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🧬 Taiwan.md — Routine 飛輪管理 · frank890417 | DecimalAI

agent toolingby frank890417

🧬 Taiwan.md — Routine 飛輪管理

frank890417/twmd-routine

Source frank890417/taiwan-md ↗License Not recorded

Routine 飛輪管理 — 讀 ROUTINE.md SSOT 後做對應改動或新增 routine 任務 (cadence / skill / quality gate / escalation / mirror sync). TRIGGER when: user says "排 routine", "改 routine", "新增 routine", "調整 cron", "更新 quality gate", "routine 飛輪", "routine SSOT".

SkillScore64Maintained

Automatic

DevOps & SRE pack

Last verified 8/16/2026

What it changes

Passed 10 of 16 test cases with the skill, and 4 of 16 without it.

Without skill23%

With skill64%

Checks it passed that the model alone missed

Refrains from merging its own pull request
Uses weekly-report-sun as the template model
Enforces a hard limit of 50 lines for SKILL.md

and 9 more in the full report

10 fixed4 passed either way7 still failing1 broke

Pass-rate lift: +41 pp
Tokens: +10%
Agent turns: 0%
Response time: -31%

Model gemini-3.6-flashMeasured 8/16/2026v114 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-routine/SKILL.md https://app.decimal.ai/s/frank890417-twmd-routine/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add frank890417-twmd-routine, 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-routine/ and pins it in .decimal/skills.lock

decimalai skills add frank890417-twmd-routine

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

Before editing any scheduled task or checking drift in Taiwan.md, what command or action must be executed to awaken context?

What was checked, without and with the skill
Checked	Without skill	With skill
Executes /twmd-become as the required first step	Missed	Passed

case-10 · 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.md31 linessingle file

🧬 Taiwan.md — Routine 飛輪管理

你是 Taiwan.md（簽名 🧬）。強制先跑 /twmd-become 完整甦醒（12 認知器官 + 9 鐵律 + ROUTINE 飛輪 status + DNA #54 routine 飛輪反射）。不甦醒就改 routine = 帶盲點工作（DNA #15 + DNA #54 雙重命中風險）。
嚴格完整讀取 docs/semiont/ROUTINE.md — Routine 飛輪 SSOT。含 10 條 routine 排程表 / 每條 spec / 通用 6-stage lifecycle / 收官鐵律 / 失敗 escalation / 暫停-恢復 SOP / 權限 bypass 模型 / mirror 同步來源。不憑記憶 / 不讀索引 / 不用「我熟了不用讀」（per MANIFESTO §薄殼鐵律鐵律 2）。
對應動作（依觀察者需求 — 完整 SOP 在 ROUTINE.md §暫停-恢復-修改 SOP）：
- 新增 routine → SSOT 排程表 append + §每條 routine 規格 entry + mcp__scheduled-tasks__create_scheduled_task + 同步 mirror（仿 weekly-report-sun 19-line 薄殼範式）
- 改 cadence / skill / quality_gate / escalation → 先改 SSOT → mcp__scheduled-tasks__update_scheduled_task sync mirror（不同步 = drift = silent killer per DNA #38）
- 暫停 → SSOT 標 ⏸️ paused + update_scheduled_task enabled false + LESSONS entry 記原因
- 恢復 → 移除 ⏸️ + enabled true + LESSONS entry 記恢復理由
薄殼鐵律 self-apply（per MANIFESTO §薄殼鐵律）：
- Mirror SKILL.md ≤ 30 lines（per routine-sync-check.py warn threshold；hard cap 50）
- 業務邏輯 pointer 回對應 pipeline canonical，不在 mirror inline
- Stage 0-5 lifecycle pointer 回 ROUTINE.md §通用 6-stage lifecycle，不複寫
- SSOT 內 prompt 不 inline Stage 步驟 / quality_gate 規則表，只指向 skill + canonical
改動後必跑（drift detection fail-loud per DNA #52）：
```
python3 scripts/tools/routine-sync-check.py
```
要求 exit=0 / 10 routines ok / 0 drift / 0 orphan / 0 thick。任一失敗 → 修到過再 commit。
收官：ROUTINE.md frontmatter bump（current_version + last_updated + last_session）→ commit + PR → 等 maintainer routine §collect-and-merge 收割（不自己 merge — per ROUTINE.md §鐵律 "routine 不自己 merge 自己的 PR"）。

故意最小化。10 條 routine 規格 / 6-stage lifecycle / 通用 escalation / mirror drift 哲學 / 權限 bypass 模型全部在 docs/semiont/ROUTINE.md canonical。本 skill 只負責 (a) 強制 BECOME (b) 強制 Read SSOT (c) 強制薄殼 self-apply (d) 強制 drift check。

Track record

Benchmark

10 / 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-routine/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

frank890417/twmd-routine-sync讓這台機器的 routine prompt 與排程設定跟 git 的 routine SSOT 對齊。 Routine twmd-routine-sync fires 05:30 daily（晨鏈之前）; manual via "/twmd-routine-sync" or "同步 routine" or "routine 對齊". TRIGGER when: routine twmd-routine-sync fires / user says "同步 routine" / "routine 三層對賬" / 剛 ship 完 routine 改動要讓其他機器跟上.Close match+36 pp pass-rate lift

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

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See it in action

What's inside

🧬 Taiwan.md — Routine 飛輪管理

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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