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143 Commits

Author SHA1 Message Date
OoO
5b52af9e2f 補強 cache best-effort 診斷
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2026-05-13 11:04:34 +08:00
OoO
8a36856171 補強 Telegram callback 診斷
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2026-05-13 11:03:37 +08:00
OoO
f44c429a56 補強 AI logger best-effort 診斷
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2026-05-13 11:02:38 +08:00
OoO
ec5a22dd24 記錄 Telegram pending action 驗證 2026-05-13 11:01:20 +08:00
OoO
89c400d53e 補上 OpenClaw best-effort 區塊紀錄
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2026-05-13 10:59:50 +08:00
OoO
7e928509a8 記錄 Agent Actions 動態入口驗證 2026-05-13 10:57:24 +08:00
OoO
f9d3da5c16 記錄 AutoHeal DB guardrail 驗證 2026-05-13 10:39:51 +08:00
OoO
5285abe5b0 記錄 DB migration 覆蓋守門 2026-05-13 10:39:23 +08:00
OoO
4256a04508 記錄 Telegram 與 MCP 缺口驗證 2026-05-13 10:38:51 +08:00
OoO
adfcccffc1 補齊盤點修補 commit 清單
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2026-05-13 10:33:01 +08:00
OoO
ae79cdd9d6 記錄依賴盤點驗證結果
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2026-05-13 10:31:00 +08:00
OoO
47c59fdd15 更新自動匯入修補記憶
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2026-05-13 10:29:11 +08:00
OoO
4e6e9bfe5d 綁定自動匯入日期查詢參數 2026-05-13 10:28:48 +08:00
OoO
e29529f2a9 校正 Observability 修補記憶 hash 2026-05-13 10:18:16 +08:00
OoO
3cb091f598 記錄 Observability fail-safe 區塊失敗
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2026-05-13 10:18:05 +08:00
OoO
0bc6f18732 更新 Claude 盤點修補記憶 2026-05-13 10:06:14 +08:00
OoO
d30b40a694 更新 Claude 盤點整改記憶 2026-05-13 09:41:21 +08:00
OoO
83645eaadf 記錄 Claude 盤點驗證結果 2026-05-13 09:29:48 +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
dc7fe371bd test(observability): add deploy gate self-test
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2026-05-06 13:44:20 +08:00
OoO
a6100a3d01 ci(observability): centralize deploy gate detection
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2026-05-05 23:47:34 +08:00
OoO
8cb82d4cd5 ci(observability): include QA entrypoints in deploy gate
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2026-05-05 23:43:34 +08:00
OoO
215bd9b73c ci(observability): verify CSS mirror instead of mutating runner
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2026-05-05 23:40:45 +08:00
OoO
4380fa641c ci(observability): gate frontend deploys with QA suite
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2026-05-05 23:39:00 +08:00
OoO
3db8f5c5b2 chore(observability): polish QA entrypoint docs
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2026-05-05 23:37:00 +08:00
OoO
7225e81c08 chore(observability): pass QA target args through quick review
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2026-05-05 23:32:13 +08:00
OoO
7ce74e32fe docs(memory): record observability UI QA guardrails 2026-05-05 23:28:06 +08:00
OoO
65eea5eb9a chore(observability): add noninteractive QA quick review flags
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2026-05-05 23:25:55 +08:00
OoO
ce7dd6068c docs(deploy): require observability QA for frontend changes 2026-05-05 23:24:33 +08:00
OoO
be1d1aec03 test(observability): include health in smoke suite
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2026-05-05 23:20:45 +08:00
OoO
cdcbcf1d80 chore(observability): centralize QA page contract
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2026-05-05 22:19:25 +08:00
OoO
346e9672a6 chore(observability): add CSS mirror sync helper
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2026-05-05 22:16:41 +08:00
OoO
15f7c8660d fix(observability): serve CSS from Flask static path
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2026-05-05 22:14:47 +08:00
OoO
6d015c5b6b test(observability): assert design system markers
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2026-05-05 22:08:44 +08:00
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422137efa8 test(observability): validate sidebar route coverage
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2026-05-05 21:46:28 +08:00
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e7d567c6be test(observability): assert page content markers
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2026-05-05 15:53:39 +08:00
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8643ed12ad test(observability): validate nav active page contract
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2026-05-05 15:48:39 +08:00
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3fca720fa1 test(observability): guard sidebar navigation design
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2026-05-05 15:41:39 +08:00
OoO
6a0d5c138d test(observability): add one-shot QA suite
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2026-05-05 15:39:55 +08:00
OoO
b963dcf209 test(observability): add production page smoke check
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2026-05-05 15:35:47 +08:00
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62276f8b0c chore(observability): wire UI guard into quick review
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2026-05-05 15:31:04 +08:00
OoO
07c9e200d0 test(observability): add UI regression guard
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2026-05-05 15:04:21 +08:00
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fa3e0884ad docs(observability): 補齊 UI 治理規範
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2026-05-05 14:59:45 +08:00
OoO
054685826a feat(observability): 重塑 AI 觀測台戰情室 UI
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2026-05-05 13:17:42 +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
c13dc22639 feat(p20)+docs: cost auto-throttle + LLM 模型完整評估
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Operation Ollama-First v5.0 / Phase 20 + LLM 模型治理

services/cost_throttle_service.py (新檔, 200+ 行)
- evaluate_throttle_status() 每小時 cron 跑
- 查 ai_call_budgets monthly × 累計 spent → 月底線性外推
- 推估 > 預算 110% → 標 throttled（hysteresis：降到 95% 才解除）
- _push_throttle_alerts: 狀態變化推 Telegram
- is_provider_throttled(provider) public API（給 anthropic/gemini caller 啟動 check）
- COST_THROTTLE_ENABLED 預設 OFF（避免戰時誤節流）

run_scheduler.py 加 2 cron + task wrapper
- 每 1 小時：cost_throttle_evaluate
- 每日 00:05：cost_throttle_reset_if_new_month

docs/llm_model_full_evaluation_20260504.md (260+ 行)
- 場景 × 模型對應矩陣（4 大層次）
  戰術層 / 戰略層 / 多模態 / 雲端 API
- 本次啟動的追加 4 模型（qwen2.5-coder:32b / deepseek-r1:14b /
  llava / gemma3:4b）— Primary + Secondary 並行拉
- Phase 21 路由優化建議（context size + complexity 動態選 model）
- Phase 22 多供應商編排 + cost throttle 整合
- 儲存 / RAM / 延遲評估
- 模型治理 SOP（新增 / 替換 / 淘汰）
- COST_TABLE 對齊（含 deepseek 直連價格）

啟用前置（待統帥）：
1. Primary + Secondary 4 模型拉完（背景進行中）
2. .env: COST_THROTTLE_ENABLED=true（觀察 1 週後）
3. ANTHROPIC_API_KEY 設後 Code Review 自動切 Claude Opus 4.7

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-04 10:36:56 +08:00
OoO
98063059c2 feat(p14-18): PPT vision + DeepSeek 直連 + caller_registry + Hermes 強化 + postmortem
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Operation Ollama-First v5.0 / Phase 14-18 全套（statesman 批准全部）

Phase 14 — services/ppt_vision_service.py (新檔, 200+ 行)
- minicpm-v:latest（GCP Primary 已拉 5.5GB，代替 qwen2-vl 不存在）
- check_image(image_path) → VisionResult.issues_found 視覺異常清單
- 走 resolve_ollama_host 三主機 retry + mark_unhealthy
- 繁中強制 system prompt + 結構化解析 ⚠️ marker
- feature flag PPT_VISION_ENABLED 預設 OFF

Phase 15 — services/deepseek_service.py (新檔, 170+ 行)
- DeepSeek API 直連 (api.deepseek.com/v1)，OpenAI-compatible
- 取代部分 OpenRouter 路徑（直連便宜 ~30-50% + 延遲低）
- deepseek-chat ($0.014/$0.28) / deepseek-reasoner ($0.14/$2.19)
- feature flag DEEPSEEK_DIRECT_ENABLED 預設 OFF
- DeepSeekResponse 含 input_tokens/output_tokens/duration_ms

Phase 16 — services/llm_caller_registry.py (新檔, 130+ 行)
- CALLER_REGISTRY frozenset 集中管理 35+ 個 caller 名（ADR-028 白名單）
- assert_known_caller(strict=False) 整合到 ai_call_logger __init__
- 不在 registry → log warning（不 raise，保留擴展彈性）
- list_callers_by_service() 分組除錯
- 解 critic-A11 第 3 輪 L4 修補（命名分散三層）

Phase 17 — _is_low_quality_response 4 條新規則（A2 警訊深化）
- 規則 5：純英文回應（中文字元 < 30%）
- 規則 6：thinking-mode 漏洞（<think>...</think> 洩漏）
- 規則 7：重複迴圈偵測（前 50 字出現 ≥ 3 次）
- 規則 8：佔位符未填充（{{var}} / [TODO] / <待填>）

Phase 18 — docs/operation_ollama_first_v5_postmortem.md (新檔)
- 戰役完整時間軸（Day 1-2）
- 3 大決策替代分析
- 4 個 critical hotfix 教訓
- Owen 三護欄落地對照
- KPI 達成度（Wave 1 提前 4 天 / Wave 2 提前 10 天）
- 統帥手動清單 + 7 條未來戰役教訓

Phase 13 補強（合併本 commit）：
- ai_call_logger COST_TABLE 補 7 個新模型（qwen3:14b / qwen2.5:7b-instruct
  / qwen2.5-coder:32b / qwen2-vl:7b / deepseek-r1:14b / gemma3:4b / minicpm-v）

regression: 214 unit tests 全綠（4:02 跑完），2 skipped

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-04 10:19:13 +08:00