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Author SHA1 Message Date
OG T
d77b2add73 fix(review): 首席架構師 Code Review 修補 — I1 get_incident_type 邏輯修正 + 測試補全
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Code Review 發現 2 個 Critical + 2 個 Important 問題：

Critical：
- rule.id 語意為「規則識別符」，與 incident_type 命名空間不同，不可混用
  移除 rule_id fallback 路徑，YAML 匹配無 incident_type 時 fall through 靜態 dict
- get_incident_type() 關鍵路徑無測試覆蓋
  新增 test_get_incident_type.py：11 測試、4 類別（靜態/YAML優先/YAML錯誤/custom）全過

Important：
- ALERTNAME_TO_TYPE deferred import 移至模組頂層（無 circular 風險）
- alert_types.py TODO 過期 → 更新為 I1 整合後正確說明

技術債記錄：NetworkPolicy ArgoCD egress ClusterIP 10.43.16.201/32 需 ArgoCD 重裝後更新

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 21:33:19 +08:00
OG T
b2dfcf9b0d fix(telegram): safety guard 攔截改發人工審核卡片，不再發 ❌ 失敗訊息 
問題：AI 無法確認 deployment name 時，每次告警都發一條
「❌ 自動修復失敗 kubectl scale deployment unknown」的垃圾訊息

修復：
- safety guard 攔截 → token.state 回 READY（非 ERROR）
- 改呼叫 _push_decision_to_telegram，發 TYPE-4 人工審核卡片
- mcp_all_failed=True 讓 classify_notification 選 TYPE-4
- K8s 找不到 target 的路徑同樣處理

效果：統帥看到的是「需要人工介入的審核卡片」而非「修復失敗」錯誤訊息

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 21:33:19 +08:00
OG T
615822dcf3 feat(I1): ADR-064 Rule Engine 整合 — 動態推斷 incident_type
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Details 
- alert_rule_engine.py: 新增 get_incident_type(alertname)
  優先從 YAML 規則 match.alertname 查找 incident_type/rule_id
  Fallback: ALERTNAME_TO_TYPE 靜態 dict → "custom"
- webhooks.py: alert_type 改用 get_incident_type(alertname)
  取代 ALERTNAME_TO_TYPE.get() 靜態查找
- YAML 規則 19 條 alertname 覆蓋自動生效（無需手改 dict）
- 新 alertname 觸發 generic_fallback → auto_generate_rule() 後自動加入 YAML

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 21:21:41 +08:00
OG T
1ede9f933f refactor(M3): alertname_to_type 抽至 src/constants/alert_types.py
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- 新增 src/constants/__init__.py + alert_types.py
- ALERTNAME_TO_TYPE 常數（56 筆）從 webhooks.py 內聯 dict 遷移至模組
- webhooks.py 改用 ALERTNAME_TO_TYPE.get(alertname, "custom")
- TODO I1: 下 Sprint 整合 ADR-064 Rule Engine 動態推斷（此為中間狀態）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 21:19:52 +08:00
OG T
f2c18c4e63 feat(D1): models.json 集中化 — ADR-067 五大 Ollama 應用 hardcode 消除
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Details 
- models.json v1.3.0: providers.ollama.models 新增 9 個 purpose keys
  (drift_summary/drift_intent/log_anomaly/nemoclaw/playbook_draft/
   code_review/embedding/rag_generate/image_analysis)
- drift_narrator_service: NARRATOR_MODEL → get_model("ollama","drift_summary")
- drift_interpreter: MODEL → get_model("ollama","drift_intent")
- log_summary_service: SUMMARY_MODEL → get_model("ollama","log_anomaly")
- local_code_review_service: _MODEL_OLLAMA → get_model("ollama","code_review")
- image_analysis_service: _MODEL → get_model("ollama","image_analysis")
- decision_manager: nemoclaw + playbook_draft 兩處 → get_model()
- embedding_service: get_embedding_service() factory → get_model("ollama","embedding")
- knowledge_service: OllamaEmbeddingService(model=...) → get_model()

所有模型名稱現在統一由 models.json 管理，修改模型只需改一個檔案。
LOGBOOK 更新：D1 完成 + B2 已完成確認

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:45:53 +08:00
OG T
82e1c05df8 fix(review): Code Review C1/C2/I2/M2 修補
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C1 drift_interpreter: 寫死 192.168.0.111 → settings.OLLAMA_URL
  違反 feedback_frontend_internal_ip_ban 鐵律（後端 service 層同樣禁止寫死內網 IP）

C2 km_conversion_service: BUG-004 補同步 Redis Working Memory vectorized 欄位
  原修復只更新 DB，Redis incident:{id} JSON 的 vectorized 未同步
  → 審計查 Redis 仍顯示 False，fly-wheel 閉環指標仍不準
  修復：DB 更新後 GET → JSON patch vectorized=True → SET（保留原 TTL）

I2 decision_manager: _ALERTNAME_KEYWORDS HostHighDiskUsage→HostOutOfDiskSpace
  + 補 DockerContainerExited
  + fallback 路徑加 debug log

M2 decision_manager: import json as _json 從 for 迴圈移至方法頂部

docs: ADR-072 新增 Code Review 發現與技術債記錄

2026-04-11 Claude Sonnet 4.6 Asia/Taipei

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:36:59 +08:00
OG T
e447f97616 fix(telegram): 接通 classify_notification + 修復 HostBackupFailed 亂送按鈕 
三個問題同時修復：

1. classify_notification() 死程式碼接通
   - _push_decision_to_telegram() 現在先呼叫 classify_notification()
   - TYPE-1 (純資訊) → send_info_notification()，無按鈕
   - TYPE-4D (Config Drift) → send_drift_card()
   - 其餘 TYPE-2/3/4 → send_approval_card()（原有按鈕）
   - decision_state + auto_executed 從呼叫端注入 proposal_data

2. alert_rules.yaml 補 host_backup_failed 規則
   - HostBackupFailed / VeleroBackupFailed / VeleroBackupNotRun → NO_ACTION
   - 不再走 generic_fallback → 不再產生 kubectl rollout restart deployment/backup

3. _verify_k8s_deployment_exists() 主機層告警不再保守放行
   - Host*/Docker*/Backup*/Velero*/SSH* 前綴告警 → K8s MCP 不可用時 return False
   - _auto_execute() 收到 NO_ACTION 或空 kubectl_command → 早退，不執行

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:35:48 +08:00
OG T
f34fe19134 fix(aiops): ADR-072 BUG-008 alertname_to_type 9→56 筆
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從 9 筆靜態 map 擴充至完整涵蓋 alerts-unified.yml 全 42 個 alertname：
- host_alerts: HostDown/HostHighCpuLoad/HostOutOfMemory/HostOutOfDiskSpace/HostBackupFailed
- k8s: K3sNodeNotReady/KubePodCrashLooping/KubeDeploymentReplicasMismatch/Velero* (8筆)
- database: PostgreSQL*/Redis* (10 筆)
- service_alerts: *Down (8 筆)
- external: *Down/SSLExpiring (5 筆)
- alert_chain: AlertChainBroken*/NoAlerts/Unhealthy (4 筆)
- docker_health: DockerContainerUnhealthy/Exited (2 筆)
- auto_repair: AutoRepairLowSuccessRate/PermanentFixRequired (2 筆)
- 舊版相容: HighCPUUsage/HighMemoryUsage/DiskSpaceLow/SSLCertExpiringSoon/TargetDown

預期效果: 69/112 incidents "custom" → 大幅降低，HostHighCpuLoad → "host_cpu"

BUG-007 確認不需修: alerts-unified.yml 全 42 規則均已有 severity label

2026-04-11 Claude Sonnet 4.6 Asia/Taipei

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:29:34 +08:00
OG T
5aa0244c9a fix(aiops): ADR-072 P1 Bug 修復 — BUG-004/005/006
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BUG-004 KM vectorization 108/112 = False:
  km_conversion_service: KM entry 建立後（embedding 已背景觸發），
  補寫 incidents.vectorized = True，飛輪閉環（ADR-068）學習指標正常

BUG-005 15 ready decisions 無人審核:
  decision_manager: 新增 resend_stale_ready_tokens()，
  掃描 Redis decision:* key，找出 state=ready 且 dedup_key 過期的 token，
  重新推送 Telegram 審核卡片
  main.py: lifespan startup 排程 resend_stale_ready_tokens()（asyncio.create_task 非阻塞）

BUG-006 outcome/verification_result 全 null:
  _push_auto_repair_result: Telegram 推送前先寫入
  incidents.outcome + incidents.verification_result 到 DB

2026-04-11 Claude Sonnet 4.6 Asia/Taipei

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:24:41 +08:00
OG T
2185e1755c fix(aiops): ADR-072 P0 Bug 修復 — BUG-001/002/003
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BUG-001 drift_interpreter: nvidia_provider 已重構為 NvidiaProviderResult 物件（非 4-tuple）
  → 改用 Ollama httpx 直接呼叫 qwen2.5:7b-instruct，繞過 nvidia_provider
  → 消除所有 K8s config drift 告警的 "too many values to unpack" 永久失敗

BUG-002 deployment_name="unknown": 主機層告警(HostHighCpuLoad 等)無 component/job/pod label
  → _auto_execute() 新增 _resolve_target_from_k8s() 補救
  → K8s MCP kubectl get pods 動態查詢受影響 Pod，去掉 hash suffix 得到 deployment name

BUG-003 無效 deployment 通過 safety guard:
  → _auto_execute() safety guard 通過後加入 _verify_k8s_deployment_exists() 存在性確認
  → K8s 中找不到 deployment/pod → 拒絕執行，寫入 DecisionToken.error
  → K8s MCP 不可用時保守放行（不阻塞主流程）

2026-04-11 Claude Sonnet 4.6 Asia/Taipei

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:20:39 +08:00
OG T
f3236338a5 fix(security): Code Review P0+P1+P2 全修補 — MCP Phase 2b-3 + decision_manager
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P0: decision_manager _fetch_metrics_snapshot 參數型別錯誤
  - prom._instant_query(str) → prom._instant_query({"query": str})
  - 結果解析 r.get("status")=="success" → r.get("result", [])

P1: prometheus_provider — alertname PromQL injection 防範
  - 新增 _RE_SAFE_ALERTNAME 白名單正則

P1: decision_manager — kubectl action 危險字元注入防範
  - 新增 _ALLOWED_KUBECTL_PATTERN 白名單，非法指令格式直接拒絕

P1: decision_manager — 6 個 asyncio.create_task() GC 風險
  - 新增 _background_tasks: set + _fire_and_forget() helper
  - 所有 bare create_task 改用 _fire_and_forget

P1: ssh_provider — Group B 寫入工具強制需要 known_hosts
  - known_hosts 未設定或檔案不存在時拒絕執行，防 MITM

P2: sentry_provider — query 語意白名單驗證
  - 新增 _RE_SAFE_SENTRY_QUERY，拒絕含特殊字元的 query

P2: argocd_provider — verify=False 改為 ARGOCD_VERIFY_TLS 環境變數開關
  - 新增 _tls_verify() helper，預設 false（self-signed cert）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 20:10:33 +08:00
OG T
a6e6f389e2 chore: 清理觸發 CD 的臨時注釋
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2026-04-11 19:15:04 +08:00
OG T
40d6536b62 ci: 觸發 CD — MCP Phase 3/4 + SSH MCP 完整啟用 (providers注釋更新)
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2026-04-11 19:14:17 +08:00
OG T
5d78c5492b feat(argocd-mcp): 啟用 ArgoCD MCP Provider + token 注入流程
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- config.py: ARGOCD_URL → https://192.168.0.125:30443（實際 HTTPS NodePort）
- config.py: ARGOCD_MCP_ENABLED=True + SENTRY_MCP_ENABLED=True（預設啟用）
- cd.yaml: 新增 ARGOCD_API_TOKEN Gitea Secret → K8s Secret 注入步驟
- K8s: ARGOCD_API_TOKEN 已手動注入 awoooi-secrets + API pods 已 rollout restart
- ArgoCD: 已開啟 admin account apiKey capability

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 09:32:28 +08:00
OG T
7eb49f9c20 feat(mcp-phase4c): AI 動態規則生成 — 新 alertname 自動產 Playbook 草稿
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_generate_playbook_draft_if_new():
  - Playbook 無命中時非同步觸發（不阻塞決策主流程）
  - 先用 semantic_search(threshold=0.92) 確認 KM 無同名 Playbook
  - 呼叫 qwen2.5:7b-instruct (Ollama 188) 生成五段結構化草稿
    (症狀/根因/診斷步驟/修復動作/驗收條件)
  - 寫入 KnowledgeEntry(type=PLAYBOOK, status=DRAFT, source=AI_EXTRACTED)
  - 寫入 AlertOperationLog PLAYBOOK_DRAFT_CREATED 事件
  - 失敗靜默 debug log

完成 MCP Phase 4 全三項:
  4a NemoClaw second opinion (信心 < 0.7)
  4b K8s 狀態快照 k8s_state_after
  4c AI 動態 Playbook 草稿生成

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 09:16:39 +08:00
OG T
0fa3b35a1c feat(mcp-phase4b): 自動修復後抓 K8s Pod 狀態寫入 k8s_state_after
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_push_auto_repair_result() 成功後:
  - 呼叫 K8sProvider.kubectl_get(pods, label=app=<service>)
  - 結果截斷 500 字寫入 incidents.k8s_state_after
  - km_conversion_service._build_content() 已支援顯示此欄位
  - 失敗靜默 debug log，不阻塞主流程

完成 KM 三段資料閉環: 症狀(labels) + 情境(metrics_before) + 動作(action) + 效果(metrics_after + k8s_state_after)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 09:15:31 +08:00
OG T
f3ee577f9d feat(mcp-phase4a): NemoClaw second opinion — 信心 < 0.7 觸發 deepseek-r1:14b 複審
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- _nemoclaw_second_opinion(): 呼叫 Ollama 188 deepseek-r1:14b 做獨立推理
  - 解析 <think>...</think> CoT 格式，只取正文
  - 30s timeout，失敗靜默降級
  - 輸出截斷 300 字
- _dual_engine_analyze(): LLM 信心 < 0.7 時非同步觸發 second opinion
  - 結果附加到 proposal_data["advisory_note"]
- _push_decision_to_telegram(): advisory_note 以 NemoClaw bot 身分追加訊息
  - 格式: "NemoClaw 第二意見 (信心=0.xx)"

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 09:14:54 +08:00
OG T
a2cc985f60 feat(mcp-phase3): ArgoCD MCP + Sentry MCP + 完整 Provider 註冊
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ArgoCDProvider (3 工具):
  - argocd_list_apps: 列出所有 App + sync/health 狀態
  - argocd_get_app_status: 詳細狀態 + 問題資源清單
  - argocd_get_sync_history: 最近 N 筆部署記錄
  - 輸入驗證: app_name 白名單 regex
  - 需 ARGOCD_API_TOKEN + ARGOCD_MCP_ENABLED=true

SentryProvider (3 工具):
  - sentry_list_issues: 列出最近 Issues（狀態過濾）
  - sentry_get_issue: 詳情 + stacktrace 最後 5 frames
  - sentry_search_issues: PromQL 風格搜尋
  - issue_id 白名單驗證（只允許純數字）
  - 需 SENTRY_AUTH_TOKEN + SENTRY_MCP_ENABLED=true

providers/__init__.py: 補上 Prometheus + SSH + ArgoCD + Sentry 全部 10 個 providers
config.py: 新增 ARGOCD_URL / ARGOCD_API_TOKEN / ARGOCD_MCP_ENABLED / SENTRY_MCP_ENABLED

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 09:11:53 +08:00
OG T
1ec19656b5 feat(adr071-ij): TYPE-2 指標快照卡片 + KM 三段資料整合
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ADR-071-I: decision_manager 執行前後各抓一次 Prometheus metrics
  - _fetch_metrics_snapshot(): 依 alertname 選擇 CPU/Mem/Disk/Restart 查詢
  - _format_metrics_delta(): 輸出 "CPU 92%→23% | Mem 78%→45%" 格式
  - _push_auto_repair_result(): metrics_after 寫 DB + TYPE-2 卡片顯示 delta
  - _auto_execute(): metrics_before 在執行前寫 DB（完成閉環）

ADR-071-J: km_conversion_service._build_content() 使用精簡 delta 格式
  - 從 metrics_before/after 產生人讀 delta（CPU/Mem/Disk/重啟次數）
  - 附加 k8s_state_after（若有）
  - 格式: 症狀 + 根因 + 動作 + 效果數字（症狀→情境→動作→效果）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 03:09:35 +08:00
OG T
a29e5e1de2 feat(mcp-phase1): K8s MCP 強化 — 6 個新工具 + namespace 白名單 
MCP Phase 1 (ADR-069 Sprint B 後驗收):
  k8s_get_pod_logs    — Pod log 取得 (tail 1-500，支援 previous)
  k8s_watch_rollout   — rollout 狀態監控直到完成 (timeout 10-300s)
  k8s_get_events      — K8s events (可過濾 resource_name / event_type)
  k8s_describe_pod    — 完整 Pod describe (Conditions/Volumes/Env)
  k8s_get_hpa_status  — HPA 副本數/CPU utilization
  k8s_get_node_conditions — Node Ready/MemoryPressure/DiskPressure

安全強化:
  - ALLOWED_NAMESPACES = {"awoooi-prod"} 硬編碼白名單
  - _validate_namespace() + _validate_name() 參數白名單
  - 數值參數上下限夾緊 (tail 1-500, timeout 10-300s)
  - event_type 只允許 Warning / Normal

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 03:01:38 +08:00
OG T
2af4dffcc6 fix(security): Architecture Review 修復 5 項高信心問題 
安全修復 (P0):
1. ssh_provider: 新增 _validate_param() 白名單驗證，防止 command injection
   - container_name/service/filter_name: [a-zA-Z0-9._-]{1,128}
   - compose_dir: 必須以 /opt/ 或 /srv/ 開頭，禁止 ..
   - domain: FQDN 白名單
   - tail/port/lines: int() 轉換 + 上下限夾緊
2. ssh_provider: known_hosts=None 改為讀 SSH_MCP_KNOWN_HOSTS_FILE 環境變數
   - 預設仍 None（內網快速啟動），但啟動時寫入 warning log
   - 設定文件：ops/runbooks/ssh-mcp-setup.md (待補)

模組化修復 (P1):
3. km_conversion_service: 移除 import 時的 ALERT_EVENT_TYPES.update() 副作用
   - ADR-071 event types 移入 alert_operation_log_repository.py 靜態集合
4. telegram_gateway: create_task() 改為 await + try/except
   - 避免 DB session 關閉後的競爭條件
   - KM 轉換失敗記錄 warning log，不中斷主流程
5. km_conversion_service: 新增頂層 try/except，錯誤一律 error log 後 re-raise

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 02:50:26 +08:00
OG T
6351e9a0e9 feat(mcp-phase2): MCP Phase 2 — Prometheus MCP + SSH MCP + alert labels
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MCP-2b: prometheus_provider.py
  - prometheus_query (PromQL 即時查詢)
  - prometheus_query_range (歷史趨勢，預設 15 分鐘)
  - prometheus_get_alert_history (告警觸發歷史)
  - config: PROMETHEUS_URL + PROMETHEUS_MCP_ENABLED

MCP-2a: ssh_provider.py
  - 群組A 9 個只讀診斷工具 (top/disk/memory/logs/status/port/nginx/swap)
  - 群組B 6 個安全操作工具 (restart/compose/systemctl/clear-log/ssl/nginx-reload)
  - 四層安全守衛 (白名單/allowed_hosts/forbidden_patterns/trust_score)
  - config: SSH_MCP_ENABLED + SSH_MCP_ALLOWED_HOSTS

K8s: 04-ssh-mcp-secret.example.yaml (ssh-mcp-key Secret 範本 + 建立步驟)

Alert labels: alerts-unified.yml 補充 mcp_provider/host_type/alert_category
  覆蓋: HostHighCpuLoad/HostOutOfMemory/HostOutOfDiskSpace/DockerContainer*
        SignOzDown/SentryDown/HarborDown/GiteaDown

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 02:35:35 +08:00
OG T
325b3851b5 feat(adr-071): 告警通知四類型第一批 B/C/E/F/G/H 全實作
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Details 
ADR-071-B: classify_notification() — 五型分類器 (TYPE-1/2/3/4/4D)
ADR-071-C: send_info_notification() — TYPE-1 純資訊無按鈕卡片
ADR-071-E: _build_inline_keyboard() — 依 alert_category 動態組合 TYPE-3 按鈕
ADR-071-F: send_drift_card() — TYPE-4D Config Drift 卡片 + Diff 截斷
ADR-071-G: km_conversion_service.py — Incident RESOLVED 自動轉 KM
ADR-071-H: handle_manual_fix_done() — TYPE-4 手動修復 Bot 對話閉環

前批已完成: ADR-071-A (DB Migration) + ADR-071-D (狀態機守衛)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 02:24:20 +08:00
OG T
68a3858ae4 fix(auto_execute): 守衛加入 target==alertname 檢查，防止 LLM 把告警名稱當 deployment 名稱
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Details 
HostHighCpuLoad 等主機告警，NemoTron Tool Calling 可能把
alertname 填入 deployment_name，導致執行
'kubectl rollout restart deployment HostHighCpuLoad'。

新增守衛: _target == _alertname 時拒絕執行並通知人工介入。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-11 01:13:24 +08:00
OG T
a4d655ea7f fix(auto_execute): 安全守衛 — 拒絕執行含 unknown 或未解析 placeholder 的 action
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E2E Health Check / e2e-health (push) Successful in 43s
Details 
主機層告警（HostHighCpuLoad、DockerContainerUnhealthy 等）沒有對應
K8s deployment 名稱，affected_services=[]，導致 _target='unknown'，
執行 'kubectl rollout restart deployment unknown' 這種無意義命令。

修復: 替換後若 action 仍含 'unknown' 或 <...>/{...} 格式，
直接拒絕執行並通知人工介入，不允許帶 placeholder 的命令上線。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 23:57:17 +08:00
OG T
dabc62e0f8 fix(telegram): append_incident_update — 儲存告警卡片 message_id 到 Redis
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Details 
_send_approval_card_to_group 發出告警卡片後，將 Telegram message_id
存入 Redis tg_msg:{incident_id}（TTL 24h），供後續 append_incident_update
換掉批准按鈕 + reply 狀態。

修復前：tg_msg key 從未被寫入，append 永遠 fallback 發新訊息，
批准按鈕永遠無法被移除。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 22:41:30 +08:00
OG T
797c7c749e fix(nemotron): deepseek-r1 num_predict 400→1200，避免 <think> block 截斷後空回覆
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Details 
deepseek-r1:14b 思考 token 超過 400 會在 </think> 前截斷，導致
清理後 body 為空，Telegram 顯示空訊息。
- chat_manager: num_predict 400 → 1200
- telegram_gateway: _clean_ai_reply 空值加 fallback 錯誤提示

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 22:35:37 +08:00
OG T
d1c85c332a feat(models): models.json v1.3 — 加入 ADR-067 五大 Ollama 應用設定
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Details 
新增 adr067_ollama_applications 區塊:
- Phase 30: drift_summary (qwen2.5:7b-instruct, 90s)
- Phase 31: log_anomaly_summary (deepseek-r1:14b, 120s)
- Phase 32: pr_code_review (qwen2.5-coder:7b, 120s)
- Phase 33: rag_embed (nomic-embed-text 768d) + rag_generate (qwen2.5:7b)
- Phase 34: image_analysis (llava:latest, 60s)

endpoint 統一標注 http://192.168.0.111:11434 (ADR-067 專屬)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 22:16:09 +08:00
OG T
f8926bb70a ci: 觸發 CD — decision_manager 修復標記 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 22:12:56 +08:00
OG T
e5f1541d69 fix(auto_execute): 替換 action 中的 <deployment_name>/{target}/{namespace} placeholder
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CD Pipeline / build-and-deploy (push) Failing after 24s
Details 
Nemotron tool calling 生成 <deployment_name> 佔位符未替換
auto_execute 前統一替換所有 {target}/{namespace}/<xxx> 格式

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 22:00:19 +08:00
OG T
71f0dbf2b5 fix(auto_execute): ApprovalRequest 補齊 description/requested_by/required_signatures
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3 validation errors 導致 auto_execute_failed
補上所有必填欄位，required_signatures=0 表示自動核准不需簽核

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 21:59:52 +08:00
OG T
f33d514391 fix(auto_repair): playbook_seed_service — 從 alert_rules.yaml 初始化 APPROVED Playbook
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根本原因: playbooks 表空 → NO_MATCH → 永遠走審批，從不自動修復
修復: startup 時從 alert_rules.yaml seed APPROVED Playbook（冪等）
確保自動修復鏈路有規則可用

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 21:52:38 +08:00
OG T
100e4d9b89 fix(chat): AI 回覆截斷問題 — 強制 persona + Markdown 清理 + 600字上限
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Details 
問題: OpenClaw/NemoClaw 回覆 Markdown 語法 + 超長，Telegram 顯示截斷
修正:
1. chat_manager: _call_openclaw/_call_nemotron 強制前置 persona (含不超過300字規範)
2. telegram_gateway: _clean_ai_reply() 移除 **bold** *italic* # header 語法
   移除 deepseek-r1 <think> 標籤，截斷 > 600 字並在段落邊界截

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 21:26:15 +08:00
OG T
527ce9faaf fix(notifications): 新增後端 /api/v1/notifications/channels 路由
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前端 /notifications 頁面呼叫此 endpoint 但後端不存在 (404)
新增 notifications.py：回傳 4 個真實頻道狀態
- Telegram OpenClaw Bot (BOT_TOKEN 設定檢查)
- Telegram Nemotron Bot (BOT_TOKEN 設定檢查)
- SSE Web Stream (永遠 active)
- Redis Stream awoooi:signals (ping 檢查)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 16:17:37 +08:00
OG T
167e115a6d feat(phase31): Log 異常摘要觸發點 — 告警後 NemoTron 發 log summary
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_send_log_summary: 取 Pod log → deepseek-r1:14b 分析 → NemoTron 發到群組
觸發點: _push_decision_to_telegram 送完審批卡後異步執行

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 16:07:56 +08:00
OG T
95f63d64d7 fix(auto_approve): min_trust_score 0 解除自動修復封鎖
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根本原因: trust_score 是 in-memory dict，Pod 重啟即歸零
永遠 < min_trust_score=1 → 所有告警走審批，從未自動執行

修復: min_trust_score=0，medium risk + confidence>=0.65 直接自動執行

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 16:06:40 +08:00
OG T
ff3be51e13 fix(phase34): 圖片分析改用 send_as_openclaw 發到 SRE 群組
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send_notification 發到私人 chat，改用 send_as_openclaw 發到 SRE 戰情室

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 15:56:19 +08:00
OG T
b9dbbb3575 feat(rag): Telegram /rag 指令 + /rag/optimize ivfflat 端點
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Details 
- telegram_gateway: /rag <query> → KnowledgeRAGService.query()
  _handle_group_command 加 full_text 參數取得完整指令文字
  /help 更新加入 /rag 說明
- rag.py: POST /rag/optimize → rag_repo.create_ivfflat_index()
- rag_chunk_repository: create_ivfflat_index() — ivfflat with lists=100

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 14:47:21 +08:00
OG T
33abe988f8 fix(phase34): 圖片分析結果改由 OpenClaw 回覆（llava vision）
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NemoTron 負責文字問答(deepseek-r1:14b)，OpenClaw 負責圖片分析(llava)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 14:13:57 +08:00
OG T
7e5ac00d62 fix(phase34): image_analysis 用正確 bot token 下載 + NemoTron 回覆
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- 下載圖片改用 OPENCLAW_TG_BOT_TOKEN（polling bot）
- 結果改用 send_as_nemotron 從 NemoTron bot 回覆到群組

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 13:58:59 +08:00
OG T
cf5eb71ea6 fix(phase34): polling loop 補圖片路由 — _handle_chat_message photo handler
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text=None 時直接 return，導致圖片訊息被丟棄
在 text 檢查前插入 photo 路由，呼叫 image_analysis_service

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 13:58:05 +08:00
OG T
e65d931e73 fix(ci): B5 整合測試 DinD 修正 — 用 host bridge IP + published port
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Details 
DinD 環境下 volume mount 和 compose 網路都不可靠：
- runner container 的路徑 ≠ host 路徑 (volume 失敗)
- compose 網路 IP 對 runner 不可路由

解法: host docker bridge (ip route default gateway) + postgres exposed port 15432
runner 直接用 /opt/api-venv/bin/pytest (host runner 上已安裝)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 13:03:25 +08:00
OG T
c8b5c994d4 fix(ci): B5 整合測試改用 compose pytest-runner service
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Details 
問題: runner 是 Docker-in-Docker，-v /opt/api-venv 掛到 host 路徑不存在

修正:
- docker-compose.test.yml: 新增 pytest-runner service (python:3.11-slim)
  在 compose 網路內跑，hostname=postgres-test 直連，自裝 deps
- postgres-test: initdb.d 自動執行 setup_test_schema.sql，省去手動 psql
- cd.yaml: 改用 --profile test + --exit-code-from pytest-runner

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 12:58:44 +08:00
OG T
7768924fea fix(flywheel): 自動修復後移除 Telegram 按鈕 + 心跳告警排除飛輪
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Details 
問題: 自動修復成功後 Telegram 卡片仍顯示批准/拒絕/靜默按鈕

Fix 1 — Telegram 卡片回饋閉環 (積木化合規):
- telegram_gateway.send_approval_card: 發送後自動存 tg_approval:{id} 到 Redis
- telegram_gateway.mark_auto_repaired(): 新方法 — 移除按鈕 + reply 結果
- _try_auto_repair_background: 改呼叫 gateway.mark_auto_repaired() (Service 層)

Fix 2 — 心跳/看門狗告警排除飛輪:
- constants.py: is_heartbeat_alertname() + HEARTBEAT_ALERT_NAMES
- NoAlertsReceived2Hours 等不觸發 _try_auto_repair_background

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:52:04 +08:00
OG T
485b8cb003 fix(ci): B5 整合測試加 ssl=disable — asyncpg 預設嘗試 SSL 被 container 拒絕
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Details 
錯誤: ConnectionRefusedError Connect call failed ('127.0.0.1', 15432)
根因: asyncpg 走 _create_ssl_connection，臨時 postgres container 無 SSL
修正: TEST_DATABASE_URL + conftest 預設 URL 均加 ?ssl=disable

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:40:40 +08:00
OG T
670cd5df86 refactor(flywheel): 首席架構師審查修正 C1/C2/I1/I2/I3/I4/M1
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C1 — Repository 層修正 (積木化鐵律):
  新增 PlaybookEmbeddingRepository (pgvector UPSERT)
  playbook_embedding_service 改透過 Repository 存取 DB，不再直接 db.execute(text(...))

C2 — Router 層業務邏輯移入 Service 層:
  create_incident_for_approval + extract_affected_services (去掉底線前綴) 移入 incident_service.py
  webhooks.py 改從 incident_service import，自身不再含業務邏輯

I1 — _infra_jobs 提升為 module-level frozenset (_INFRA_JOB_NAMES)，避免每次呼叫重建

I2 — _persist_embeddings_to_db 補齊 PlaybookRAGService / list[Playbook] 型別標注

I3 — embedding 格式顯式化: "[" + ",".join(str(float(x)) for x in embedding) + "]"
  防止 pgvector 因格式差異靜默解析失敗

I4 — import asyncio 移至 main.py 頂層，移除 try 區塊內重複 import

M1 — similarity.py: 移除死代碼 `if union > 0 else 0.0`
  union 在兩個集合都非空時不可能為 0

2026-04-10 Asia/Taipei — Claude Sonnet 4.6
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:35:10 +08:00
OG T
49bfbd573c feat(test): B5 整合測試框架 — 真實 DB, 5/5 通過
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Details 
新增:
- docker-compose.test.yml: CI 用臨時 pgvector PostgreSQL (port 15432)
- tests/factories.py: Incident/Approval/Knowledge/RAG 測試資料工廠
- tests/integration/test_b5_core_flows.py: 5 個 E2E 整合測試 (5/5 PASSED 1.03s)
- tests/integration/setup_test_schema.sql: CI schema 初始化 SQL
- cd.yaml: 新增 Integration Tests B5 step
- scripts/sync_dev_db.py: dev DB 同步工具

修正:
- .env.test: DATABASE_URL 指向 awoooi_dev (本機設定, gitignore 不入庫)

禁止 Mock 鐵律: 所有 DB 測試使用真實 PostgreSQL, 無 SQLite/MagicMock

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:22:57 +08:00
OG T
ab6f6faa32 feat(phase32): 實作 review_push + gitea_webhook 改用本地 Ollama 審查
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- local_code_review_service: 新增 review_push() 方法
  使用 qwen2.5-coder:7b 審查 push event（非 PR）
- gitea_webhook_service: _call_openclaw_push_review 改用本地推理
  OpenClaw 無 push-review 端點(404) → 改用 LocalCodeReviewService

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:09:11 +08:00
OG T
b24fae313e fix(drift_narrator): 補寫 narrative_text 到 DB + drift_repository.update_narrative
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2026-04-10 11:06:50 +08:00
OG T
c6edfb5614 fix(flywheel): 四階段系統性修復 AUTO_REPAIR NO_MATCH 斷層
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Phase 1 — affected_services 污染根治
  - webhooks.py: _extract_affected_services() 從 labels 精準萃取服務名
    (component > job > pod deployment name > clean target_resource > [])
  - create_incident_for_approval: alert_labels 完整保留進 Signal
  - alert_name 從 alertname 取，不再用 "custom"

Phase 2 — Playbook alertname 變體擴充
  - alert_rules.yaml: 5 條規則新增 HostHighCpuLoad、KubePodCrashLooping 等變體
  - scripts/update_playbook_alert_variants.py: Redis index 已執行更新 ✅

Phase 3 — Jaccard 通用型 Playbook 豁免
  - similarity.py: affected_services=[] → 1.0 豁免（基礎設施 Playbook 不針對特定服務）
  - severity_range=[] → 1.0 豁免（適用所有嚴重度）

Phase 4 — Playbook Embedding 持久化（冷啟動修復）
  - migrations/flywheel_playbook_embeddings.sql: pgvector 持久化表
  - services/playbook_embedding_service.py: 啟動時重建 Redis 向量快取 + 同步 DB
  - main.py: lifespan 啟動時 asyncio.create_task 非阻塞執行

2026-04-10 Asia/Taipei — Claude Sonnet 4.6
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 11:04:56 +08:00