OoO 5935a6512c feat(p38): Telegram 補 4 個 AI 觀測台命令（B-3 完成） ...

統帥盤點要求：6 個觀測頁是否都有 Telegram 對應？
盤點結果：promotion_review 已有 (pg_ok/pg_no inline button)，剩 4 個缺。

新增 4 個 cmd handler 對應 4 個觀測頁面：
1. cmd:obs_ai_calls — AI 呼叫總覽（24h）
   - 總呼叫 / Token / cost / errors / RAG 命中 / cache 命中
   - Top 5 provider 分組
2. cmd:obs_health — 主機健康監控
   - 三主機 GCP-A / GCP-B / 111 即時 HTTP probe
   - 過去 24h uptime % + 平均 response_ms（讀 host_health_probes）
3. cmd:obs_budget — 預算控管
   - 當月 spent vs budget 各 provider
   - 超 alert_pct 自動標記 ⚠️ / 超 100% 標記 🚨
4. cmd:obs_quality — Caller 反饋趨勢
   - 過去 30 日 avg_score 最低 8 名
   - 含 thumbs_up/down + trend 圖示
   - 含 智能建議（feedback_quality_tracker）

UI/UX：
- main_menu_keyboard 加「🛰 AI 觀測台」入口
- 新 _submenu_observability() 在 menu_keyboards.py
- _SUBMENUS 註冊 'observability' key
- titles 映射加 observability 標題
- 4 個命令 cross-link（彼此互通 + 返回主選單）

Telegram 6/6 對應達成：
- promotion_review: pg_ok/pg_no inline button (既有)
- ai_calls: cmd:obs_ai_calls (新增)
- host_health: cmd:obs_health (新增)
- budget: cmd:obs_budget (新增)
- quality_trend: cmd:obs_quality (新增)
- ppt_audit: 既有「有 issues 才推 Telegram」推送行為（不需查詢命令）

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-04 18:58:30 +08:00

..

data

config: 暫停 valentine_520 與 labor_day 爬蟲（LPN 不存在）

2026-04-28 15:26:20 +08:00

openclaw_bot

feat(p38): Telegram 補 4 個 AI 觀測台命令（B-3 完成）

2026-05-04 18:58:30 +08:00

__init__.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

agent_actions.py

feat(ai): 自動補抓並重算 PChome 挑品

2026-05-01 14:02:37 +08:00

ai_automation_metrics.py

補齊 AI 自動化可觀測性指標

2026-04-29 23:41:03 +08:00

ai_automation_smoke_service.py

加入 AI Smoke 每日摘要推播

2026-04-29 23:57:36 +08:00

ai_call_logger.py

feat(p20+): COST_TABLE 確認 4 新 Ollama 模型（GCP Primary+Secondary 已拉）

2026-05-04 10:48:22 +08:00

ai_history_service.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

ai_orchestrator.py

補強 AI 自動化閉環與安全降級

2026-04-29 22:56:00 +08:00

ai_product_pick_agent.py

fix(dashboard): prewarm cache and expose pick evidence

2026-05-01 16:34:13 +08:00

ai_provider.py

fix: Telegram bot 全功能修復 — 16個await按鈕/AI對話/模型遷移/DB schema

2026-04-25 03:30:14 +08:00

aider_heal_executor.py

fix(adr-027): Phase 2 — ADR-027 4 破洞修補 + 移除寫死 111

2026-05-03 23:05:11 +08:00

anthropic_service.py

feat(p22+23): caller 整合 model_router (sales_copy) + cost_throttle (claude)

2026-05-04 11:00:04 +08:00

auto_heal_service.py

補齊 AI 自動化可觀測性指標

2026-04-29 23:41:03 +08:00

cache_manager.py

fix(dashboard): prewarm cache and expose pick evidence

2026-05-01 16:34:13 +08:00

cache_service.py

refactor(cache): 統一 cache SOT 並啟用 gunicorn preload

2026-04-29 21:35:56 +08:00

chart_generator_service.py

fix(ea): execute Phase 2 B-series data quality and gate improvements

2026-05-02 14:34:30 +08:00

code_review_pipeline_service.py

feat(p38): host_health + ppt_audit DB 持久化（B-1 + B-2）

2026-05-04 18:55:39 +08:00

competitor_price_feeder.py

feat(competitor): persist match attempts

2026-05-01 20:56:17 +08:00

cosme_crawler.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

cost_throttle_service.py

feat(p20)+docs: cost auto-throttle + LLM 模型完整評估

2026-05-04 10:36:56 +08:00

crawler_config_loader.py

feat: 新增三個促銷活動爬蟲支援（母親節、520情人節、勞動節）

2026-04-28 13:57:44 +08:00

daily_sales_service.py

refactor(p1-06/07): daily_sales 純函數抽到 services/

2026-04-28 15:37:07 +08:00

dashboard_service.py

refactor: fix reverse dependencies — logger_manager→utils, dashboard_service extraction

2026-04-27 21:28:23 +08:00

data_freshness_probe.py

feat(telegram): ADR-019 Phase 6 - daily data freshness probe + cron 09:05

2026-05-02 13:07:30 +08:00

db_backup_service.py

fix(security): 全域健檢 — 40 項安全/Bug/品質修復

2026-04-22 01:12:23 +08:00

deepseek_service.py

feat(p14-18): PPT vision + DeepSeek 直連 + caller_registry + Hermes 強化 + postmortem

2026-05-04 10:19:13 +08:00

edm_notifier.py

refactor(telegram): migrate edm_notifier text path to EventRouter (ADR-019 Phase 5)

2026-05-02 13:09:34 +08:00

elephant_alpha_autonomous_engine.py

fix(ea): Hermes-first short-circuit + 消除 EA escalation LLM 幻覺訊息

2026-05-03 23:26:18 +08:00

elephant_alpha_orchestrator.py

refactor(p4)+docs(p5+p6): Meta 降頻 + LOCKED-GEMINI + ADR-028/029

2026-05-03 23:06:08 +08:00

elephant_service.py

fix(ai): 擴大 ElephantAlpha 暫時性 fallback

2026-04-30 13:59:12 +08:00

event_router.py

feat(ai): 強化 ElephantAlpha NIM fallback

2026-04-30 09:33:39 +08:00

exporter.py

style(ppt): align PPT palette perfectly with MOMO Pro v2 design tokens (Beige, Warm Ink, Caramel Orange) as per frontend upgrade roadmap

2026-05-02 15:01:55 +08:00

feedback_quality_tracker.py

feat(p25): 反饋環深化 — caller-level quality 趨勢追蹤 + ROI 月報整合

2026-05-04 11:12:52 +08:00

gemini_service.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

google_drive_service.py

fix: Phase 2 P0 全清零 — 14 項安全與功能修復完成

2026-04-27 21:11:52 +08:00

hermes_analyst_service.py

feat(p11): RAG 自主學習 + Promotion Gate 4 階段護欄（feature flag OFF）

2026-05-03 23:56:12 +08:00

import_service.py

feat(import): drive staleness gate active alert when DB stale >=3d (critic-approved)

2026-05-03 13:10:55 +08:00

json_storage.py

refactor(p1-01f): JSON 持久化抽到 services/json_storage.py

2026-04-28 19:42:05 +08:00

learning_pipeline.py

feat(p11.5): learning_episodes embedding 寫入 — 解鎖 Stage 3 dedup

2026-05-04 09:16:39 +08:00

llm_caller_registry.py

feat(p14-18): PPT vision + DeepSeek 直連 + caller_registry + Hermes 強化 + postmortem

2026-05-04 10:19:13 +08:00

llm_model_router.py

feat(p21): Caller × Context 動態 Model Router + ADR-034

2026-05-04 10:54:12 +08:00

logger_manager.py

refactor: fix reverse dependencies — logger_manager→utils, dashboard_service extraction

2026-04-27 21:28:23 +08:00

mcp_collector_service.py

feat(p10.5): MCP Router 統一介面 + mcp_collector 接 omnisearch L0

2026-05-04 09:34:21 +08:00

mcp_context_service.py

[V10.4-A] 加強 commit-quality Hook + P9 文件歸檔

2026-04-25 01:42:40 +08:00

mcp_router.py

feat(p10.5): MCP Router 統一介面 + mcp_collector 接 omnisearch L0

2026-05-04 09:34:21 +08:00

momo_crawler.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

mybest_crawler.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

nemoton_dispatcher_service.py

fix(ollama-first): 3 個 feature flag 翻 ON — Ollama 優先、Gemini 殿後

2026-05-03 23:28:45 +08:00

notification_manager.py

補強 5.5 自癒安全回看

2026-04-29 22:48:24 +08:00

notification_service.py

修復 P0 告警自癒鏈與測試收集

2026-04-29 22:37:20 +08:00

ollama_service.py

feat(p22+23): caller 整合 model_router (sales_copy) + cost_throttle (claude)

2026-05-04 11:00:04 +08:00

openclaw_learning_service.py

加入告警去重與洞察向量回補

2026-04-29 23:10:27 +08:00

openclaw_session.py

feat(telegram): ADR-019 Phase 4 - conversation memory + chat_id propagation

2026-05-02 13:04:18 +08:00

openclaw_strategist_service.py

feat(p14-18): PPT vision + DeepSeek 直連 + caller_registry + Hermes 強化 + postmortem

2026-05-04 10:19:13 +08:00

password_service.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

pchome_crawler.py

feat: implement missing PChome high-level comparison functions

2026-04-20 06:09:33 +08:00

permission_service.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

pg_sync_service.py

fix(security): 全域健檢 — 40 項安全/Bug/品質修復

2026-04-22 01:12:23 +08:00

ppt_generator.py

feat(ppt): competitor v4 — 5-forces strategic analysis (Wave 4 partial)

2026-05-03 13:10:15 +08:00

ppt_vision_service.py

feat(p38): host_health + ppt_audit DB 持久化（B-1 + B-2）

2026-05-04 18:55:39 +08:00

price_comparison.py

fix(momo): block EC404 auto-open with end-to-end URL guard

2026-05-02 12:00:34 +08:00

rag_service.py

feat(p11.0): BGE-M3 跨主機一致性驗證 + 每週日 04:30 cron

2026-05-04 09:31:31 +08:00

roi_report_service.py

feat(p25): 反饋環深化 — caller-level quality 趨勢追蹤 + ROI 月報整合

2026-05-04 11:12:52 +08:00

task_runner.py

refactor: fix reverse dependencies — logger_manager→utils, dashboard_service extraction

2026-04-27 21:28:23 +08:00

telegram_bot_service.py

feat(ea-hitl): ADR-021 EA 升級審核 pre-fetch + 競價告警金額影響量化

2026-05-03 00:03:38 +08:00

telegram_templates.py

feat(p11): RAG 自主學習 + Promotion Gate 4 階段護欄（feature flag OFF）

2026-05-03 23:56:12 +08:00

telegram_update_guard.py

fix(telegram): dedupe webhook+polling updates via shared DB guard

2026-05-02 12:01:04 +08:00

token_report_service.py

feat(observability): ai_call_logger + 23:55 Telegram token 日報

2026-05-03 23:04:58 +08:00

trend_crawler_service.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

trend_crawler.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

user_service.py

security: P0 修復 S1-S5 — 移除所有硬編碼密碼與 SQL Injection 漏洞

2026-04-27 20:34:15 +08:00

vendor_email_service.py

feat: EwoooC 初始化 — 完整專案推版至 Gitea

2026-04-19 01:21:13 +08:00

vendor_stockout_query_service.py

refactor(vendor): 抽出廠商管理查詢服務

2026-05-01 14:20:09 +08:00