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77 Commits

Author SHA1 Message Date
OoO
98a0ca7af9 新增市場情報 queue writer run package
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2026-05-19 11:01:02 +08:00
OoO
ac1bdb7812 新增市場情報佇列 writer operator drill
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2026-05-19 10:33:21 +08:00
OoO
e217865ccc 新增市場情報佇列寫入後 smoke
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2026-05-19 10:11:14 +08:00
OoO
20d22b69ea 新增市場情報候選佇列 writer transaction
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2026-05-19 09:57:59 +08:00
OoO
c0ba5e876a 新增市場情報候選佇列 writer preflight
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2026-05-19 09:42:16 +08:00
OoO
9ada594197 新增市場情報候選佇列 writer gate
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2026-05-19 09:30:10 +08:00
OoO
595c88fa1e 新增市場情報候選佇列交易預覽
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2026-05-19 01:27:45 +08:00
OoO
7572622cb5 新增市場情報候選送審 gate
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2026-05-19 01:16:15 +08:00
OoO
f6d34628f6 新增市場情報候選審核佇列草案
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2026-05-19 01:05:27 +08:00
OoO
7a6afa3055 新增市場情報候選活動交接預覽
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2026-05-19 00:54:41 +08:00
OoO
f221832735 新增市場情報樣本結果即時審核
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2026-05-19 00:41:53 +08:00
OoO
5908d1bdca 新增市場情報樣本結果審核預覽
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2026-05-19 00:28:20 +08:00
OoO
cd08dd7f97 新增市場情報樣本驗收契約
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2026-05-19 00:18:10 +08:00
OoO
774f1b4b45 新增市場情報人工樣本抓取計畫
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2026-05-19 00:09:56 +08:00
OoO
e880c91028 新增市場情報 DB 庫存只讀總覽
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2026-05-18 20:37:04 +08:00
OoO
c4b92ce9f5 新增市場情報正式 DB 只讀 smoke
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2026-05-18 20:26:04 +08:00
OoO
36e20216ed 新增市場情報 DB catalog 判讀
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2026-05-18 20:18:03 +08:00
OoO
841443f37c 新增市場情報 migration 套用演練
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2026-05-18 20:05:24 +08:00
OoO
bc900321f8 feat(market-intel): add alert review queue migration blueprint
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2026-05-18 19:51:36 +08:00
OoO
96533a1c20 feat(market-intel): add alert review queue contract
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2026-05-18 19:41:35 +08:00
OoO
841db133d0 refactor(market-intel): modularize deployment readiness
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2026-05-18 19:36:19 +08:00
OoO
43773e871c feat(market-intel): add alert review preview
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2026-05-18 19:27:54 +08:00
OoO
9ed0805697 feat(market-intel): add opportunity alert plan preview
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2026-05-18 19:18:00 +08:00
OoO
8f6b3a4b41 feat(market-intel): add opportunity evidence plan preview
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2026-05-18 19:07:45 +08:00
OoO
f5b9f1bd74 feat(market-intel): add opportunity scoring plan preview
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2026-05-18 18:59:41 +08:00
OoO
18f8038b01 feat(market-intel): add opportunity plan preview
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2026-05-18 16:16:55 +08:00
OoO
0fcc0ea265 feat(market-intel): add match review plan preview
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2026-05-18 16:08:42 +08:00
OoO
a3fb476eed feat(market-intel): add scheduler attach plan preview
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2026-05-18 15:48:59 +08:00
OoO
921e9eeb15 feat(market-intel): gate manual fetch behind mcp readiness
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2026-05-18 15:40:56 +08:00
OoO
d990316d74 feat(market-intel): add mcp activation runbook
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2026-05-18 15:25:44 +08:00
OoO
160173a270 fix(market-intel): mount mcp compose for preflight
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2026-05-18 14:55:02 +08:00
OoO
6f68178959 feat(market-intel): add external mcp preflight
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2026-05-18 14:51:47 +08:00
OoO
07b76870c9 feat(market-intel): add internal mcp contract
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2026-05-18 14:42:25 +08:00
OoO
45af902b63 feat(market-intel): add mcp readiness preview
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2026-05-18 14:31:52 +08:00
OoO
bb6a862dbe feat(market-intel): 新增既有資料橋接預覽
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2026-05-18 14:19:43 +08:00
OoO
b7ba54a88f 更新 ADR-017 模組化現況 2026-05-13 16:15:06 +08:00
OoO
0c9f9278f1 啟用 Market Intel seed writer CLI gate
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2026-05-13 12:06:02 +08:00
OoO
749eace426 移除未使用 Paramiko 依賴
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2026-05-13 11:32:04 +08:00
OoO
605250619c Frontend V3 responsive production update
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2026-05-12 18:27:29 +08:00
OoO
30a173cf69 統一全站暖色視覺與市場情報骨架
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2026-05-06 20:24:46 +08:00
OoO
153e4c9734 fix(observability): revert unrelated quick review commit files
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2026-05-06 19:50:52 +08:00
OoO
308efdce25 chore(observability): clarify quick review completion copy
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2026-05-06 19:49:28 +08:00
OoO
390c32b05d feat(p21): Caller × Context 動態 Model Router + ADR-034
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Operation Ollama-First v5.0 / Phase 21 — 動態路由治理

services/llm_model_router.py (160+ 行)
- 純規則引擎，零 LLM 成本（Python lambda predicate）
- 6 caller × 12 條路由規則：
  • sales_copy: 短文 < 100 字 → gemma3:4b / 長文 → llama3.1:8b
  • hermes_analyst: gap > 20% 或銷量 < -50% → qwen3:14b / 預設 hermes3
  • aider_heal: diff > 200 行 → qwen2.5-coder:32b / 預設 7b
  • openclaw_qa: query > 200 字或 multi_turn → qwen3:14b / 預設 qwen2.5:7b-instruct
  • ppt_vision: minicpm 不健康 → llava / 預設 minicpm-v
  • ea_engine: require_chain_of_thought → deepseek-r1:14b / 預設 Gemini
- feature flag MODEL_ROUTER_ENABLED 預設 OFF（向下相容）
- 失敗安全：predicate 例外 skip 到下一條

tests/test_llm_model_router.py (18 tests 全綠)
- T1 flag OFF 不路由
- T2 sales_copy 短/長文路由
- T3 hermes 簡單/複雜 SKU
- T4 aider_heal 簡單/重構
- T5 ppt_vision 主備援
- T6 ea_engine CoT 路由
- T7 predicate 例外容錯
- T8 utility 函數

ADR-034 — Caller × Context 動態 Model Router
- 6 caller 路由規則對應表
- 5 段否決方案（LLM-based / hardcode / 配置檔 / 統一升級）
- Phase 21.2-21.6 戰略性遷移計畫
- V1-V3 驗收 SQL（caller 整合後 model 分布觀察）

關聯：Primary + Secondary 兩台 GCP 已備齊 10 模型（67GB 對稱）支援所有
路由規則；caller 整合可分階段進行（Phase 21.2-21.5）。

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-04 10:54:12 +08:00
OoO
4e82acc0f5 feat(p10)+docs(adr): MCP 自建 Stack docker-compose + ADR-031 
Operation Ollama-First v5.0 / Phase 10 + Phase 12 收尾

docker-compose.mcp.yml — 4+3 容器 MCP stack
- postgres-mcp (port 3001): Claude 直連 momo_pro DB read-only RBAC
- mcp-omnisearch (3003): Tavily 主 + Exa 備（取代 Gemini Grounding）
  避開 Brave（2026-02 取消免費 tier）
- firecrawl-self (3002): 自建爬蟲，SPA 反爬蟲
- filesystem-mcp (3004): 跨主機檔案 read-only

護欄 #2 落地（Owen v5.0 鐵律 / ADR-033）：
  firecrawl-self mem_limit:2g + cpus:1.5
  PLAYWRIGHT_BROWSER_POOL_MAX=3
  chrome-reaper sidecar 每小時清 Chrome zombies

安全設計：
- 全部 127.0.0.1 暴露（不外網）
- read-only volume mount（filesystem 只能讀）
- postgres-mcp RBAC mcp_readonly role 限 SELECT 6 熱表
- API key 全走 env var 不寫死

ADR-031 — MCP 自建 Stack 治理決策
- 取代 Gemini Grounding 唯一通路（多供應商策略）
- 預期 70%+ grounding 流量走免費 Tavily
- 188 主機資源 +4-5GB RAM 可控
- Migration Plan：6 步驟（含 Tavily/Exa key 申請 + mcp_readonly role 預建）

啟用前置（待統帥）：
1. .env 加 TAVILY_API_KEY / EXA_API_KEY / MCP_POSTGRES_PASSWORD / FIRECRAWL_AUTH_KEY
2. momo-db 建 mcp_readonly role + GRANT SELECT
3. ssh wooo@110 → ssh ollama@188 → docker compose -f docker-compose.mcp.yml up -d

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-04 09:02:07 +08:00
OoO
c29ce83653 docs(adr): ADR-032 RAG 自主學習迴圈 + ADR-033 三護欄 
Operation Ollama-First v5.0 / Phase 12 Wave 2 收尾

ADR-032 — RAG 自主學習迴圈
- 雙表分離：rag_query_log (audit) / learning_episodes (蒸餾池) / ai_insights (知識庫)
- Distiller 規則引擎（純 Hermes 零 LLM 成本）
- PromotionGate 4 階段晉升閘
- Telegram 反饋環（rag_feedback / promotion_review keyboard）
- feature flag RAG_ENABLED 預設 OFF
- V1-V4 驗收 SQL（命中率 / 晉升通過率 / 反饋分布 / embedding 一致性）

ADR-033 — RAG 三護欄（Owen v5.0 鐵律）
- 護欄 #1 Promotion Gate：強制反饋門檻，weight>=0.8 必經人工驗收
- 護欄 #2 Firecrawl 資源：Docker mem_limit:2g + chrome-reaper sidecar + 1.8GB 告警
- 護欄 #3 BGE-M3 一致性：embedding_signature SHA1[:12] + 啟動跨主機驗證
- 五案否決理由完整（包含「不要反饋按鈕」「不限資源」「:latest 接受漂移」）

Migration Plan 對照：
  ✅ migration 026/028 schema + service 已落地
  ⏳ Phase 12+ 補：embedding 寫入 / worker cron / Telegram 推播 / Firecrawl 部署 / signature 回填

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-04 00:01:19 +08:00
OoO
d3d90121cf docs(adr): ADR-030 Frontier 多供應商策略 — Anthropic + Google + OpenRouter 
Operation Ollama-First v5.0 / Phase 12 / Phase 7 落地後追認

Phase 7 引入 Anthropic Claude（Opus 4.7 接 Code Review）後，
戰役有 2 家 Frontier 供應商，需明確治理準則：

決策矩陣（與 ADR-028 鎖定 7 場景對齊）：
- 場景 #5 Code Review ⭐: Claude Opus 4.7 (Arena Elo 1548)
  → Gemini 2.5 Flash → ElephantAlpha 49B (3 層 fallback)
- 其他 6 場景維持 Gemini 主鏈

Prompt cache 戰術：
- Anthropic 5min ephemeral：Code Review 命中率預估 80%+，省 ~90% 成本
- Google Gemini：隱式 server-side cache，不可預測

預估月成本：~$32 USD
- Claude $10 + Gemini $8 + NIM $5×2 + OpenRouter $3 + Ollama $0.02

新增供應商 SOP：
1. service wrapper 加 feature flag + is_available() 檢查
2. budget 種子 + ai_calls.provider 白名單
3. unit test (fallback 鏈 + cache hit/miss)
4. 獨立 ADR

對齊：
- migration 024（claude in provider 白名單）
- migration 025（claude $10/月 budget 種子）
- ai_call_logger COST_TABLE（claude-opus/sonnet/haiku 三模型）
- services/anthropic_service.py（Phase 7 落地）

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 23:42:36 +08:00
OoO
3ea7004a6f refactor(p4)+docs(p5+p6): Meta 降頻 + LOCKED-GEMINI + ADR-028/029 
Phase 4 A10 — OpenClaw 雙塔重劃
- run_scheduler.py: Meta 自審 cron 6h → 每日 12:00（月省 2.25M Gemini, +20% 達標）
- scheduler.py: 移除 icaim 內 2 處 inline meta 觸發
- openclaw_strategist 抽 _push_report_with_charts (call×3) + _collect_mcp_intel (call×2)
- 行數目標 -25% 未達（4 報告函數結構差異大，A10 採保守抽出避險）
- 主戰果：Meta 降頻月呼叫 300 → 30（-90%）

Phase 5 — 5 處 LOCKED-GEMINI 註解（涵蓋鎖定 7 場景）
- services/mcp_collector_service.py:32 (場景 #1: Google Search Grounding)
- services/openclaw_strategist_service.py:40 (場景 #2/3/4: 週/月/年報)
- services/code_review_pipeline_service.py:46 (場景 #5: 100K+ token diff)
- services/elephant_alpha_orchestrator.py:88 (場景 #6: EA HITL)
- routes/openclaw_bot_routes.py:98 (場景 #7: PPT 簡報)

Phase 6 A12 — 憲法級 ADR 三份
- ADR-028「LLM 路由統一準則」(269 行)
  - 5 大支柱：三主機級聯 / Ollama 優先 / 雙塔分工 / Gemini 鎖 7 場景 / 可觀測性
  - 8 個 provider 白名單（DB CHECK 對齊）
  - 30+ caller 名單分「已實作 / 規劃中」
- ADR-029「Hermes-First 雙塔分工」(222 行)
  - 12 項職責重劃表 + A7/A8/A10 落地對照
  - Gemini 月支出 -23.5%（critic 第 3 輪 B5 算術修正）
- ADR-027 附錄（+69 行）
  - 三主機架構（Primary/Secondary/Fallback）
  - 4 條獨立 fallback 鏈
  - 廢止「188 Ollama」概念
- README 索引更新

A11 critic 第 3 輪修補：5 BLOCKER 全清
- B1: 行數 1831 → 2677 (含 baseline 對照)
- B2: 場景 #4 行號 759/1267 → 1102/1628 + annual 不存在註明
- B3: 虛構 caller 改實存（ea_hitl_prefetch → ea_engine 等）
- B4: 白名單三層對齊（DB 8 = ADR 8 = token_report 補 ollama_secondary）
- B5: KPI 算術 50→38 = -23.5% 重核

services/telegram_templates.py: A5 daily_token_report() 函數
services/mcp_collector_service.py: 加 LOCKED-GEMINI 註解
services/elephant_alpha_orchestrator.py: 加 LOCKED-GEMINI 註解

103/103 unit test 全綠（zero regression）

Operation Ollama-First v5.0 / Phase 4 A10 + Phase 5 + Phase 6 A12

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 23:06:08 +08:00
OoO
ce270edc5d docs(adr): ADR-026 PPT price_elasticity + complete v3 campaign roadmap 
收尾 v3 PPT 戰役（ADR-022~026 共 5 份 ADR）：

完成總計：
- 18 commits（38967ce → 16b169d）
- 16 種有效 PPT 報表
- 2 種 DEPRECATED（bcg / growth）
- 5 ADR 涵蓋完整戰役決策

報表角色覆蓋：
- 戰情/早會：daily / weekly
- BU 主管：monthly / quarterly / half_yearly / forecast / strategy
- CEO/CFO：annual / ttm / market_intel
- 採購/PM：vendor / category / new_product / price_elasticity
- 行銷：promo / promo_compare / customer / market_intel
- 競品：competitor

Wave 4 待辦（受資料層 / 外部整合限制）：
- clv （需 user_id 會員系統）
- competitor v4 五力（需外部 SKU/品牌力資料整合）
- inventory / operations / finance（需新 DB schema）

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 12:50:25 +08:00
OoO
9862edeb44 docs(adr): ADR-025 PPT Wave 3 (new_product + market_intel_weekly) 
Wave 3 完成 2 種橫向資訊整合型報表：
- new_product (95a74c3) — 30 天追蹤，PostgreSQL CTE 識別新品
- market_intel_weekly (fe3cba8) — 8 個外部 API 彙整，fail-safe 設計

累計報表清單：13 種有效 + 2 種 DEPRECATED + 4 種待資料層支援。

Wave 3 餘項（受資料層限制）：
- clv (需 user_id)
- price_elasticity (需長期定價歷史)
- competitor v4 五力 (需外部 SKU/品牌力資料)

Wave 4 待辦（依資料層 schema）：
- inventory / operations / finance

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 12:41:12 +08:00
OoO
af6157f8ba docs(adr): ADR-024 PPT Wave 2 (forecast + promo_compare) + deprecate bcg/growth
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Wave 2 完成 2 種新報表：
- forecast_pre_event (9f04dc3) — 檔期前 14 天備戰策略 (BU 主管用)
- promo_compare (958f705) — 多活動 ROI 並排比較 (行銷主管覆盤)

正式廢除（DEPRECATED 標記，函式保留作 internal helper）：
- bcg — 與 strategy 報表功能重疊（strategy 已含 BCG 五級分類）
- growth — 已被 quarterly + half_yearly + annual + ttm 完全取代

報表體系現況：16 種有效（v3 重做 6 + Wave 1 新增 8 + Wave 2 新增 2）+ 2 種
DEPRECATED；4 種角色覆蓋（採購/PM/行銷/CFO/CEO）。

forecast 核心：baseline 日均 × 21 天 × lift_factor，含 8 種檔期靜態知識
（雙11 1.65× / 母親節 1.40× 等），封面倒數天數徽章自動切換。

promo_compare 核心：N 場活動並排 KPI 表 + 拉抬 % 排序橫條 + 4 排名亮點
（最高拉抬/最低拉抬/最佳毛利/最高業績）。

Wave 3 待辦：market_intel_weekly / new_product / clv / price_elasticity
Wave 4 待辦：inventory / operations / finance（依資料層）

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 12:30:35 +08:00