Your Name 86ee013cdf feat(hermes-complete): Hermes NL 三項補強 + ConsensusEngine + ADR 收尾 ...

## Hermes NL 補強（nl_gateway.py）
- T1 hermes_dispatch_log DB 寫入（asyncio.create_task 非阻擋）
- T2 Redis 速率限制：per-chat_id 20 req/min，fail-open
- T3 Multi-turn session：hermes:session:{chat_id}:{user_id} TTL=300s，最近 3 輪

## ConsensusEngine（ADR-095 宣告式設計）
- consensus_engine.py: CONSENSUS_WEIGHTS class 屬性
  security=0.4 鎖定，9 個 Claude Code agent 分配 0.6
- config.py: ENABLE_12AGENT_CONSENSUS=False feature flag

## ADR 狀態
- ADR-093/094/095: Proposed → 🟡 批准實作中
- 各 ADR 加 v1.1 變更紀錄

## K8s ConfigMap
- prod 04-configmap.yaml: 加 3 個 feature flags（均 false）
- dev 02-configmap.yaml: 同步加入

## LOGBOOK
- 記錄 WS0–WS6 + 補強完成，feature flags 啟用指引

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-04-25 02:22:40 +08:00

..

_archived

chore(api): Phase 16 R2 封存舊版代碼

2026-03-25 16:08:49 +08:00

ai_providers

feat(telegram): AI 鏈路透明化 — 告警訊息顯示 OpenClaw + Tool Calling 模型/後端

2026-04-09 15:05:16 +08:00

notifications

fix(api): 修復時區 import 排序與未使用變數 lint 錯誤

2026-03-25 09:26:58 +08:00

__init__.py

fix(api): 修復 10 個 Lint 錯誤 (imports 排序 + unused imports + set comprehension)

2026-03-28 18:51:52 +08:00

agent_orchestrator.py

fix(agents): 移除人工 per-agent timeout，LLM 必須等完整回應

2026-04-16 02:54:34 +08:00

agent_service.py

fix(api): 修復全部 lint 錯誤 (ruff --fix)

2026-03-26 16:06:20 +08:00

ai_advisory_helpers.py

feat(ai_advisory): P0 修 leader lock + inline keyboard + callback handler

2026-04-19 23:02:57 +08:00

ai_control.py

fix(ai): I1+I3 — Redis TTL + openclaw_nemo 命名對齊

2026-04-03 13:22:36 +08:00

ai_rate_limiter.py

fix(ai): I1+I3 — Redis TTL + openclaw_nemo 命名對齊

2026-04-03 13:22:36 +08:00

ai_router.py

fix(aiops): bound phase2 timeout and repair incident links

2026-04-24 23:53:56 +08:00

ai_slo_calculator.py

fix(alerts): PENDING 收斂無 TTL → 老記錄永久封鎖 Telegram 告警

2026-04-15 18:56:26 +08:00

aider_event_service.py

fix(aider-watch): code-review fixes (4 issues)

2026-04-21 00:59:21 +08:00

aiops_kpi_service.py

feat(api): AIOps KPI Dashboard — AI 自主化成熟度全景 (積木化重構)

2026-04-19 21:21:46 +08:00

alert_analyzer_service.py

fix(alert): fingerprint 加 alertname 防跨告警指紋衝突 + 補入缺漏心跳分類

2026-04-12 22:50:20 +08:00

alert_grouping_service.py

feat(adr-076): 戰術 B 四大 Task 全部完成 — 告警聚合+重試+自動報告

2026-04-14 14:39:14 +08:00

alert_rule_engine.py

fix(flywheel): 自動化飛輪六大能力修復（ADR-092 B3）

2026-04-24 10:55:50 +08:00

anomaly_counter.py

fix(flywheel): P2 Approval 逾期不結案 → KM 學習鏈斷鏈修復

2026-04-15 19:21:21 +08:00

approval_db.py

feat(ws2): ADR-093 路由統一 — BIGINT + NotificationMatrix + feature flag

2026-04-25 02:10:06 +08:00

approval_execution.py

fix(aiops-p1): Playbook 學習閉環 5斷點全修 + DB Migration（ADR-092 B4）

2026-04-24 15:41:35 +08:00

audit_log_service.py

refactor(api): Phase 22 P1 模組化修復 - Router→Service 封裝

2026-03-31 16:25:00 +08:00

auto_approve.py

fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4）

2026-04-24 15:32:23 +08:00

auto_repair_service.py

fix(auto-repair): _extract_symptoms 優先用 labels.alertname 取得原始 alertname

2026-04-09 12:26:18 +08:00

blast_radius_calculator.py

fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4）

2026-04-24 15:32:23 +08:00

callback_action_spec.yaml

feat(Phase 5 Sprint 5.0): Callback Dispatcher 規格 + 骨架 + 22 測試

2026-04-14 20:34:14 +08:00

callback_dispatcher.py

feat(Phase 5 Sprint 5.2): Callback dispatcher 接入真實 MCP registry

2026-04-14 20:43:40 +08:00

chat_manager.py

fix(nemotron): deepseek-r1 num_predict 400→1200，避免 <think> block 截斷後空回覆

2026-04-10 22:35:37 +08:00

ci_auto_repair.py

fix(api): 全面清除假信心分數 - 遵循 feedback_confidence_truthfulness.md

2026-03-29 16:00:46 +08:00

complexity_scorer.py

feat(api): Phase 13 智能路由 + CI/CD 整合 (#74-88)

2026-03-26 15:32:52 +08:00

consensus_engine.py

feat(hermes-complete): Hermes NL 三項補強 + ConsensusEngine + ADR 收尾

2026-04-25 02:22:40 +08:00

context_gatherer.py

fix(lint): ruff auto-fix + lewooogo-core src 加入 git

2026-03-23 23:51:37 +08:00

decision_manager.py

fix(aiops-p1): Playbook 學習閉環 5斷點全修 + DB Migration（ADR-092 B4）

2026-04-24 15:41:35 +08:00

declarative_remediation.py

fix(aiops): 打通 AI 自主學習鏈 — verifier 改 await + aol 動作回灌

2026-04-19 12:07:29 +08:00

diagnosis_aggregator.py

feat(api): ADR-030 Phase 2 診斷資料收集強化

2026-03-26 21:55:50 +08:00

drift_adopt_service.py

fix(flywheel): 自動化飛輪六大能力修復（ADR-092 B3）

2026-04-24 10:55:50 +08:00

drift_analyzer.py

feat(phase25): Nemotron 主動防禦三方向 P0+P1+P2 完整實作

2026-04-04 12:35:05 +08:00

drift_detector.py

fix(sensors+drift+repair-card): 全景修復三個節點問題

2026-04-16 20:50:06 +08:00

drift_interpreter.py

fix(drift): 改用 OpenClaw AI Router 取代 Ollama httpx 直連

2026-04-17 10:27:39 +08:00

drift_narrator_service.py

feat(drift+target): P0.1+P0.2+P0.3 三修 — drift 分頁分類 + AI 推薦 + target 追 trace

2026-04-20 04:04:13 +08:00

drift_remediator.py

fix(phase25): 首席架構師 Review R2 修正 (I1/I2/I3/I4/C3/M1)

2026-04-05 00:22:38 +08:00

dry_run.py

feat: add all application source code

2026-03-22 18:57:44 +08:00

dynamic_baseline_service.py

fix(Phase 4): 修正呼叫點遺漏傳入參數 — promql 和 sample_log

2026-04-15 15:34:33 +08:00

embedding_service.py

feat(D1): models.json 集中化 — ADR-067 五大 Ollama 應用 hardcode 消除

2026-04-11 20:45:53 +08:00

error_analyzer_service.py

fix(api): 全面清除假信心分數 - 遵循 feedback_confidence_truthfulness.md

2026-03-29 16:00:46 +08:00

evidence_snapshot.py

fix(aiops): 修復 evidence 空白 → AI ABSTAIN 問題

2026-04-16 16:26:07 +08:00

executor.py

fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4）

2026-04-24 15:32:23 +08:00

failure_watcher.py

fix(sensors+drift+repair-card): 全景修復三個節點問題

2026-04-16 20:50:06 +08:00

finetune_exporter.py

feat(kpi): ADR-090-D MASTER §7.1 北極星 KPI 5 斷鏈全修

2026-04-19 00:00:31 +08:00

flywheel_stats_service.py

fix(pipeline): 三斷點修復 — SLO公式+NO_ACTION堆積+幻覺降級風險

2026-04-21 22:26:07 +08:00

gitea_webhook_service.py

fix(gitea-review): PR/push AI analysis always failing — 兩個根因修復

2026-04-21 15:19:14 +08:00

github_api_service.py

refactor(api): Phase 22 P0 leWOOOgo 模組化修復

2026-03-31 16:06:35 +08:00

gitops_pr_service.py

feat(Phase 5): Declarative 修復抽象化 + Blast Radius 分控 全部完成

2026-04-15 16:06:54 +08:00

global_repair_cooldown.py

fix(tests): 首席架構師審查修復 - 測試套件 + DI 強化 (96/100 OUTSTANDING)

2026-04-01 11:11:50 +08:00

graph_rag.py

refactor: ClawBot → OpenClaw 全域更名

2026-03-24 12:57:36 +08:00

health_check_service.py

refactor(api): Phase 22 P0 leWOOOgo 模組化修復

2026-03-31 16:06:35 +08:00

heartbeat_report_service.py

feat(ws2): ADR-093 路由統一 — BIGINT + NotificationMatrix + feature flag

2026-04-25 02:10:06 +08:00

host_aggregator.py

feat(host_aggregator+k8s): 新增 121 K3s Worker 主機監控

2026-04-09 23:36:36 +08:00

host_repair_agent.py

refactor(api): Re-Review S1/S2/S3 改善 — 消除重複+防禦性驗證+測試隔離

2026-04-07 11:17:40 +08:00

image_analysis_service.py

feat(D1): models.json 集中化 — ADR-067 五大 Ollama 應用 hardcode 消除

2026-04-11 20:45:53 +08:00

incident_approval_service.py

fix(aiops): bound phase2 timeout and repair incident links

2026-04-24 23:53:56 +08:00

incident_engine.py

feat(types): ADR-046 IncidentConverter + IncidentEngineAdapter

2026-03-31 22:47:54 +08:00

incident_memory.py

feat(types): ADR-046 IncidentConverter + IncidentEngineAdapter

2026-03-31 22:47:54 +08:00

incident_service.py

fix(aiops): correct host alert fallback and resolved stamp

2026-04-25 00:14:07 +08:00

intent_classifier.py

fix(flywheel): 自動化飛輪六大能力修復（ADR-092 B3）

2026-04-24 10:55:50 +08:00

k3s_monitor_service.py

docs: 更新 LOGBOOK - #17 i18n Hydration 完成

2026-03-31 11:23:38 +08:00

k8s_diagnostics.py

feat(api): ADR-030 Phase 2 診斷資料收集強化

2026-03-26 21:55:50 +08:00

km_conversion_service.py

fix(km): 修補 KMConversionService 兩個屬性錯誤

2026-04-12 17:52:57 +08:00

knowledge_extractor_service.py

fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4）

2026-04-24 15:32:23 +08:00

knowledge_rag_service.py

refactor(rag): C1 修正 — 新增 rag_chunk_repository，Service 不再直接存 DB

2026-04-10 10:43:53 +08:00

knowledge_service.py

feat(D1): models.json 集中化 — ADR-067 五大 Ollama 應用 hardcode 消除

2026-04-11 20:45:53 +08:00

langfuse_client.py

fix: 首席架構師審查修復 — i18n/CD/時區/死碼清理

2026-04-02 09:02:41 +08:00

learning_service.py

feat(trust): ADR-088 Trust Score 持久化 — L4 自動放行核心

2026-04-17 16:14:44 +08:00

llm_json_parser.py

refactor(p1): LLM JSON parse helper 抽出 + coverage 閾值雙條件 (架構師 Review P1)

2026-04-19 22:39:40 +08:00

local_code_review_service.py

feat(D1): models.json 集中化 — ADR-067 五大 Ollama 應用 hardcode 消除

2026-04-11 20:45:53 +08:00

log_anomaly_detector.py

fix(Phase 4): 修正呼叫點遺漏傳入參數 — promql 和 sample_log

2026-04-15 15:34:33 +08:00

log_summary_service.py

feat(D1): models.json 集中化 — ADR-067 五大 Ollama 應用 hardcode 消除

2026-04-11 20:45:53 +08:00

mcp_tool_registry.py

feat(adr-081): Phase 1 感官縱深 — 8D 情報蒐集 + 執行後驗證

2026-04-15 13:08:38 +08:00

metrics_service.py

refactor(api): Phase 17 metrics.py Router 層違規修復

2026-03-26 10:01:57 +08:00

model_registry.py

fix(arch-review): 首席架構師審查 S1×3 S2×3 S3×3 全修復 + ADR-064

2026-04-09 10:52:40 +08:00

model_rollback_service.py

feat(P6): 提交 offline_replay_service + model_rollback_service (漏提)

2026-04-15 22:29:09 +08:00

multi_sig_redis.py

refactor(api): Phase 17 P1 Tier 3 紅區服務 Protocol 定義

2026-03-26 12:49:30 +08:00

notification_matrix.py

feat(ws2): ADR-093 路由統一 — BIGINT + NotificationMatrix + feature flag

2026-04-25 02:10:06 +08:00

nvidia_provider.py

feat: Ollama 本機 Tool Calling 取代 NVIDIA 雲端 (44s→~5s)

2026-04-09 14:55:04 +08:00

openclaw_http_service.py

refactor(api): Phase 22 P0 leWOOOgo 模組化修復

2026-03-31 16:06:35 +08:00

openclaw.py

fix(aiops-p2): P2.1 LLM品質三修 — Evidence-First + consensus confidence + raw_evidence注入

2026-04-24 15:52:25 +08:00

operation_parser.py

fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4）

2026-04-24 15:32:23 +08:00

playbook_embedding_service.py

refactor(flywheel): 首席架構師審查修正 C1/C2/I1/I2/I3/I4/M1

2026-04-10 11:35:10 +08:00

playbook_evolver.py

fix(flywheel): 自動化飛輪六大能力修復（ADR-092 B3）

2026-04-24 10:55:50 +08:00

playbook_rag.py

fix(auto-repair): 首席架構師 Review — 4 Critical/Important 修復

2026-04-04 12:02:03 +08:00

playbook_seed_service.py

fix(flywheel): 自動化飛輪六大能力修復（ADR-092 B3）

2026-04-24 10:55:50 +08:00

playbook_service.py

fix(aiops): ADR-092 三修 — Playbook enum崩潰 + Telegram永久靜默 + 採納失敗 + AI自健診

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

post_execution_verifier.py

feat(adr-081): Phase 1 感官縱深 — 8D 情報蒐集 + 執行後驗證

2026-04-15 13:08:38 +08:00

pre_decision_investigator.py

fix(aiops-p1): Playbook 學習閉環 5斷點全修 + DB Migration（ADR-092 B4）

2026-04-24 15:41:35 +08:00

preflight_service.py

fix(sprint5.1): 首席架構師審查修正 — S1×4 S2×2 S3×1

2026-04-08 16:36:18 +08:00

proactive_inspector.py

fix(aiops-p0): 六大病根 P0 全面修復（ADR-092 B4）

2026-04-24 15:32:23 +08:00

proposal_service.py

fix(aiops): bound phase2 timeout and repair incident links

2026-04-24 23:53:56 +08:00

rag_service.py

fix(api): lint errors in Rate Limiter + RAG services

2026-03-26 16:03:16 +08:00

report_generation_service.py

fix(report): 修正 approval_records.status 大小寫不一致

2026-04-22 09:10:39 +08:00

resource_resolver.py

fix(api): 全面清除假信心分數 - 遵循 feedback_confidence_truthfulness.md

2026-03-29 16:00:46 +08:00

rollback_manager.py

feat(Phase 5): Declarative 修復抽象化 + Blast Radius 分控 全部完成

2026-04-15 16:06:54 +08:00

runbook_generator.py

fix(tg+km): 補齊 Telegram 操作紀錄揭露與 KM 分類修復 (ADR-076)

2026-04-16 02:46:17 +08:00

sanitization_service.py

feat(adr-081): Phase 1 感官縱深 — 8D 情報蒐集 + 執行後驗證

2026-04-15 13:08:38 +08:00

security_interceptor.py

feat(ws3): ADR-093 Callback User-ID Binding + ADR-094 Webhook 入口

2026-04-25 02:10:06 +08:00

sentry_service.py

fix(api): 修復 34 個 Ruff lint 錯誤

2026-03-29 15:27:49 +08:00

sentry_webhook_service.py

feat(mcp-integrations): Phase S 架構修復 + MCP 整合基礎建設

2026-04-01 16:20:57 +08:00

service_registry.py

fix(api): service_registry 安全降級 — Docker 無 YAML 時不 crash，fallback AUTO

2026-04-08 21:47:38 +08:00

signal_producer.py

fix(aiops): 修復 sensors=0/0 根因 — MCPToolRegistry 從未在 startup 初始化

2026-04-16 15:35:19 +08:00

signoz_client.py

feat(api): Phase 13 智能路由 + CI/CD 整合 (#74-88)

2026-03-26 15:32:52 +08:00

stats_service.py

fix(api): 修復 34 個 Ruff lint 錯誤

2026-03-29 15:27:49 +08:00

telegram_gateway.py

feat(ws4): Hermes NL 自然語言介面 — 12-Agent Claude SDK 接入（ADR-094/095）

2026-04-25 02:10:06 +08:00

terminal_service.py

refactor(api): Phase B P1 可靠性強化 (2 項)

2026-03-30 01:52:59 +08:00

test_context_gatherer.py

fix(ci): Resolve Python and TypeScript lint errors

2026-03-24 09:20:56 +08:00

token_counter.py

fix(api): 修復全部 lint 錯誤 (ruff --fix)

2026-03-26 16:06:20 +08:00

trend_predictor.py

feat(Phase 4): 主動巡檢 + 趨勢預測 + 8D 感官升級 全部完成

2026-04-15 15:47:05 +08:00

trust_drift_detector.py

fix(alerts): PENDING 收斂無 TTL → 老記錄永久封鎖 Telegram 告警

2026-04-15 18:56:26 +08:00

trust_engine.py

feat(trust): ADR-088 Trust Score 持久化 — L4 自動放行核心

2026-04-17 16:14:44 +08:00

velero_client.py

fix(sprint5.1): 首席架構師審查修正 — S1×4 S2×2 S3×1

2026-04-08 16:36:18 +08:00

weekly_report_service.py

feat: Sprint 4 Phase E+F — 前端處置統計 + 週報處置分佈

2026-04-07 13:02:20 +08:00