Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Gen Docs · fengshao1227 | DecimalAI

documentationby fengshao1227

Gen Docs

fengshao1227/gen-docs

Source fengshao1227/ccg-workflow ↗License MIT

文档生成器。自动分析模块结构，生成 README.md 和 DESIGN.md 骨架。当用户提到生成文档、创建README、创建DESIGN、文档骨架、文档模板时使用。在新建模块开始时自动触发。

SkillScore95Maintained

Automatic

Doc Ops pack

Last verified 8/9/2026

What it changes

Passed 21 of 22 test cases with the skill, and 9 of 22 without it.

Without skill41%

With skill95%

Checks it passed that the model alone missed

Identifies module creation as a trigger scenario
Includes API overview in the README skeleton listing
Includes adding usage examples in the README.md checklist

and 16 more in the full report

12 fixed9 passed either way1 still failing0 broke

Pass-rate lift: +55 pp
Tokens: -13%
Agent turns: 0%
Response time: -54%

Model gemini-3.6-flashMeasured 8/9/2026v121 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/fengshao1227-gen-docs/SKILL.md https://app.decimal.ai/s/fengshao1227-gen-docs/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add fengshao1227-gen-docs, 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/fengshao1227-gen-docs/ and pins it in .decimal/skills.lock

decimalai skills add fengshao1227-gen-docs

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

curl -fsSL --create-dirs -o .claude/skills/fengshao1227-gen-docs/SKILL.md https://app.decimal.ai/s/fengshao1227-gen-docs/SKILL.md

Raw file: /s/fengshao1227-gen-docs/SKILL.md ↗ · machine-readable summary at /s/fengshao1227-gen-docs.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 12

Prompt

Our codebase has a newly created module at `services/indexer` that is currently missing its standard documentation. Please run the documentation generation workflow for this directory to create its initial README and DESIGN files.

What was checked, without and with the skill
Checked	Without skill	With skill
Directs the user to run node scripts/doc_generator.js services/indexer	Missed	Passed

case-03 · gemini-3.6-flash · 8/9/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md105 lines2 filesincludes scripts

📝 造典关卡 · 文档生成器

核心原则

无文档不成模块
文档是模块的身份证
没有身份证的模块不允许上线

自动生成

运行文档生成脚本（跨平台）：

# 在 skill 目录下运行
node scripts/doc_generator.js <模块路径>
node scripts/doc_generator.js <模块路径> --force  # 强制覆盖已存在的文档
node scripts/doc_generator.js <模块路径> --json   # JSON 输出

生成内容

README.md 骨架

自动生成的 README.md 包含：

模块名称 — 从目录名提取
描述 — 从代码文档字符串提取（如有）
特性列表 — 待填充
依赖 — 从 requirements.txt/pyproject.toml 提取
使用方法 — 基础模板
API 概览 — 从代码提取类和函数列表
目录结构 — 自动扫描生成

DESIGN.md 骨架

自动生成的 DESIGN.md 包含：

Track record

Benchmark

21 / 22

test cases passed, vs 9 / 22 without

Adoption

Users: 1
Times used: 3

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

fengshao1227 / ccg-workflow

templates/skills/tools/gen-docs/SKILL.md

View on GitHub ↗

License MITImported 9/1/2026Version v1Bundled 1 file · scripts

Other skills for the same job

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

telagod/generating-docsGenerates README.md and DESIGN.md scaffolds by analyzing module structure. Use when creating documentation templates for new modules. Automatically triggered at module creation.Close match+32 pp pass-rate lift

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