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Get Started Free →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".
.claude/skills/frank890417-twmd-self-evolve/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 34% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 75% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 1% | 0% |
> 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)。
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=PASSdocs/semiont/LONGINGS.md — 五桶渴望docs/semiont/UNKNOWNS.md — 待回答問題docs/semiont/REFLEXES.md #15「反覆浮現的思考要儀器化」docs/semiont/DIARY.md §反覆出現的思考對照 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。
照 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)。
不准只寫「建議升級 X」memory。必須真實 ship 對應 canonical 修改:
/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。
Other measured skills in the registry, with their headline benchmark lift.