @@ if TYPE_CHECKING:
 
 logger = structlog.get_logger(__name__)
 
+def _agent_debate_global_timeout_seconds() -> float:
+    """Return the full Phase 2 debate timeout.
+
+    GCP Ollama incident analysis can legitimately take longer than the old
+    90s guard. Keep a hard ceiling, but make it an explicit deployment knob.
+    """
+
+    raw = os.environ.get("AGENT_DEBATE_GLOBAL_TIMEOUT_SEC", "420.0")
+    try:
+        timeout = float(raw)
+    except (TypeError, ValueError):
+        timeout = 420.0
+    return max(timeout, 90.0)
+
+
 # 全局超時（所有 Agent 加起來）
-# 2026-04-16 Claude Sonnet 4.6: deepseek-r1:14b 實測 2.2-27.3s avg 10.6s
-# 原 30s 對 3 個序列 Agent 每個只剩 10s → 頻繁 timeout → confidence=20%
-# 調整: 每 Agent 25s, 3個序列+1組並行 = 最差 75s + buffer = 90s
-GLOBAL_TIMEOUT_SEC = 90.0
+# 2026-05-06 Codex: configurable for GCP-A/GCP-B/111 Ollama-first incident
+# diagnosis. The old 90s guard was cutting off valid deep diagnosis runs.
+GLOBAL_TIMEOUT_SEC = _agent_debate_global_timeout_seconds()
 
 # 2026-04-16 ogt + Claude Sonnet 4.6: 移除 _PER_AGENT_TIMEOUT_SEC
 # LLM 必須等到完整回應，不得人工截斷。降級只在真正異常（連線失敗、模型崩潰）觸發。

apps/api/src/services/ai_providers/ollama.py

@@ -1,10 +1,10 @@
 """
 Ollama Provider - Phase 24 ADR-052
 ====================================
-本地 LLM 推理 (192.168.0.188 VMware VM, CPU-only)
+本地 / 私有 LLM 推理 Provider。
 
 搬移自: openclaw.py _call_ollama (L349-409)
-特性: 免費、隱私安全 (local)、但 CPU 慢 (~97s/30tokens for qwen2.5:7b)
+特性: 免費、隱私安全 (local)、可依 ADR-110 指向 GCP-A/GCP-B/111。
 
 2026-04-02 ogt: Phase 24-A 從 openclaw.py 抽出
 """
@@ -29,6 +29,62 @@ from src.services.model_registry import get_model_registry
 logger = structlog.get_logger(__name__)
 settings = get_settings()
 
+_GCP_LIGHTWEIGHT_MODELS = {
+    "gemma3:4b",
+}
+
+
+def _normalized_url(value: str | None) -> str:
+    return (value or "").rstrip("/")
+
+
+def _is_gcp_alert_lane(endpoint_url: str) -> bool:
+    """Return true for the CPU-only GCP-A/B synchronous alert lane."""
+    endpoint = _normalized_url(endpoint_url)
+    return endpoint in {
+        _normalized_url(getattr(settings, "OLLAMA_URL", "")),
+        _normalized_url(getattr(settings, "OLLAMA_SECONDARY_URL", "")),
+    }
+
+
+def _resolve_model_for_endpoint(
+    *,
+    requested_model: str,
+    endpoint_url: str,
+    context: dict | None,
+) -> str:
+    """
+    Keep non-diagnosis calls from polluting the GCP diagnosis lane.
+
+    GCP-A/B are allowed to run the deep incident diagnosis model because the
+    alert goal is correctness and resolution, not the fastest Telegram card.
+    Accidental non-diagnosis workloads still fall back to the lightweight health
+    model so embedding/Hermes/background calls cannot occupy the same lane.
+    """
+    model_name = requested_model.strip()
+    context = context or {}
+    allow_gcp_heavy = bool(context.get("allow_gcp_heavy_model"))
+    task_type = str(context.get("task_type") or context.get("intent_hint") or "").lower()
+    is_deep_diagnosis = task_type in {"diagnose", "alert_deep", "incident_diagnosis"}
+
+    if (
+        _is_gcp_alert_lane(endpoint_url)
+        and not allow_gcp_heavy
+        and not is_deep_diagnosis
+        and model_name not in _GCP_LIGHTWEIGHT_MODELS
+    ):
+        fallback_model = str(getattr(settings, "OLLAMA_HEALTH_CHECK_MODEL", "gemma3:4b")).strip() or "gemma3:4b"
+        logger.warning(
+            "ollama_gcp_non_diagnosis_model_coerced",
+            endpoint=endpoint_url,
+            requested_model=model_name,
+            safe_model=fallback_model,
+            task_type=task_type,
+        )
+        return fallback_model
+
+    return model_name
+
 
 class OllamaProvider:
     """
@@ -77,11 +133,17 @@ class OllamaProvider:
             client = await self._get_client()
 
             registry = get_model_registry()
-            model_name = registry.get_model("ollama", "rca")
+            endpoint_url = self._endpoint_url()
+            requested_model = str((context or {}).get("ollama_model") or registry.get_model("ollama", "rca")).strip()
+            model_name = _resolve_model_for_endpoint(
+                requested_model=requested_model,
+                endpoint_url=endpoint_url,
+                context=context,
+            )
             options = registry.get_provider_options("ollama")
 
             # P0 2026-04-04 Claude Code: per-task timeout（Option C 分情境）
-            # FORCE_LOCAL/diagnose → OLLAMA_DIAGNOSE_TIMEOUT_SECONDS (200s，實測 ~173s)
+            # FORCE_LOCAL/diagnose → OLLAMA_DIAGNOSE_TIMEOUT_SECONDS
             # 其他 → OPENCLAW_TIMEOUT（既有設定）
             task_type = (context or {}).get("task_type", "")
             if task_type in ("diagnose", "force_local"):
@@ -89,7 +151,6 @@ class OllamaProvider:
             else:
                 read_timeout = float(settings.OPENCLAW_TIMEOUT)
 
-            endpoint_url = self._endpoint_url()
             response = await client.post(
                 f"{endpoint_url}/api/generate",
                 json={
@@ -112,7 +173,13 @@ class OllamaProvider:
             tokens = data.get("eval_count", 0) + data.get("prompt_eval_count", 0)
             latency = (time.perf_counter() - start) * 1000
 
-            logger.info("ollama_provider_success", response_length=len(result), tokens=tokens, latency_ms=round(latency, 1))
+            logger.info(
+                "ollama_provider_success",
+                response_length=len(result),
+                tokens=tokens,
+                latency_ms=round(latency, 1),
+                model=model_name,
+            )
             return AIResult(
                 raw_response=result,
                 success=True,
@@ -158,7 +225,7 @@ class OllamaProvider:
         total_tokens = 0
         messages: list[dict] = [{"role": "user", "content": prompt}]
         registry = get_model_registry()
-        model_name = registry.get_model("ollama", "rca")
+        model_name = str((context or {}).get("ollama_model") or registry.get_model("ollama", "rca")).strip()
         options = registry.get_provider_options("ollama")
         task_type = (context or {}).get("task_type", "")
         if task_type in ("diagnose", "force_local"):
@@ -268,33 +335,27 @@ class OllamaProvider:
             self._http_client = None
 
 
-# 2026-04-26 Wave5 B1-fix by Claude Engineer-A4 — OLLAMA_188 provider 註冊
-class Ollama188Provider(OllamaProvider):
+# 2026-05-06 Codex — 188 不再作為 Ollama Provider；本地備援統一命名為 ollama_local。
+class OllamaLocalProvider(OllamaProvider):
     """
-    Ollama 188 CPU-only 備援 Provider
+    Ollama Local fallback Provider
 
-    繼承 OllamaProvider，但使用 OLLAMA_FALLBACK_URL（192.168.0.188:11434）
-    作為推理端點，模型預設 OLLAMA_HEALTH_CHECK_MODEL（qwen2.5:7b-instruct）。
-
-    B1 修復：原本 _init_registry 未登錄此 provider，導致
-    executor.execute() 遇到 "ollama_188" → not_registered → 跳過，
-    188 從未被打到。此類別補全登錄鏈路。
-
-    2026-04-26 Wave5 B1-fix by Claude Engineer-A4
+    使用 OLLAMA_FALLBACK_URL 作為本地最後防線端點。
+    ADR-110 目前設定為 110 nginx proxy → 111 Ollama；188 不得再作為 Ollama provider。
     """
 
     @property
     def name(self) -> str:
-        return "ollama_188"
+        return "ollama_local"
 
     @property
     def is_enabled(self) -> bool:
         import os
-        # 優先查 ENABLE_OLLAMA_188；若未設定（預設 true）則看 OLLAMA_FALLBACK_URL 是否有值
-        env_override = os.getenv("ENABLE_OLLAMA_188", "true").lower() == "true"
+        # 優先查 ENABLE_OLLAMA_LOCAL；若未設定（預設 true）則看 OLLAMA_FALLBACK_URL 是否有值。
+        env_override = os.getenv("ENABLE_OLLAMA_LOCAL", "true").lower() == "true"
         if not env_override:
             return False
-        # OLLAMA_FALLBACK_URL 空字串 → 未設定 188 節點 → 停用
+        # OLLAMA_FALLBACK_URL 空字串 → 未設定本地節點 → 停用。
         return bool(getattr(settings, "OLLAMA_FALLBACK_URL", ""))
 
     def _endpoint_url(self) -> str:
@@ -319,18 +380,18 @@ class Ollama188Provider(OllamaProvider):
             client = await self._get_client()
 
             registry = get_model_registry()
-            # 嘗試取 ollama_188 專屬設定，fallback 到 ollama 預設
+            # 嘗試取本地 fallback 專屬設定，fallback 到 ollama 預設。
             try:
-                model_name = registry.get_model("ollama_188", "rca")
+                model_name = str((context or {}).get("ollama_model") or registry.get_model("ollama_local", "rca")).strip()
             except Exception:
-                model_name = getattr(settings, "OLLAMA_HEALTH_CHECK_MODEL", "qwen2.5:7b-instruct")
+                model_name = str((context or {}).get("ollama_model") or getattr(settings, "OLLAMA_HEALTH_CHECK_MODEL", "qwen2.5:7b-instruct")).strip()
 
             try:
-                options = registry.get_provider_options("ollama_188")
+                options = registry.get_provider_options("ollama_local")
             except Exception:
                 options = registry.get_provider_options("ollama")
 
-            # CPU-only 備援：固定使用較長 timeout（CPU 推理慢）
+            # 本地備援：固定使用較長 timeout，避免 111 模型載入時被過早判死。
             task_type = (context or {}).get("task_type", "")
             if task_type in ("diagnose", "force_local"):
                 read_timeout = float(getattr(settings, "OLLAMA_DIAGNOSE_TIMEOUT_SECONDS", 200))
@@ -359,11 +420,12 @@ class Ollama188Provider(OllamaProvider):
             latency = (time.perf_counter() - start) * 1000
 
             logger.info(
-                "ollama_188_provider_success",
+                "ollama_local_provider_success",
                 response_length=len(result),
                 tokens=tokens,
                 latency_ms=round(latency, 1),
                 endpoint=fallback_url,
+                model=model_name,
             )
             return AIResult(
                 raw_response=result,
@@ -375,12 +437,12 @@ class Ollama188Provider(OllamaProvider):
 
         except httpx.TimeoutException as e:
             latency = (time.perf_counter() - start) * 1000
-            logger.warning("ollama_188_provider_timeout", error=str(e), latency_ms=round(latency, 1))
+            logger.warning("ollama_local_provider_timeout", error=str(e), latency_ms=round(latency, 1))
             return AIResult(raw_response="", success=False, provider=self.name, latency_ms=latency, error=f"Timeout: {e}")
 
         except Exception as e:
             latency = (time.perf_counter() - start) * 1000
-            logger.warning("ollama_188_provider_failed", error=str(e), latency_ms=round(latency, 1))
+            logger.warning("ollama_local_provider_failed", error=str(e), latency_ms=round(latency, 1))
             return AIResult(raw_response="", success=False, provider=self.name, latency_ms=latency, error=str(e))
 
     async def health_check(self) -> bool:

apps/api/src/services/ai_rate_limiter.py

@@ -274,14 +274,13 @@ class AIRateLimiter:
 
         try:
             from src.core.config import settings
+            from src.services.telegram_gateway import get_telegram_gateway
 
             target_chat_id = settings.SRE_GROUP_CHAT_ID or settings.OPENCLAW_TG_CHAT_ID
             if not settings.OPENCLAW_TG_BOT_TOKEN or not target_chat_id:
                 logger.warning("telegram_not_configured_for_cost_alert")
                 return
 
-            import httpx
-
             message = (
                 f"🚨🚨🚨 <b>AI 成本超限警報</b> 🚨🚨🚨\n\n"
                 f"Provider: <code>{provider.upper()}</code>\n"
@@ -292,15 +291,15 @@ class AIRateLimiter:
                 f"<code>redis-cli DEL ai_rate:total_cost:{provider}</code>"
             )
 
-            async with httpx.AsyncClient(timeout=10.0) as client:
-                await client.post(
-                    f"https://api.telegram.org/bot{settings.OPENCLAW_TG_BOT_TOKEN}/sendMessage",
-                    json={
-                        "chat_id": target_chat_id,
-                        "text": message,
-                        "parse_mode": "HTML",
-                    },
-                )
+            gateway = get_telegram_gateway()
+            await gateway._send_request(
+                "sendMessage",
+                {
+                    "chat_id": target_chat_id,
+                    "text": message,
+                    "parse_mode": "HTML",
+                },
+            )
 
             logger.error(
                 "ai_cost_alert_sent",
@@ -327,13 +326,12 @@ class AIRateLimiter:
 
         try:
             from src.core.config import settings
+            from src.services.telegram_gateway import get_telegram_gateway
 
             target_chat_id = settings.SRE_GROUP_CHAT_ID or settings.OPENCLAW_TG_CHAT_ID
             if not settings.OPENCLAW_TG_BOT_TOKEN or not target_chat_id:
                 return
 
-            import httpx
-
             limit = COST_LIMITS[provider]["total_cost_usd"]
             remaining = limit - current_cost
 
@@ -345,15 +343,15 @@ class AIRateLimiter:
                 f"接近上限，請注意監控！"
             )
 
-            async with httpx.AsyncClient(timeout=10.0) as client:
-                await client.post(
-                    f"https://api.telegram.org/bot{settings.OPENCLAW_TG_BOT_TOKEN}/sendMessage",
-                    json={
-                        "chat_id": target_chat_id,
-                        "text": message,
-                        "parse_mode": "HTML",
-                    },
-                )
+            gateway = get_telegram_gateway()
+            await gateway._send_request(
+                "sendMessage",
+                {
+                    "chat_id": target_chat_id,
+                    "text": message,
+                    "parse_mode": "HTML",
+                },
+            )
 
             logger.warning(
                 "ai_cost_warning_sent",

apps/api/src/services/ai_router.py

@@ -73,10 +73,6 @@ class AIProviderEnum(str, Enum):
     """AI 提供者"""
 
     OLLAMA = "ollama"
-    # 2026-04-25 critic-fix Part2 B2 by Claude Engineer-C2
-    # P1.1b OllamaFailoverManager 使用 provider_name="ollama_188"，
-    # 但 AIProviderEnum 沒有此值 → P1.2 整合時 lookup 失敗
-    OLLAMA_188 = "ollama_188"  # 188 CPU-only 備援節點（P1.1b）
     # 2026-05-04 ogt + Claude Sonnet 4.6: ADR-110 GCP 三層容災
     # OllamaFailoverManager 回傳 provider_name="ollama_gcp_a"/"ollama_gcp_b"/"ollama_local"
     # 缺少 enum 值 → AIProviderEnum(primary_str) 拋 ValueError → fallback chain 清空 → 直跳 Gemini
@@ -96,8 +92,6 @@ class AIProviderEnum(str, Enum):
 # Provider 對應延遲預算 (ms)
 PROVIDER_LATENCY_BUDGET: dict[AIProviderEnum, int] = {
     AIProviderEnum.OLLAMA: 60000,  # 本地，允許較長處理時間
-    # 2026-04-25 critic-fix Part2 B2 by Claude Engineer-C2 — 188 CPU-only 推理較慢
-    AIProviderEnum.OLLAMA_188: 120000,  # 120s budget for CPU inference
     # 2026-05-04 ogt: ADR-110 GCP 三層容災 — GCP NVMe SSD 推理快，60s 足夠
     AIProviderEnum.OLLAMA_GCP_A: 60000,
     AIProviderEnum.OLLAMA_GCP_B: 60000,
@@ -432,7 +426,7 @@ class AIRouter:
                     model = failover_result.primary.model
                     reason = f"{reason} [failover→{primary_str}]"
                 except ValueError:
-                    # provider_name 無法對應已知 enum（理論上不應發生，OLLAMA_188 已加）
+                    # provider_name 無法對應已知 enum；避免未知 provider 靜默進入執行層。
                     logger.warning(
                         "ai_router_unknown_failover_provider",
                         provider=primary_str,
@@ -848,14 +842,13 @@ class AIRouter:
             空 dict 代表無資料或查詢失敗（caller 應降級為忽略）。
         """
         try:
-            from src.db.base import get_session_factory
+            from src.db.base import get_db_context
             from src.repositories.aider_event_repository import AiderEventRepository
         except ImportError:
             return {}
 
         try:
-            sf = get_session_factory()
-            async with sf() as sess:
+            async with get_db_context() as sess:
                 repo_obj = AiderEventRepository(sess)
                 stats = await repo_obj.model_stats_since(days=days)
         except Exception:
@@ -1078,11 +1071,51 @@ class AIRouterExecutor:
             cached = await redis.get(cache_key)
             if cached:
                 data = _json.loads(cached)
+                cached_provider = data.get("provider", "cache")
+                provider_allowed = cached_provider in provider_order
+                ollama_first_required = (
+                    bool(context)
+                    and any(
+                        key in context
+                        for key in (
+                            "alert_type",
+                            "alertname",
+                            "alert_name",
+                            "fingerprint",
+                            "incident_id",
+                            "severity",
+                            "target_resource",
+                        )
+                    )
+                    and bool(provider_order)
+                    and provider_order[0].startswith("ollama")
+                ) or (
+                    bool(context)
+                    and bool(context.get("enforce_ollama_first"))
+                    and bool(provider_order)
+                    and provider_order[0].startswith("ollama")
+                )
+                if (
+                    cached_provider == "ollama"
+                    and any(provider.startswith("ollama") for provider in provider_order)
+                ):
+                    provider_allowed = True
+                if ollama_first_required and not cached_provider.startswith("ollama"):
+                    provider_allowed = False
+                if not provider_allowed:
+                    logger.info(
+                        "ai_router_cache_provider_mismatch_skip",
+                        cache_key=cache_key[:30],
+                        cached_provider=cached_provider,
+                        provider_order=provider_order,
+                        ollama_first_required=ollama_first_required,
+                    )
+                    raise ValueError("cached provider not allowed by current provider_order")
                 logger.info("ai_router_cache_hit", cache_key=cache_key[:30])
                 return AIResult(
                     raw_response=data.get("response", ""),
                     success=True,
-                    provider=data.get("provider", "cache"),
+                    provider=cached_provider,
                     from_cache=True,
                 )
         except Exception as e:
@@ -1107,6 +1140,10 @@ class AIRouterExecutor:
             _lf_trace_ctx = None
 
         errors: list[str] = []
+        attempted_providers: set[str] = set()
+        alert_requires_ollama_before_cloud = bool(
+            (context or {}).get("alert_requires_ollama_before_cloud")
+        )
 
         # 2026-04-27 Claude Sonnet 4.6: A2 INC-20260425 — DIAGNOSE fallback metric 追蹤
         # 透過 context.get("intent_hint") 判斷是否為 DIAGNOSE，避免改動 execute() 簽名
@@ -1156,13 +1193,31 @@ class AIRouterExecutor:
                 errors.append(f"{provider_name}: privacy_skip(non_local)")
                 continue
 
+            if alert_requires_ollama_before_cloud and provider.privacy_level == "cloud":
+                if "ollama_local" not in attempted_providers:
+                    errors.append(f"{provider_name}: blocked_until_ollama_local_attempted")
+                    logger.warning(
+                        "ai_router_cloud_blocked_until_ollama_local_attempted",
+                        provider=provider_name,
+                        provider_order=provider_order,
+                        attempted_providers=sorted(attempted_providers),
+                    )
+                    continue
+
             # 閘門 1: Circuit Breaker (per-provider, C2 修復)
             cb = self._get_circuit_breaker(provider_name)
             if cb.is_open():
-                errors.append(f"{provider_name}: circuit_open")
-                logger.warning("ai_router_circuit_open", provider=provider_name)
-                # 2026-04-27 Claude Sonnet 4.6: F6 — circuit_open 不設 _last_attempted_provider（未嘗試）
-                continue
+                if alert_requires_ollama_before_cloud and provider_name.startswith("ollama"):
+                    logger.warning(
+                        "ai_router_alert_ollama_circuit_bypassed",
+                        provider=provider_name,
+                        reason="alert_requires_ollama_before_cloud",
+                    )
+                else:
+                    errors.append(f"{provider_name}: circuit_open")
+                    logger.warning("ai_router_circuit_open", provider=provider_name)
+                    # 2026-04-27 Claude Sonnet 4.6: F6 — circuit_open 不設 _last_attempted_provider（未嘗試）
+                    continue
 
             # 閘門 2: Rate Limiter
             # 2026-04-02 Claude Code: Phase 24 B3 + C1 修復 — Rate Limiter (含 openclaw_nemo)
@@ -1182,6 +1237,7 @@ class AIRouterExecutor:
             sem = self._get_semaphore(provider_name)
             async with sem:
                 try:
+                    attempted_providers.add(provider_name)
                     result = await provider.analyze(prompt, context)
 
                     if result.success:
@@ -1306,7 +1362,7 @@ def _init_registry() -> AIProviderRegistry:
     """初始化 Provider Registry (首次呼叫時自動註冊所有 Provider)"""
     from src.services.ai_providers.ollama import (
         OllamaProvider,
-        Ollama188Provider,
+        OllamaLocalProvider,
         OllamaGcpBProvider,  # 2026-05-04 ADR-110 GCP-B
     )
     from src.services.ai_providers.gemini import GeminiProvider
@@ -1327,8 +1383,9 @@ def _init_registry() -> AIProviderRegistry:
     from src.services.ai_providers.nemotron import NemotronProvider
     registry.register(NemotronProvider())
 
-    # 2026-04-26 Wave5 B1-fix by Claude Engineer-A4 — 補登 OLLAMA_188 備援 provider
-    ollama_local = Ollama188Provider()
+    # 2026-05-06 Codex: 188 不再作為 Ollama provider。
+    # Local fallback 統一命名為 ollama_local，端點由 OLLAMA_FALLBACK_URL 指向 111/110 proxy。
+    ollama_local = OllamaLocalProvider()
     registry.register(ollama_local)
 
     # 2026-05-04 ogt + Claude Sonnet 4.6: ADR-110 GCP 三層容災修復
@@ -1337,7 +1394,7 @@ def _init_registry() -> AIProviderRegistry:
     # 修復：
     #   "ollama_gcp_a" alias → 同 OllamaProvider（OLLAMA_URL = GCP-A）
     #   "ollama_gcp_b" → 新 OllamaGcpBProvider（OLLAMA_SECONDARY_URL = GCP-B）
-    #   "ollama_local" alias → 同 Ollama188Provider（OLLAMA_FALLBACK_URL = 111）
+    #   "ollama_local" → OllamaLocalProvider（OLLAMA_FALLBACK_URL = 111 / 110:11437）
     registry._providers["ollama_gcp_a"] = ollama_gcp_a
     registry.register(OllamaGcpBProvider())
     registry._providers["ollama_local"] = ollama_local

apps/api/src/services/ai_slo_calculator.py

@@ -28,7 +28,7 @@ from datetime import timedelta
 import structlog
 from sqlalchemy import func, select, text
 
-from src.db.base import get_session_factory
+from src.db.base import get_db_context
 from src.db.models import AiGovernanceEvent, AutoRepairExecution, ApprovalRecord
 from src.utils.timezone import now_taipei
 
@@ -127,7 +127,7 @@ class AiSloCalculator:
         try:
             since = now_taipei() - timedelta(days=SLO_WINDOW_DAYS)
 
-            async with get_session_factory()() as session:
+            async with get_db_context() as session:
                 slo1 = await self._calc_auto_success_rate(session, since)
                 slo2 = await self._calc_human_override_rate(session, since)
                 slo3 = await self._calc_false_neg_rate(session, since)
@@ -210,7 +210,7 @@ class AiSloCalculator:
         只在 any_violated=True 時呼叫。不管舊違反是否解決。
         """
         try:
-            async with get_session_factory()() as session:
+            async with get_db_context() as session:
                 event = AiGovernanceEvent(
                     event_type="slo_violation",
                     details=report.to_dict(),

apps/api/src/services/alert_approval_guard.py

@@ -0,0 +1,151 @@
+"""Alert approval guardrails for AI-generated remediation actions.
+
+This service runs before an Alertmanager-derived action becomes an
+ApprovalRecord. It prevents a known failure mode: an LLM invents a kubectl
+target that does not belong to the current alert domain, then the approval
+pipeline faithfully executes or displays that bad command.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+
+import structlog
+
+from src.services.action_parser import ActionKind, parse_kubectl_action
+
+logger = structlog.get_logger(__name__)
+
+_ALLOWED_K8S_NAMESPACES = frozenset({"awoooi-prod", "observability", "signoz", "langfuse"})
+
+
+@dataclass(frozen=True)
+class ApprovalActionGuardResult:
+    """Guarded action payload returned to approval creation."""
+
+    action: str
+    blocked: bool = False
+    reason: str | None = None
+    metadata: dict[str, object] = field(default_factory=dict)
+
+
+async def guard_alert_approval_action(
+    *,
+    action: str,
+    alert_namespace: str | None,
+    alertname: str,
+    alert_category: str,
+) -> ApprovalActionGuardResult:
+    """Validate an AI/rule action before it is persisted as an approval.
+
+    Non-kubectl actions are intentionally left to their domain-specific gates.
+    Kubectl actions must satisfy the structured parser and must not jump to an
+    unrelated namespace such as ``default`` or ``production`` when the alert
+    came from AWOOOI's production namespace.
+    """
+
+    raw_action = (action or "").strip()
+    if not raw_action.lower().startswith("kubectl"):
+        return ApprovalActionGuardResult(action=action)
+
+    parsed = parse_kubectl_action(raw_action)
+    if not parsed.ok:
+        return _blocked(raw_action, f"invalid_kubectl:{parsed.reason}", alertname)
+
+    requested_namespace = parsed.namespace
+    expected_namespace = (alert_namespace or "awoooi-prod").strip() or "awoooi-prod"
+    if requested_namespace and requested_namespace not in _ALLOWED_K8S_NAMESPACES:
+        return _blocked(
+            raw_action,
+            f"namespace_not_allowed:{requested_namespace}",
+            alertname,
+            expected_namespace=expected_namespace,
+        )
+
+    if (
+        requested_namespace
+        and expected_namespace in _ALLOWED_K8S_NAMESPACES
+        and requested_namespace != expected_namespace
+        and requested_namespace != "observability"
+    ):
+        return _blocked(
+            raw_action,
+            f"namespace_mismatch:{requested_namespace}!={expected_namespace}",
+            alertname,
+            expected_namespace=expected_namespace,
+        )
+
+    # Read-only commands are safe enough to display once the namespace is sane.
+    # Mutating commands still need resource existence checks to avoid executing
+    # hallucinated deployments like "flywheelexecutionratemissing".
+    if parsed.kind == ActionKind.READONLY and parsed.verb in {"get", "version"}:
+        return ApprovalActionGuardResult(action=action)
+
+    if parsed.resource_name and parsed.resource_type in {
+        "deployment",
+        "statefulset",
+        "daemonset",
+        "pod",
+        "service",
+    }:
+        try:
+            from src.services.resource_resolver import get_resource_resolver
+
+            resolver = get_resource_resolver()
+            resolved = await resolver.resolve(
+                raw_resource=parsed.resource_name,
+                namespace=requested_namespace or expected_namespace,
+                resource_kind=parsed.resource_type,
+            )
+            if not resolved.success:
+                return _blocked(
+                    raw_action,
+                    f"k8s_resource_not_found:{parsed.resource_type}/{parsed.resource_name}",
+                    alertname,
+                    expected_namespace=expected_namespace,
+                    candidates=resolved.candidates,
+                )
+        except Exception as exc:
+            logger.warning(
+                "approval_action_resource_guard_unavailable",
+                alertname=alertname,
+                alert_category=alert_category,
+                action=raw_action[:160],
+                error=str(exc),
+            )
+            return ApprovalActionGuardResult(
+                action=action,
+                metadata={"action_guard_warning": "resource_guard_unavailable"},
+            )
+
+    return ApprovalActionGuardResult(action=action)
+
+
+def _blocked(
+    raw_action: str,
+    reason: str,
+    alertname: str,
+    *,
+    expected_namespace: str | None = None,
+    candidates: list[str] | None = None,
+) -> ApprovalActionGuardResult:
+    logger.warning(
+        "approval_action_blocked_before_persist",
+        alertname=alertname,
+        reason=reason,
+        action=raw_action[:160],
+        expected_namespace=expected_namespace,
+        candidates=candidates or [],
+    )
+    return ApprovalActionGuardResult(
+        action=f"NO_ACTION - INVALID_TARGET: {reason}; original={raw_action[:180]}",
+        blocked=True,
+        reason=reason,
+        metadata={
+            "action_guard": "blocked_before_persist",
+            "blocked_action": raw_action[:300],
+            "blocked_reason": reason,
+            "expected_namespace": expected_namespace,
+            "candidates": candidates or [],
+        },
+    )

apps/api/src/services/alert_grouping_service.py

@@ -36,6 +36,17 @@ if TYPE_CHECKING:
 logger = structlog.get_logger(__name__)
 
 
+def _decode_redis_member(value: object, fallback: str) -> str:
+    """Redis client 可能回 bytes 或 str；統一成 str 供 DB / log 使用。"""
+    if isinstance(value, bytes):
+        return value.decode("utf-8", errors="replace")
+    if isinstance(value, str):
+        return value
+    if value is None:
+        return fallback
+    return str(value)
+
+
 # =============================================================================
 # Data Types
 # =============================================================================
@@ -83,8 +94,9 @@ class AlertGroupingService:
     # 5 分鐘滑動視窗
     WINDOW_SECONDS: int = 300
 
-    # 觸發聚合的閾值（同一分組 5 分鐘內超過此數量才聚合）
-    GROUP_THRESHOLD: int = 3
+    # 觸發聚合的閾值：保留第一張主卡，第二個同組告警開始收斂。
+    # 2026-05-07 Codex — Telegram 群組噪音治理：舊值 3 會讓前兩張同類告警仍進 AI/Telegram。
+    GROUP_THRESHOLD: int = 2
 
     # Redis Key 前綴
     PREFIX_WINDOW = "alert_group:window:"
@@ -188,7 +200,10 @@ class AlertGroupingService:
 
         count = results[2]
         first_members = results[3]
-        parent_fingerprint = first_members[0] if first_members else fingerprint
+        parent_fingerprint = _decode_redis_member(
+            first_members[0] if first_members else None,
+            fallback=fingerprint,
+        )
 
         # 是否為父告警（第一個）
         is_parent = parent_fingerprint == fingerprint or count == 1

apps/api/src/services/approval_execution.py

@@ -25,14 +25,19 @@ Approval Execution Service - Phase 16 R4.2 瘦身 Router 抽取
 
 import asyncio
 import time
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, Any
+from uuid import UUID
 
 import structlog
 
 from src.core.config import settings
+from src.core.redis_client import get_redis
+from src.db.base import get_db_context
 from src.models.approval import ApprovalRequest
+from src.plugins.mcp.gateway import GatewayContext, McpGateway, McpGatewayError
+from src.plugins.mcp.interfaces import MCPToolResult
 from src.services.approval_db import get_approval_service, get_timeline_service
-from src.services.executor import OperationType, get_executor
+from src.services.executor import ExecutionResult, OperationType, get_executor
 from src.services.operation_parser import parse_operation_from_action
 
 if TYPE_CHECKING:
@@ -45,6 +50,23 @@ logger = structlog.get_logger(__name__)
 # 上限 60s 涵蓋 verifier warmup(10s) + collect(30s) + 緩衝 20s.
 _VERIFIER_AWAIT_TIMEOUT_SEC = 60.0
 
+# T9: approved SSH execution must go through AwoooP MCP Gateway.
+# ApprovalRequest itself is the human/multi-sig decision artifact; for write/admin
+# tools we project it into the short-lived Gate 5 Redis key expected by Gateway.
+_SSH_GATEWAY_AGENT_ID = "approval_executor"
+_SSH_GATEWAY_PROJECT_ID = "awoooi"
+_SSH_GATEWAY_APPROVAL_TTL_SECONDS = 600
+_SSH_GATEWAY_TOOL_SCOPES: dict[str, str] = {
+    "ssh_diagnose": "read",
+    "ssh_docker_restart": "write",
+    "ssh_docker_compose_restart": "write",
+    "ssh_systemctl_restart": "write",
+    "ssh_clear_docker_logs": "write",
+    "ssh_renew_ssl": "write",
+    "ssh_reload_nginx": "write",
+    "ssh_docker_prune": "admin",
+}
+
 
 class ApprovalExecutionService:
     """
@@ -222,6 +244,7 @@ class ApprovalExecutionService:
                     approval_id=str(approval.id),
                     action=approval.action,
                     reason="NO_ACTION - 純調查/觀察類,不執行破壞動作",
+                    path="no_action",
                 )
                 # 標為 SUCCESS (觀察/調查本身就是成功完成)
                 await service.update_execution_status(approval.id, success=True)
@@ -248,6 +271,29 @@ class ApprovalExecutionService:
                     duration_ms=int((time.time() - _aol_started_ms) * 1000),
                     output={"reason": "NO_ACTION", "action": approval.action[:200]},
                 )
+                # F2 (2026-05-07 ogt + Claude Sonnet 4.6 + Codex):
+                # NO_ACTION 路徑要把 incident 推到 RESOLVED，否則 incident 永遠卡
+                # INVESTIGATING（FlywheelExecutionRateMissing 死告警 + 566 stuck 增長根因 #1）。
+                # resolve_incident 內已加 RESOLVED 冪等 guard，重複 resolve 會 idempotent
+                # return existing incident 不會重觸發 postmortem。
+                if approval.incident_id:
+                    try:
+                        from src.services.incident_service import get_incident_service
+
+                        await get_incident_service().resolve_incident(approval.incident_id)
+                        logger.info(
+                            "incident_resolved_after_no_action_execution",
+                            incident_id=approval.incident_id,
+                            approval_id=str(approval.id),
+                            path="no_action",
+                        )
+                    except Exception as _resolve_e:
+                        logger.warning(
+                            "incident_resolve_after_no_action_execution_failed",
+                            incident_id=approval.incident_id,
+                            approval_id=str(approval.id),
+                            error=str(_resolve_e),
+                        )
                 return True  # NO_ACTION 視為成功完成
 
             # 真解析失敗 (非 NO_ACTION)
@@ -614,7 +660,7 @@ class ApprovalExecutionService:
         self,
         approval: ApprovalRequest,
         host: str,
-    ) -> "ExecutionResult":
+    ) -> ExecutionResult:
         """
         執行 SSH 主機 action（手動批准路徑專用）
 
@@ -629,8 +675,6 @@ class ApprovalExecutionService:
         - "ps aux" / "df -h" / "free -h" / "top" / "uptime" / 'echo' / 'ls -lah' → ssh_diagnose
         - 其他：回傳失敗，提示 LLM 改寫 action
         """
-        from src.services.executor import ExecutionResult
-
         start = time.time()
         action = approval.action or ""
         action_lower = action.lower().strip()
@@ -684,11 +728,20 @@ class ApprovalExecutionService:
                 error=err,
             )
 
-        # 呼叫 SSH MCP Provider
-        from src.plugins.mcp.providers.ssh_provider import SSHProvider
-        provider = SSHProvider()
         try:
-            mcp_result = await provider.execute(tool_name=tool_name, parameters=params)
+            logger.warning(
+                "mcp_gateway_approved_ssh_execution_path",
+                approval_id=str(approval.id),
+                incident_id=approval.incident_id,
+                tool=tool_name,
+                host=host,
+                agent_id=_SSH_GATEWAY_AGENT_ID,
+            )
+            mcp_result = await self._execute_ssh_tool_via_gateway(
+                approval=approval,
+                tool_name=tool_name,
+                params=params,
+            )
             duration_ms = int((time.time() - start) * 1000)
             success = bool(mcp_result.success)
             return ExecutionResult(
@@ -719,6 +772,75 @@ class ApprovalExecutionService:
                 error=str(e),
             )
 
+    async def _execute_ssh_tool_via_gateway(
+        self,
+        approval: ApprovalRequest,
+        tool_name: str,
+        params: dict[str, Any],
+    ) -> MCPToolResult:
+        required_scope = _SSH_GATEWAY_TOOL_SCOPES.get(tool_name, "read")
+        run_id = approval.id if isinstance(approval.id, UUID) else UUID(str(approval.id))
+
+        if required_scope != "read":
+            approval_key = (
+                f"mcp_approval:{_SSH_GATEWAY_PROJECT_ID}:{_SSH_GATEWAY_AGENT_ID}:"
+                f"{tool_name}:{run_id}"
+            )
+            try:
+                redis = get_redis()
+                await redis.set(
+                    approval_key,
+                    "approved",
+                    ex=_SSH_GATEWAY_APPROVAL_TTL_SECONDS,
+                )
+            except Exception as exc:
+                logger.warning(
+                    "mcp_gateway_approval_projection_failed",
+                    approval_id=str(approval.id),
+                    tool=tool_name,
+                    approval_key=approval_key,
+                    error=str(exc),
+                )
+
+        params_with_audit = {
+            **params,
+            "_mcp_audit": {
+                "session_id": f"approval:{approval.id}",
+                "incident_id": approval.incident_id,
+                "agent_role": _SSH_GATEWAY_AGENT_ID,
+                "flywheel_node": "execute",
+                "approval_id": str(approval.id),
+            },
+        }
+        async with get_db_context(_SSH_GATEWAY_PROJECT_ID) as db:
+            ctx = GatewayContext(
+                project_id=_SSH_GATEWAY_PROJECT_ID,
+                agent_id=_SSH_GATEWAY_AGENT_ID,
+                tool_name=tool_name,
+                run_id=run_id,
+                trace_id=approval.incident_id or str(approval.id),
+                is_shadow=False,
+                environment={"env": "prod"},
+                required_scope=required_scope,
+            )
+            try:
+                return await McpGateway(db).call(ctx, params_with_audit)
+            except McpGatewayError as exc:
+                logger.warning(
+                    "mcp_gateway_approved_ssh_blocked",
+                    approval_id=str(approval.id),
+                    incident_id=approval.incident_id,
+                    tool=tool_name,
+                    gate=exc.gate,
+                    error_code=exc.error_code,
+                    error=str(exc),
+                )
+                return MCPToolResult(
+                    success=False,
+                    execution_id=f"blocked:{tool_name}:{run_id}",
+                    error=f"{exc.error_code}: {exc}",
+                )
+
     async def _push_execution_result_to_alert(
         self,
         approval: ApprovalRequest,
@@ -736,7 +858,7 @@ class ApprovalExecutionService:
         """
         try:
             # 自動執行路徑 skip（避免與 _push_auto_repair_result 重複發訊息）
-            if (approval.requested_by or "").lower() == "auto_approve":
+            if self._is_auto_approved_request(approval):
                 return
 
             if not approval.incident_id:
@@ -812,9 +934,9 @@ class ApprovalExecutionService:
                     f"{km_info}"
                 )
 
-            await gateway._http_client.post(
-                f"https://api.telegram.org/bot{settings.OPENCLAW_TG_BOT_TOKEN}/sendMessage",
-                json={
+            await gateway._send_request(
+                "sendMessage",
+                {
                     "chat_id": target_chat_id,
                     "text": text,
                     "parse_mode": "HTML",
@@ -984,6 +1106,186 @@ class ApprovalExecutionService:
                 error=str(_e),
             )
 
+    @staticmethod
+    def _is_auto_approved_request(approval: "ApprovalRequest") -> bool:
+        requested_by = (getattr(approval, "requested_by", "") or "").lower()
+        return requested_by.startswith("auto_approve")
+
+    @staticmethod
+    def _is_observation_only_action(action: str | None) -> bool:
+        action_upper = (action or "").strip().upper()
+        return (
+            not action_upper
+            or "NO_ACTION" in action_upper
+            or "NO-ACTION" in action_upper
+            or "NOACTION" in action_upper
+            or action_upper.startswith("OBSERVE")
+            or action_upper.startswith("INVESTIGATE")
+        )
+
+    @staticmethod
+    def _approval_risk_value(approval: "ApprovalRequest") -> str | None:
+        risk_level = getattr(approval, "risk_level", None)
+        if risk_level is None:
+            return None
+        return getattr(risk_level, "value", str(risk_level))
+
+    async def finalize_auto_approved_execution(
+        self,
+        approval: "ApprovalRequest",
+        *,
+        success: bool,
+        error_message: str | None = None,
+    ) -> None:
+        """
+        補齊「自動批准已執行」路徑的 incident-linked 證據鏈。
+
+        CS2/CS3 webhook 路徑為了快速執行，會先呼叫 execute_approved_action()，
+        再建立 Incident。executor 當下沒有 incident_id，導致 verifier/KM/
+        auto_repair_executions 都無法串回同一張告警卡。此方法只在 incident
+        建立後補上 durable trace，不重新執行 action。
+        """
+        if not self._is_auto_approved_request(approval):
+            return
+
+        incident_id = getattr(approval, "incident_id", None)
+        if not incident_id:
+            logger.warning(
+                "auto_approved_execution_finalize_skipped_no_incident",
+                approval_id=str(getattr(approval, "id", "")),
+                requested_by=getattr(approval, "requested_by", None),
+            )
+            return
+
+        if self._is_observation_only_action(getattr(approval, "action", None)):
+            logger.info(
+                "auto_approved_execution_finalize_skipped_observation_only",
+                approval_id=str(approval.id),
+                incident_id=incident_id,
+                action=(approval.action or "")[:120],
+            )
+            return
+
+        parsed = parse_operation_from_action(approval.action)
+        operation_type = parsed.operation_type
+        resource_name = parsed.resource_name or "unknown"
+        namespace = parsed.namespace or "default"
+
+        playbook_id = str(getattr(approval, "matched_playbook_id", None) or approval.id)[:36]
+        operation_label = operation_type.value if operation_type else "unknown"
+        playbook_name = f"approval_auto_execute:{operation_label}:{resource_name}"[:200]
+        triggered_by = (getattr(approval, "requested_by", None) or "auto_approve")[:50]
+        action_taken = f"auto_repair_playbook:{playbook_id}:{operation_label}:{resource_name}"
+        if not success:
+            action_taken = f"{action_taken}:FAILED"
+            error_message = error_message or "auto-approved executor returned failure; see approval/aol logs"
+
+        try:
+            from src.repositories.audit_log_repository import get_auto_repair_execution_repository
+
+            repo = get_auto_repair_execution_repository()
+            existing = await repo.list_by_incident(incident_id)
+            already_recorded = any(
+                str(getattr(row, "playbook_id", "")) == playbook_id
+                and getattr(row, "triggered_by", "") == triggered_by
+                and (approval.action or "") in list(getattr(row, "executed_steps", []) or [])
+                for row in existing
+            )
+            if not already_recorded:
+                await repo.create(
+                    incident_id=incident_id,
+                    playbook_id=playbook_id,
+                    playbook_name=playbook_name,
+                    success=success,
+                    executed_steps=[approval.action],
+                    error_message=error_message,
+                    triggered_by=triggered_by,
+                    risk_level=self._approval_risk_value(approval),
+                )
+            else:
+                logger.info(
+                    "auto_approved_execution_record_already_exists",
+                    approval_id=str(approval.id),
+                    incident_id=incident_id,
+                    playbook_id=playbook_id,
+                )
+        except Exception as exc:
+            logger.warning(
+                "auto_approved_execution_record_failed",
+                approval_id=str(approval.id),
+                incident_id=incident_id,
+                error=str(exc),
+            )
+
+        try:
+            timeline = get_timeline_service()
+            await timeline.add_event(
+                event_type="exec",
+                status="success" if success else "error",
+                title=f"{'✅' if success else '❌'} 自動批准執行已補鏈: {operation_label}",
+                description=(
+                    f"Target: {resource_name} @ {namespace}; "
+                    f"source={triggered_by}; action={approval.action[:160]}"
+                ),
+                actor="leWOOOgo",
+                actor_role="executor",
+                approval_id=str(approval.id),
+                incident_id=incident_id,
+            )
+        except Exception as exc:
+            logger.warning(
+                "auto_approved_execution_timeline_failed",
+                approval_id=str(approval.id),
+                incident_id=incident_id,
+                error=str(exc),
+            )
+
+        try:
+            await self.write_execution_result_to_km(approval, success, error_message)
+        except Exception as exc:
+            logger.warning(
+                "auto_approved_execution_km_failed",
+                approval_id=str(approval.id),
+                incident_id=incident_id,
+                error=str(exc),
+            )
+
+        from src.core.feature_flags import aiops_flags
+        if aiops_flags.is_sub_flag_enabled("AIOPS_P1_POST_EXECUTION_VERIFIER"):
+            try:
+                await asyncio.wait_for(
+                    self._run_post_execution_verify(
+                        approval=approval,
+                        action_taken=action_taken,
+                    ),
+                    timeout=_VERIFIER_AWAIT_TIMEOUT_SEC,
+                )
+            except asyncio.TimeoutError:
+                logger.warning(
+                    "auto_approved_execution_post_verify_timeout",
+                    approval_id=str(approval.id),
+                    incident_id=incident_id,
+                    timeout_sec=_VERIFIER_AWAIT_TIMEOUT_SEC,
+                )
+
+        if success:
+            try:
+                from src.services.incident_service import get_incident_service
+
+                await get_incident_service().resolve_incident(incident_id)
+                logger.info(
+                    "incident_resolved_after_auto_approved_execution_finalize",
+                    incident_id=incident_id,
+                    approval_id=str(approval.id),
+                )
+            except Exception as exc:
+                logger.warning(
+                    "incident_resolve_after_auto_approved_execution_finalize_failed",
+                    incident_id=incident_id,
+                    approval_id=str(approval.id),
+                    error=str(exc),
+                )
+
     async def write_execution_result_to_km(
         self,
         approval: "ApprovalRequest",
@@ -1002,7 +1304,7 @@ class ApprovalExecutionService:
         from src.services.km_writer import KMWritePayload, km_write_with_flag
 
         # 來源辨識（B.1 精修）
-        _is_auto = (approval.requested_by or "").lower() == "auto_approve"
+        _is_auto = self._is_auto_approved_request(approval)
         _mode_prefix = "[自動修復]" if _is_auto else "[人工修復]"
         _mode_tag = "auto_executed" if _is_auto else "human_approved"
 

apps/api/src/services/auto_repair_service.py

@@ -22,9 +22,10 @@ Phase 8: 自動化層實作
 - P0/P1 嚴重度 Incident 需要人工確認
 """
 
-from dataclasses import dataclass
 from collections.abc import Callable
-from typing import Protocol
+from dataclasses import dataclass
+import re
+from typing import Any, Protocol
 
 import structlog
 
@@ -81,6 +82,55 @@ class AutoRepairResult:
     execution_time_ms: int = 0
 
 
+@dataclass(frozen=True)
+class _SshMcpRoute:
+    """Route a legacy SSH playbook command to a governed MCP tool."""
+
+    tool_name: str
+    params: dict[str, Any]
+
+
+_SHORT_HOST_MAP: dict[str, str] = {
+    "110": "192.168.0.110",
+    "120": "192.168.0.120",
+    "121": "192.168.0.121",
+    "188": "192.168.0.188",
+}
+
+_SSH_DIAGNOSTIC_KEYWORDS = (
+    "ps aux",
+    "docker stats",
+    "docker inspect",
+    "docker logs",
+    "docker ps",
+    "docker top",
+    "df -h",
+    "du -",
+    "free -h",
+    "journalctl",
+    "systemctl show",
+    "tail ",
+    "top ",
+    "uptime",
+)
+
+_SSH_WRITE_KEYWORDS = (
+    "docker restart",
+    "docker start",
+    "docker stop",
+    "docker rm",
+    "docker prune",
+    "systemctl restart",
+    "systemctl stop",
+    "systemctl start",
+    "truncate ",
+    " rm ",
+    "rm -",
+    "certbot renew",
+    "bash ",
+)
+
+
 # =============================================================================
 # Auto Repair Service Interface
 # =============================================================================
@@ -108,6 +158,7 @@ class IAutoRepairService(Protocol):
         self,
         incident: Incident,
         playbook: Playbook,
+        run_post_verification: bool = True,
     ) -> AutoRepairResult:
         """
         執行自動修復
@@ -320,7 +371,16 @@ class AutoRepairService:
             )
 
         # 4. 檢查最佳匹配
-        best_match = recommendations[0]
+        best_match = self._select_best_recommendation(recommendations, symptoms)
+        if best_match is not recommendations[0]:
+            logger.warning(
+                "auto_repair_exact_match_prioritized",
+                incident_id=incident.incident_id,
+                selected_playbook_id=best_match.playbook.playbook_id,
+                original_playbook_id=recommendations[0].playbook.playbook_id,
+                selected_similarity=best_match.similarity_score,
+                original_similarity=recommendations[0].similarity_score,
+            )
 
         # 2026-04-07 Claude Code: 統帥指令「直接全部跳成自動修復」
         # 移除: 相似度門檻、is_high_quality 門檻、冷啟動機制、風險等級門檻
@@ -378,6 +438,7 @@ class AutoRepairService:
         playbook: Playbook,
         is_cold_start: bool = False,
         similarity_score: float | None = None,
+        run_post_verification: bool = True,
     ) -> AutoRepairResult:
         """
         執行自動修復
@@ -414,6 +475,8 @@ class AutoRepairService:
                 executed_steps.append(
                     f"Step {step.step_number}: {step.command[:50]}... -> {step_result}"
                 )
+                if self._is_step_failure_result(step_result):
+                    raise RuntimeError(f"Step {step.step_number} failed: {step_result}")
 
             # 更新 Playbook 統計
             await self._playbook_service.record_execution(
@@ -457,6 +520,8 @@ class AutoRepairService:
             except Exception as _db_e:
                 logger.error("auto_repair_db_write_failed", error=str(_db_e))
 
+            self._record_auto_repair_metric(playbook, success=True)
+
             # 2026-04-07 Claude Code: Sprint 4 B1/B2 — 記錄處置類型
             # P0-1 Fix: 統一使用 AnomalyCounter.hash_signature()
             try:
@@ -577,10 +642,17 @@ class AutoRepairService:
                             error=str(_inner_e),
                         )
 
-                _vl_task = _asyncio.create_task(_verify_and_learn())
-                if hasattr(self, "_pending_tasks"):
-                    self._pending_tasks.add(_vl_task)
-                    _vl_task.add_done_callback(self._pending_tasks.discard)
+                if run_post_verification:
+                    _vl_task = _asyncio.create_task(_verify_and_learn())
+                    if hasattr(self, "_pending_tasks"):
+                        self._pending_tasks.add(_vl_task)
+                        _vl_task.add_done_callback(self._pending_tasks.discard)
+                else:
+                    logger.info(
+                        "auto_repair_service_post_verify_delegated",
+                        incident_id=incident.incident_id,
+                        playbook_id=playbook.playbook_id,
+                    )
             except Exception as _vl_e:
                 logger.warning("auto_repair_verifier_setup_failed", error=str(_vl_e))
 
@@ -630,6 +702,8 @@ class AutoRepairService:
             except Exception as _db_e:
                 logger.error("auto_repair_db_write_failed", error=str(_db_e))
 
+            self._record_auto_repair_metric(playbook, success=False)
+
             # 2026-04-04 Claude Code: Phase 25 P1 — 失敗修復後 fire-and-forget 生成 ANTI_PATTERN
             # 2026-04-05 Claude Code: I1 修正 — 補齊 _pending_tasks GC 防護（對稱化）
             try:
@@ -684,6 +758,44 @@ class AutoRepairService:
             keywords=keywords[:10],
         )
 
+    def _select_best_recommendation(
+        self,
+        recommendations,
+        symptoms: SymptomPattern,
+    ):
+        """Prefer deterministic alert/service matches over fuzzy similarity only.
+
+        A higher fuzzy score must not outrank a playbook that explicitly names the
+        firing alert or affected service. Live-fire T16 proved that this can route
+        a safe K8s canary into an unrelated host diagnostic playbook.
+        """
+
+        symptom_alerts = {str(name) for name in (symptoms.alert_names or []) if name}
+        symptom_services = {
+            str(service) for service in (symptoms.affected_services or []) if service
+        }
+
+        def _priority(recommendation) -> tuple[int, int, float]:
+            pattern = recommendation.playbook.symptom_pattern
+            playbook_alerts = {
+                str(name) for name in (pattern.alert_names or []) if name
+            }
+            playbook_services = {
+                str(service) for service in (pattern.affected_services or []) if service
+            }
+            alert_exact = int(bool(symptom_alerts & playbook_alerts))
+            service_exact = int(bool(symptom_services & playbook_services))
+            return (alert_exact, service_exact, float(recommendation.similarity_score or 0.0))
+
+        return max(recommendations, key=_priority)
+
+    @staticmethod
+    def _is_step_failure_result(step_result: str) -> bool:
+        """Treat executor-declared failures as failed auto-repair executions."""
+
+        normalized = (step_result or "").strip().upper()
+        return normalized.startswith("FAILED:") or normalized == "UNKNOWN_ACTION_TYPE"
+
     def _get_max_risk_level(self, playbook: Playbook) -> RiskLevel:
         """取得 Playbook 中最高的風險等級"""
         risk_order = {
@@ -700,6 +812,35 @@ class AutoRepairService:
 
         return max_risk
 
+    def _record_auto_repair_metric(self, playbook: Playbook, success: bool) -> None:
+        """把實際 auto-repair 執行寫入 Prometheus 指標。
+
+        2026-05-06 ogt + Codex：DB 已有 auto_repair_executions，但
+        core.metrics.record_auto_repair() 長期零 caller，導致治理/心跳用
+        Prometheus 看起來像「飛輪沒做事」。label 使用 action_type，避免
+        playbook_id 造成高基數。
+        """
+        try:
+            from src.core.metrics import record_auto_repair
+
+            first_step = playbook.repair_steps[0] if playbook.repair_steps else None
+            action = first_step.action_type.value if first_step else "unknown"
+            max_risk = self._get_max_risk_level(playbook)
+            tier = {
+                RiskLevel.LOW: 1,
+                RiskLevel.MEDIUM: 2,
+                RiskLevel.HIGH: 3,
+                RiskLevel.CRITICAL: 4,
+            }.get(max_risk, 0)
+            record_auto_repair(action=action, tier=tier, success=success)
+        except Exception as e:
+            logger.warning(
+                "auto_repair_metric_record_failed",
+                playbook_id=playbook.playbook_id,
+                success=success,
+                error=str(e),
+            )
+
     def _is_host_or_backup_incident(self, incident: Incident) -> bool:
         """主機/備份類事件只能走 SSH/只讀診斷，不允許 K8s rollout 類修復。"""
 
@@ -827,6 +968,175 @@ class AutoRepairService:
             # 安全降級：檢查失敗 → 保守拒絕
             return False
 
+    def _route_legacy_ssh_command_to_mcp(
+        self,
+        incident: Incident,
+        command: str,
+    ) -> _SshMcpRoute | None:
+        """Map read-only legacy ``ssh {host} '...'`` steps to MCP Gateway.
+
+        YAML_RULE playbooks predate the URI executor and can contain compound
+        shell diagnostics.  Those commands should not bypass the newer
+        scheme-based HostRepairAgent or loosen its shell safety guard; read-only
+        diagnostics are instead routed to the governed SSH MCP provider.
+        """
+
+        raw_command = (command or "").strip()
+        lowered = raw_command.lower()
+        if not lowered.startswith("ssh "):
+            return None
+
+        if any(token in lowered for token in _SSH_WRITE_KEYWORDS):
+            return None
+
+        if not any(token in lowered for token in _SSH_DIAGNOSTIC_KEYWORDS):
+            return None
+
+        host = self._resolve_ssh_host_for_incident(incident, raw_command)
+        if not host:
+            return None
+
+        params: dict[str, Any] = {"host": host}
+        container_name = self._resolve_container_name_for_incident(incident, raw_command)
+        if container_name:
+            params["container_name"] = container_name
+
+        return _SshMcpRoute(tool_name="ssh_diagnose", params=params)
+
+    def preview_read_only_ssh_mcp_route(
+        self,
+        incident: Incident,
+        command: str,
+    ) -> dict[str, Any] | None:
+        """Preview whether a legacy SSH diagnostic can use the MCP Gateway.
+
+        This is used by remediation dry-runs to prove the supported executor
+        path without running the original PlayBook step or writing an execution
+        result.
+        """
+
+        route = self._route_legacy_ssh_command_to_mcp(incident, command)
+        if route is None:
+            return None
+        return {
+            "tool_name": route.tool_name,
+            "params": route.params,
+            "agent_id": "auto_repair_executor",
+            "required_scope": "read",
+            "flywheel_node": "execute",
+        }
+
+    def _resolve_ssh_host_for_incident(self, incident: Incident, command: str) -> str:
+        """Resolve ``{host}``, short host labels, and exporter instance ports."""
+
+        labels = self._incident_labels(incident)
+        raw_host = ""
+        match = re.match(r"ssh\s+([^\s'\"]+)", command.strip(), flags=re.IGNORECASE)
+        if match:
+            raw_host = match.group(1)
+
+        if not raw_host or "{" in raw_host or "}" in raw_host:
+            raw_host = (
+                str(labels.get("host") or "")
+                or str(labels.get("instance") or "")
+                or str(labels.get("node") or "")
+                or str(labels.get("exported_instance") or "")
+            )
+
+        return self._normalize_ssh_host(raw_host)
+
+    @staticmethod
+    def _normalize_ssh_host(raw_host: str) -> str:
+        host = (raw_host or "").strip()
+        if host.startswith("ssh://"):
+            host = host.removeprefix("ssh://")
+        if "@" in host:
+            host = host.rsplit("@", 1)[1]
+        if host.startswith("[") and "]" in host:
+            host = host[1:host.index("]")]
+        if host.count(":") == 1:
+            maybe_host, maybe_port = host.rsplit(":", 1)
+            if maybe_port.isdigit():
+                host = maybe_host
+        if host in _SHORT_HOST_MAP:
+            return _SHORT_HOST_MAP[host]
+        match = re.fullmatch(r"(?:node-exporter-|host-)?(110|120|121|188)", host)
+        if match:
+            return _SHORT_HOST_MAP[match.group(1)]
+        return host
+
+    def _resolve_container_name_for_incident(
+        self,
+        incident: Incident,
+        command: str,
+    ) -> str:
+        labels = self._incident_labels(incident)
+        for key in ("container_name", "container", "name"):
+            value = str(labels.get(key) or "").strip()
+            if value and "{" not in value and "}" not in value:
+                return value
+
+        match = re.search(
+            r"docker\s+(?:stats\s+--no-stream|inspect|logs|top|ps\s+-a\s+--filter\s+name=)\s+([a-zA-Z0-9._-]+)",
+            command,
+        )
+        return match.group(1) if match else ""
+
+    @staticmethod
+    def _incident_labels(incident: Incident) -> dict[str, Any]:
+        for signal in incident.signals or []:
+            labels = getattr(signal, "labels", None)
+            if labels:
+                return labels
+        return {}
+
+    async def _execute_ssh_mcp_route(
+        self,
+        incident: Incident,
+        route: _SshMcpRoute,
+    ) -> str:
+        """Execute a routed SSH diagnostic through AwoooP MCP Gateway."""
+
+        try:
+            from src.db.base import get_db_context
+            from src.plugins.mcp.gateway import GatewayContext, McpGateway, McpGatewayError
+            from src.services.mcp_audit_context import with_mcp_audit_context
+
+            incident_id = incident.incident_id
+            params = with_mcp_audit_context(
+                route.params,
+                session_id=f"incident:{incident_id}:auto_repair_execute",
+                incident_id=incident_id,
+                flywheel_node="execute",
+                agent_role="auto_repair_executor",
+            )
+            async with get_db_context("awoooi") as db:
+                ctx = GatewayContext(
+                    project_id="awoooi",
+                    agent_id="auto_repair_executor",
+                    tool_name=route.tool_name,
+                    trace_id=incident_id,
+                    is_shadow=False,
+                    environment={"env": "prod"},
+                    required_scope="read",
+                )
+                result = await McpGateway(db).call(ctx, params)
+        except McpGatewayError as exc:
+            return f"FAILED: mcp:{route.tool_name} {exc.error_code}: {exc}"
+        except Exception as exc:
+            logger.warning(
+                "auto_repair_ssh_mcp_route_failed",
+                incident_id=incident.incident_id,
+                tool=route.tool_name,
+                error=str(exc),
+            )
+            return f"FAILED: mcp:{route.tool_name} {exc}"
+
+        if result.success:
+            preview = str(result.output or "")[:500]
+            return f"SUCCESS: mcp:{route.tool_name} {preview}".strip()
+        return f"FAILED: mcp:{route.tool_name} {result.error or 'execution failed'}"
+
     async def _execute_step(self, incident: Incident, step) -> str:
         """
         執行單一修復步驟
@@ -858,6 +1168,10 @@ class AutoRepairService:
 
         # 2026-04-06 Claude Code: Sprint 3 — repair_by_uri (URI scheme 路由)
         if step.action_type == ActionType.SSH_COMMAND:
+            route = self._route_legacy_ssh_command_to_mcp(incident, step.command)
+            if route is not None:
+                return await self._execute_ssh_mcp_route(incident, route)
+
             from src.services.host_repair_agent import HostRepairAgent
             agent = HostRepairAgent()
             approved = not getattr(step, "requires_approval", False)

apps/api/src/services/awooop_ansible_audit_service.py

@@ -0,0 +1,433 @@
+"""AwoooP Ansible audit helpers.
+
+This module is intentionally non-executing. It exposes the Ansible audit
+contract and repo-known playbook catalog so the truth chain can say whether
+Ansible was actually considered or executed, without pretending that catalog
+hints are runtime remediation.
+"""
+
+from __future__ import annotations
+
+import json
+from typing import Any
+
+import structlog
+from sqlalchemy import text
+
+from src.db.base import get_db_context
+
+logger = structlog.get_logger(__name__)
+
+
+ANSIBLE_OPERATION_TYPES = frozenset({
+    "ansible_candidate_matched",
+    "ansible_check_mode_executed",
+    "ansible_apply_executed",
+    "ansible_rollback_executed",
+    "ansible_execution_skipped",
+})
+
+_CATALOG: tuple[dict[str, Any], ...] = (
+    {
+        "catalog_id": "ansible:110-devops",
+        "playbook_path": "infra/ansible/playbooks/110-devops.yml",
+        "inventory_hosts": ["host_110"],
+        "domains": ["swap", "harbor", "sentry", "gitea", "langfuse", "bitan", "runner", "keepalived", "nginx"],
+        "keywords": [
+            "110",
+            "docker",
+            "container",
+            "dockercontainerunhealthy",
+            "swap",
+            "harbor",
+            "sentry",
+            "gitea",
+            "langfuse",
+            "bitan",
+            "runner",
+            "github-runner",
+            "keepalived",
+        ],
+        "supports_check_mode": True,
+        "auto_apply_enabled": False,
+        "approval_required": True,
+        "risk_level": "medium",
+    },
+    {
+        "catalog_id": "ansible:188-ai-web",
+        "playbook_path": "infra/ansible/playbooks/188-ai-web.yml",
+        "inventory_hosts": ["host_188"],
+        "domains": ["docker", "momo_backup", "signoz", "minio", "litellm", "n8n", "open_webui", "nginx"],
+        "keywords": [
+            "188",
+            "docker",
+            "container",
+            "dockercontainerunhealthy",
+            "momo",
+            "backup",
+            "postgresql",
+            "pg_backup",
+            "signoz",
+            "minio",
+            "litellm",
+            "n8n",
+            "open-webui",
+            "openwebui",
+            "docker-registry",
+        ],
+        "supports_check_mode": True,
+        "auto_apply_enabled": False,
+        "approval_required": True,
+        "risk_level": "medium",
+    },
+    {
+        "catalog_id": "ansible:nginx-sync",
+        "playbook_path": "infra/ansible/playbooks/nginx-sync.yml",
+        "inventory_hosts": ["host_110", "host_188"],
+        "domains": ["nginx", "proxy", "ollama_proxy", "tls"],
+        "keywords": ["nginx", "proxy", "ollama", "gcp", "tls", "cert", "502", "upstream"],
+        "supports_check_mode": True,
+        "auto_apply_enabled": False,
+        "approval_required": True,
+        "risk_level": "medium",
+    },
+    {
+        "catalog_id": "ansible:restore-password-auth",
+        "playbook_path": "infra/ansible/playbooks/restore-password-auth.yml",
+        "inventory_hosts": ["host_110", "host_120", "host_121", "host_188"],
+        "domains": ["ssh", "password_auth"],
+        "keywords": ["ssh", "passwordauthentication", "password auth", "login", "auth"],
+        "supports_check_mode": False,
+        "auto_apply_enabled": False,
+        "approval_required": True,
+        "risk_level": "high",
+    },
+)
+
+
+def _get(row: dict[str, Any], key: str) -> Any:
+    return row.get(key)
+
+
+def _tags(row: dict[str, Any]) -> list[str]:
+    raw = _get(row, "tags")
+    if isinstance(raw, list):
+        return [str(item).lower() for item in raw]
+    if isinstance(raw, str):
+        return [part.strip().lower() for part in raw.split(",") if part.strip()]
+    return []
+
+
+def _first_present(row: dict[str, Any], keys: tuple[str, ...]) -> Any:
+    for key in keys:
+        value = _get(row, key)
+        if value not in (None, ""):
+            return value
+    return None
+
+
+def _is_ansible_operation(row: dict[str, Any]) -> bool:
+    operation_type = str(_get(row, "operation_type") or "").lower()
+    if operation_type in ANSIBLE_OPERATION_TYPES:
+        return True
+    if "ansible" in _tags(row):
+        return True
+    executor = str(
+        _first_present(
+            row,
+            (
+                "input_executor",
+                "input_execution_backend",
+                "output_executor",
+                "output_execution_backend",
+            ),
+        )
+        or ""
+    ).lower()
+    if executor == "ansible":
+        return True
+    playbook_path = str(
+        _first_present(row, ("input_playbook_path", "output_playbook_path", "input_ansible_playbook_path", "output_ansible_playbook_path"))
+        or ""
+    ).lower()
+    return "infra/ansible/" in playbook_path or playbook_path.endswith(".yml") and "ansible" in playbook_path
+
+
+def _ansible_record(row: dict[str, Any]) -> dict[str, Any]:
+    return {
+        "op_id": _get(row, "op_id"),
+        "operation_type": _get(row, "operation_type"),
+        "status": _get(row, "status"),
+        "actor": _get(row, "actor"),
+        "playbook_id": _first_present(row, ("input_playbook_id", "output_playbook_id")),
+        "playbook_path": _first_present(
+            row,
+            ("input_playbook_path", "output_playbook_path", "input_ansible_playbook_path", "output_ansible_playbook_path"),
+        ),
+        "check_mode": _first_present(row, ("input_check_mode", "output_check_mode")),
+        "not_used_reason": _first_present(row, ("input_not_used_reason", "output_not_used_reason")),
+        "dry_run_result": _get(row, "dry_run_result"),
+        "error": _get(row, "error"),
+        "duration_ms": _get(row, "duration_ms"),
+        "tags": _get(row, "tags"),
+        "created_at": _get(row, "created_at"),
+    }
+
+
+def _flatten_text(value: Any, pieces: list[str], remaining: int = 80) -> int:
+    if remaining <= 0 or value is None:
+        return remaining
+    if isinstance(value, dict):
+        for key, item in value.items():
+            remaining = _flatten_text(key, pieces, remaining)
+            remaining = _flatten_text(item, pieces, remaining)
+            if remaining <= 0:
+                break
+        return remaining
+    if isinstance(value, list):
+        for item in value:
+            remaining = _flatten_text(item, pieces, remaining)
+            if remaining <= 0:
+                break
+        return remaining
+    pieces.append(str(value).lower())
+    return remaining - 1
+
+
+def _source_haystack(incident: dict[str, Any] | None, drift: dict[str, Any] | None) -> str:
+    pieces: list[str] = []
+    _flatten_text(incident, pieces)
+    _flatten_text(drift, pieces)
+    return " ".join(pieces)
+
+
+def _catalog_hints(incident: dict[str, Any] | None, drift: dict[str, Any] | None) -> dict[str, Any]:
+    haystack = _source_haystack(incident, drift)
+    candidates: list[dict[str, Any]] = []
+    unmatched: list[str] = []
+    for item in _CATALOG:
+        matched = [keyword for keyword in item["keywords"] if keyword in haystack]
+        public_item = {
+            key: value
+            for key, value in item.items()
+            if key
+            in {
+                "catalog_id",
+                "playbook_path",
+                "inventory_hosts",
+                "domains",
+                "supports_check_mode",
+                "auto_apply_enabled",
+                "approval_required",
+                "risk_level",
+            }
+        }
+        if matched:
+            candidates.append({
+                **public_item,
+                "match_score": len(matched),
+                "matched_keywords": matched,
+            })
+        else:
+            unmatched.append(item["catalog_id"])
+    candidates.sort(key=lambda row: (-int(row["match_score"]), str(row["catalog_id"])))
+    return {
+        "match_mode": "static_catalog_keyword_hint_v1",
+        "decision_effect": "none",
+        "available_count": len(_CATALOG),
+        "candidates": candidates,
+        "unmatched_catalog_ids": unmatched,
+    }
+
+
+def build_ansible_truth(
+    automation_ops: list[dict[str, Any]],
+    *,
+    incident: dict[str, Any] | None,
+    drift: dict[str, Any] | None,
+) -> dict[str, Any]:
+    """Build the truth-chain Ansible section from audited facts and catalog hints."""
+
+    records = [_ansible_record(row) for row in automation_ops if _is_ansible_operation(row)]
+    return {
+        "considered": bool(records),
+        "records": records,
+        "audit_contract": {
+            "schema_version": "ansible_executor_audit_v1",
+            "operation_types": sorted(ANSIBLE_OPERATION_TYPES),
+            "required_audit_fields": [
+                "operation_type",
+                "status",
+                "actor",
+                "input.executor",
+                "input.playbook_path",
+                "input.check_mode",
+                "output.not_used_reason",
+                "dry_run_result",
+            ],
+            "default_execution_mode": "catalog/dry-run audit only until approval execution is explicitly wired",
+        },
+        "candidate_catalog": _catalog_hints(incident, drift),
+        "not_used_reason": (
+            None
+            if records
+            else "no automation_operation_log row with Ansible operation type, tag, or executor backend for this source"
+        ),
+    }
+
+
+def _incident_public_dict(incident: Any) -> dict[str, Any]:
+    if incident is None:
+        return {}
+    if isinstance(incident, dict):
+        return incident
+    severity = getattr(incident, "severity", None)
+    signals_payload: list[dict[str, Any]] = []
+    for signal in getattr(incident, "signals", None) or []:
+        signals_payload.append({
+            "alert_name": getattr(signal, "alert_name", None),
+            "labels": getattr(signal, "labels", None) or {},
+            "annotations": getattr(signal, "annotations", None) or {},
+        })
+    return {
+        "incident_id": getattr(incident, "incident_id", None),
+        "project_id": getattr(incident, "project_id", None),
+        "alertname": getattr(incident, "alertname", None),
+        "alert_category": getattr(incident, "alert_category", None),
+        "notification_type": getattr(incident, "notification_type", None),
+        "severity": getattr(severity, "value", severity),
+        "affected_services": getattr(incident, "affected_services", None) or [],
+        "signals": signals_payload,
+    }
+
+
+def build_ansible_decision_audit_payload(
+    *,
+    incident: Any,
+    proposal_data: dict[str, Any],
+    decision_path: str,
+    not_used_reason: str,
+) -> dict[str, Any] | None:
+    """Return an AOL payload when Ansible has catalog candidates for a decision."""
+
+    incident_payload = _incident_public_dict(incident)
+    hints = _catalog_hints(incident_payload, None)
+    candidates = hints.get("candidates") or []
+    if not candidates:
+        return None
+
+    incident_id = str(incident_payload.get("incident_id") or "")
+    input_payload = {
+        "incident_id": incident_id,
+        "executor": "ansible",
+        "execution_backend": "ansible",
+        "decision_path": decision_path,
+        "check_mode": True,
+        "apply_enabled": False,
+        "approval_required": True,
+        "candidate_catalog_schema": hints["match_mode"],
+        "executor_candidates": [
+            {
+                "catalog_id": row["catalog_id"],
+                "playbook_path": row["playbook_path"],
+                "inventory_hosts": row["inventory_hosts"],
+                "risk_level": row["risk_level"],
+                "match_score": row["match_score"],
+                "matched_keywords": row["matched_keywords"],
+            }
+            for row in candidates[:5]
+        ],
+        "proposal_source": proposal_data.get("source", ""),
+        "proposal_risk_level": proposal_data.get("risk_level", ""),
+        "proposal_action_preview": str(
+            proposal_data.get("action")
+            or proposal_data.get("kubectl_command")
+            or ""
+        )[:240],
+    }
+    output_payload = {
+        "not_used_reason": not_used_reason,
+        "decision_effect": "audit_only",
+        "next_required_step": "wire approval_execution to Ansible check-mode before apply",
+    }
+    return {
+        "operation_type": "ansible_candidate_matched",
+        "status": "dry_run",
+        "input": input_payload,
+        "output": output_payload,
+        "dry_run_result": {
+            "check_mode_executed": False,
+            "candidate_count": len(candidates),
+            "reason": not_used_reason,
+        },
+        "tags": ["ansible", "decision", "candidate", "check_mode_pending"],
+    }
+
+
+async def record_ansible_decision_audit(
+    *,
+    incident: Any,
+    proposal_data: dict[str, Any],
+    decision_path: str,
+    not_used_reason: str,
+) -> bool:
+    """Write a best-effort Ansible candidate audit row for one decision."""
+
+    payload = build_ansible_decision_audit_payload(
+        incident=incident,
+        proposal_data=proposal_data,
+        decision_path=decision_path,
+        not_used_reason=not_used_reason,
+    )
+    if payload is None:
+        return False
+
+    incident_id = payload["input"]["incident_id"]
+    project_id = getattr(incident, "project_id", None) or "awoooi"
+    try:
+        async with get_db_context(str(project_id)) as db:
+            existing = await db.execute(
+                text("""
+                    SELECT op_id
+                    FROM automation_operation_log
+                    WHERE operation_type = 'ansible_candidate_matched'
+                      AND input ->> 'incident_id' = :incident_id
+                      AND input ->> 'executor' = 'ansible'
+                    LIMIT 1
+                """),
+                {"incident_id": incident_id},
+            )
+            if existing.scalar() is not None:
+                return False
+            await db.execute(
+                text("""
+                    INSERT INTO automation_operation_log (
+                        operation_type, actor, status,
+                        input, output, dry_run_result, tags
+                    ) VALUES (
+                        :operation_type,
+                        'decision_manager',
+                        :status,
+                        CAST(:input AS jsonb),
+                        CAST(:output AS jsonb),
+                        CAST(:dry_run_result AS jsonb),
+                        :tags
+                    )
+                """),
+                {
+                    "operation_type": payload["operation_type"],
+                    "status": payload["status"],
+                    "input": json.dumps(payload["input"], ensure_ascii=False),
+                    "output": json.dumps(payload["output"], ensure_ascii=False),
+                    "dry_run_result": json.dumps(payload["dry_run_result"], ensure_ascii=False),
+                    "tags": payload["tags"],
+                },
+            )
+            return True
+    except Exception as exc:
+        logger.warning(
+            "ansible_decision_audit_write_failed",
+            incident_id=incident_id,
+            error=str(exc),
+        )
+        return False

apps/api/src/services/awooop_approval_token.py

@@ -46,6 +46,8 @@ from typing import Any
 
 import structlog
 
+from src.core.redis_client import get_redis
+
 logger = structlog.get_logger(__name__)
 
 # ─────────────────────────────────────────────────────────────────────────────
@@ -219,29 +221,23 @@ async def record_approval(
     exp = payload["exp"]
 
     try:
-        import aioredis
-        from src.core.config import settings
-
-        redis = aioredis.from_url(settings.REDIS_URL)
+        redis = get_redis()
 
         # jti NX
         jti_key = f"{_JTI_KEY_PREFIX}{jti}"
         ttl_remaining = max(exp - int(time.time()), 1)
         ok = await redis.set(jti_key, "1", nx=True, ex=ttl_remaining)
         if not ok:
-            await redis.aclose()
             raise TokenReplayError(f"jti={jti!r} 已使用")
 
         # SADD approver
         sig_key = f"{_SIG_SET_PREFIX}{project_id}:{run_id}:{tool_name}"
         added = await redis.sadd(sig_key, approver_id)
         if added == 0:
-            await redis.aclose()
             raise DuplicateApproverError(f"approver '{approver_id}' 已簽核")
 
         await redis.expire(sig_key, _SIG_TTL_SECONDS)
         count = int(await redis.scard(sig_key))
-        await redis.aclose()
 
         logger.info(
             "awooop_approval_recorded",
@@ -271,13 +267,9 @@ async def check_approval_quorum(
     檢查 quorum。Raises QuorumNotMetError if 不足。
     """
     try:
-        import aioredis
-        from src.core.config import settings
-
-        redis = aioredis.from_url(settings.REDIS_URL)
+        redis = get_redis()
         sig_key = f"{_SIG_SET_PREFIX}{project_id}:{run_id}:{tool_name}"
         count = int(await redis.scard(sig_key))
-        await redis.aclose()
 
         if count < required_count:
             raise QuorumNotMetError(f"簽核數不足（{count}/{required_count}）")

apps/api/src/services/budget_service.py

@@ -336,7 +336,7 @@ async def _get_tenant_budget_limit(project_id: str) -> Decimal | None:
     try:
         from sqlalchemy import text
         from src.db.base import get_db_context
-        async with get_db_context() as db:
+        async with get_db_context(project_id) as db:
             row = await db.execute(
                 text("SELECT budget_limit_usd FROM awooop_projects WHERE project_id = :pid"),
                 {"pid": project_id},

apps/api/src/services/callback_dispatcher.py

@@ -280,6 +280,7 @@ async def dispatch_action(
 
         # MCP registry dispatch
         from src.plugins.mcp.registry import get_provider
+        from src.services.mcp_audit_context import with_mcp_audit_context
         provider_name = _resolve_provider_name(spec.mcp_provider)
         provider = get_provider(provider_name)
         if not provider:
@@ -293,8 +294,16 @@ async def dispatch_action(
             )
 
         # 執行 MCP tool with timeout
+        audited_params = with_mcp_audit_context(
+            resolved_params,
+            session_id=f"callback:{incident_id}:{action_name}",
+            incident_id=incident_id,
+            flywheel_node="operate",
+            agent_role="telegram_callback_dispatcher",
+            operator_user_id=user_id,
+        )
         mcp_result = await asyncio.wait_for(
-            provider.execute(spec.mcp_tool, resolved_params),
+            provider.execute(spec.mcp_tool, audited_params),
             timeout=float(spec.timeout_sec),
         )
 

apps/api/src/services/channel_hub.py

@@ -28,23 +28,201 @@ from __future__ import annotations
 
 import asyncio
 import hashlib
+import html
 import json
-from datetime import datetime, timezone
+import re
+from datetime import UTC, datetime
 from typing import Any
-from uuid import UUID
+from uuid import NAMESPACE_URL, UUID, uuid5
 
 import structlog
 from sqlalchemy import select, text
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from src.db.awooop_models import AwoooPRunState
-from src.services.audit_sink import _redact_string
+from src.services.audit_sink import _redact_string, sanitize
 from src.services.platform_runtime import create_run
 
 logger = structlog.get_logger(__name__)
 
 # Progressive Feedback Policy：等待超過此秒數才發 interim 訊息
 _INTERIM_WAIT_SECONDS = 30
+_INBOUND_REDACTION_VERSION = "audit_sink_v1"
+_OUTBOUND_REDACTION_VERSION = "audit_sink_v1"
+_INCIDENT_ID_RE = re.compile(r"\bINC-\d{8}-[A-Z0-9]{6}\b")
+
+
+def _db_timestamp_now() -> datetime:
+    """Return UTC now in the timestamp shape accepted by the production DB path."""
+    return datetime.now(UTC).replace(tzinfo=None)
+
+
+def _compact_unique(values: list[str | None], *, limit: int = 20) -> list[str]:
+    """Return stable non-empty values without leaking duplicate source refs."""
+    return sorted({str(value).strip() for value in values if str(value or "").strip()})[:limit]
+
+
+def build_inbound_source_envelope(
+    *,
+    provider: str,
+    stage: str,
+    provider_event_id: str,
+    raw_event_id: str | None = None,
+    raw_content: str | None = None,
+    alertname: str | None = None,
+    severity: str | None = None,
+    namespace: str | None = None,
+    target_resource: str | None = None,
+    fingerprint: str | None = None,
+    incident_id: str | None = None,
+    approval_id: str | None = None,
+    source_url: str | None = None,
+    labels: dict[str, Any] | None = None,
+    annotations: dict[str, Any] | None = None,
+    extra: dict[str, Any] | None = None,
+) -> dict[str, Any]:
+    """Build a redaction-friendly inbound replay envelope for truth-chain use."""
+    content_sha256 = hashlib.sha256(raw_content.encode()).hexdigest() if raw_content else None
+    text_refs = _INCIDENT_ID_RE.findall(raw_content or "")
+    provider_name = str(provider or "unknown").strip().lower() or "unknown"
+    source_refs = {
+        "event_ids": _compact_unique([raw_event_id]),
+        "incident_ids": _compact_unique([incident_id, *text_refs]),
+        "approval_ids": _compact_unique([approval_id]),
+        "alert_ids": _compact_unique([provider_event_id, raw_event_id]),
+        "fingerprints": _compact_unique([fingerprint]),
+        "sentry_issue_ids": _compact_unique(
+            [raw_event_id, provider_event_id] if provider_name == "sentry" else []
+        ),
+        "signoz_alerts": _compact_unique(
+            [raw_event_id, alertname] if provider_name == "signoz" else []
+        ),
+    }
+    envelope: dict[str, Any] = {
+        "schema_version": "inbound_source_envelope_v1",
+        "redaction_version": _INBOUND_REDACTION_VERSION,
+        "adapter": f"{provider_name}_webhook",
+        "provider": provider_name,
+        "stage": stage,
+        "provider_event_id": provider_event_id,
+        "source_url": source_url,
+        "content_sha256": content_sha256,
+        "content_length": len(raw_content) if raw_content is not None else 0,
+        "source_refs": source_refs,
+        "log_correlation": {
+            "alertname": alertname,
+            "severity": severity,
+            "namespace": namespace,
+            "target_resource": target_resource,
+            "fingerprint": fingerprint,
+        },
+        "labels": labels or {},
+        "annotations": annotations or {},
+    }
+    if extra:
+        envelope["extra"] = extra
+    sanitized = sanitize(envelope)
+    sanitized["content_sha256"] = content_sha256
+    return sanitized
+
+
+def _input_sha256(input_payload: dict[str, Any] | None) -> str | None:
+    """計算 Run input 的穩定 hash，讓 mirror run 也能保留最小完整性證據。"""
+    if not input_payload:
+        return None
+    canonical = json.dumps(
+        input_payload,
+        sort_keys=True,
+        separators=(",", ":"),
+        ensure_ascii=False,
+    )
+    return hashlib.sha256(canonical.encode()).hexdigest()
+
+
+async def ensure_completed_shadow_run(
+    db: AsyncSession,
+    *,
+    project_id: str,
+    run_id: UUID,
+    agent_id: str,
+    trigger_type: str,
+    trigger_ref: str | None,
+    input_payload: dict[str, Any] | None = None,
+) -> bool:
+    """為 legacy mirror 資料補一筆 completed shadow run。
+
+    AwoooP 在 strangler 階段會先 mirror legacy Telegram / alert-grouping
+    資料。這些事件不應重新觸發 runtime，但需要 run_state 當 Console 的
+    聚合錨點；因此這裡建立的是已完成的 shadow run，不會被 worker pick up。
+    """
+    result = await db.execute(
+        text("""
+            INSERT INTO awooop_run_state (
+                run_id, project_id, agent_id, state,
+                trigger_type, trigger_ref, is_shadow,
+                input_sha256,
+                attempt_count, max_attempts, cost_usd, step_count,
+                created_at, completed_at, timeout_at
+            ) VALUES (
+                :run_id, :project_id, :agent_id, 'completed',
+                :trigger_type, :trigger_ref, TRUE,
+                :input_sha256,
+                0, 3, 0.0000, 0,
+                NOW(), NOW(), NOW()
+            )
+            ON CONFLICT (run_id) DO NOTHING
+            RETURNING run_id
+        """),
+        {
+            "run_id": run_id,
+            "project_id": project_id,
+            "agent_id": agent_id,
+            "trigger_type": trigger_type,
+            "trigger_ref": trigger_ref,
+            "input_sha256": _input_sha256(input_payload),
+        },
+    )
+    inserted = result.fetchone() is not None
+    if inserted:
+        logger.info(
+            "completed_shadow_run_created",
+            project_id=project_id,
+            run_id=str(run_id),
+            agent_id=agent_id,
+            trigger_type=trigger_type,
+        )
+    return inserted
+
+
+def build_grouped_alert_run_id(project_id: str, provider_event_id: str) -> UUID:
+    """為 grouped child alert 建立穩定 run_id，讓 Run Monitor 可回查。"""
+    return uuid5(NAMESPACE_URL, f"awooop:grouped-alert:{project_id}:{provider_event_id}")
+
+
+def build_alertmanager_provider_event_id(alert_id: str, fingerprint: str, stage: str) -> str:
+    """建立 Alertmanager inbound event 的冪等 provider_event_id。"""
+    safe_alert_id = str(alert_id).strip() or "unknown"
+    safe_fingerprint = str(fingerprint).strip()[:32] or "no-fingerprint"
+    safe_stage = str(stage).strip()[:32] or "received"
+    return f"alertmanager:{safe_stage}:{safe_alert_id}:{safe_fingerprint}"
+
+
+def build_alertmanager_run_id(project_id: str, provider_event_id: str) -> UUID:
+    """為 Alertmanager inbound mirror 建立穩定 shadow run_id。"""
+    return uuid5(NAMESPACE_URL, f"awooop:alertmanager:{project_id}:{provider_event_id}")
+
+
+def build_external_alert_provider_event_id(provider: str, event_id: str, stage: str) -> str:
+    """建立 Sentry/SignOz 等外部告警 inbound event 的冪等 provider_event_id。"""
+    safe_provider = str(provider).strip().lower()[:32] or "external"
+    safe_event_id = str(event_id).strip()[:96] or "unknown"
+    safe_stage = str(stage).strip()[:32] or "received"
+    return f"{safe_provider}:{safe_stage}:{safe_event_id}"
+
+
+def build_external_alert_run_id(project_id: str, provider_event_id: str) -> UUID:
+    """為外部告警 inbound mirror 建立穩定 shadow run_id。"""
+    return uuid5(NAMESPACE_URL, f"awooop:external-alert:{project_id}:{provider_event_id}")
 
 
 # ─────────────────────────────────────────────────────────────────────────────
@@ -62,6 +240,7 @@ async def mirror_inbound_event(
     channel_chat_id: str | None = None,
     content_type: str = "text",
     raw_content: str | None = None,
+    source_envelope: dict[str, Any] | None = None,
     attachment_sha256: str | None = None,
     provider_ts: datetime | None = None,
     run_id: UUID | None = None,
@@ -75,12 +254,32 @@ async def mirror_inbound_event(
     """
     content_hash: str | None = None
     content_preview: str | None = None
+    content_redacted: str | None = None
 
     if raw_content is not None:
         content_hash = hashlib.sha256(raw_content.encode()).hexdigest()
         # preview：redact 後截取前 256 字元
-        redacted = _redact_string(raw_content)
-        content_preview = redacted[:256] if len(redacted) > 256 else redacted
+        content_redacted = _redact_string(raw_content)
+        content_preview = (
+            content_redacted[:256] if len(content_redacted) > 256 else content_redacted
+        )
+
+    if source_envelope and source_envelope.get("schema_version") == "inbound_source_envelope_v1":
+        original_content_sha256 = source_envelope.get("content_sha256")
+        envelope = sanitize(source_envelope)
+        envelope.setdefault("redaction_version", _INBOUND_REDACTION_VERSION)
+        envelope["content_sha256"] = content_hash or original_content_sha256
+        envelope.setdefault("content_length", len(raw_content) if raw_content is not None else 0)
+    else:
+        envelope = build_inbound_source_envelope(
+            provider=channel_type,
+            stage="received",
+            provider_event_id=provider_event_id,
+            raw_event_id=provider_event_id,
+            raw_content=raw_content,
+            extra=source_envelope,
+        )
+    source_envelope_json = json.dumps(envelope, ensure_ascii=False, default=str)
 
     result = await db.execute(
         text("""
@@ -88,16 +287,28 @@ async def mirror_inbound_event(
                 project_id, channel_type, provider_event_id,
                 platform_subject_id, channel_user_id, channel_chat_id,
                 run_id, content_type, content_hash, content_preview,
+                content_redacted, redaction_version, source_envelope,
                 attachment_sha256, is_duplicate, provider_ts, received_at
             ) VALUES (
                 :project_id, :channel_type, :provider_event_id,
                 :platform_subject_id, :channel_user_id, :channel_chat_id,
                 :run_id, :content_type, :content_hash, :content_preview,
+                :content_redacted, :redaction_version, CAST(:source_envelope AS jsonb),
                 :attachment_sha256, :is_duplicate, :provider_ts, NOW()
             )
             ON CONFLICT (project_id, channel_type, provider_event_id) DO UPDATE SET
                 is_duplicate = TRUE,
-                run_id = COALESCE(EXCLUDED.run_id, awooop_conversation_event.run_id)
+                run_id = COALESCE(EXCLUDED.run_id, awooop_conversation_event.run_id),
+                content_redacted = COALESCE(
+                    awooop_conversation_event.content_redacted,
+                    EXCLUDED.content_redacted
+                ),
+                redaction_version = EXCLUDED.redaction_version,
+                source_envelope = CASE
+                    WHEN awooop_conversation_event.source_envelope = '{}'::jsonb
+                    THEN EXCLUDED.source_envelope
+                    ELSE awooop_conversation_event.source_envelope
+                END
             RETURNING event_id
         """),
         {
@@ -111,6 +322,9 @@ async def mirror_inbound_event(
             "content_type": content_type,
             "content_hash": content_hash,
             "content_preview": content_preview,
+            "content_redacted": content_redacted,
+            "redaction_version": _INBOUND_REDACTION_VERSION,
+            "source_envelope": source_envelope_json,
             "attachment_sha256": attachment_sha256,
             "is_duplicate": is_duplicate,
             "provider_ts": provider_ts,
@@ -128,6 +342,544 @@ async def mirror_inbound_event(
     return event_id
 
 
+def build_grouped_alert_provider_event_id(alert_id: str, fingerprint: str) -> str:
+    """建立 grouped child alert 的冪等 provider_event_id。"""
+    safe_alert_id = str(alert_id).strip() or "unknown"
+    safe_fingerprint = str(fingerprint).strip()[:32] or "no-fingerprint"
+    return f"alert-group:{safe_alert_id}:{safe_fingerprint}"
+
+
+def format_alertmanager_event_content(
+    *,
+    stage: str,
+    alert_id: str,
+    alertname: str,
+    severity: str,
+    namespace: str,
+    target_resource: str,
+    fingerprint: str,
+    notification_type: str | None = None,
+    alert_category: str | None = None,
+    incident_id: str | None = None,
+    approval_id: str | None = None,
+    repeat_count: int | None = None,
+) -> str:
+    """格式化 Alertmanager inbound mirror 摘要，讓 truth-chain 可回查。"""
+    head = f"Incident: {incident_id}" if incident_id else f"Fingerprint: {fingerprint}"
+    return "\n".join(
+        [
+            f"Alertmanager inbound {stage}",
+            head,
+            f"Alert ID: {alert_id}",
+            f"Approval: {approval_id or '-'}",
+            f"Alert: {alertname}",
+            f"Severity: {severity}",
+            f"Namespace: {namespace or 'default'}",
+            f"Target: {target_resource or '-'}",
+            f"Fingerprint: {fingerprint}",
+            f"Notification Type: {notification_type or '-'}",
+            f"Alert Category: {alert_category or '-'}",
+            f"Repeat Count: {repeat_count if repeat_count is not None else '-'}",
+        ]
+    )
+
+
+def format_grouped_alert_event_content(
+    *,
+    alert_id: str,
+    alertname: str,
+    severity: str,
+    namespace: str,
+    target_resource: str,
+    group_key: str,
+    count: int,
+    parent_fingerprint: str | None,
+    fingerprint: str,
+) -> str:
+    """格式化只落 AwoooP、不發 Telegram 的告警收斂事件摘要。"""
+    parent = parent_fingerprint or "-"
+    target = target_resource or "-"
+    ns = namespace or "default"
+    return "\n".join(
+        [
+            "告警已收斂，不發 Telegram",
+            f"Alert ID: {alert_id}",
+            f"Alert: {alertname}",
+            f"Severity: {severity}",
+            f"Namespace: {ns}",
+            f"Target: {target}",
+            f"Group: {group_key}",
+            f"Group Count: {count}",
+            f"Parent Fingerprint: {parent}",
+            f"Child Fingerprint: {fingerprint}",
+        ]
+    )
+
+
+def format_grouped_alert_digest_text(
+    *,
+    alertname: str,
+    severity: str,
+    namespace: str,
+    target_resource: str,
+    group_key: str,
+    count: int,
+) -> str:
+    """格式化要回覆到父告警卡的短 digest。"""
+    safe_alert = html.escape(alertname or "unknown")
+    safe_severity = html.escape(severity or "unknown")
+    safe_namespace = html.escape(namespace or "default")
+    safe_target = html.escape(target_resource or "unknown")
+    safe_group = html.escape(group_key or "unknown")
+
+    return "\n".join(
+        [
+            "🧩 <b>告警已收斂到父卡</b>",
+            f"├ 類型：<code>{safe_alert}</code>",
+            f"├ 等級：<code>{safe_severity}</code>",
+            f"├ 範圍：<code>{safe_namespace}</code>",
+            f"├ 最新目標：<code>{safe_target}</code>",
+            f"├ 群組：<code>{safe_group}</code>",
+            f"└ 目前視窗：<b>{count}</b> 筆同組告警",
+            "",
+            "完整子告警請看 AwoooP Run 監控，不再逐筆發 Telegram。",
+        ]
+    )
+
+
+async def maybe_send_grouped_alert_digest(
+    *,
+    project_id: str,
+    alertname: str,
+    severity: str,
+    namespace: str,
+    target_resource: str,
+    group_key: str,
+    count: int,
+    parent_fingerprint: str | None,
+) -> bool:
+    """若父告警卡已存在，回覆一則低頻 digest；找不到父卡則安靜降級。"""
+    if not parent_fingerprint:
+        return False
+
+    try:
+        from sqlalchemy import select
+
+        from src.db.base import get_db_context
+        from src.db.models import ApprovalRecord
+        from src.services.telegram_gateway import get_telegram_gateway
+
+        async with get_db_context(project_id) as db:
+            result = await db.execute(
+                select(ApprovalRecord.incident_id)
+                .where(ApprovalRecord.fingerprint == parent_fingerprint)
+                .where(ApprovalRecord.incident_id.is_not(None))
+                .order_by(ApprovalRecord.created_at.desc())
+                .limit(1)
+            )
+            incident_id = result.scalar_one_or_none()
+
+        if not incident_id:
+            logger.info(
+                "grouped_alert_digest_parent_not_ready",
+                project_id=project_id,
+                group_key=group_key,
+                parent_fingerprint=parent_fingerprint,
+            )
+            return False
+
+        digest_text = format_grouped_alert_digest_text(
+            alertname=alertname,
+            severity=severity,
+            namespace=namespace,
+            target_resource=target_resource,
+            group_key=group_key,
+            count=count,
+        )
+        sent = await get_telegram_gateway().append_grouped_alert_digest(
+            incident_id=str(incident_id),
+            group_key=group_key,
+            digest_text=digest_text,
+        )
+        logger.info(
+            "grouped_alert_digest_result",
+            project_id=project_id,
+            incident_id=str(incident_id),
+            group_key=group_key,
+            count=count,
+            sent=sent,
+        )
+        return sent
+    except Exception as exc:
+        logger.warning(
+            "grouped_alert_digest_failed",
+            project_id=project_id,
+            group_key=group_key,
+            parent_fingerprint=parent_fingerprint,
+            error=str(exc),
+        )
+        return False
+
+
+async def record_grouped_alert_event(
+    *,
+    project_id: str,
+    alert_id: str,
+    alertname: str,
+    severity: str,
+    namespace: str,
+    target_resource: str,
+    group_key: str,
+    count: int,
+    parent_fingerprint: str | None,
+    fingerprint: str,
+) -> UUID | None:
+    """
+    將被 AlertGroupingService 收斂的子告警落到 AwoooP conversation_event。
+
+    這條路徑刻意不發 Telegram，只保留 operator-facing 脈絡：
+    - 群組不洗版
+    - Console 仍能看到同組告警正在持續發生
+    - DB 失敗 fail-open，不影響 Alertmanager webhook ACK
+    """
+    try:
+        from src.db.base import get_db_context
+
+        provider_event_id = build_grouped_alert_provider_event_id(alert_id, fingerprint)
+        content = format_grouped_alert_event_content(
+            alert_id=alert_id,
+            alertname=alertname,
+            severity=severity,
+            namespace=namespace,
+            target_resource=target_resource,
+            group_key=group_key,
+            count=count,
+            parent_fingerprint=parent_fingerprint,
+            fingerprint=fingerprint,
+        )
+
+        async with get_db_context(project_id) as db:
+            run_id = build_grouped_alert_run_id(project_id, provider_event_id)
+            await ensure_completed_shadow_run(
+                db,
+                project_id=project_id,
+                run_id=run_id,
+                agent_id="legacy-alert-grouping",
+                trigger_type="grouped_alert_event",
+                trigger_ref=provider_event_id,
+                input_payload={
+                    "alert_id": alert_id,
+                    "alertname": alertname,
+                    "severity": severity,
+                    "group_key": group_key,
+                    "fingerprint": fingerprint,
+                },
+            )
+            event_id = await mirror_inbound_event(
+                db,
+                project_id=project_id,
+                channel_type="internal",
+                provider_event_id=provider_event_id,
+                platform_subject_id="alertmanager",
+                channel_user_id="alertmanager",
+                channel_chat_id=f"alert-group:{group_key}",
+                content_type="text",
+                raw_content=content,
+                provider_ts=_db_timestamp_now(),
+                run_id=run_id,
+            )
+
+        logger.info(
+            "grouped_alert_event_recorded",
+            project_id=project_id,
+            alert_id=alert_id,
+            event_id=str(event_id),
+            group_key=group_key,
+            count=count,
+        )
+        await maybe_send_grouped_alert_digest(
+            project_id=project_id,
+            alertname=alertname,
+            severity=severity,
+            namespace=namespace,
+            target_resource=target_resource,
+            group_key=group_key,
+            count=count,
+            parent_fingerprint=parent_fingerprint,
+        )
+        return event_id
+    except Exception as exc:
+        logger.warning(
+            "grouped_alert_event_record_failed",
+            project_id=project_id,
+            alert_id=alert_id,
+            group_key=group_key,
+            error=str(exc),
+        )
+        return None
+
+
+async def record_alertmanager_event(
+    *,
+    project_id: str,
+    alert_id: str,
+    alertname: str,
+    severity: str,
+    namespace: str,
+    target_resource: str,
+    fingerprint: str,
+    stage: str,
+    notification_type: str | None = None,
+    alert_category: str | None = None,
+    incident_id: str | None = None,
+    approval_id: str | None = None,
+    repeat_count: int | None = None,
+    is_duplicate: bool = False,
+    source_url: str | None = None,
+    labels: dict[str, Any] | None = None,
+    annotations: dict[str, Any] | None = None,
+    source_extra: dict[str, Any] | None = None,
+) -> UUID | None:
+    """
+    將 Alertmanager inbound alert 鏡像到 AwoooP conversation_event。
+
+    Telegram 不應是唯一事實來源；每個 firing alert 至少要有 received
+    event，建立 incident/approval 後再補 incident_linked event 供 truth-chain
+    依 incident_id 回查。DB 失敗 fail-open，不影響 Alertmanager ACK。
+    """
+    try:
+        from src.db.base import get_db_context
+
+        incident_ref = str(incident_id) if incident_id else None
+        approval_ref = str(approval_id) if approval_id else None
+        provider_event_id = build_alertmanager_provider_event_id(
+            alert_id=alert_id,
+            fingerprint=fingerprint,
+            stage=stage,
+        )
+        content = format_alertmanager_event_content(
+            stage=stage,
+            alert_id=alert_id,
+            alertname=alertname,
+            severity=severity,
+            namespace=namespace,
+            target_resource=target_resource,
+            fingerprint=fingerprint,
+            notification_type=notification_type,
+            alert_category=alert_category,
+            incident_id=incident_ref,
+            approval_id=approval_ref,
+            repeat_count=repeat_count,
+        )
+        source_envelope = build_inbound_source_envelope(
+            provider="alertmanager",
+            stage=stage,
+            provider_event_id=provider_event_id,
+            raw_event_id=alert_id,
+            raw_content=content,
+            alertname=alertname,
+            severity=severity,
+            namespace=namespace,
+            target_resource=target_resource,
+            fingerprint=fingerprint,
+            incident_id=incident_ref,
+            approval_id=approval_ref,
+            source_url=source_url,
+            labels=labels,
+            annotations=annotations,
+            extra={
+                "notification_type": notification_type,
+                "alert_category": alert_category,
+                "repeat_count": repeat_count,
+                **(source_extra or {}),
+            },
+        )
+
+        async with get_db_context(project_id) as db:
+            run_id = build_alertmanager_run_id(project_id, provider_event_id)
+            await ensure_completed_shadow_run(
+                db,
+                project_id=project_id,
+                run_id=run_id,
+                agent_id="legacy-alertmanager-webhook",
+                trigger_type="alertmanager_inbound",
+                trigger_ref=provider_event_id,
+                input_payload={
+                    "stage": stage,
+                    "alert_id": alert_id,
+                    "alertname": alertname,
+                    "severity": severity,
+                    "namespace": namespace,
+                    "target_resource": target_resource,
+                    "fingerprint": fingerprint,
+                    "notification_type": notification_type,
+                    "alert_category": alert_category,
+                    "incident_id": incident_ref,
+                    "approval_id": approval_ref,
+                    "repeat_count": repeat_count,
+                },
+            )
+            event_id = await mirror_inbound_event(
+                db,
+                project_id=project_id,
+                channel_type="internal",
+                provider_event_id=provider_event_id,
+                platform_subject_id="alertmanager",
+                channel_user_id="alertmanager",
+                channel_chat_id=f"alertmanager:{namespace or 'default'}",
+                content_type="text",
+                raw_content=content,
+                source_envelope=source_envelope,
+                provider_ts=_db_timestamp_now(),
+                run_id=run_id,
+                is_duplicate=is_duplicate,
+            )
+
+        logger.info(
+            "alertmanager_event_recorded",
+            project_id=project_id,
+            alert_id=alert_id,
+            event_id=str(event_id),
+            stage=stage,
+            incident_id=incident_ref,
+            fingerprint=fingerprint,
+        )
+        return event_id
+    except Exception as exc:
+        logger.warning(
+            "alertmanager_event_record_failed",
+            project_id=project_id,
+            alert_id=alert_id,
+            stage=stage,
+            fingerprint=fingerprint,
+            error=str(exc),
+        )
+        return None
+
+
+async def record_external_alert_event(
+    *,
+    project_id: str,
+    provider: str,
+    event_id: str,
+    stage: str,
+    title: str,
+    severity: str,
+    namespace: str | None = None,
+    target_resource: str | None = None,
+    fingerprint: str | None = None,
+    incident_id: str | None = None,
+    approval_id: str | None = None,
+    source_url: str | None = None,
+    labels: dict[str, Any] | None = None,
+    annotations: dict[str, Any] | None = None,
+    payload: dict[str, Any] | None = None,
+    is_duplicate: bool = False,
+) -> UUID | None:
+    """
+    將 Sentry / SignOz 等非 Alertmanager 告警鏡像到 conversation_event。
+
+    這是 truth-chain 的最低共用入口：只寫 redacted content + source_envelope，
+    不改變原本 webhook 的通知、審批或自動化行為。
+    """
+    provider_name = str(provider or "external").strip().lower() or "external"
+    provider_event_id = build_external_alert_provider_event_id(provider_name, event_id, stage)
+    content = "\n".join([
+        f"{provider_name} inbound {stage}",
+        f"Event ID: {event_id}",
+        f"Title: {title}",
+        f"Severity: {severity}",
+        f"Namespace: {namespace or '-'}",
+        f"Target: {target_resource or '-'}",
+        f"Fingerprint: {fingerprint or '-'}",
+        f"Incident: {incident_id or '-'}",
+        f"Approval: {approval_id or '-'}",
+        f"Source URL: {source_url or '-'}",
+    ])
+    source_envelope = build_inbound_source_envelope(
+        provider=provider_name,
+        stage=stage,
+        provider_event_id=provider_event_id,
+        raw_event_id=event_id,
+        raw_content=content,
+        alertname=title,
+        severity=severity,
+        namespace=namespace,
+        target_resource=target_resource,
+        fingerprint=fingerprint,
+        incident_id=str(incident_id) if incident_id else None,
+        approval_id=str(approval_id) if approval_id else None,
+        source_url=source_url,
+        labels=labels,
+        annotations=annotations,
+        extra={
+            "payload": payload or {},
+        },
+    )
+
+    try:
+        from src.db.base import get_db_context
+
+        async with get_db_context(project_id) as db:
+            run_id = build_external_alert_run_id(project_id, provider_event_id)
+            await ensure_completed_shadow_run(
+                db,
+                project_id=project_id,
+                run_id=run_id,
+                agent_id=f"legacy-{provider_name}-webhook",
+                trigger_type=f"{provider_name}_inbound",
+                trigger_ref=provider_event_id,
+                input_payload={
+                    "provider": provider_name,
+                    "event_id": event_id,
+                    "stage": stage,
+                    "severity": severity,
+                    "namespace": namespace,
+                    "target_resource": target_resource,
+                    "fingerprint": fingerprint,
+                    "incident_id": str(incident_id) if incident_id else None,
+                    "approval_id": str(approval_id) if approval_id else None,
+                },
+            )
+            event_uuid = await mirror_inbound_event(
+                db,
+                project_id=project_id,
+                channel_type="internal",
+                provider_event_id=provider_event_id,
+                platform_subject_id=provider_name,
+                channel_user_id=provider_name,
+                channel_chat_id=f"{provider_name}:{namespace or 'default'}",
+                content_type="text",
+                raw_content=content,
+                source_envelope=source_envelope,
+                provider_ts=_db_timestamp_now(),
+                run_id=run_id,
+                is_duplicate=is_duplicate,
+            )
+
+        logger.info(
+            "external_alert_event_recorded",
+            project_id=project_id,
+            provider=provider_name,
+            event_id=event_id,
+            stage=stage,
+            conversation_event_id=str(event_uuid),
+            incident_id=str(incident_id) if incident_id else None,
+            approval_id=str(approval_id) if approval_id else None,
+        )
+        return event_uuid
+    except Exception as exc:
+        logger.warning(
+            "external_alert_event_record_failed",
+            project_id=project_id,
+            provider=provider_name,
+            event_id=event_id,
+            stage=stage,
+            error=str(exc),
+        )
+        return None
+
+
 # ─────────────────────────────────────────────────────────────────────────────
 # 出站訊息記錄
 # ─────────────────────────────────────────────────────────────────────────────
@@ -141,6 +893,7 @@ async def record_outbound_message(
     channel_chat_id: str,
     message_type: str,           # 'interim' | 'final' | 'error' | 'approval_request'
     content: str | None = None,
+    source_envelope: dict[str, Any] | None = None,
     provider_message_id: str | None = None,
     send_status: str = "pending",
     conversation_event_id: UUID | None = None,
@@ -155,26 +908,61 @@ async def record_outbound_message(
     """
     content_hash: str | None = None
     content_preview: str | None = None
+    content_redacted: str | None = None
     if content is not None:
         content_hash = hashlib.sha256(content.encode()).hexdigest()
-        redacted = _redact_string(content)
-        content_preview = redacted[:256]
+        content_redacted = _redact_string(content)
+        content_preview = content_redacted[:256]
+
+    envelope: dict[str, Any] = sanitize(source_envelope or {})
+    envelope.update({
+        "schema_version": "outbound_source_envelope_v1",
+        "redaction_version": _OUTBOUND_REDACTION_VERSION,
+        "content_sha256": content_hash,
+        "content_length": len(content) if content is not None else 0,
+    })
+    source_envelope_json = json.dumps(envelope, ensure_ascii=False, default=str)
 
     actual_status = "shadow" if is_shadow else send_status
+    sent_at = (
+        _db_timestamp_now()
+        if actual_status == "sent"
+        else None
+    )
+
+    await ensure_completed_shadow_run(
+        db,
+        project_id=project_id,
+        run_id=run_id,
+        agent_id="legacy-telegram-gateway",
+        trigger_type="legacy_outbound",
+        trigger_ref=provider_message_id,
+        input_payload={
+            "channel_type": channel_type,
+            "channel_chat_id": channel_chat_id,
+            "message_type": message_type,
+            "send_status": actual_status,
+            "triggered_by_state": triggered_by_state,
+        },
+    )
 
     result = await db.execute(
         text("""
             INSERT INTO awooop_outbound_message (
                 project_id, run_id, conversation_event_id,
                 channel_type, channel_chat_id, message_type,
-                content_hash, content_preview, provider_message_id,
-                send_status, queued_at,
+                content_hash, content_preview, content_redacted,
+                redaction_version, source_envelope,
+                provider_message_id,
+                send_status, queued_at, sent_at,
                 triggered_by_state, waiting_since
             ) VALUES (
                 :project_id, :run_id, :conversation_event_id,
                 :channel_type, :channel_chat_id, :message_type,
-                :content_hash, :content_preview, :provider_message_id,
-                :send_status, NOW(),
+                :content_hash, :content_preview, :content_redacted,
+                :redaction_version, CAST(:source_envelope AS jsonb),
+                :provider_message_id,
+                :send_status, NOW(), :sent_at,
                 :triggered_by_state, :waiting_since
             )
             RETURNING message_id
@@ -188,8 +976,12 @@ async def record_outbound_message(
             "message_type": message_type,
             "content_hash": content_hash,
             "content_preview": content_preview,
+            "content_redacted": content_redacted,
+            "redaction_version": _OUTBOUND_REDACTION_VERSION,
+            "source_envelope": source_envelope_json,
             "provider_message_id": provider_message_id,
             "send_status": actual_status,
+            "sent_at": sent_at,
             "triggered_by_state": triggered_by_state,
             "waiting_since": waiting_since,
         },
@@ -278,7 +1070,7 @@ async def _interim_feedback_task(
                 # run 已推進（complete/failed 等），不需要 interim
                 return
 
-            waiting_since = datetime.now(timezone.utc)
+            waiting_since = datetime.now(UTC)
             interim_content = "AI 正在分析中，請稍候... ⏳"
 
             await record_outbound_message(

apps/api/src/services/decision_fusion_adapter.py

@@ -26,7 +26,7 @@ from __future__ import annotations
 
 import asyncio
 import re
-from dataclasses import dataclass, field
+from dataclasses import dataclass
 from typing import TYPE_CHECKING, Any, Literal
 
 import httpx
@@ -125,7 +125,7 @@ class DecisionFusionAdapter:
     # Public API
     # =========================================================================
 
-    async def fuse_decision(self, event: "AiGovernanceEvent") -> FusedDecision:
+    async def fuse_decision(self, event: AiGovernanceEvent) -> FusedDecision:
         """三維融合：LLM × Playbook × MCP → FusedDecision。
 
         三個維度並行評估（asyncio.gather），任一失敗靜默降為 0.5。
@@ -226,7 +226,7 @@ class DecisionFusionAdapter:
     # =========================================================================
 
     async def _score_llm(
-        self, event: "AiGovernanceEvent"
+        self, event: AiGovernanceEvent
     ) -> tuple[float, str, dict[str, Any]]:
         """Ollama LLM 推理：治理事件情境 → 建議動作 + 信心度。
 
@@ -254,7 +254,9 @@ class DecisionFusionAdapter:
             "只輸出 CONFIDENCE 和 ACTION 兩行，不要其他解釋。"
         )
 
-        ollama_url = getattr(self._settings, "OLLAMA_URL", "http://192.168.0.111:11434")  # 2026-05-04 ogt: ADR-110 修正 — 111 primary
+        from src.services.ollama_endpoint_resolver import resolve_ollama_endpoint
+
+        ollama_url = resolve_ollama_endpoint("deep_rca")
 
         try:
             async with httpx.AsyncClient(
@@ -320,7 +322,7 @@ class DecisionFusionAdapter:
     # =========================================================================
 
     async def _score_playbook(
-        self, event: "AiGovernanceEvent"
+        self, event: AiGovernanceEvent
     ) -> tuple[float, str | None, float | None]:
         """Playbook 相似度比對 → 取最高 trust_score。
 
@@ -373,7 +375,7 @@ class DecisionFusionAdapter:
     # =========================================================================
 
     async def _score_mcp(
-        self, event: "AiGovernanceEvent"
+        self, event: AiGovernanceEvent
     ) -> tuple[float, dict[str, Any]]:
         """Prometheus 情報採集 → MCP 感官品質分數。
 

apps/api/src/services/decision_manager.py

@@ -21,6 +21,7 @@ Decision Manager - Phase 6.5 非同步決策狀態機
 """
 
 import asyncio
+import html
 import json
 from datetime import UTC, datetime
 from enum import Enum
@@ -55,6 +56,20 @@ def _fire_and_forget(coro) -> asyncio.Task:
     return task
 
 
+def _incident_alertname_for_dedup(incident: Incident) -> str:
+    """Return a stable alert name for Telegram fingerprint dedup."""
+    if incident.signals:
+        signal = incident.signals[0]
+        return (
+            signal.labels.get("alertname")
+            or signal.alert_name
+            or signal.annotations.get("summary")
+            or signal.annotations.get("description")
+            or incident.incident_id
+        )
+    return incident.incident_id
+
+
 def _phase2_fallback_reason(package: Any) -> str | None:
     """Return why a Phase 2 package should continue to Playbook/LLM fallback.
 
@@ -75,6 +90,22 @@ def _phase2_fallback_reason(package: Any) -> str | None:
     return None
 
 
+def _incident_llm_timeout_seconds() -> float:
+    """Return the outer timeout for incident LLM proposals.
+
+    The provider layer already has per-provider timeouts. This outer guard must
+    not be shorter than the GCP Ollama lane, or alert diagnosis will be cut off
+    before the free/local-first route can answer.
+    """
+
+    configured = getattr(settings, "INCIDENT_LLM_TIMEOUT_SECONDS", None)
+    try:
+        timeout = float(configured)
+    except (TypeError, ValueError):
+        timeout = 240.0
+    return max(timeout, float(getattr(settings, "OPENCLAW_TIMEOUT", 30)))
+
+
 def _should_escalate_auto_approve_rejection(reason: Any) -> bool:
     """Return True for manual gates that mean the automation path went blind."""
 
@@ -212,7 +243,7 @@ async def _push_decision_to_telegram(
         # 改成 alertname+target 構造的 fingerprint key + TTL 86400s，同症狀共用 dedup。
         # Incident 真正 RESOLVED/CLOSED 時走 line 220-226 的 status check 提早 return，不影響復發偵測。
         redis = get_redis()
-        _alertname_fp = (incident.title or "unknown").strip().lower().replace(" ", "_")[:60]
+        _alertname_fp = _incident_alertname_for_dedup(incident).strip().lower().replace(" ", "_")[:60]
         _target_fp = (
             incident.affected_services[0] if incident.affected_services else "unknown"
         ).lower()[:40]
@@ -546,6 +577,7 @@ async def _push_decision_to_telegram(
                 alert_category=_alert_category,
                 notification_type=_notification_type,
                 playbook_name=_playbook_name,
+                automation_state=proposal_data.get("automation_state", ""),
             )
 
         # 2026-04-09 Claude Sonnet 4.6: 存 message_id → 後續狀態更新在原訊息延續
@@ -607,7 +639,7 @@ async def _nemoclaw_second_opinion(incident: "Incident", primary_result: dict) -
     """
     MCP Phase 4a: NemoClaw second opinion — 信心 < 0.7 時觸發
     ============================================================
-    用 deepseek-r1:14b (Ollama 188) 對同一份資料做獨立推理，
+    用 deepseek-r1:14b (設定的 Ollama primary) 對同一份資料做獨立推理，
     輸出純文字 advisory_note，不執行任何操作。
 
     2026-04-11 Claude Sonnet 4.6 Asia/Taipei
@@ -666,7 +698,7 @@ async def _generate_playbook_draft_if_new(incident: "Incident") -> None:
     MCP Phase 4c: Playbook 無命中時，自動生成 AI 草稿 Playbook 寫入 KM
     =====================================================================
     - 僅在 KM 中不存在同 alertname 的 Playbook 時觸發（避免重複）
-    - 用 qwen2.5:7b-instruct (Ollama 188) 生成結構化 Playbook 草稿
+    - 用 qwen2.5:7b-instruct (設定的 Ollama primary) 生成結構化 Playbook 草稿
     - 寫入 KnowledgeEntry，status=DRAFT，需人工審核後升為 APPROVED
     - 寫入 AlertOperationLog PLAYBOOK_DRAFT_CREATED 事件
 
@@ -827,7 +859,6 @@ async def _resolve_target_from_k8s(incident: "Incident", namespace: str) -> str
                 reason="alertname 有對應但 keywords=[]，走 fallback 取第一個非 infra pod",
             )
 
-        import re as _re
         for line in pod_lines:
             pod = line.removeprefix("pod/").strip()
             if not pod:
@@ -977,6 +1008,58 @@ def _format_metrics_delta(before: dict, after: dict) -> str:
     return " | ".join(parts)
 
 
+def _clip_telegram_field(value: str | None, limit: int) -> str:
+    """Normalize a short Telegram field without leaking multiline command noise."""
+    text = " ".join(str(value or "").split())
+    if len(text) <= limit:
+        return text
+    return f"{text[: max(0, limit - 3)]}..."
+
+
+def _format_auto_repair_status_line(
+    *,
+    incident_id: str,
+    target: str,
+    action: str,
+    success: bool,
+    error: str = "",
+    metrics_delta_text: str = "",
+) -> str:
+    """Render auto-repair result as a scannable operation card."""
+    safe_incident = html.escape(_clip_telegram_field(incident_id, 40))
+    safe_target = html.escape(_clip_telegram_field(target, 80) or "unknown")
+    safe_action = html.escape(_clip_telegram_field(action, 160) or "已執行")
+    safe_error = html.escape(_clip_telegram_field(error, 180) or "未回傳錯誤")
+
+    if success:
+        delta_line = (
+            f"\n├ 指標：<code>{html.escape(_clip_telegram_field(metrics_delta_text, 120))}</code>"
+            if metrics_delta_text
+            else ""
+        )
+        return (
+            "✅ <b>AUTO RESOLVED｜AI 自動修復完成</b>\n"
+            "──────────────────────\n"
+            f"├ 事件：<code>{safe_incident}</code>\n"
+            f"├ 對象：<code>{safe_target}</code>\n"
+            f"├ 執行：<code>{safe_action}</code>\n"
+            "├ 狀態：自動化已完成，等待後驗證觀察\n"
+            "├ Actor：leWOOOgo autonomous"
+            f"{delta_line}"
+        )
+
+    return (
+        "🧑‍🔧 <b>HANDOFF REQUIRED｜AI 自動修復失敗，已轉人工</b>\n"
+        "──────────────────────\n"
+        f"├ 事件：<code>{safe_incident}</code>\n"
+        f"├ 對象：<code>{safe_target}</code>\n"
+        f"├ 嘗試：<code>{safe_action}</code>\n"
+        f"├ 原因：<code>{safe_error}</code>\n"
+        "├ 狀態：自動化已停止，不再重試\n"
+        "└ 下一步：請 SRE 依 AwoooP Run / 原告警卡處理"
+    )
+
+
 async def _push_auto_repair_result(
     incident: Incident,
     action: str,
@@ -1052,24 +1135,16 @@ async def _push_auto_repair_result(
             except Exception as _k8s_err:
                 logger.debug("k8s_state_after_failed", incident_id=inc_id, error=str(_k8s_err))
 
-        # 2026-05-02 ogt + Claude Sonnet 4.6: 強制標記 [AUTO]，避免事後抵賴
-        # 統帥要求「就算是自動化處理，也要發告警訊息出來」—— 所有自治動作必須留痕，
-        # 且 Telegram 上能明顯與人工點擊區隔。
-        if success:
-            delta_line = f"\n├ 指標: <code>{metrics_delta_text}</code>" if metrics_delta_text else ""
-            status_line = (
-                f"🤖 <b>[AUTO] AI 自動修復完成</b>\n"
-                f"├ 動作: <code>{action[:100] if action else '已執行'}</code>\n"
-                f"├ Actor: leWOOOgo (autonomous)"
-                f"{delta_line}"
-            )
-        else:
-            status_line = (
-                f"🤖❌ <b>[AUTO] AI 自動修復失敗，已升級人工介入</b>\n"
-                f"├ 動作: <code>{action[:80] if action else '未知'}</code>\n"
-                f"├ Actor: leWOOOgo (autonomous)\n"
-                f"└ 錯誤: {error[:100] if error else '未知錯誤'}"
-            )
+        # 2026-05-07 Codex: 自動化結果必須讓 SRE 一眼分辨「已自動解決」或
+        # 「已停止並轉人工」，不能再用 raw command / exception 片段洗版。
+        status_line = _format_auto_repair_status_line(
+            incident_id=inc_id,
+            target=target,
+            action=action,
+            success=success,
+            error=error,
+            metrics_delta_text=metrics_delta_text,
+        )
 
         # BUG-006 修復 2026-04-11: outcome + verification_result 全為 null
         # 原因：_push_auto_repair_result 只送 Telegram，沒寫 DB
@@ -1715,6 +1790,25 @@ class DecisionManager:
                 token.proposal_data["auto_approve_reason"] = auto_decision.reason_detail
                 await self._save_token(token)
 
+                try:
+                    from src.services.awooop_ansible_audit_service import (
+                        record_ansible_decision_audit as _record_ansible_decision_audit,
+                    )
+
+                    _fire_and_forget(
+                        _record_ansible_decision_audit(
+                            incident=incident,
+                            proposal_data=token.proposal_data,
+                            decision_path="auto_execute",
+                            not_used_reason=(
+                                "auto_execute selected existing executor path; "
+                                "Ansible check-mode is not wired yet"
+                            ),
+                        )
+                    )
+                except Exception as _ansible_audit_err:
+                    logger.debug("ansible_decision_audit_schedule_error", error=str(_ansible_audit_err))
+
                 # 觸發自動執行 (非阻塞)
                 _fire_and_forget(
                     self._auto_execute(incident, token)
@@ -1738,6 +1832,24 @@ class DecisionManager:
                             ),
                         )
                     )
+                try:
+                    from src.services.awooop_ansible_audit_service import (
+                        record_ansible_decision_audit as _record_ansible_decision_audit,
+                    )
+
+                    _fire_and_forget(
+                        _record_ansible_decision_audit(
+                            incident=incident,
+                            proposal_data=token.proposal_data,
+                            decision_path="manual_approval",
+                            not_used_reason=(
+                                "manual approval required; Ansible check-mode "
+                                "is not wired to approval execution yet"
+                            ),
+                        )
+                    )
+                except Exception as _ansible_audit_err:
+                    logger.debug("ansible_decision_audit_schedule_error", error=str(_ansible_audit_err))
                 _fire_and_forget(
                     _push_decision_to_telegram(incident, token.proposal_data)
                 )
@@ -1858,14 +1970,14 @@ class DecisionManager:
         try:
             from src.core.feature_flags import aiops_flags as _p6_flags
             if _p6_flags.is_sub_flag_enabled("AIOPS_P6_SELF_DEMOTION"):
-                from src.db.base import get_session_factory as _p6_sf
+                from src.db.base import get_db_context as _p6_db_context
                 from src.db.models import AiGovernanceEvent as _GovernanceEvent
                 from sqlalchemy import select as _p6_select, func as _p6_func
                 from datetime import timedelta as _p6_td
 
                 _now = __import__("src.utils.timezone", fromlist=["now_taipei"]).now_taipei()
 
-                async with _p6_sf()() as _p6_sess:
+                async with _p6_db_context() as _p6_sess:
                     # 過去 7 天有幾筆未解決的 slo_violation？
                     _viol_7d_q = await _p6_sess.execute(
                         _p6_select(_p6_func.count()).where(
@@ -1905,8 +2017,8 @@ class DecisionManager:
                     )
                     # 記錄保守模式事件
                     try:
-                        from src.db.base import get_session_factory as _p6_sf2
-                        async with _p6_sf2()() as _s2:
+                        from src.db.base import get_db_context as _p6_db_context2
+                        async with _p6_db_context2() as _s2:
                             _s2.add(_GovernanceEvent(
                                 event_type="conservative_mode",
                                 details={
@@ -1946,8 +2058,8 @@ class DecisionManager:
                             _push_decision_to_telegram(incident, token.proposal_data)
                         )
                         try:
-                            from src.db.base import get_session_factory as _p6_sf3
-                            async with _p6_sf3()() as _s3:
+                            from src.db.base import get_db_context as _p6_db_context3
+                            async with _p6_db_context3() as _s3:
                                 _s3.add(_GovernanceEvent(
                                     event_type="self_demotion",
                                     details={
@@ -2694,9 +2806,10 @@ class DecisionManager:
             if context_parts:
                 llm_expert_context["diagnosis_context"] = "\n\n".join(context_parts)
 
-            # GAP-B4 (2026-04-14 Claude Sonnet 4.6): LLM 25s hard timeout，
-            # 比外層 decide() 30s wait_for 更嚴格，留 5s 給 YAML risk override + NemoClaw second opinion
-            # Timeout → 明確 llm_timeout_fallback 日誌，返回 expert_result 而非等外層觸發
+            # 2026-05-06 Codex: The alert goal is resolution quality, not a
+            # fast-but-paid card. The outer guard is configurable and must allow
+            # the GCP-A → GCP-B → 111 Ollama lane to finish before cloud backup.
+            llm_timeout_seconds = _incident_llm_timeout_seconds()
             llm_result, provider, success = await asyncio.wait_for(
                 self._openclaw.generate_incident_proposal_with_tools(
                     incident_id=incident.incident_id,
@@ -2705,7 +2818,7 @@ class DecisionManager:
                     affected_services=incident.affected_services,
                     expert_context=llm_expert_context if llm_expert_context else None,
                 ),
-                timeout=25.0,
+                timeout=llm_timeout_seconds,
             )
 
             if success and llm_result:
@@ -2772,7 +2885,7 @@ class DecisionManager:
             logger.warning(
                 "llm_timeout_fallback",
                 incident_id=incident.incident_id,
-                timeout_sec=25.0,
+                timeout_sec=llm_timeout_seconds,
                 action="降級 Expert System",
             )
         except Exception as e:
@@ -2923,6 +3036,52 @@ class DecisionManager:
 
         return None
 
+    async def _find_existing_tokens_for_incidents(
+        self,
+        incident_ids: list[str],
+    ) -> dict[str, DecisionToken]:
+        """
+        批次查找現有決策令牌。
+
+        2026-05-06 Codex: GET /api/v1/incidents 是前端輪詢路徑，不可對每個
+        incident 都掃描一次 decision:*。這裡只掃一次 Redis keyspace，避免
+        200+ incidents 時形成 O(N×M) 延遲與前端控制台卡死。
+        """
+        wanted = set(incident_ids)
+        if not wanted:
+            return {}
+
+        import json
+
+        redis_client = get_redis()
+        found: dict[str, DecisionToken] = {}
+        cursor = 0
+        while True:
+            cursor, keys = await redis_client.scan(
+                cursor=cursor,
+                match=f"{DECISION_TOKEN_PREFIX}*",
+                count=500,
+            )
+
+            for key in keys:
+                try:
+                    data = await redis_client.get(key)
+                    if not data:
+                        continue
+                    token_data = json.loads(data)
+                    incident_id = token_data.get("incident_id")
+                    if incident_id in wanted and incident_id not in found:
+                        found[incident_id] = DecisionToken.from_dict(token_data)
+                        if len(found) == len(wanted):
+                            return found
+                except Exception:
+                    continue
+
+            if cursor == 0:
+                break
+
+        return found
+
     async def _persist_decision_to_db(
         self, incident_id: str, proposal_data: dict
     ) -> None:
@@ -3236,7 +3395,7 @@ class DecisionManager:
                         # 與 line 217-218 同邏輯，避免 pod restart resend 路徑繞過 fingerprint dedup。
                         # 原本 telegram_sent:{incident_id} TTL 600s 早就過期 → 重啟必重發；
                         # 改 fingerprint + 24h TTL → 同症狀 24h 內任何 INC ID 都不會重推。
-                        _alertname_fp = (getattr(incident, "title", None) or "unknown").strip().lower().replace(" ", "_")[:60]
+                        _alertname_fp = _incident_alertname_for_dedup(incident).strip().lower().replace(" ", "_")[:60]
                         _affected = getattr(incident, "affected_services", None) or []
                         _target_fp = (_affected[0] if _affected else "unknown").lower()[:40]
                         dedup_key = f"telegram_sent:fp:{_alertname_fp}:{_target_fp}"
@@ -3443,6 +3602,8 @@ class DecisionManager:
                 token.proposal_data["decision_state"] = DecisionState.READY.value
                 token.proposal_data["auto_executed"] = False
                 token.proposal_data["mcp_all_failed"] = True
+                if _tool == "ssh_diagnose":
+                    token.proposal_data["automation_state"] = "diagnosis_failed_manual_required"
                 await self._save_token(token)
                 _fire_and_forget(
                     _escalate_decision_auto_repair_unavailable(
@@ -3452,14 +3613,15 @@ class DecisionManager:
                         attempted_actions=f"decision_manager._ssh_execute -> {_tool}",
                     )
                 )
-                _fire_and_forget(
-                    _push_auto_repair_result(
-                        incident,
-                        action,
-                        success=False,
-                        error=token.error,
+                if _tool != "ssh_diagnose":
+                    _fire_and_forget(
+                        _push_auto_repair_result(
+                            incident,
+                            action,
+                            success=False,
+                            error=token.error,
+                        )
                     )
-                )
                 _fire_and_forget(_push_decision_to_telegram(incident, token.proposal_data))
                 return
 
@@ -3469,6 +3631,7 @@ class DecisionManager:
                 token.proposal_data["auto_executed"] = False
                 token.proposal_data["ssh_diagnosis_collected"] = True
                 token.proposal_data["ssh_diagnosis_preview"] = output_preview
+                token.proposal_data["automation_state"] = "diagnosis_collected_manual_required"
                 await self._save_token(token)
                 _fire_and_forget(
                     _escalate_decision_auto_repair_unavailable(

apps/api/src/services/drift_interpreter.py

@@ -17,11 +17,12 @@ Drift Interpreter - Phase 25 P2 Config Drift Detection
 from __future__ import annotations
 
 import json
+import re
 from typing import TYPE_CHECKING
 
 import structlog
 
-from src.models.drift import DriftIntent, DriftInterpretation, DriftItem
+from src.models.drift import DriftIntent, DriftInterpretation
 
 if TYPE_CHECKING:
     from src.models.drift import DriftReport
@@ -52,6 +53,58 @@ _INTENT_PROMPT_TEMPLATE = """你是 AWOOOI GitOps 守門員，請分析以下 K8
 """
 
 
+def _strip_think_blocks(text: str) -> str:
+    """移除 qwen/deepseek 類模型常見的 <think> 推理段。"""
+    return re.sub(r"<think>[\s\S]*?</think>", "", text, flags=re.IGNORECASE).strip()
+
+
+def _extract_first_json_object(text: str) -> dict | None:
+    """
+    從 LLM 回應中擷取第一個 JSON object。
+
+    Ollama qwen3/deepseek 常會在 JSON 前後加 `<think>` 或短句；這些文字不應
+    讓 drift intent 直接降級成 UNKNOWN。
+    """
+    cleaned = _strip_think_blocks(text)
+
+    candidates = [cleaned]
+    candidates.extend(match.group(1).strip() for match in re.finditer(r"```(?:json)?\s*([\s\S]+?)```", cleaned))
+
+    start = cleaned.find("{")
+    if start >= 0:
+        in_string = False
+        escaped = False
+        depth = 0
+        for idx, ch in enumerate(cleaned[start:], start=start):
+            if escaped:
+                escaped = False
+                continue
+            if ch == "\\":
+                escaped = True
+                continue
+            if ch == '"':
+                in_string = not in_string
+                continue
+            if in_string:
+                continue
+            if ch == "{":
+                depth += 1
+            elif ch == "}":
+                depth -= 1
+                if depth == 0:
+                    candidates.append(cleaned[start : idx + 1])
+                    break
+
+    for candidate in candidates:
+        try:
+            data = json.loads(candidate)
+        except Exception:
+            continue
+        if isinstance(data, dict):
+            return data
+    return None
+
+
 class NemotronDriftInterpreter:
     """
     使用 Nemotron 分析漂移意圖
@@ -62,7 +115,7 @@ class NemotronDriftInterpreter:
     ❌ 不直接呼叫 kubectl 或 git
     """
 
-    async def analyze(self, report: "DriftReport") -> DriftInterpretation:
+    async def analyze(self, report: DriftReport) -> DriftInterpretation:
         """
         分析漂移意圖
 
@@ -85,7 +138,7 @@ class NemotronDriftInterpreter:
         result = await self._call_nemotron(prompt)
         return result
 
-    def _format_diff_for_prompt(self, report: "DriftReport") -> str:
+    def _format_diff_for_prompt(self, report: DriftReport) -> str:
         """格式化 diff 給 Nemotron 分析用"""
         lines = []
         for item in report.items[:10]:  # 最多 10 項避免 token 過多
@@ -111,7 +164,17 @@ class NemotronDriftInterpreter:
         try:
             from src.services.openclaw import get_openclaw
             openclaw = get_openclaw()
-            response_text, _provider, success = await openclaw.call(prompt)
+            response_text, _provider, success = await openclaw.call(
+                prompt,
+                alert_context={
+                    "intent_hint": "config",
+                    "task_type": "diagnose",
+                    "enforce_ollama_first": True,
+                    "allow_gcp_heavy_model": True,
+                    "target_resource": "config-drift",
+                    "alert_type": "ConfigDriftInternalScan",
+                },
+            )
 
             if not success or not response_text:
                 logger.warning("drift_interpreter_openclaw_failed", provider=_provider)
@@ -125,19 +188,9 @@ class NemotronDriftInterpreter:
 
     def _parse_response(self, text: str) -> DriftInterpretation:
         """解析 Nemotron JSON 回應"""
-        try:
-            # 嘗試直接解析
-            data = json.loads(text)
-        except Exception:
-            try:
-                import re
-                match = re.search(r"```(?:json)?\s*([\s\S]+?)```", text)
-                if match:
-                    data = json.loads(match.group(1))
-                else:
-                    return self._unknown_result("無法解析 JSON")
-            except Exception:
-                return self._unknown_result("JSON 解析失敗")
+        data = _extract_first_json_object(text)
+        if data is None:
+            return self._unknown_result("無法解析 JSON")
 
         try:
             intent_str = data.get("intent", "unknown")

apps/api/src/services/drift_narrator_service.py

@@ -33,10 +33,11 @@ logger = structlog.get_logger(__name__)
 # ============================================================
 # 設定
 # ============================================================
-# 2026-05-03 ogt: ADR-110 GCP-A Primary — 改從 settings 讀取，不再硬編碼 111
+# 2026-05-05 Codex: 重摘要走 111 lane，避免污染 GCP alert-fast lane
 def _get_ollama_url() -> str:
-    from src.core.config import get_settings
-    return get_settings().OLLAMA_URL
+    from src.services.ollama_endpoint_resolver import resolve_ollama_endpoint
+
+    return resolve_ollama_endpoint("deep_rca")
 # D1 集中化 2026-04-11: 從 models.json providers.ollama.models.drift_summary 讀取
 NARRATOR_MODEL = get_model("ollama", "drift_summary")
 NARRATOR_TIMEOUT = 90.0  # seconds
@@ -120,8 +121,8 @@ class DriftNarratorService:
 
     async def narrate_and_notify(
         self,
-        report: "DriftReport",
-        interpretation: "DriftInterpretation | None" = None,
+        report: DriftReport,
+        interpretation: DriftInterpretation | None = None,
     ) -> None:
         """
         生成人話摘要並推送 Telegram
@@ -147,7 +148,13 @@ class DriftNarratorService:
         # 2026-04-18 B 方案: LLM 同時產 narrative + 結構化 items（取代 str()[:30]）
         # 2026-04-20 P0.2: 追加 recommendation（action/confidence/reason）
         narrative, items, recommendation = await self._generate_narrative_and_items(report, interpretation)
-        await self._send_telegram(report, narrative, items, recommendation)
+        repeat_state = None
+        try:
+            from src.repositories.drift_repository import get_drift_repository
+            repeat_state = await get_drift_repository().get_repeat_state(report)
+        except Exception as e:
+            logger.warning("drift_repeat_state_lookup_failed", report_id=report.report_id, error=str(e))
+        await self._send_telegram(report, narrative, items, recommendation, repeat_state)
 
         # 寫入 DB narrative_text (Phase 30 ADR-067)
         try:
@@ -166,7 +173,7 @@ class DriftNarratorService:
             medium=report.medium_count,
         )
 
-    def _should_narrate(self, report: "DriftReport") -> bool:
+    def _should_narrate(self, report: DriftReport) -> bool:
         """觸發條件：high >= 1 or medium >= 3"""
         # 過濾 HPA 白名單後重算
         non_hpa_items = [
@@ -180,8 +187,8 @@ class DriftNarratorService:
 
     async def _generate_narrative_and_items(
         self,
-        report: "DriftReport",
-        interpretation: "DriftInterpretation | None",
+        report: DriftReport,
+        interpretation: DriftInterpretation | None,
     ) -> tuple[str, list[dict], dict]:
         """
         2026-04-18 ogt + Claude Opus 4.7: B 方案 — LLM 產生 narrative + 結構化 items
@@ -354,8 +361,8 @@ class DriftNarratorService:
 
     def _fallback_recommendation(
         self,
-        report: "DriftReport",
-        interpretation: "DriftInterpretation | None",
+        report: DriftReport,
+        interpretation: DriftInterpretation | None,
     ) -> dict:
         """
         2026-04-20 P0.2 ogt + Claude Opus 4.7: LLM 沒給 recommendation 時的 Python fallback
@@ -397,7 +404,7 @@ class DriftNarratorService:
 
     async def _log_ai_action_to_db(
         self,
-        report: "DriftReport",
+        report: DriftReport,
         prompt: str,
         raw_response: str | None,
         narrative: str,
@@ -416,7 +423,9 @@ class DriftNarratorService:
         - 若能找到該 drift 的 incident 關聯,設 parent_op_id
         """
         import json as _json
+
         from sqlalchemy import text as _sql
+
         from src.db.base import get_db_context
 
         input_json = _json.dumps({
@@ -511,7 +520,7 @@ class DriftNarratorService:
                 items_count=len(items),
             )
 
-    def _format_drift_for_llm(self, report: "DriftReport") -> str:
+    def _format_drift_for_llm(self, report: DriftReport) -> str:
         """
         2026-04-18 ogt + Claude Opus 4.7: B 方案 — 餵 LLM 用的 JSON 序列化
         保留更多原始 context 給 LLM 推理,不做 30 字元暴力截斷
@@ -582,7 +591,7 @@ class DriftNarratorService:
         # 一般變化
         return f"{from_val} → {to_val}"
 
-    def _fallback_items(self, report: "DriftReport") -> list[dict]:
+    def _fallback_items(self, report: DriftReport) -> list[dict]:
         """
         LLM 失敗時的 Python 智能摘要 (取代舊 str()[:30])
         - 過濾白名單
@@ -605,7 +614,7 @@ class DriftNarratorService:
             })
         return items
 
-    def _format_intent_summary(self, interpretation: "DriftInterpretation | None") -> str:
+    def _format_intent_summary(self, interpretation: DriftInterpretation | None) -> str:
         if not interpretation:
             return "無意圖分析"
         return (
@@ -616,8 +625,8 @@ class DriftNarratorService:
 
     def _fallback_narrative(
         self,
-        report: "DriftReport",
-        interpretation: "DriftInterpretation | None",
+        report: DriftReport,
+        interpretation: DriftInterpretation | None,
     ) -> str:
         """LLM 失敗時的結構化 fallback"""
         resources = list({
@@ -636,10 +645,11 @@ class DriftNarratorService:
 
     async def _send_telegram(
         self,
-        report: "DriftReport",
+        report: DriftReport,
         narrative: str,
         items: list[dict],
         recommendation: dict | None = None,
+        repeat_state: dict | None = None,
     ) -> None:
         """
         推送 TYPE-4D Config Drift 卡片（ADR-075）+ B 方案智能摘要
@@ -651,7 +661,7 @@ class DriftNarratorService:
         """
         from src.services.telegram_gateway import get_telegram_gateway
 
-        diff_summary = self._render_telegram_body(report, narrative, items, recommendation)
+        diff_summary = self._render_telegram_body(report, narrative, items, recommendation, repeat_state)
 
         try:
             tg = get_telegram_gateway()
@@ -667,7 +677,7 @@ class DriftNarratorService:
         except Exception as e:
             logger.warning("drift_narrator_telegram_error", error=str(e))
 
-    def _count_nontrivial_drift(self, report: "DriftReport") -> int:
+    def _count_nontrivial_drift(self, report: DriftReport) -> int:
         """
         計算非白名單、非 trivial (K8s 自動補齊) 的 drift 數
         用於 Telegram 底部「還有 N 項」顯示實際可操作數量
@@ -704,10 +714,11 @@ class DriftNarratorService:
 
     def _render_telegram_body(
         self,
-        report: "DriftReport",
+        report: DriftReport,
         narrative: str,
         items: list[dict],
         recommendation: dict | None = None,
+        repeat_state: dict | None = None,
     ) -> str:
         """
         組裝 Telegram 卡片 body（B 方案格式 + P0.2 AI 推薦）
@@ -738,6 +749,10 @@ class DriftNarratorService:
             }.get(_act, _act)
             lines.append(f"🎯 AI 建議：{_emoji_action} ({int(_conf * 100)}%) — {_reason}\n")
 
+        repeat_line = self._render_repeat_state(repeat_state)
+        if repeat_line:
+            lines.append(f"{repeat_line}\n")
+
         lines.append(f"🤖 AI 研判\n{narrative}\n")
 
         # 用非 trivial + 非白名單 的實際可操作數顯示
@@ -758,6 +773,23 @@ class DriftNarratorService:
 
         return "\n".join(lines)
 
+    def _render_repeat_state(self, repeat_state: dict | None) -> str:
+        """Render operator-visible repeat/stage metadata for Telegram."""
+        if not repeat_state:
+            return ""
+        fingerprint = str(repeat_state.get("fingerprint") or "unknown")
+        occurrences = int(repeat_state.get("occurrences_12h") or 0)
+        window_hours = int(repeat_state.get("window_hours") or 12)
+        stage = str(repeat_state.get("operator_stage") or "unknown")
+        if occurrences <= 1:
+            repeat_text = f"{window_hours}h 內首次出現"
+        else:
+            repeat_text = f"{window_hours}h 內第 {occurrences} 次同指紋"
+        return (
+            "流程: drift_scanned → ai_analyzed → "
+            f"{stage}\n重複: {repeat_text}\n指紋: {fingerprint}"
+        )
+
 
 # ============================================================
 # Singleton

apps/api/src/services/drift_repeat_state.py

@@ -0,0 +1,180 @@
+"""Stable repeat identity for Config Drift reports.
+
+The drift scanner emits a fresh ``report_id`` for every run. Operators need a
+stable identity that answers whether two reports describe the same drift, not
+just whether they have the same HIGH/MEDIUM/INFO counts.
+"""
+
+from __future__ import annotations
+
+import hashlib
+import json
+from datetime import datetime, timedelta, timezone
+from typing import Any
+
+
+SCHEMA_VERSION = "drift_repeat_state_v1"
+FINGERPRINT_VERSION = "drift_fingerprint_v1"
+
+
+def _get(obj: Any, key: str, default: Any = None) -> Any:
+    if isinstance(obj, dict):
+        return obj.get(key, default)
+    return getattr(obj, key, default)
+
+
+def _enum_value(value: Any) -> Any:
+    return getattr(value, "value", value)
+
+
+def _jsonable(value: Any) -> Any:
+    value = _enum_value(value)
+    if isinstance(value, dict):
+        return {str(k): _jsonable(v) for k, v in value.items()}
+    if isinstance(value, list):
+        return [_jsonable(v) for v in value]
+    if isinstance(value, tuple):
+        return [_jsonable(v) for v in value]
+    if isinstance(value, datetime):
+        return value.isoformat()
+    return value
+
+
+def _canonical_json(value: Any) -> str:
+    return json.dumps(
+        _jsonable(value),
+        ensure_ascii=False,
+        sort_keys=True,
+        separators=(",", ":"),
+        default=str,
+    )
+
+
+def _parse_datetime(value: Any) -> datetime | None:
+    if value is None:
+        return None
+    if isinstance(value, datetime):
+        parsed = value
+        if parsed.tzinfo is not None:
+            return parsed.astimezone(timezone.utc).replace(tzinfo=None)
+        return parsed
+    if isinstance(value, str):
+        try:
+            parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
+            if parsed.tzinfo is not None:
+                return parsed.astimezone(timezone.utc).replace(tzinfo=None)
+            return parsed
+        except ValueError:
+            return None
+    return None
+
+
+def _iso(value: Any) -> str | None:
+    parsed = _parse_datetime(value)
+    return parsed.isoformat() if parsed else None
+
+
+def drift_item_identity(item: Any) -> dict[str, Any]:
+    """Return the stable fields that define one drift item."""
+    return {
+        "resource_kind": str(_get(item, "resource_kind", "")),
+        "resource_name": str(_get(item, "resource_name", "")),
+        "namespace": str(_get(item, "namespace", "")),
+        "field_path": str(_get(item, "field_path", "")),
+        "drift_level": str(_enum_value(_get(item, "drift_level", ""))),
+        "git_value": _jsonable(_get(item, "git_value")),
+        "actual_value": _jsonable(_get(item, "actual_value")),
+        "is_allowlisted": bool(_get(item, "is_allowlisted", False)),
+    }
+
+
+def build_drift_fingerprint(namespace: str, items: list[Any]) -> str:
+    """Build a deterministic fingerprint from namespace + sorted drift items."""
+    identities = [drift_item_identity(item) for item in items]
+    identities.sort(key=_canonical_json)
+    payload = {
+        "version": FINGERPRINT_VERSION,
+        "namespace": namespace,
+        "items": identities,
+    }
+    digest = hashlib.sha256(_canonical_json(payload).encode("utf-8")).hexdigest()
+    return f"dfp_{digest[:16]}"
+
+
+def _report_identity(report: Any) -> dict[str, Any]:
+    items = _get(report, "items", []) or []
+    namespace = str(_get(report, "namespace", ""))
+    return {
+        "report_id": _get(report, "report_id"),
+        "namespace": namespace,
+        "status": str(_enum_value(_get(report, "status", ""))),
+        "scanned_at": _get(report, "scanned_at"),
+        "created_at": _get(report, "created_at"),
+        "fingerprint": build_drift_fingerprint(namespace, list(items)),
+    }
+
+
+def build_drift_repeat_state(
+    report: Any,
+    recent_reports: list[Any],
+    *,
+    window_hours: int = 12,
+    max_reports: int = 20,
+) -> dict[str, Any]:
+    """Summarize repeat state for one drift report using stable fingerprints."""
+    current = _report_identity(report)
+    current_time = (
+        _parse_datetime(current.get("scanned_at"))
+        or _parse_datetime(current.get("created_at"))
+        or datetime.now()
+    )
+    cutoff = current_time - timedelta(hours=window_hours)
+
+    by_id: dict[str, dict[str, Any]] = {}
+    for candidate in [report, *recent_reports]:
+        identity = _report_identity(candidate)
+        report_id = str(identity.get("report_id") or "")
+        if not report_id:
+            continue
+        candidate_time = (
+            _parse_datetime(identity.get("scanned_at"))
+            or _parse_datetime(identity.get("created_at"))
+        )
+        if candidate_time is not None and candidate_time < cutoff:
+            continue
+        if identity["fingerprint"] != current["fingerprint"]:
+            continue
+        by_id[report_id] = identity
+
+    matches = sorted(
+        by_id.values(),
+        key=lambda row: (
+            _parse_datetime(row.get("scanned_at"))
+            or _parse_datetime(row.get("created_at"))
+            or datetime.min
+        ),
+    )
+    first = matches[0] if matches else current
+    last = matches[-1] if matches else current
+    status = current.get("status") or "unknown"
+    operator_stage = "pending_human" if status == "pending" else str(status)
+
+    return {
+        "schema_version": SCHEMA_VERSION,
+        "fingerprint": current["fingerprint"],
+        "matching_strategy": "namespace_and_stable_items_v1",
+        "window_hours": window_hours,
+        "occurrences_12h": len(matches),
+        "first_scanned_at": _iso(first.get("scanned_at") or first.get("created_at")),
+        "last_scanned_at": _iso(last.get("scanned_at") or last.get("created_at")),
+        "operator_stage": operator_stage,
+        "reports": [
+            {
+                "report_id": row.get("report_id"),
+                "scanned_at": _iso(row.get("scanned_at")),
+                "created_at": _iso(row.get("created_at")),
+                "status": row.get("status"),
+            }
+            for row in reversed(matches[-max_reports:])
+        ],
+    }

apps/api/src/services/dynamic_baseline_service.py

@@ -71,7 +71,7 @@ class BaselineState:
         }
 
     @classmethod
-    def from_dict(cls, d: dict[str, Any]) -> "BaselineState":
+    def from_dict(cls, d: dict[str, Any]) -> BaselineState:
         return cls(
             metric_name=d["metric_name"],
             mean=d["mean"],
@@ -250,6 +250,7 @@ class DynamicBaselineService:
     ) -> list[MetricDatapoint]:
         """從 Prometheus query_range API 抓取歷史資料（1h 步進）。"""
         import httpx
+
         from src.core.config import settings
 
         end_ts = now_taipei().timestamp()
@@ -314,7 +315,7 @@ class DynamicBaselineService:
                 seasonal="add" if len(arr) >= seasonal_periods * 2 else None,
                 seasonal_periods=seasonal_periods,
                 initialization_method="estimated",
-            ).fit(optimized=True, disp=False)
+            ).fit(optimized=True)
 
             fitted = model.fittedvalues
             residuals = arr - fitted
@@ -423,11 +424,10 @@ class DynamicBaselineService:
     async def _pg_upsert_baseline(self, state: BaselineState, promql: str, lookback_hours: int) -> None:
         """寫入 DynamicBaselineRecord 到 PostgreSQL（INSERT，不更新舊記錄）"""
         try:
-            from src.db.base import get_session_factory
+            from src.db.base import get_db_context
             from src.db.models import DynamicBaselineRecord
 
-            factory = get_session_factory()
-            async with factory() as session:
+            async with get_db_context() as session:
                 record = DynamicBaselineRecord(
                     metric_name=state.metric_name,
                     mean=state.mean,
@@ -447,11 +447,11 @@ class DynamicBaselineService:
         """從 PostgreSQL 載入最新一筆基線記錄"""
         try:
             from sqlalchemy import select
-            from src.db.base import get_session_factory
+
+            from src.db.base import get_db_context
             from src.db.models import DynamicBaselineRecord
 
-            factory = get_session_factory()
-            async with factory() as session:
+            async with get_db_context() as session:
                 stmt = (
                     select(DynamicBaselineRecord)
                     .where(DynamicBaselineRecord.metric_name == metric_name)