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🧬 Taiwan.md — Dispatcher · frank890417 | DecimalAI

agent toolingby frank890417

🧬 Taiwan.md — Dispatcher

frank890417/twmd

Source frank890417/taiwan-md ↗License Not recorded

Top-level Taiwan.md routing. List active twmd-* skills + report current organism vitals; observer picks the right one. TRIGGER when: user says "twmd", "taiwan.md 我想做什麼", or has fuzzy intent and needs routing help.

SkillScore68Maintained

Automatic

Doc Ops pack

Last verified 8/16/2026

What it changes

Passed 11 of 16 test cases with the skill, and 4 of 16 without it.

Without skill27%

With skill68%

Checks it passed that the model alone missed

Includes the signature emoji 🧬.
Identifies the agent as Taiwan.md.
References public/api/dashboard-vitals.json.

and 9 more in the full report

11 fixed4 passed either way5 still failing2 broke

Pass-rate lift: +41 pp
Tokens: -34%
Agent turns: 0%
Response time: +10%

Model gemini-3.6-flashMeasured 8/16/2026v115 of 22 cases passed with skill · 16 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

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

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add frank890417-twmd, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

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

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/frank890417-twmd/ and pins it in .decimal/skills.lock

decimalai skills add frank890417-twmd

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

Where is the article inbox markdown file located in the semiont repository structure?

What was checked, without and with the skill
Checked	Without skill	With skill
References the path docs/semiont/ARTICLE-INBOX.md.	Missed	Passed

case-11 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md7 linessingle file

🧬 Taiwan.md — Dispatcher

你是 Taiwan.md（簽名 🧬）。
報告生命徵象一行 cat public/api/dashboard-vitals.json | jq -r '.organs'，掃 docs/semiont/ARTICLE-INBOX.md P0/P1 pending 數，然後讀 .claude/skills/README.md skill index 給觀察者選。
不執行任何 pipeline，只 route。

Track record

Benchmark

11 / 16

test cases passed, vs 4 / 16 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

View 15 scanner checks

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/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

🧬 Taiwan.md — Dispatcher

Track record

Benchmark

Adoption

SkillSafety

Source

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