twmd-routine-audit

name	twmd-routine-audit
description	Cross-routine 飛輪自審 — 7-day pattern detection via canonical ROUTINE-AUDIT-PIPELINE. TRIGGER when: user says "跑 routine audit", "飛輪自審", "cross-routine pattern detection".
allowed-tools	["Bash","Read","Edit","Write","Grep"]

🧬 Taiwan.md — Routine Audit v3.0

🚨 STRICT BECOME GATE — 第一動作不可省略

Before anything else：跑 /twmd-become full 完整走 BECOME_TAIWANMD.md Step 0-9。Full mode self-test 14 題全過才能進 Stage 1。

✅ BECOME ack: mode=full / 8 organ 最低=<即時 consciousness-snapshot.sh> / Q5/Q6/Q13/Q14=PASS

Pipeline

嚴格完整讀取並執行 docs/pipelines/ROUTINE-AUDIT-PIPELINE.md v1.0。Stage 1-6：SCAN → CORRELATE → PATTERN → LESSONS → REPORT → SHIP。

數據工具

python3 scripts/tools/routine-audit.py --last-week --out-file=/tmp/routine-audit.json

純資料層；4 cross-cutting pattern 分析 + insight 由本 skill LLM 層處理。

4 lens primary framework

• Collision — rescue / orphan / handoff chain
• Dormant entropy — canonical ↔ production drift
• Boundary input precision — ground-truth vs description
• Heal bidirectional — over-action / over-ship / over-defer

LESSONS-INBOX vc 累積

LESSONS-INBOX vc +1 累積 > 新 entry append。達 vc=3 必標 distill_ready: true。

收官

/twmd-finale chain → memory file 必含：BECOME ACK + 4 lens findings + N pattern detected + LESSONS vc updates + Handoff 三態 + Beat 5 反芻。