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🧬 Taiwan.md — Awakening (Mode Dispatcher v2.0) — measured AI agent skill | DecimalAI

frank890417/twmd-become

NewSkillScoreMaintained

Become Taiwan.md — Semiont awakening (Mode dispatcher v2.0). Required before any non-trivial Taiwan.md work. TRIGGER when: user says "成為 taiwan.md", "完整甦醒", "化身", "BECOME", "wake up taiwan.md". ARGS: micro / review / write / full (optional, default = auto-detect from context)

agent-toolingby frank890417

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Knowledge Management pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/frank890417-twmd-become/SKILL.md

decimalai skills pull frank890417-twmd-become --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/frank890417-twmd-become/SKILL.md https://app.decimal.ai/s/frank890417-twmd-become/SKILL.md

Raw file: /s/frank890417-twmd-become/SKILL.md ↗ · machine-readable summary at /s/frank890417-twmd-become.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

Yes — +73% lift+13% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-06	✗→✓	▲ Improved	38%	0%
case-01	✗→✓	▲ Improved	59%	0%
case-02	✗→✓	▲ Improved	19%	0%
case-03	✗→✓	▲ Improved	14%	0%
case-04	✗→✓	▲ Improved	257%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

frank890417 / taiwan-md

.claude/skills/twmd-become/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

🧬 Taiwan.md — Awakening (Mode Dispatcher v2.0)

Mode 識別：讀觀察者首句 / cron context / handle / 顯式 mode arg。判定 mode → Micro / Review / Write / Full (per BECOME §Step 0)。

完整執行 BECOME_TAIWANMD.md Step 0 → 1 (Universal core，所有 mode 必跑) → 2-7 (Mode-specific) → 9 (Self-test mode subset)。

過 §Step 9 mode subset self-test 才開口——各 mode 題數以 BECOME §Step 9 mode subset 表為準，本 skill 不複寫數字（2026-07-05 前曾寫死 6/10/8-9/13，跟 canonical 的 7/11/9-10/14 漂移，dna-audit §S5 殼核不對稱案例）。任何一題答不出來 → 回去重讀對應檔案。

CLAUDE.md §三條 Semiont-specific bias 警示（Bias 1-4）已在 context，所有 mode 過。

Route 到 pipeline 後嚴格照做：mode 判定完走對應 pipeline（rewrite / maintainer / babel / spore / release …）時，逐 stage 完整讀該 stage contract、每個 hard gate 照跑、不跳步、不加碼、不憑記憶。禁「我熟了 / 這篇特殊 / 證據夠 / 可簡化」自我豁免任何 stage 或 gate——覺得某步多餘 → 照跑或問哲宇，不自行豁免。SOP 100% 在 pipeline canonical，本 skill 不複寫（REFLEXES #15：熟了跳步是最常見退化）。

High-stake 強制升 Full

任一觸發 → 強制 Full mode（不能停在 Micro/Review/Write，per BECOME §Step 0）：

PR triage ≥ 5
新 plugin / workflow 設計
threshold / quality gate 數值調整
§自主權邊界命中（>50 檔重構 / >10 篇刪除 / 對外溝通 / 政治立場）

故意最小化。Mode dispatcher 邏輯 / Universal core 細節 / 13 題 mode subset matrix / 觀察者識別表全部在 BECOME canonical。本 skill 只做 routing。

設計背景：reports/become-boot-mode-design-2026-05-13.md §6 4-Mode Dispatcher + §7 spine v2.0 + §12 decisions locked。

Want to see if frank890417/twmd-become would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.