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226 Commits

Author SHA1 Message Date
OG T
138a56a432 fix(api): Phase 18 P0 修復 - 全域熔斷 + Dry-run 驗證
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2026-03-31 首席架構師審查要求 (91/100 條件通過)

P0-1 修復: 全域自動修復熔斷 (ADR-040)
- 整合 check_global_repair_cooldown() 前置檢查
- 有狀態服務黑名單 (PostgreSQL/Redis/ClickHouse)
- 15 分鐘窗口 >5 次則凍結
- 成功修復後 record_global_repair_action()

P0-2 修復: Dry-run 驗證
- restart_deployment 前驗證 Deployment 存在
- delete_pod 前驗證 Pod 存在
- 驗證失敗立即返回，不執行危險操作

安全閉環:
全域熔斷 → 單資源冷卻 → Dry-run → 執行 → 記錄

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:23:02 +08:00
OG T
c7132a6f07 fix(tests): 移除 Mock 違規 - test_learning_service.py
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Phase 22.0b: 修復 Mock 違規，遵循 feedback_no_mock_testing.md 鐵律

修改內容:
- 移除所有 MagicMock/AsyncMock/patch 使用
- 保留純 Model 測試 (不需要外部服務)
- 新增 Service 邏輯測試 (業務常數驗證)
- 整合測試標記 @requires_redis (無 Redis 時 skip)

測試結果: 13 passed, 2 skipped

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:20:29 +08:00
OG T
10430effaa feat(api): Phase 18.6 E2E 測試驗證 (40 tests)
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2026-03-31 Claude Code (統帥批准)

新增測試:
- TestFailureClassification: 10 tests
  - 超時/K8s/網路/權限/資源/未知錯誤分類

- TestRiskAssessment: 10 tests
  - CRITICAL/MEDIUM/LOW 風險等級評估

- TestRepairSuggestion: 6 tests
  - 各類型錯誤的修復建議

- TestSeverityMapping: 3 tests
  - OpenClaw 嚴重度→風險等級映射

- TestRepairActionExtraction: 6 tests
  - AI 建議→可執行動作提取

- TestFailureClassificationKeywords: 5 tests
  - 分類關鍵字配置驗證

Phase 18 完成:
✅ 18.1 AuditLog 擴展
✅ 18.2 FailureWatcher Service
✅ 18.3 K8s Executor 整合
✅ 18.4 OpenClaw 深度分析
✅ 18.5 Telegram 修復卡片
✅ 18.6 E2E 測試驗證 (40 tests)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:16:54 +08:00
OG T
d6f37853c5 feat(api): Phase 18.4 OpenClaw 深度分析整合
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2026-03-31 Claude Code (統帥批准)

新增功能:
- _llm_analyze() 整合 OpenClawService
  - 使用 analyze_alert() 進行 AI RCA 分析
  - 整合 SignOz 監控數據
  - 支援 Token/Cost 追蹤

- _map_severity_to_risk(): 嚴重度→風險等級映射
  - critical/高 → CRITICAL
  - warning/medium/中 → MEDIUM
  - 其他 → LOW

- _extract_repair_action(): 從 AI 建議提取可執行動作
  - restart/重啟 → restart_deployment/restart_pod
  - clear/清理/cache → clear_cache
  - scale/擴展 → scale_up (需人工授權)

閉環強化:
規則引擎初步分類 → OpenClaw AI 深度分析 → 更精準的修復建議

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:14:54 +08:00
OG T
f769d80c2d docs: Phase 18.3 完成 - K8s Executor 整合
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:11:25 +08:00
OG T
770586dd85 feat(api): Phase 18.3 K8s Executor 整合自動修復
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2026-03-31 Claude Code (統帥批准)

新增功能:
- execute_auto_repair() 實際執行 K8s 操作
  - restart_deployment: rollout restart
  - restart_pod: 刪除 Pod 觸發重建
  - clear_cache: 安全清理 Redis 快取

安全機制:
- _check_repair_cooldown(): 防止修復風暴
  - 同一資源 5 分鐘內最多修復 3 次
  - 超過限制升級為 MEDIUM 風險
  - Redis 計數器 + 自動過期

修復閉環完整流程:
執行失敗 → FailureWatcher → AI 分析 → 風險評估
├─ LOW + 冷卻期內 → 自動修復 → 揭露通知
└─ MEDIUM/CRITICAL 或超限 → Telegram 請求授權

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:10:52 +08:00
OG T
8e2d7c3706 feat(api): Phase 18.2 FailureWatcher 失敗自動修復閉環
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2026-03-31 Claude Code (統帥批准)

新增:
- IFailureWatcher Protocol (interfaces.py)
- FailureWatcherService 失敗監聽服務
  - AI 分析失敗原因 (規則引擎 + LLM 深度分析)
  - 風險等級評估 (LOW/MEDIUM/CRITICAL)
  - LOW 風險自動修復 (Phase 18.3 實際執行)
  - MEDIUM/CRITICAL 推送 Telegram 請求授權

整合:
- executor._write_audit_log() 失敗時觸發 FailureWatcher
- 失敗分類寫入 AuditLog.failure_classification
- 自動修復結果寫入 AuditLog.auto_repair_result

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 12:01:56 +08:00
OG T
d2f4708663 feat(cicd): #46c OTEL Tracing 遷移到 Gitea workflows
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- CD: awoooi-cd service (192.168.0.188:24318)
- E2E: awoooi-e2e service
- 環境變數: OTEL_EXPORTER_OTLP_ENDPOINT, OTEL_SERVICE_NAME, OTEL_RESOURCE_ATTRIBUTES

原 GitHub workflows (cd7d63e) → Gitea workflows (ADR-039)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:39:42 +08:00
OG T
4ce7999bd7 fix(nvidia): 記錄 HTTPStatusError 響應體以診斷 400 錯誤 
2026-03-31 ogt: 首席架構師審查要求增加錯誤診斷

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:38:09 +08:00
OG T
723e8ef251 feat(api): Phase 21.3 Weekly Report (ADR-041)
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Details 
- 新增 WeeklyReportMessage dataclass (telegram_gateway.py)
- 新增 WeeklyReportService (整合 StatsService + K3sMonitor)
- 新增 CronJob (每週五 18:00 台北)
- 新增 API 端點 (/stats/weekly/preview, /stats/weekly/report)

Phase 21 定期報告機制全部完成！
- 21.1 Daily E2E Schedule ✅
- 21.2 K3s Telegram Report ✅
- 21.3 Weekly Report ✅

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:28:46 +08:00
OG T
4c0f15d7b3 fix: 修復 3 個 P0 Bug
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1. E2E Health: Docker 容器無法訪問內網 IP，改用公網域名
2. metrics_repository: asyncpg 需要 datetime 物件，不能用字串
3. metrics_repository: PostgreSQL 用 date_trunc 而非 strftime

2026-03-31 ogt: 首席架構師審查發現並修復

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:27:51 +08:00
OG T
b2e41ebac6 feat(api): Phase 21.2 K3s Status Telegram Report (ADR-041)
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Details 
- 新增 K3sStatusMessage dataclass (telegram_gateway.py)
- 新增 K3sMonitorService (Prometheus 數據收集)
- 新增 CronJob (每日 09:00 台北)
- 新增 API 端點 (/stats/k3s/status, /stats/k3s/report)

Phase 21 定期報告機制 (統帥已批准)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:25:27 +08:00
OG T
ce6b1b1c64 docs: 更新 LOGBOOK - #17 i18n Hydration 完成 
前端 P1 改進全部完成:
- #15 SSE + 樂觀更新 (8c8664c)
- #16 DOM Bypass (0b87018)
- #17 i18n Hydration (f25e94e)

首席架構師審查: 96/100 OUTSTANDING

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:23:38 +08:00
OG T
77d0fe784f fix(api): AnomalyFrequency.model_dump() → to_dict() (dataclass 非 Pydantic)
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2026-03-31 ogt: AnomalyFrequency 是 @dataclass，沒有 model_dump() 方法

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:14:24 +08:00
OG T
f771931aa0 fix(ai): NVIDIA cost limit /bin/zsh.00 >= /bin/zsh.00 永遠 True Bug
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2026-03-31 ogt: 修復免費 Tier 設定 total_cost_usd: 0.0
導致 current_cost >= cost_limit 永遠成立的問題。
改用 999999.0 表示無成本限制。

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 11:08:08 +08:00
OG T
adaef514dc feat(api): Phase C P1 Telegram Gateway OTEL 追蹤
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Details 
- 新增 _tracer for awoooi.telegram_gateway
- _send_request: 追蹤所有 API 呼叫 (method, chat_id, message_id)
- send_cicd_progress: 追蹤 CI/CD 通知 (含重試次數)

首席架構師審查 P1 改進 - 可觀測性

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:56:50 +08:00
OG T
13bb1496b0 refactor(api): Phase B P1 可靠性強化 (2 項)
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1. send_cicd_progress 重試機制 (指數退避 1,2,4 秒)
2. K8s Repository 封裝 (IK8sRepository + K8sRepository)

首席架構師審查 P1 改進 - 模組化合規

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:52:59 +08:00
OG T
bb85d89874 refactor(api): Phase A P1 快速勝利 (3 項)
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1. 常數提取: SSE_DELAY_SECONDS, MAX_APPROVAL_DISPLAY
2. 錯誤訊息安全化: sanitize_error_message() 移除敏感資訊
3. CI/CD alertname 配置化: is_cicd_alertname() 函數

首席架構師審查 P1 改進 (非阻塞)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:44:42 +08:00
OG T
8d70df3ea2 fix(ai): NVIDIA 加入 Rate Limiter 檢查
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2026-03-30 ogt: 修復 AI 仲裁降級問題

問題: NVIDIA RPM=5 限制未在 fallback 檢查
修正: 加入 nvidia 到 rate_limiter 檢查清單

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:18:11 +08:00
OG T
19fff8339d feat(api): Phase 19.4 Terminal Service 真實 API 整合 
整合真實後端服務，移除 Mock 數據:

_handle_approval_action:
- 使用 ApprovalDBService.get_pending_approvals()
- 顯示待簽核清單摘要 (最多 5 個)
- 渲染第一個待簽核項目的 ApprovalCard

_handle_status_query:
- 使用 K8s API 查詢 Pod 狀態
- 統計 Running/Ready/Total Pods
- 顯示問題 Pods (非 Running 或 NotReady)
- 查詢 Deployment 健康狀態

測試覆蓋:
- 6 個新增 API 整合測試
- 總計 60 個測試通過

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:17:03 +08:00
OG T
288ba7593e fix(telegram): CI/CD 告警簡化 + 心跳台北時區
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2026-03-30 ogt: 告警格式修正

CI/CD 告警:
- 新增 CICDProgressMessage 簡潔格式
- webhooks.py 偵測 CD_*/CI_*/E2E_* 前綴
- 跳過 AI 仲裁，直接發送簡潔通知

心跳訊息:
- 修正 UTC → 台北時區 (feedback_timezone_taipei.md)
- 簡化格式，移除冗餘資訊

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-30 01:15:38 +08:00
OG T
000533d32e feat(ai): promote Nvidia nemotron as default arbitrator for high complexity/risk incidents
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2026-03-30 00:26:53 +08:00
OG T
89f0bae3f2 feat(safety-net): complete wave 1 atomicity (adr-038, adr-039, debounce, graceful degrade, xclaim)
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2026-03-29 23:55:38 +08:00
OG T
da6d6ed006 chore: trigger cd pipeline directly
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2026-03-29 22:38:59 +08:00
OG T
3eb3051a73 fix(ci): 修復 docker socket 重複掛載 (1774793847)
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2026-03-29 22:17:27 +08:00
OG T
f5b19cf108 feat(learning): 實作 Playbook 信心度調整機制 (ADR-030) 
- 新增 _promote_playbook: 高評分提升信心度 +0.1
- 新增 _demote_playbook: 低評分降低信心度 -0.15
- 新增 find_by_source_incident: 按 incident_id 查詢 Playbook
- 新增 adjust_confidence: 信心度調整 + 狀態自動轉換
- 新增 Playbook.failure_rate 屬性

自動狀態轉換:
- ai_confidence >= 0.9 + DRAFT → 自動 APPROVED
- ai_confidence < 0.3 + failure_rate > 50% → 自動 DEPRECATED

測試: 13 案例全部通過

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 22:10:49 +08:00
OG T
4707102498 feat(telegram): 實作 6 種新訊息模板 (ADR-038) 
2026-03-29 ogt: Telegram 訊息模板完整實作

新增訊息類型:
- SentryErrorMessage: Sentry 錯誤通知 (含 Stack Trace)
- ResourceWarnMessage: 資源耗盡警告 (含 CPU/Memory/Disk)
- RepairReportMessage: 自動修復每日報告
- DailySummaryMessage: 每日系統狀態摘要
- DeploySuccessMessage: CD 部署成功通知
- RateLimitMessage: API 限額警告

新增發送方法:
- send_sentry_error()
- send_resource_warning()
- send_repair_report()
- send_daily_summary()
- send_deploy_success()
- send_rate_limit_warning()

新增按鈕:
- Sentry: [🔍 查看詳情] [🔕 靜默 1h]
- Resource: [⚡ 自動擴展] [🔕 靜默 1h]

測試: 14 測試案例全部通過

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 21:23:07 +08:00
OG T
6416f56748 fix(e2e): 修正 HMAC Header 名稱 X-Webhook-Signature → X-Signature-256 
- API 期望 X-Signature-256，E2E 腳本使用錯誤的 Header 名稱
- 修復後 Daily E2E Health Check 應能通過

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 21:16:50 +08:00
OG T
8bd51ea7c8 fix(e2e): 新增 HMAC 簽名支援 
E2E 腳本現在會：
- 讀取 WEBHOOK_HMAC_SECRET 環境變數
- 計算 HMAC-SHA256 簽名
- 加入 X-Webhook-Signature header

修復生產環境 401 驗證失敗問題

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 20:54:28 +08:00
OG T
c80a69bd88 fix(lint): 修復 NVIDIA_LATENCY_HISTOGRAM 使用方式 
- 移除錯誤的 .labels() 調用 (Histogram 無 labels)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 20:53:55 +08:00
OG T
2a3e627c37 fix(api): 修正 NVIDIA_LATENCY_SECONDS → NVIDIA_LATENCY_HISTOGRAM 
2026-03-29 ogt: CI lint 修復 - 變數名稱錯誤

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 20:52:57 +08:00
OG T
04bfff9d19 refactor(ai): 模組化重構 - NVIDIA chat 移至 NvidiaProvider 
符合 feedback_lewooogo_modular_enforcement.md 規範:
- 移除 openclaw.py 中的 _call_nvidia() (重複邏輯)
- 新增 NvidiaProvider.chat() 方法
- 更新 INvidiaProvider Protocol
- openclaw.py 改用 get_nvidia_provider().chat()
- 測試移至 test_nvidia_chat.py

架構層次:
- Router → Service → Provider (正確)
- 禁止 Service 層重複實作已存在的 Provider 功能

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 20:49:23 +08:00
OG T
1df21dcd07 fix(ai): P0/P1 修復 NVIDIA RCA 整合 
修復項目:
- P1-1: 從 ModelRegistry 取得模型 (非 hardcoded)
- P1-2: models.json 新增 nvidia.rca 模型定義
- P0: 新增 test_openclaw_nvidia.py 測試

首席架構師審查 74/120 → 預期 85+

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 20:33:10 +08:00
OG T
79134fb019 feat(ai): 新增 NVIDIA Nemotron 到告警 Fallback Chain 
- 新增 _call_nvidia() 一般告警支援 (非 Tool Calling)
- Fallback 順序: Gemini → Nvidia → Ollama → Claude
- Nvidia 免費 tier ($0)，含 Token 追蹤

解決: Gemini 超限 (500/500) 後無法 fallback 問題

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 20:28:24 +08:00
OG T
5cad3707ee fix(api): 補齊 prometheus-client 依賴 + 停用 Nightly LLM Tests 
首席架構師審查 2026-03-29:
- 問題: metrics.py import prometheus_client 但未加入依賴
- 影響: API Pod CrashLoopBackOff
- 修復: 新增 prometheus-client>=0.20.0

統帥指示: 停用 Nightly LLM Tests 減少 Runner 負載

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 17:05:20 +08:00
OG T
8724ed7dcf fix(mcp): P1 修復 - DI 一致性 + 測試補充 + 配置優化 
首席架構師審查 P1 修復清單:

P1-1 RAG Provider DI 模式一致性:
- 支援 rag_service 參數注入
- 新增 close() 方法
- TYPE_CHECKING 延遲導入

P1-3 RAG 測試補充:
- test_rag_provider.py (9 tests)
- DI 注入/Lazy Load/Tool Schema/驗證/Close

P1-4 Grafana Config 快取優化:
- URL/Key 首次查詢後快取
- 減少重複 settings 存取

P1-5 Embedding 維度配置化:
- MODEL_DIMENSIONS 字典 (qwen/llama/nomic)
- default_dimension 參數
- 支援更多模型

測試: 9/9 PASSED

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:23:30 +08:00
OG T
b97f9364fb feat(k8s): add Worker HPA + fix non-AI confidence values 
Wave 2 Deployment:
- Worker HPA: min:1 max:3, CPU 70%, Memory 80%
- 前置條件: XCLAIM + terminationGracePeriodSeconds:90 (Wave 1 ✅)
- 比 API/Web 更保守的擴縮策略 (120s up, 600s down)

Confidence Fix:
- 非 AI 分析來源 (fallback/playbook/historical/consensus) 設 confidence=0.0
- 避免混淆 AI 信心度與其他指標 (成功率/相似度)
- 涉及: github_webhook, decision_manager, intent_classifier, learning_service

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:09:37 +08:00
OG T
938df7f291 fix(api): 全面清除假信心分數 - 遵循 feedback_confidence_truthfulness.md 
🔴 違規修正: 規則匹配/Expert System 不是 AI 分析，confidence 必須 = 0.0

修正檔案:
- agents/action_planner.py: 0.9 → 0.0
- agents/blast_radius.py: 0.85/0.5/0.9 → 0.0
- agents/security.py: 計算公式 → 0.0
- signoz_webhook.py: 0.7 → 0.0
- auto_approve.py: default 0.5 → 0.0
- ci_auto_repair.py: 整個計算函數 → return 0.0
- error_analyzer_service.py: default 0.5 → 0.0
- intent_classifier.py: 計算公式 → 0.0
- openclaw.py: default 0.5 → 0.0
- resource_resolver.py: 0.8 → 0.0
- k8s_naming.py: 0.9/0.7 → 0.0

只有 LLM 真實分析返回的 confidence 才能 > 0

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 16:00:46 +08:00
OG T
19b00a1ca0 fix(api): 移除 Consensus Engine 假信心分數 
🔴 違反鐵律: feedback_confidence_truthfulness.md
Expert System 必須 confidence = 0.0，禁止假裝 AI 仲裁

修正:
- SREAgent: 0.85/0.80/0.75/0.60 → 0.0
- SecurityAgent: 0.70/0.85 → 0.0
- CostAgent: 0.75 → 0.0
- PerformanceAgent: 0.80/0.70 → 0.0

所有規則匹配現在正確顯示為「⚙️ 規則匹配」而非「🤖 AI 仲裁」

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:57:04 +08:00
OG T
89a2339796 feat(api): ADR-038 Circuit Breaker 整合 + Graceful Degradation 
sentry_webhook.py:
- 整合 OpenClawGuard (Circuit Breaker + Semaphore)
- 斷路狀態快速失敗，不呼叫 OpenClaw
- 並發控制: 最多 3 個同時 LLM 推理

anomaly_counter.py:
- record_anomaly() Redis 故障 Graceful Degradation
- 失敗時返回預設 AnomalyFrequency (count=0)
- 不中斷主流程

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:55:51 +08:00
OG T
39396dc57a feat(worker): Wave 1 Signal Worker XCLAIM + Graceful Shutdown 
ADR-038/039 Wave 1 強化:
- 新增 Active Sweeper: XPENDING + XCLAIM 回收閒置訊息
- PENDING_IDLE_MS: 60秒無ACK則可被回收
- SWEEP_INTERVAL_S: 每30秒掃描一次
- Graceful Shutdown: 75秒超時 (搭配 K8s 90秒)
- 超過 MAX_RETRIES 的訊息強制 ACK

K8s Worker Deployment:
- 新增 terminationGracePeriodSeconds: 90

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:53:05 +08:00
OG T
27509db212 feat(api): Wave 1 安全網 - Circuit Breaker + Global Repair Cooldown 
ADR-038: OpenClaw 雙層保護
- Layer 1: Circuit Breaker (5 failures → 60s cooldown)
- Layer 2: Concurrency Semaphore (max 3 concurrent)
- 新增 src/core/circuit_breaker.py

ADR-039: 全域修復熔斷
- Global Cooldown: 5 repairs/15min → freeze
- StatefulSet Blacklist: postgres/redis/clickhouse 禁止自動重啟
- 新增 src/services/global_repair_cooldown.py
- 整合到 auto_repair_service.py

測試:
- test_circuit_breaker.py (狀態轉換 + Semaphore)
- test_global_repair_cooldown.py (黑名單 + 計數閾值)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:48:03 +08:00
OG T
2c79cba629 fix(api): 修復最後 2 個 bare except 錯誤 
- scripts/test_nemotron_tool_calling.py: except -> except Exception

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:37:02 +08:00
OG T
d89f0520f9 fix(api): 修復 34 個 Ruff lint 錯誤 
- 自動修復 import 排序、unused imports
- 手動修復 raise from、isinstance union、unused variable
- scripts/ 暫時保留 (非 CI 阻擋)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:27:49 +08:00
OG T
5f9a6a7e55 fix(ai): 移除假信心分數 + 顯示 AI 模型來源 
問題: AI 仲裁顯示硬編碼信心分數 (0.75/0.88/0.92/0.70)

修復:
- decision_manager: 預設 confidence 0.75 → 0.0
- decision_manager: Expert System confidence=0.0 + is_rule_based
- openclaw: 所有 Mock Response confidence → 0.0
- telegram_gateway: 新增 ai_provider 欄位
- telegram_gateway: 動態來源標籤 (Ollama/Gemini/Claude/規則匹配)

Telegram 卡片顯示:
- confidence > 0 + provider=ollama → 🤖 Ollama 仲裁
- confidence > 0 + provider=gemini → 🤖 Gemini 仲裁
- confidence > 0 + provider=claude → 🤖 Claude 仲裁
- confidence == 0 → ⚙️ 規則匹配

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 15:19:51 +08:00
OG T
49f21dc4e1 test(api): P1-3/P1-4 ApprovalRequestCreate + Telegram 測試 
P1-3: ApprovalRequestCreate 欄位對齊測試 (13 tests)
- 必填欄位驗證 (action, description, requested_by)
- BlastRadius Model 驗證
- SignOz/Sentry/GitHub Webhook 格式驗證
- Pydantic v2 額外欄位行為驗證

P1-4: Telegram 整合驗證測試 (19 tests)
- SignOzMetricsBlock 格式化
- TelegramMessage 結構
- 風險等級 Emoji 映射
- Webhook → Telegram 訊息流程

遵循: feedback_no_mock_testing.md (禁止 Mock)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 11:28:33 +08:00
OG T
ac2715e541 fix(api): P1-2 ApprovalRequestCreate 欄位對齊 
修正 SignOz + GitHub Webhook 的 ApprovalRequestCreate:

Before (錯誤欄位):
- action_type, target_resource, source
- blast_radius=BlastRadius.SINGLE (enum 不存在)
- dry_run_check=DryRunCheck.SKIPPED (錯誤格式)
- 缺少 action, description, requested_by

After (正確欄位):
- action, description (必填)
- blast_radius=BlastRadius(...) (Pydantic Model)
- dry_run_checks=[] (list)
- requested_by (必填)
- 其他欄位移至 metadata

遵循: ApprovalRequestBase schema (approval.py)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 11:17:27 +08:00
OG T
50c055b547 feat(api): Phase D-G P0 修正 - Learning Repository 積木化 
新增:
- ILearningRepository Protocol (interfaces.py)
- LearningRepository (Redis 持久化層)
- Learning API 端點 (/api/v1/learning/*)
- LearningService.get_recommended_fix() 方法
- LearningService.get_learning_summary() 方法

修正:
- Service 不直接依賴 Redis Client (透過 Repository)
- 符合 leWOOOgo 積木化原則
- 首席架構師審查: 74/100 → 92/100

更新:
- ADR-030: 新增 Phase D-G P0 修正章節
- Skill 02: v1.9 → v2.0
- Runner 修復: 序列建構解決 _runner_file_commands 衝突

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 11:03:51 +08:00
OG T
ae21ba2cc6 feat(ai): Phase 20 P3 優化 - Circuit Breaker + 指數退避 + Prometheus 
P3-1: Circuit Breaker 狀態機 (CLOSED/OPEN/HALF_OPEN)
- 連續 3 次失敗觸發斷路
- 60 秒後自動嘗試恢復
- 防止連鎖故障

P3-2: 指數退避重試
- 基礎延遲 1s，最大 30s
- 含 10% jitter 避免雷鳴

P3-3: Prometheus Metrics
- nvidia_tool_call_requests_total (status, tool_name)
- nvidia_tool_call_latency_seconds (histogram)
- nvidia_circuit_breaker_state_changes_total

測試: 25 → 34 PASSED

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:49:08 +08:00
OG T
d9a6f9d066 feat(api): Sentry Session Replay UX 自動監控 
Phase 19 UX 監控 - 善用 Sentry Session Replay:
- SentryService: 新增 list_replays, get_ux_audit_summary
- 偵測: 憤怒點擊 (Rage Clicks) + 死亡點擊 (Dead Clicks)
- 偵測: 有錯誤的 Session Replay
- 偵測: UI 相關錯誤 (TypeError/render)
- API: GET /api/v1/errors/ux-audit 端點
- 腳本: audit_ux_sentry.py CLI 工具

統帥回饋: "AI都要全自動化！" ✅

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-29 01:48:59 +08:00