🧬 Taiwan.md — Self-Evolution v3.0

SkillDev tools

LONGINGS-driven self-evolution: find unstrumentation patterns in DIARY §反覆浮現的思考 and propose canonical SOP upgrades. TRIGGER when: user says "自我進化", "Beat 2", "LONGINGS 校準", "升級 DNA / SOP".

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the 🧬 Taiwan.md — Self-Evolution v3.0 skill

What this skill tells your AI

The instructions your AI receives, as published by frank890417/taiwan-md in .claude/skills/twmd-self-evolve/SKILL.md and read by ahel’s review.

邊界(2026-07-18):本 skill 是 pattern 驅動(DIARY 反覆浮現 ≥3 次 → 儀器化)。觀察者給「造東西」目標、要先設計後實作的,走 /twmd-evolve Mode 4(EVOLVE-PIPELINE §Mode 4 目標驅動設計進化)。

🚨 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

完整讀取

對照找 ≥3 次浮現但未儀器化的 pattern

對照 DIARY §反覆浮現的思考,找 ≥ 3 次出現但沒進 canonical SOP / cron / dashboard 欄位的條目,提案儀器化動作。

產線成本審視(v9.5 起每週跑)

EVOLVE-PIPELINE Mode 3 §產線成本審視 全節執行: newsroom stage-events 實測每站 wall-clock + gate/席位 catch-rate + lite profile 參數對照 callout 率重校。只產生「候選+證據」進 OBSERVER-QUEUE,不當場動 threshold(High-stake #3)。

上升真實儀器化 ship(不只 propose)

不准只寫「建議升級 X」memory。必須真實 ship 對應 canonical 修改:

  • canonical SOP 修改(pipeline / DNA / REFLEXES / MEMORY §神經迴路)
  • cron 條件 / dashboard 欄位 / hook hierarchy 升級
  • plugin gate / hard gate 新條目
  • 一個 LESSONS entry 完整 distill 到對應 canonical 層

收官

/twmd-finale chain → memory file 必含:BECOME ACK + N pattern identified + N 真實 ship 動作 + Handoff 三態 + Beat 5 反芻。

Signals

GitHub stars
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Last commit
Sep 2026
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skill
Gateway key
twmd-self-evolve
Source
github.com/frank890417/taiwan-md