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439 Commits

Author SHA1 Message Date
OG T
3ed52b0424 fix(rag): _run_index 修正 index_document 簽名不符 — 讀檔內容再傳 service
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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 09:00:26 +08:00
OG T
0ee5d532ba feat(rag): 新增 RAG Router + 掛載到 main.py (Phase 33 ADR-067)
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Details 
- rag.py: POST /index, POST /query, GET /stats 三端點
- stats 委派給 KnowledgeRAGService.get_stats()（leWOOOgo 合規）
- main.py: include_router rag_v1.router

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 07:34:06 +08:00
OG T
e605b7192b feat(rag): Phase 33 RAG API 端點 — /knowledge/rag/index + query + stats
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Details 
ADR-067 Phase 33: pgvector RAG 三個 HTTP 端點
- POST /knowledge/rag/index — 索引文件到 rag_chunks
- GET /knowledge/rag/query — embed→knn→生成答案
- GET /knowledge/rag/stats — chunks 統計 (透過 Service 層)
- 修正: rag_stats 移至 KnowledgeRAGService.get_stats() (leWOOOgo 積木化)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 02:00:59 +08:00
OG T
63e840ae42 feat(ollama): Phase 31-34 ADR-067 — Log摘要/PR審查/RAG知識庫/圖片分析
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Phase 31: log_summary_service.py — deepseek-r1:14b K8s Pod日誌異常摘要
  - 觸發: signoz_webhook 告警時背景呼叫
  - Redis快取 log_summary:{pod}:{date} TTL 24h
  - 敏感資料regex遮蔽

Phase 32: local_code_review_service.py — qwen2.5-coder:7b PR自動審查
  - Fallback: Gemini (diff > 50KB 或 Ollama超時)
  - semaphore 最多2個同時審查
  - 雙寫: Redis TTL 7d + pr_reviews表 (phase29 migration)

Phase 33: knowledge_rag_service.py — nomic-embed-text 768維 pgvector RAG
  - 向量化(188) + 生成(111) 雙Ollama
  - rag_chunks表 (phase28 migration)
  - 初期線性搜尋，>100筆啟用ivfflat索引

Phase 34: image_analysis_service.py — llava:latest Telegram圖片分析
  - download_and_analyze: Bot API getFile → 下載 → llava → 回應
  - Rate limit: 每chat_id每分鐘3次 (Redis sliding window)
  - telegram.py webhook新增photo分支

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:50:22 +08:00
OG T
89015d4527 feat(phase30): Drift 報告 AI 人話摘要 (ADR-067)
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- 新增 DriftNarratorService — qwen2.5:7b-instruct (Ollama 111)
  - 觸發條件: high >= 1 or medium >= 3（HPA replicas 白名單）
  - Redis 快取: drift_narrative:{report_id} TTL 1h
  - LLM 失敗時 graceful fallback 結構化文字
- drift.py _analyze_and_notify: 接入 narrator（Phase 30 標記）
- Migration: drift_reports.narrative_text TEXT (已在 prod 執行)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:37:43 +08:00
OG T
a30713b292 fix(chat): NemoClaw 禁止自稱 DeepSeek + 強制繁體中文
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- 明確禁止透露底層模型身分
- 強制繁體中文（禁簡體）
- 補充 SRE 專長範圍定義

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:18:18 +08:00
OG T
88ac1c7f50 feat(phase27): 歷史按鈕雙層頻率統計 + DB frequency_snapshot 持久化
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Details 
- telegram_gateway: _send_incident_history 改為 Phase 27 雙層策略
  Layer 1: DB frequency_snapshot (建立時刻永久快照)
  Layer 2: Redis AnomalyCounter disposition 累積統計 (35d TTL)
  修復舊版呼叫 record_anomaly() 導致誤計數的 bug
- 新增 migration: phase27_incident_frequency_snapshot.sql (已在 prod 執行)
- CLAUDE.md: 精簡至 123 行，減少 Token 消耗

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:06:51 +08:00
OG T
9846a6cc93 feat(incident): Phase 27 frequency_snapshot DB 持久化 — incidents 表新增 JSONB 欄位
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frequency_stats 原僅存 Redis(TTL 35天)，Pod 重啟或超期即失
- incidents.frequency_snapshot JSONB：建立 incident 時寫入快照，永久保存
- incident_repository: _record_to_incident 還原 IncidentFrequencyStats
- _incident_to_record_data 序列化 frequency_stats 快照到 DB
- Migration: phase27_incident_frequency_snapshot.sql 已執行完成

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:05:41 +08:00
OG T
ae90c36cd7 fix(telegram): _send_incident_history 加入 freq=None fallback — 無頻率統計資料
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test_history_handles_no_stats 要求原始碼中有「無頻率統計資料」fallback 分支，
當 AnomalyCounter.record_anomaly() 回傳 None 時顯示此訊息而非繼續處理。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 01:01:19 +08:00
OG T
e59f8181b3 fix(telegram): 歷史按鈕改從 AnomalyCounter(Redis) 讀頻率，修復永遠顯示「無頻率統計資料」
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根本原因: frequency_stats 從未持久化到 DB，get_by_id() 回傳永遠是 None
修復: 用 AnomalyCounter.derive_key_from_incident() 推導 anomaly_key，
直接從 Redis 查即時頻率與處置分佈統計

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:56:23 +08:00
OG T
e2c6ca598e fix(approval_db): update_telegram_message 用 raw SQL + CAST BIGINT 避免 int32 overflow
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telegram_chat_id 為 BIGINT (5619078117 > 2^31-1)，SQLAlchemy ORM 會推斷為 $N::INTEGER
改用 raw SQL + CAST(:telegram_chat_id AS BIGINT) 繞過型別推斷

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:53:50 +08:00
OG T
0571ad15d5 fix(signoz_webhook): AIDataImpact.value 大寫 → .lower() 轉 DataImpact
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AIDataImpact enum value 為 'NONE'/'READ_ONLY' 等大寫，
DataImpact enum value 為 'none'/'read_only' 等小寫，
轉換時補 .lower() 避免 ValueError。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:38:29 +08:00
OG T
5d591c4639 fix(drift_repository): CAST(:param AS jsonb) 取代 :param::jsonb
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asyncpg 不支援 named param 混用 :: cast 語法，導致 PostgresSyntaxError。
改用 CAST() 函數語法，與 SQLAlchemy text() named params 相容。

影響: drift_reports 現在可正常寫入 DB

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:22:43 +08:00
OG T
7e498621e0 fix(signoz_webhook): AIBlastRadius → BlastRadius 型別轉換
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blast_radius 欄位傳入 AIBlastRadius 物件導致 Pydantic validation error，
approval 無法存進 DB（Telegram 仍送出但無法批准）。

修法：明確轉換 AIBlastRadius → BlastRadius，data_impact enum 用 .value 橋接。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-10 00:15:40 +08:00
OG T
a303b5ef91 feat(chat): NemoClaw 改接 Ollama 111 deepseek-r1:14b
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Details 
2026-04-09 ogt: 棄用 Claude Haiku，改用本地 deepseek-r1:14b
- 端點: http://192.168.0.111:11434
- 過濾 <think>...</think> 推理區塊，只回傳結論
- timeout 120s（14b 推理較慢）
- 完全免費，不計入 Claude API 費用

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:38:57 +08:00
OG T
62cb274735 feat(host_aggregator+k8s): 新增 121 K3s Worker 主機監控
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HOST_CONFIGS 加入 192.168.0.121(K3s Worker):
- K3s API tcp:6443
- awoooi-api NodePort tcp:32334
- awoooi-web NodePort tcp:32335

NetworkPolicy 補開 121 egress: 6443/32334/32335
NodePort 服務實際在 121(mon1)，非 120(mon)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:36:36 +08:00
OG T
fc9d0f9c1f fix(host_aggregator): total=1 時 total//2=0 導致服務全 up 仍顯示 unhealthy
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112(Kali) 和 120(K3s) 各只有 1 個服務，down_count=0 >= total//2=0
永遠成立 → 永遠 unhealthy。改為 total > 1 才套用 >=half 門檻。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:35:37 +08:00
OG T
d324dd7aed fix(telegram): 移除所有告警訊息欄位截斷限制，放寬至 Telegram 4096 字元硬限
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問題：root_cause[:50/100]、suggested_action[:80]、suggestion[:50]、
note[:150]、fix_action[:100]、impact[:150]、hypothesis[:200]
以及 message[:900]/[:1000] 導致告警內容顯示不完整。

修復：移除欄位截斷，整體上限改為 4096（Telegram API 硬限制）。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:32:51 +08:00
OG T
eb46079b4a fix(telegram): root_cause 顯示長度 50→100 字元，符合 SOUL.md 鐵律
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SOUL.md 明定根因摘要上限 100 字元，但程式碼兩處 IncidentApprovalCard
均截在 [:50]，導致告警卡片訊息被截斷。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 23:30:58 +08:00
OG T
c92cdeea0f feat(drift): B4 drift_reports DB 持久化 + CronJob 修復
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Details 
- drift_repository.py: DriftReportRepository (save/get/list/update)
- drift.py router: 移除 in-memory dict，改用 DB repository
- drift-cronjob.yaml: 修正 SA/NetworkPolicy/NodePort 問題
- allow-intra-namespace NetworkPolicy (已套用至 prod)
- migrate-phase8/9: symptoms_hash + drift_reports migration Job YAML

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 20:28:55 +08:00
OG T
b1e207ffae fix(host_aggregator): E2E驗證後修正 HOST_CONFIGS — Ollama位置+NodePort+Nginx
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從 K3s Pod 內 Python socket 實測確認後修正:
- 110: 加 Prometheus(9090) Grafana(3002)，移除 GH Runner(3000 refused)
- 112: 移除 SSH:22 (K3s Pod NetworkPolicy 未開)
- 120: 移除 awoooi NodePort(只在121不在120)
- 188: 移除 Ollama(在111非188) 和 Nginx:443(Pod內打不通)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 20:27:46 +08:00
OG T
21567a7a6d fix(host_aggregator): 修正四台主機 probe 端點錯誤導致全部顯示 unhealthy
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- 110: Harbor http→tcp(5000), Docker 2375→Gitea tcp(3001)
- 120: K3s 6443 https(401誤判)→tcp, 移除 Traefik 80(closed)
- 188: OpenClaw 8089→8088 (實際端口)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 19:52:34 +08:00
OG T
8c2983b70a fix(api+web): CORS 補 K3s NodePort origins + sign 補 signer_id/name
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CORS (config.py):
- 補 http://192.168.0.125:32335 (K3s VIP NodePort)
- 補 http://192.168.0.120:32335 + 121:32335 (K3s nodes)
- 修前: 內網瀏覽器開 :32335 打 API 全 CORS blocked
  (incidents Failed to fetch / monitoring 無法連線根因)

sign body (pending-approvals-card.tsx):
- signer: 'web-ui' → signer_id: CURRENT_USER.id + signer_name: CURRENT_USER.name
- 修前: POST /approvals/{id}/sign 回 403 (缺必填欄位 422 誤報為 403)
  — 實際是 422 Field required signer_id + signer_name

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 19:50:48 +08:00
OG T
34f0228d92 fix(executor): K8s ClusterIP 10.43.0.1 不可達 — 加 K8S_API_SERVER_URL 覆蓋 + migration job
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問題: in-cluster config 讀到 10.43.0.1:443，但 K3s Pod 內 iptables/kube-proxy
      沒把流量導到實際 API server，導致 Connection refused，批准後 kubectl 永遠失敗

修復:
- executor.py: load_incluster_config() 後讀 K8S_API_SERVER_URL env 覆蓋 host
- 04-configmap.yaml: 設 K8S_API_SERVER_URL=https://192.168.0.120:6443
- migrate-sprint5r-telegram-message-id.yaml: approval_records 新增兩欄 migration job

E2E 驗證: kubectl rollout restart deployment/awoooi-worker success=True ✅

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 19:10:27 +08:00
OG T
ebccb88278 fix(approval_db): 修復 incident_id 篩選查空 DB 欄位而非 JSON 導致執行斷路
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get_all_approvals(incident_id=...) 原本在應用層過濾
a.metadata.get("incident_id")，但 ApprovalRecord.incident_id
是直接欄位，不在 extra_metadata JSON，導致永遠返回空列表，
Telegram 批准後出現 telegram_approval_not_found_by_incident，
審批從未實際執行。改為 .where(ApprovalRecord.incident_id == incident_id)
DB 層直接篩選，同時效能更佳。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 19:05:48 +08:00
OG T
896bef94ee fix(web): pending-approvals-card 加防重複點擊 + loading 狀態 
linter 自動強化: actioningId state 防止同一張卡重複操作
- disabled + opacity 0.6 + cursor not-allowed
- loading 時按鈕顯示 '...'
- finally() 確保 actioningId 清除

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 18:38:08 +08:00
OG T
890e2a9568 fix(review): 架構審查修復 — P0 import crash + i18n 零 hardcode + 靜默錯誤 
P0:
- proposal_service.py: 補 get_redis + INCIDENT_KEY_PREFIX import
  (修前: resolve_incident_after_approval 必 NameError crash)

P1 i18n:
- page.tsx: 拓撲群組移除 emoji，改用 tTopo() i18n key
- page.tsx: 主機標籤 (DevOps金庫等) 改 tTopo() i18n
- ai-model-status.tsx: 加 useTranslations，AI 模型狀態 → t('aiModelStatus')
- disposition-mini.tsx: 查看完整報表 → t('viewAllReport')
- recent-activity.tsx: 查看活動串流 → t('viewAllAlerts')

P2 品質:
- pending-approvals-card.tsx: approve/reject 加 r.ok 檢查+錯誤顯示，查看全部授權加路由+i18n
- page-tabs.tsx: TabSkeleton 載入中... → t('loading')
- page.tsx: ↑5% → tDashboard('trendUp', {pct}) 動態值
- page.tsx: Prometheus '23' hardcode → '-- targets'

i18n 新增 key (zh-TW + en 同步):
- dashboard: viewAllAlerts/viewAllAuth/viewAllReport/aiModelStatus/loading/trendUp
- topology: groupExternal/allReachable/investigating/hostDevops/hostAiData/hostK3sMaster/hostK3sWorker

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 18:34:50 +08:00
OG T
1483218bab feat(approval): 批准/拒絕後立即回應 Telegram + 持久化 message_id 到 DB
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問題：按下 TG 批准/拒絕按鈕後完全沒有任何回應，使用者不知道是否成功。
      Telegram message_id 只存 Redis 24h TTL，過期後無法追蹤。

修正：
- approval_records 加 telegram_message_id / telegram_chat_id 欄位（已 ALTER TABLE）
- approval_db.update_telegram_message() — 持久化 message_id 到 DB
- decision_manager: 發送告警卡片後同時寫 Redis + DB
- telegram_gateway._notify_approval_result() — 批准/拒絕後：
    1. editMessageReplyMarkup 移除批准/拒絕按鈕，保留資訊按鈕
    2. sendMessage reply_to 在原訊息下回覆狀態行
    3. fallback: send_notification 發新訊息
- _handle_group_command: chat_id 改為 _chat_id 消除 IDE lint

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 18:19:31 +08:00
OG T
2c7d5d049c fix(openclaw): Nemotron tool call 回填 kubectl_command，讓批准後執行器能解析
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根本問題：Nemotron 產生的 restart_deployment(deployment_name=sentry) tool call
只存在 nemotron_tools[]，沒有回填到 proposal["kubectl_command"]。
proposal_service 拿到的 kubectl_command 是空的，approval_records.action 存空值，
parse_operation_from_action 永遠返回 None，execute_approved_action 永遠 skip。

修正：Nemotron (和 Gemini fallback) 成功後，將 tool call 轉換為 kubectl 指令
並回填 proposal["kubectl_command"]，讓 proposal_service 能取到可執行指令。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 18:15:01 +08:00
OG T
ae9780837d fix(proposal): action 優先用 kubectl_command，修復批准後永遠 skip 執行的根本 bug 
根本問題：approval_records.action 存的是 LLM action_title（中文標題，如「重啟 sentry 服務」），
parse_operation_from_action() 無法解析，導致 execute_approved_action() 每次都 skip。

修正：action 優先取 llm_proposal["kubectl_command"]（可執行的 kubectl 指令），
僅在沒有 kubectl_command 時才 fallback 到 action_title。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 18:13:22 +08:00
OG T
d8c2969341 feat(telegram): AI 鏈路透明化 — 告警訊息顯示 OpenClaw + Tool Calling 模型/後端
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Details 
- nemotron.py: 偵測 OllamaToolProvider vs NvidiaProvider，記錄 tool_model/tool_backend
- openclaw.py: 傳播 nemotron_tool_model/nemotron_tool_backend 到 proposal
- decision_manager.py: 從 proposal_data 提取並傳給 send_approval_card()
- telegram_gateway.py: TelegramMessage 新增兩個欄位，format_with_nemotron 顯示
  "🔧 Tool Calling: llama3.1:8b (Ollama 本機)" 或 "NVIDIA 雲端"

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 15:05:16 +08:00
OG T
7857c25677 feat: Ollama 本機 Tool Calling 取代 NVIDIA 雲端 (44s→~5s)
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- nvidia_provider.py: 新增 OllamaToolProvider
  - 實作 INvidiaProvider protocol，打 Ollama /v1/chat/completions
  - 模型: llama3.1:8b (tool calling 最穩定的 8B)
  - 延遲: 44s → ~5s（本機 M1 Pro 192.168.0.111）
  - get_nvidia_provider() 根據 USE_OLLAMA_TOOL_CALLING 切換
- config.py: USE_OLLAMA_TOOL_CALLING=True (預設開啟), OLLAMA_TOOL_MODEL=llama3.1:8b
- 回退: USE_OLLAMA_TOOL_CALLING=False → 恢復 NvidiaProvider 雲端

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 14:55:04 +08:00
OG T
4f80ba38c0 feat: 告警狀態變更在原訊息延續 (方案 B)
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Details 
**telegram_gateway.py**
- 新增 append_incident_update(incident_id, status_line)
  - 從 Redis tg_msg:{id} 取 message_id
  - editMessageReplyMarkup: 移除 Row1(批准/拒絕/靜默)，保留 Row2(詳情/重診/歷史)
  - sendMessage reply_to_message_id: 在原訊息下方追加狀態行
  - 找不到 message_id 回傳 False（呼叫方自行 fallback）

**decision_manager.py**
- _push_decision_to_telegram: send_approval_card 後存 tg_msg:{id}=message_id (TTL 24h)
- _push_auto_repair_result: 改用 append_incident_update，找不到 message_id 才 fallback 新訊息

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 14:21:33 +08:00
OG T
2554ac1e60 fix: E2E test 告警識別 + 自動修復結果 Telegram 通知
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**alert_rule_engine.py**
- _matches() 加入 instance_prefix 匹配（最高優先）
- match_rule() 傳入 instance label 至 _matches
- 用途: e2e-final-* / e2e-test-* instance 可被 YAML 規則識別

**alert_rules.yaml**
- 新增 e2e_smoke_test 規則 (priority=120)
- alertname: E2E_SMOKE_TEST / instance_prefix: e2e-final- / e2e-test- / test-host
- suggested_action: NO_ACTION，顯示「告警鏈路驗證成功」

**decision_manager.py**
- _auto_execute() 成功後發 Telegram 結果通知 ✅
- _auto_execute() 失敗後發 Telegram 失敗通知 ❌
- 新增 _push_auto_repair_result() 函數

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 14:16:15 +08:00
OG T
1fb0c0ca90 fix(auto-repair): Bug #5+#6 — SSH binary + affected_services 匹配修正
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Details 
Bug #5 (webhooks.py): target_resource 現在優先用 component label
  - SentryDown alert 有 labels.component="sentry"
  - 舊邏輯: labels.instance="192.168.0.110:9000" → Playbook affected_services 不匹配
  - 新邏輯: component → pod → instance → alertname

Bug #6 (Dockerfile): python:3.11-slim 無 openssh-client
  - SSH_COMMAND Playbook 執行路徑調用 asyncio.create_subprocess_exec("ssh", ...)
  - image 沒有 ssh binary → 所有 SSH 修復必然失敗
  - 修正: 在 production stage 安裝 openssh-client

服務清單: 補 sentry 主服務到 service-registry.yaml (AUTO 級別)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 14:11:50 +08:00
OG T
1d88b7cd9d fix(webhooks): Signal.labels 補 alertname 讓 playbook 匹配能讀到原始 alertname
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問題: create_incident_for_approval 建立 Signal 時 labels 只有
namespace/resource，沒有 alertname，導致 _extract_symptoms 讀
labels.alertname 取得 None，fallback 到 alert_name="custom"，
playbook Jaccard 永遠無法匹配真實 alertname (如 SentryDown)。

修正: 新增 alertname 參數，傳入 Signal.labels["alertname"]。
兩個呼叫點 (LLM 成功 + fallback) 都補上 alertname=alertname。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 13:54:42 +08:00
OG T
e4070b2f86 fix(webhooks): 補 get_alert_operation_log_repository import 兩處
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Details 
alert_received_log_failed 錯誤原因：alertmanager_webhook 函數內
直接呼叫 get_alert_operation_log_repository() 但未在 local scope import，
導致 NameError 被 except 吞掉，ALERT_RECEIVED 事件無法記錄。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 12:29:48 +08:00
OG T
fc03eb1f4d fix(auto-repair): _extract_symptoms 優先用 labels.alertname 取得原始 alertname
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問題: signal.alert_name 存的是 alert_type (如 "custom")，而非 Prometheus
alertname (如 "SentryDown")，導致 playbook Jaccard 匹配永遠失敗 (NO_MATCH)。

根本原因: webhook 的 alertname_to_type mapping 將未知 alertname 轉為 "custom"，
存入 signal.alert_name，但 Playbook 的 symptom_pattern.alert_names 存原始名稱。

修正: 從 signal.labels["alertname"] 讀取原始 Prometheus alertname，
fallback 到 signal.alert_name (保持向下相容)。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 12:26:18 +08:00
OG T
af49a54728 fix(playbook): alert_names 完全匹配時 bypass 相似度門檻
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Details 
症狀: SentryDown/OllamaDown 告警觸發 incident，但 playbook 搜索
回傳 NO_MATCH，即使 alert_names 完全一致。

根本原因: Jaccard 加權計算中，affected_services 存的是 Prometheus
instance IP (192.168.0.110:9000)，而 Playbook 存的是服務名 (sentry)，
導致 services 維度得 0，最終 0.35 < min_similarity=0.4。

修正: alert_names 有交集時直接通過，不受其他維度拉低分數影響。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 12:05:07 +08:00
OG T
79a9a514dd fix(rules): ADR-064 L1 Redis 分散式鎖防止多 Pod 重複生成規則
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問題: _generating set 是進程級，多 Pod 各自獨立，同一 alertname 可能被
  多個 Pod 同時送給 Ollama/Gemini 生成規則

修復: SET NX EX lock_key — 只有第一個 Pod 能取鎖，其他 Pod 直接跳過
降級: Redis 不可用時 fallback 進程級 set（保持原有行為）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 12:03:51 +08:00
OG T
b66263ad36 fix(decision_manager): resolved Incident 不重送 Telegram
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dedup TTL 10分鐘過期後，已 resolve 的 Incident 仍被重新推送
加入狀態檢查，resolved/closed 直接跳過

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 12:00:39 +08:00
OG T
9361fd1fa7 fix(decision_manager): action 不應 strip_placeholders 避免截斷 deployment name
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_strip_placeholders 移除 <...> 導致 kubectl rollout restart deployment/<name>
變成 kubectl rollout restart deployment/，Telegram 顯示建議指令不完整

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 11:45:33 +08:00
OG T
d467fc11be fix(nemotron): 修復 deployment_name placeholder 問題 
根因: Nemotron tool calling 收到 target_resource=DockerContainerUnhealthy
  (非真實 K8s deployment name)，不確定時填 <deployment_name>

修復:
1. prompt 明確標注 deployment_name 必須填入 target_resource
2. 收到 tool call 結果後，偵測 placeholder 並用 target_resource 覆蓋

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 11:44:25 +08:00
OG T
c5e475121a fix(telegram): 修復建議指令被截斷 + decision_manager enum string 補正
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根因 1: telegram_gateway.py suggested_action[:35] 剛好截到 deployment/ 後
  → 改為 [:80]，完整顯示 kubectl command

根因 2: 舊 Incident proposal_data 存 enum string (RESTART_DEPLOYMENT)
  → decision_manager.py 加入偵測，用規則引擎重新查 kubectl command

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 11:14:30 +08:00
OG T
5ea6c3fb91 feat: alert_operation_log 查詢 API + 前端頁面 (Sprint 5.2)
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後端:
- 新增 list_recent() 分頁方法 (alert_operation_log_repository)
- 新增 /api/v1/alert-operation-logs GET + /stats 端點
- main.py 註冊 alert_operation_logs_v1.router

前端:
- /alert-operation-logs 頁面，18 種 event_type 顏色標記
- 分頁、event_type 篩選、incident_id 篩選
- 24h 統計卡片 (總數/護欄攔截/自動修復/已解決)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 10:57:40 +08:00
OG T
428e66c111 fix(arch-review): 首席架構師審查 S1×3 S2×3 S3×3 全修復 + ADR-064
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S1 Critical:
- S1-1: asyncio 觸發移至 _call_with_fallback async 上下文，移除 sync 中的 get_event_loop()
- S1-2: _append_rule_to_yaml 加 textwrap.dedent() 正規化 LLM 輸出縮排
- S1-3: _matches() 對 alertname=["*"] 直接回傳 False，防意外命中

S2 Major:
- S2-1: auto_generate_rule() 改為 DI 參數注入 (ollama_url/model/gemini_api_key)，移除 import settings
- S2-4: _generate_mock_response docstring 澄清為規則引擎生產路徑，非假數據
- S2-5: suggested_action .strip() 防空白字串繞過 or

S3 Minor:
- S3-2: priority 上界 min(next, 890)
- S3-3: alertname sanitize re.sub([{}]) 防 format KeyError
- S3-4: model_registry.py 最後修改時間戳更新

文件:
- ADR-064: Alert Rule Engine YAML 驅動 + AI 自動學習
- Skills 02: 告警規則引擎 DI 規範 + asyncio 禁止事項
- Skills 03: _generate_mock_response 語意澄清 + 規則引擎降級流程
- LOGBOOK: 本次 Session 完整記錄

2026-04-09 ogt: 首席架構師審查修正

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 10:52:40 +08:00
OG T
4b3fdd82f9 fix(api): incidents list 不再同步等待 AI 決策 (效能修復)
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問題: GET /api/v1/incidents 對每個 incident await AI 分析 (120-180s)
      多個活躍 incident 時 timeout 乘積爆炸 → 前端完全無法載入

修復:
- list endpoint 只查 Redis 已快取的決策 token (立即返回)
- 無快取時回 decision=null，背景 fire-and-forget 觸發 AI
- 前端對有興趣的 incident 再 GET 單筆端點取得決策結果

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 10:49:30 +08:00
OG T
89da2d24be fix(model-registry): fallback config 更新為 deepseek-r1:14b + gemma3:4b
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- model_registry._get_default_config: ollama summary llama3.2:3b → gemma3:4b
- model_registry._get_default_config: ollama default/rca → deepseek-r1:14b
- 修正 test_smart_router::test_simple_context 失敗 (斷言 gemma3:4b)
- alert_rule_engine: 移除 asyncio/time unused import
- 2026-04-09 ogt

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 09:52:47 +08:00
OG T
71437db0e9 feat(rule-engine): 自動規則生成 — generic_fallback 觸發 AI 學習
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Details 
流程:
1. 告警命中 generic_fallback 規則
2. 背景觸發 auto_generate_rule()
3. Ollama (deepseek-r1:14b) 生成 YAML 規則片段
4. Ollama 失敗 → Gemini 備援
5. 驗證格式 → append alert_rules.yaml → 清除 lru_cache
6. 下次同類告警直接命中專屬規則，不再走兜底

去重: 同一 alertname 進程內只生成一次
手寫規則 priority 1-499，AI 生成 500-899，兜底 999

2026-04-09 ogt: AI 自學規則引擎

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 09:20:33 +08:00
OG T
d1ede7f989 feat(openclaw): 告警規則引擎 — alert_rules.yaml 取代硬編碼 if/elif
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- 新增 alert_rules.yaml: 6 條規則 (docker/target_down/oom/cpu/5xx/crash) + 通用兜底
- 新增 alert_rule_engine.py: YAML 載入、匹配邏輯、變數填充
- openclaw.py _generate_mock_response: 重構為呼叫規則引擎 (v8.0)
- 新增規則只需修改 YAML，重啟 Pod 即可，不需改代碼
- 2026-04-09 ogt: 架構重構

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-09 09:05:23 +08:00