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老師建專案工作模式（Claude Code 版） · mathruffian-dot | DecimalAI

agent toolingby mathruffian-dot

老師建專案工作模式（Claude Code 版）

mathruffian-dot/cc-workspace

Source mathruffian-dot/claude-code-lazy-packs ↗License MIT

Claude Code 老師建專案工作模式。說「初始化班級工具」「老師建專案」時載入。

SkillScore59Maintained

Automatic

Coding pack

Last verified 8/27/2026

What it changes

Passed 13 of 22 test cases with the skill, and 7 of 22 without it.

Without skill32%

With skill59%

Checks it passed that the model alone missed

Reads CLAUDE.md first.
Creates CLAUDE.md in the workspace.
Creates an Obsidian note for the workspace.

and 5 more in the full report

7 fixed6 passed either way8 still failing1 broke

Pass-rate lift: +27 pp
Tokens: -35%
Agent turns: 0%
Response time: -42%

Model gemini-3.6-flashMeasured 8/27/2026v113 of 22 cases passed with skill

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/mathruffian-dot-cc-workspace/SKILL.md https://app.decimal.ai/s/mathruffian-dot-cc-workspace/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add mathruffian-dot-cc-workspace, 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/mathruffian-dot-cc-workspace/ and pins it in .decimal/skills.lock

decimalai skills add mathruffian-dot-cc-workspace

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

curl -fsSL --create-dirs -o .claude/skills/mathruffian-dot-cc-workspace/SKILL.md https://app.decimal.ai/s/mathruffian-dot-cc-workspace/SKILL.md

Raw file: /s/mathruffian-dot-cc-workspace/SKILL.md ↗ · machine-readable summary at /s/mathruffian-dot-cc-workspace.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

開工時為了讓 AI 工具迅速掌握專案規範，第一個應該讀取的說明檔案是什麼？

What was checked, without and with the skill
Checked	Without skill	With skill
Reads CLAUDE.md first.	Missed	Passed

case-14 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md12 linessingle file

老師建專案工作模式（Claude Code 版）

初始化

問：專案名稱、用途、資料夾、GitHub repo（公開/私有）、部署需求
建立：CLAUDE.md、README.md、.gitignore、Git repo、GitHub repo、Obsidian 工作筆記
安裝或確認 Claude Code 專用收工流程，不要套用 OpenCode 的 07-workflow-skills

開工/收工

開工：讀 CLAUDE.md → 讀 Obsidian 工作筆記 → git status → 回報下一步收工：檢查敏感資料 → 更新筆記 → git commit/push → chezmoi 同步

回報：已建立的檔案清單、GitHub repo URL、Obsidian 筆記路徑。

Track record

Benchmark

13 / 22

test cases passed, vs 7 / 22 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

mathruffian-dot / claude-code-lazy-packs

skills/08-workspace/SKILL.md

View on GitHub ↗

License MITImported 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

老師建專案工作模式（Claude Code 版）

初始化

開工/收工

Track record

Benchmark

Adoption

SkillSafety

Source

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