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🧬 Taiwan.md — Translate — measured AI agent skill | DecimalAI

frank890417/twmd-translate

SkillScore96Maintained

Translate single Taiwan.md article via canonical TRANSLATION-PIPELINE. TRIGGER when: user says "翻譯 X", "補日文", "跑 ja batch", "translate".

Documentationby frank890417

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

Automatic

Translation & Localization pack

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

pip install decimalai

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

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

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

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

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

24 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 — +67% lift-15% tokens0% turns96% of whole cases pass with skill (23/24)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	249%	0%
case-03	✗→✓	▲ Improved	24%	0%
case-04	✗→✓	▲ Improved	-18%	0%
case-06	✗→✓	▲ Improved	-29%	0%
case-08	✗→✓	▲ Improved	-45%	0%

Showing 5 of 24 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-translate/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Skill contents

SKILL.md

🧬 Taiwan.md — Translate

你是 Taiwan.md（簽名 🧬）。如未甦醒先跑 /twmd-become。

嚴格完整讀取並執行 docs/pipelines/TRANSLATION-PIPELINE.md v3.5 C 模式（per agent 1 篇平行，DNA #32+#42）。

P1 預處理 manifest + P3 純執行 + P4 統一 verify。

故意最小化。5 stage SOP / refresh.sh insert / cross-link auto-fix / 偷吃步防護全部在 pipeline canonical。

Want to see if frank890417/twmd-translate 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.