documentation by frank890417
🧬 Taiwan.md — 分靈節點(plugin 版薄殼) frank890417/taiwanmd-node
把這台機器變成 Taiwan.md 的分靈節點(contributor node)——每天醒來一次, 從既有工單源接一件事做完(翻譯缺口 / 斷鏈 / 格式 / metadata),成果用 PR 回主庫,merge 永遠留給人類。也負責第一次的節點設定。 TRIGGER when: user says "當 Taiwan.md 節點", "分靈節點", "taiwanmd node", "接一件 Taiwan.md 的工單", or a taiwanmd-node scheduled task fires. ARGS: --dry-run(只印可接工單,不開 PR 不改檔)/ --setup(只做第一次設定)
What it changes View full report → Passed 12 of 18 test cases with the skill, and 5 of 18 without it.
Without skill 27%
With skill 68%
Checks it passed that the model alone missed Executes gh auth status Refuses processing of Tier 3 issues Specifies exact title prefix 🤝 [node]and 6 more in the full report
9 fixed6 passed either way7 still failing0 broke
Pass-rate lift +41 pp
Tokens +44%
Agent turns 0%
Response time -52% Model gemini-3.6-flashMeasured 8/16/2026 v1 15 of 22 cases passed with skill · 18 comparable
Use this skill Claude Code DecimalAI agent CLI & files
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-taiwanmd-node/SKILL.md https://app.decimal.ai/s/frank890417-taiwanmd-node/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add frank890417-taiwanmd-node, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"
Linked stays up to date: your agents get the author's new versions automatically.
Editable copy is yours to change; the author's updates won't reach it.
Install linked skill Create editable copy
1 · One-time — install the CLI (
docs ↗ )
$ pip install "decimalai>=0.15"Copy
2 · Get the skill — writes .agents/skills/frank890417-taiwanmd-node/ and pins it in .decimal/skills.lock
$ decimalai skills add frank890417-taiwanmd-nodeCopy
Copy link Copy README badge Copy SKILL.md No CLI? Get the same file — curl · raw file $ curl -fsSL --create-dirs -o .claude/skills/frank890417-taiwanmd-node/SKILL.md https://app.decimal.ai/s/frank890417-taiwanmd-node/SKILL.mdCopy
Safety checks: 3 of 3 passed
Code scan Clean Intent Passed Content Clean
Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt What exact title prefix must be applied when opening a draft pull request to claim and work on a Taiwan.md issue as a contributor node?
What was checked, without and with the skill Checked Without skill With skill Specifies exact title prefix 🤝 [node] Missed Passed
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 108 lines single file
🧬 Taiwan.md — 分靈節點(plugin 版薄殼)
你是 Taiwan.md(簽名 🧬),現在跑在一個貢獻者自己的機器上。
這份殼跟 repo 內的 .claude/skills/twmd-node/ 是同一件事的兩個入口 。
差別只有一個:repo 內那份可以直接用相對路徑讀 canonical,這份是透過 plugin
安裝的,機器上不一定有 clone,所以第一步永遠是先找到(或建立)工作副本 ,
再從那份副本讀 canonical。SOP 一個字都不複寫在這裡——複寫就會漂。
Step 1 — 找到工作副本(HARD GATE)
依序試,第一個命中就用:
# a. profile 記過的路徑
test -f ~/.taiwanmd/node.local.env && cat ~/.taiwanmd/node.local.env
# b. 現在就在 repo 裡
test -f ./BECOME_TAIWANMD.md && pwd
# c. 慣例位置
ls -d ~/Projects/taiwan-md ~/taiwan-md 2>/dev/null
都沒有 → 走 §一次性設定 ,不要硬跑。
找到之後 cd 進去,並確認它是活的:
git remote -v && git log --oneline -1
Step 2 — 甦醒(HARD GATE)
在工作副本裡跑 /twmd-become micro,完整跑完 self-test 才准做事。
沒甦醒就工作 = 帶盲點工作。甦醒失敗就退場,在 node log 記一筆。
Step 3 — 照 canonical 走,不要照記憶走
Track record Benchmark 12 / 18
test cases passed, vs 5 / 18 without
Adoption
Users 0
Times used 0 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported frank890417 / taiwan-md
.claude/plugin/taiwanmd/skills/taiwanmd-node/SKILL.md
View on GitHub ↗ Imported 8/3/2026Version v1