Your Name
3059897318
feat(governance): auto-deprecate low-trust unused playbooks (>30d)
...
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trust_drift previously fired alerts forever for playbooks stuck below
the 0.2 threshold. With user authorization for governance-class
auto-fixes, check_trust_drift now retires playbooks that have been
unused for 30+ days (or never used and created 30+ days ago) by
flipping status to 'deprecated' before alerting.
Alerts now report drifted_count, auto_deprecated_count, and the kept
playbook_ids that still need human review (those in their 30d trial
window). Existing alert noise from the four currently-drifted
playbooks should drop to whatever fraction is genuinely in trial.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-02 12:31:37 +08:00
Your Name
607358c4dd
fix(approval): route SSH actions through SSHProvider on manual approve
...
parse_operation_from_action only knew kubectl and Chinese restart phrases,
so any "ssh host '...'" action approved via Telegram fell through to
"Could not parse operation type" and reported a fake failure even though
the LLM had proposed a valid host repair.
Adds OperationType.SSH_HOST, makes the parser detect ssh prefixes (with
optional flags / user@host) before kubectl patterns, and routes the
SSH_HOST branch in approval_execution.execute_in_background through
SSHProvider with the same tool keywords decision_manager uses
(ssh_docker_prune / ssh_docker_restart / ssh_systemctl_restart /
ssh_diagnose). Unroutable SSH actions now fail loudly with a descriptive
error instead of silently breaking.
Trigger: 2026-05-02 incidents INC-20260502-D6D0B7 / E12EE4 / 557055
were approved by the user but executor reported "Could not parse" and
left the alerts pending.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-02 12:31:37 +08:00
Your Name
3156ff1c69
feat(aiops): add ssh_docker_prune to auto-repair flywheel for disk-full alerts
...
Adds Group B SSH MCP tool ssh_docker_prune (image+volume+builder prune
with ≥75% disk usage gate) and routes "docker prune" actions through it.
Flips HostDiskUsageHigh from auto_repair=false to true with mcp_provider
routing labels so the flywheel can self-heal next disk-full event without
hitting the emergency_channel Telegram path.
Trigger: 2026-05-01 → 05-02 Telegram alert storm (peak 53/hr) caused by
empty ssh-mcp-key/known_hosts secret rejecting all SSH and forcing every
disk-full alert through "Host key is not trusted → escalate" loop.
known_hosts patched live; this commit closes the playbook gap so the
next occurrence resolves without manual intervention.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-02 12:31:37 +08:00
Your Name
8cf559215c
docs(awooop): add Phase 1 Isolation Foundation implementation plan (ADR-106 P1)
2026-05-02 12:28:33 +08:00
Your Name
443947ffa1
fix(ci): avoid code review sigpipe on large diffs [skip ci]
2026-05-01 20:59:14 +08:00
Your Name
7795f027d2
fix(aiops): persist emergency intervention traces
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2026-05-01 20:34:33 +08:00
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8e49f2ea88
fix(ci): preserve ssh mcp known hosts [skip ci]
2026-05-01 17:18:32 +08:00
Your Name
433f7b068e
fix(aiops): close ssh and telegram remediation gaps
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2026-05-01 16:53:02 +08:00
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3650fc727a
docs(ci): record runner user service takeover state
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2026-05-01 16:30:54 +08:00
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bc295eaec2
fix(ci): allow user service for gitea host runner
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2026-05-01 16:24:45 +08:00
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cb5ab900c4
fix(ci): preserve gitea runner jobs on shutdown
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2026-05-01 16:16:27 +08:00
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b0da6da1e9
feat(aiops): structure agent loop shadow output
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2026-05-01 15:09:57 +08:00
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f8e44971c1
feat(aiops): enable read-only agent loop canary
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2026-05-01 14:20:16 +08:00
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6ec3f116fd
fix(ci): normalize migration database url for psql
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2026-05-01 13:30:32 +08:00
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7e4d995e4b
feat(aiops): add mcp agent loop foundation
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2026-05-01 13:21:19 +08:00
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9db87f177e
fix(aiops): suppress repeated llm alert loops
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2026-05-01 13:02:07 +08:00
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11673d80ea
fix(aiops): route backup decisions through ssh
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2026-05-01 12:50:01 +08:00
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3a6acae408
fix(km): add phase25 knowledge enum labels
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2026-05-01 11:03:03 +08:00
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2c12bce135
fix(aiops): use existing escalation event type
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2026-05-01 10:56:59 +08:00
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97be5dedd7
fix(aiops): escalate failed host verification
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2026-05-01 10:47:42 +08:00
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e4aef6ac4e
fix(aiops): block k8s playbooks for host repair
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2026-05-01 10:33:52 +08:00
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ca22ec2fd2
fix(aiops): route backup failures rule-first
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2026-05-01 10:11:10 +08:00
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f154ac022e
feat(playbook): version generated playbooks
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2026-04-30 23:59:39 +08:00
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f0d14ab6c4
fix(aiops): escalate blocked auto repair
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2026-04-30 23:49:17 +08:00
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6e04fe9c8a
feat(playbook): generate drafts with local llm
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2026-04-30 23:04:58 +08:00
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95110971f3
fix(telegram): close remaining DM alert routes
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2026-04-30 23:02:17 +08:00
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712d3e5a77
fix(ci): send workflow alerts to SRE group
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2026-04-30 15:05:16 +08:00
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61f5a6a419
fix(telegram): route alerts to SRE war room
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2026-04-30 15:01:23 +08:00
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ed2a4838f2
fix(auto): use action parser for repair gates
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2026-04-30 14:06:09 +08:00
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4723499955
fix(cd): install playwright system deps for smoke
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2026-04-30 11:02:12 +08:00
Your Name
e27b462bef
fix(ops): keep disabled gitea runner stopped
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2026-04-30 10:59:46 +08:00
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0f7e9d3467
fix(cd): run docker builds on host runner
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2026-04-30 10:43:33 +08:00
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7cc10b2599
fix(cd): serialize gitea docker builds
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2026-04-30 10:11:50 +08:00
Your Name
e91db52858
docs(logbook): record 639bb64 prod deployment [skip ci]
2026-04-30 09:45:48 +08:00
Your Name
639bb64788
feat(flywheel): surface ai automation and code review
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2026-04-30 00:09:25 +08:00
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4a57c2d04f
feat(flywheel): expose incident processing timeline
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2026-04-29 23:38:30 +08:00
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f5f41543c9
docs: ADR-105 推翻 A2 + LOGBOOK 2026-04-29 LLM 飛輪復活戰
...
ADR-105 完整記錄推翻 A2 鐵律的決策：
- Context: A2 歷史背景 + 2 個月後事實基礎變化（GPU + qwen2.5:7b）
- Decision: 4 處修改（IntentType.DIAGNOSE override / chain / openclaw.py task_type / 6 regression test）
- Consequences: 正面（飛輪復活）+ 負面（Ollama 單點）+ 已知債（ADR-106-109 後續）
- Validation: 部署前 1635 tests 全綠，部署後 5 項驗證指標
- Rollback: env 切換 / git revert
LOGBOOK 加 2026-04-29 條目：
- 真根因：4 provider 全死 + A2 鐵律排除 Ollama
- CD 連環血淚：5 個 commit 全 failure（setup_test_schema.sql 缺欄）
- 已落地（不依賴 CD）：Prometheus 17 條 rule + Gemini sanitize
- Memory 索引同步更新（指向 project_revert_a2_ollama_primary.md）
注意：docs/ 不在 cd.yaml paths trigger，此 commit 不影響 CD。
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
2026-04-29 20:59:53 +08:00
Your Name
6eb33594c2
docs(logbook): T0 12-Agent 全景驗證紀錄
...
承接前段 session wave2 (commit 143c15f0noreply@anthropic.com >
2026-04-29 10:44:39 +08:00
Your Name
025a493f06
feat(p3.2+adr-100): Model Version Tracker + SLO 自治 + KB rot cleaner
...
run-migration / migrate (push) Failing after 12s
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Wave 8 P3.2 模型版本追蹤 + ADR-100 SLO 自我治理 + 配套：
P3.2 — Model Version Tracking:
- model_version_probe.py (268 行) — 探測 Ollama / OpenRouter 等 provider 的 model version
- model_version_tracker.py (101 行) — 對齊 PG provider_version_history 表
- migrations/p3_2_provider_version_history.sql + rollback — 25 行 schema
- db/models.py +32 行 — ProviderVersionHistory ORM
ADR-100 — AI 自主化 SLO:
- docs/adr/ADR-100-ai-autonomous-slo.md (167 行) — 飛輪 SLO 設計與閾值
- ops/monitoring/slo-rules.yml (254 行) — Prometheus SLO recording rules + alerts
- ops/monitoring/tests/test_slo_rules.yaml (242 行) — promtool unit tests
整合修改:
- main.py +72 行 — Lifespan 啟動 model_version_probe + KB rot cleaner schedule
- gitea_webhook.py +45 行 — webhook 接收 model 版本變化通知
- ci_auto_repair.py / evidence_snapshot.py / pre_decision_investigator.py — 配合接線
新測試:
- test_kb_rot_cleaner_schedule.py (120 行) — 9 tests pass
- test_slo_rules.yaml — promtool 驗收
Tests: 9 passed (test_kb_rot_cleaner_schedule)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
Co-Authored-By: Multiple Engineers (P3.2 + ADR-100) <noreply@anthropic.com >
2026-04-27 14:54:19 +08:00
Your Name
fb130c9a28
feat(p3.1-t2): DiagnosisAggregator stub tests + sanitization 補強 + metrics 補欄
...
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Wave 8 P3.1-T2 後續補測 + 配套：
新增測試:
- test_diagnosis_aggregator_stub.py (238 行) — 15 tests
· stub fixture 驗證 _collect_diagnosis_aggregator 接線
· feature flag default off 不呼叫
· timeout 邊界 / exception fail-soft
修改:
- core/metrics.py +23 — 新增 DiagnosisAggregator 相關 Prometheus 指標
- sanitization_service.py +24 — 補強 prompt sanitize 邊界（vuln #4 配套）
- RUNBOOK-AGENT-STEP-LATENCY.md / agent_step_latency_rules.yaml — 微調
Tests: 15 passed
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
2026-04-27 08:30:26 +08:00
Your Name
fefe4c21cd
fix(inc-20260425): A1+A2 後續 — Solver/Critic timeout + auto_repair 接線 + Runbook + Grafana
...
CD Pipeline / build-and-deploy (push) Has been cancelled
延續 595629c0noreply@anthropic.com >
Co-Authored-By: Claude Sonnet 4.6 (INC-20260425 後續) <noreply@anthropic.com >
2026-04-27 08:15:53 +08:00
Your Name
1ab6786ce3
feat(ops): Ollama 容災 Runbook + Grafana 儀表板 + Consensus K8s ConfigMap patch
...
run-migration / migrate (push) Failing after 13s
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Wave 6 P2.3 ops 配套 + tool-expert 部署文件：
新增:
- docs/runbooks/RUNBOOK-OLLAMA-FAILOVER.md (240 行)
· 三大鐵律驗證步驟（自動切 Gemini / 自動切回 / quota 熔斷）
· failover/recovery 完整 SOP
· 故障排查清單（Ollama 111/188 不通、Gemini quota 超發等）
- ops/monitoring/grafana/dashboards/ollama_failover.json (295 行)
· 4 panel：current primary / failover events / quota usage / health status
· 對應 P2.3 metrics: OLLAMA_FAILOVER_TRIGGERED_TOTAL / GEMINI_DAILY_CALL_COUNT
- k8s/awoooi-prod/04-configmap.yaml.patch-consensus
· ENABLE_12AGENT_CONSENSUS / ENABLE_AIOPS_P2_FUSION feature flag patch
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
Co-Authored-By: tool-expert agent (Wave 6) <noreply@anthropic.com >
2026-04-27 08:11:40 +08:00
Your Name
cc547736ab
feat(wave6-8): P2.1 fusion + P2.2 governance + P2.4 consensus + Wave 7/8 BLOCKER 修復
...
承接 Wave 6/7/8 多 engineer 在 agent 限額前完成的代碼，補 commit 解 production
HEAD 隱性 import error（decision_fusion 已被 decision_manager 引用但檔案 untracked）。
新增（後端核心）:
- decision_fusion.py (562 行) — P2.1 方法 III（OpenClaw + Hermes + Elephant 三 LLM 融合）
- aiops_timeline.py + aiops_timeline_service.py — critic B4 修復
/api/v1/aiops/timeline endpoint，DB 存取抽到 service 層遵守 leWOOOgo 積木化
- migrations/p2_decision_fusion_columns.sql + rollback — approval_records fusion 欄位
修改（後端整合）:
- decision_manager.py — fusion 三斷鏈修補（critic B1+B2+B3）：
· B1: 寫 _evidence_snapshot_ref 到 token.proposal_data
· B2: fusion 前計算 complexity_score 並寫 token
· B3: fusion composite 寫 token.proposal_data["decision_fusion"]
- auto_approve.py — fusion + consensus 認識（critic B3+B5）：
· composite > 0.7 → auto_execute_eligible bypass min_confidence
· source=consensus_engine + score>=0.6 → 規則可信路徑
- consensus_engine.py — db-fix _save_consensus 重用 agent_sessions
- governance_agent.py — db-fix _alert PG 寫入 ai_governance_events
- approval_db.py — fusion 3 欄位 + 2 partial index + CheckConstraint
- db/models.py — schema 對齊 migration
- core/config.py — vuln #1 修復：OLLAMA_URL/_FALLBACK_URL field_validator
拒絕公網 IP + 外部域名，僅允許私網/loopback/K8s SVC 白名單
- core/feature_flags.py — P2 fusion + consensus flags
- main.py — governance_agent lifespan 啟動
- failover_alerter.py — Wave8-X2: in-memory dedup fallback（Redis 拒絕後不 fail-open）
- ollama_*.py — metrics 整合 + recovery 改善
- auto_repair_service.py — verifier 接線
新增（測試 2438 行）:
- test_decision_fusion.py / test_governance_agent.py / test_consensus_integration.py
- test_p2_db_fixes.py / test_wave8_fusion_fixes.py
- test_config_url_validation.py（vuln #1 12 tests）
- test_failover_alerter.py +Wave8-X2 in-memory dedup 補測
驗收: 116 tests pass (decision_fusion + wave8_fusion + config_url + consensus +
governance + p2_db_fixes + failover_alerter)
Conflict resolution:
- 3 檔（config.py + auto_approve.py + decision_manager.py）git stash pop 衝突
保留 stashed (engineer 最終版)，補回 ValueError 「公網 IP」字樣對齊 test
Note: 此 commit 解 production HEAD 隱性 import error
仍未修: vuln #4 prompt injection / debugger B14 quota fail-closed
/ B25-B26 drain_pending_tasks / B8 governance fail alert
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
Co-Authored-By: Multiple Engineers (Wave 6/7/8) <noreply@anthropic.com >
2026-04-27 08:11:40 +08:00
Your Name
7cd53c0228
fix(monitoring): 記憶體告警改用 working_set，停止 page cache 假告警
...
- alerts-unified.yml:
- SentryClickHouseMemoryPressure: usage_bytes → working_set_bytes，0.8 → 0.85
- GiteaMemoryPressure: 同步修正（同樣 page cache 虛高根因）
- ops/monitoring/tests/clickhouse_memory_test.yml: promtool 4 cases
- 04-awoooi-devops-commander.md v2.8: Prometheus 指標選擇規範 + Gitea HMAC Webhook 規範
- LOGBOOK: 記錄 T0 五大並行任務（A 按鈕 / B ClickHouse / C Gitea webhook / D ElephantAlpha / F Code review）
鐵證: 2026-04-23 23:13 sentry-clickhouse usage_bytes=88.5% vs working_set=7.8%
根因: container_memory_usage_bytes 含 OS page cache，OOM killer 不視為壓力
修法: 改用 K8s/cadvisor 認可的 working_set_bytes (RSS + active cache)，閾值 0.85
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com >
2026-04-26 20:16:12 +08:00
Your Name
689839cd83
docs(logbook): 記錄 2026-04-25 自動化飛輪四修 + Hermes + qwen3
...
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-25 09:49:50 +08:00
Your Name
d467cac709
fix(hermes): 改用 anthropic Python SDK 直呼，棄用需要 claude CLI 的 claude-agent-sdk
...
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根因：claude-agent-sdk 需要 spawn claude CLI，prod pod 沒有 CLI 所以 SDK 回空。
修法：改用 anthropic.AsyncAnthropic().messages.create() 直呼 API。
model: claude-haiku-4-5-20251001（快速低成本，適合 Telegram QA）
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-25 03:08:51 +08:00
Your Name
7d1c85eb86
fix(hermes): ANTHROPIC_API_KEY 注入 + solver 信心度修法 A + 12-Agent 治理文件
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- nl_gateway.py: ClaudeAgentOptions 透過 env= 注入 ANTHROPIC_API_KEY（CLAUDE_API_KEY alias），
修復 SDK 找不到 API key 的問題（SDK 讀 ANTHROPIC_API_KEY，K8s secret 名稱是 CLAUDE_API_KEY）
- solver_agent.py: 修法 A — kubectl_command 欄位優先路徑，OpenClaw Nemo 回傳完整指令時
不再被語意合成壓縮 confidence（0.9 → min(0.5) 的 bug），9 tests pass
- AGENTS.md: Codex CLI 對應版 CLAUDE.md（Codex Session 啟動用）
- docs/12-agent-game-rules.md: 12-Agent 任務判型 + 主責/協作派工 + 9 skills 對照（v1.0）
- .agents/skills/06-awoooi-monorepo-master.md: v1.6，新增 12-agent 協作治理章節
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-25 02:33:43 +08:00
Your Name
86ee013cdf
feat(hermes-complete): Hermes NL 三項補強 + ConsensusEngine + ADR 收尾
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## 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
Your Name
5675e7c3b0
fix(phase2+aiops): Phase 2 Agent timeout + AI Router intent hint + signoz incident_id
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## Phase 2 Agent timeout（防止單步 LLM 拖垮整場辯證）
- critic_agent.py: asyncio.wait_for + PHASE2_STEP_TIMEOUT_SEC=20s
- diagnostician_agent.py: 同等超時保護
- solver_agent.py: 同等超時保護
## AI Router 優化
- ai_router.py: _resolve_intent_from_context()
Phase 2 agents 傳 intent_hint → Router 快路徑，不重跑 intent LLM
## SignOz Webhook 修復
- signoz_webhook.py: incident_id 補傳 send_approval_card()（移除 TODO 2026-04-05）
## Alert 處理流程修復
- webhooks.py: _should_bypass_alertmanager_llm()
Host 類 NO_ACTION 告警直接走人工排查卡片，不再誤觸 LLM Agent Debate
- incident_repository.py: update_incident_status 加 resolved_at 參數
- incident_service.py / proposal_service.py / incident_approval_service.py: 小修
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-25 02:10:06 +08:00
Your Name
054d0ae422
docs(ws0): Hermes × 12-Agent Telegram 整合治理文件（ADR-093/094/095）
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## 新增
- ADR-093: Telegram 告警全面遷移至 SRE 戰情室群組
- 混合策略 allowlist 模式（TYPE-3/4/4D/8M → 群組 + user_id binding）
- nonce 新格式 apr:{short_id}:{action}:{user_id_hash} + Redis 後端映射
- Feature flag TG_GROUP_CUTOVER 灰階切流
- ADR-094: Hermes 自然語言介面（@mention 對話）
- Option C：單 bot + Claude Agent SDK 虛擬分派
- Webhook secret_token + allowed_updates = [message, callback_query, chat_member]
- Prompt Injection 防護：query/describe/summarize only，mutate 走 ApprovalRecord
- Redis session TTL=300s + turn>=5 壓縮
- ADR-095: 12-Agent Claude SDK 整合 × Telegram 視覺分派
- 12 位 agent 完整 emoji/hashtag/handle 表格
- ConsensusEngine weights 擴充（security=0.4 鎖定）
- display_names.py 命名隔離（.claude/agents/ vs src/agents/）
## 更新
- ADR-009: 加 v0.3 變更紀錄指向 ADR-095
- ADR-075: 加更新引用表（ADR-093 D4 allowlist 子條款、ADR-094/095）
- docs/design/hermes-telegram-flows/hermes-flows.html: F1-F7 完整流程圖
## Pre-Flight 確認
- approval_records 表尚不存在 → 將用 BIGINT 全新建立
- docker-compose.yml:78 明碼 token 🔴 P0 待 WS1 修復
- awoooi_migrator 角色尚未建立 → WS2 建立
- claude-agent-sdk 升至 0.1.66（最新）
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-04-25 02:10:06 +08:00
