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Twmd Distill

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twmd-distill

Twmd Distill is an Agent Skill for documents published in the frank890417/taiwan-md repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Distill LESSONS-INBOX entries to canonical layer (MANIFESTO/DNA/MEMORY). TRIGGER when: user says "distill", "消化教訓", "整理 LESSONS-INBOX".

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How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/frank890417/taiwan-md/blob/HEAD/.claude/skills/twmd-distill/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/twmd-distill, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

🧬 Taiwan.md — Distill Lessons 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/semiont/LESSONS-INBOX.md §Distill SOP v2.0（質+量雙判準）。

MEMORY 索引 rollup（v2.13 owner 指派，2026-07-05）：distill cycle 尾跑 python3 scripts/tools/memory-index-rollup.py（dry-run）→ --apply。SOP：MEMORY-PIPELINE §索引蒸餾。inline > 80 列不 rollup = 蒸餾債重累。

三題判準分發：

  • 哲學層（涉及 identity / values / philosophical）→ MANIFESTO.md
  • 通用反射層（cross-domain pattern / 反覆出現 vc ≥ 3）→ REFLEXES.md
  • 特有教訓層（routine-specific / pipeline-specific）→ MEMORY.md §神經迴路

Tiebreaker：MANIFESTO > REFLEXES > MEMORY。

完整移除 distill 後的 LESSONS-INBOX §未消化 entry（per feedback_distill_full_removal）— never leave HTML comment pointers。§✅ 已消化 是 traceability source。

收官

/twmd-finale chain → memory file 必含：BECOME ACK + N entries distilled + 三層分布 + Handoff 三態 + Beat 5 反芻。