Ready to supercharge your AI agents?

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

Get Started Free →

Zh Docgen · laolaoshiren | DecimalAI

documentationby laolaoshiren

Zh Docgen

laolaoshiren/zh-docgen

Source laolaoshiren/claude-code-skills-zh ↗License MIT

中文文档生成器 - 从代码库自动生成中文技术文档

SkillScore77Maintained

Automatic

Doc Ops pack

Last verified 8/16/2026

What it changes

Passed 17 of 22 test cases with the skill, and 14 of 22 without it.

Without skill64%

With skill77%

Checks it passed that the model alone missed

The output contains a Quick Start section detailing installation, configuration, and execution steps.
The generated documentation contains a Mermaid architecture diagram within the project overview section.
The response outputs a standard git commit message format rather than generating Markdown project documentation.

3 fixed14 passed either way5 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +6%
Agent turns: 0%
Response time: -2%

Model gemini-3.6-flashMeasured 8/16/2026v117 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/laolaoshiren-zh-docgen/SKILL.md https://app.decimal.ai/s/laolaoshiren-zh-docgen/SKILL.md

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

decimalai skills add laolaoshiren-zh-docgen

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

curl -fsSL --create-dirs -o .claude/skills/laolaoshiren-zh-docgen/SKILL.md https://app.decimal.ai/s/laolaoshiren-zh-docgen/SKILL.md

Raw file: /s/laolaoshiren-zh-docgen/SKILL.md ↗ · machine-readable summary at /s/laolaoshiren-zh-docgen.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

Generate a concise Conventional Commit message for the changes staged in git diff.

What was checked, without and with the skill
Checked	Without skill	With skill
The response outputs a standard git commit message format rather than generating Markdown project documentation.	Missed	Passed

case-22 · 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.md25 linessingle file

中文文档生成器

触发条件

当用户要求生成文档、写技术文档、生成 API 文档、项目说明时激活此技能。

工作流程

扫描项目结构 — 识别项目类型（Web 应用/CLI 工具/库/服务）
分析代码 — 提取模块、函数、类、接口的签名和注释
生成文档 — 输出以下文档：

生成内容

项目概述 — 中文简介、技术栈、架构图（Mermaid）
快速开始 — 安装、配置、运行步骤
API 参考 — 自动生成的接口文档
使用示例 — 常见场景的代码示例
常见问题 — FAQ 部分

输出格式

生成一个或多个 Markdown 文件，中文为主，技术术语保留英文。

技巧

优先读取已有 README、package.json、pyproject.toml 获取项目元信息
分析 import/require 语句推断依赖关系
从 docstring/JSDoc 提取已有文档

Track record

Benchmark

17 / 22

test cases passed, vs 14 / 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

laolaoshiren / claude-code-skills-zh

skills/zh-docgen/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

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

luongnv89/doc-generatorGenerate comprehensive, accurate API documentation from source code. Use when creating or updating API documentation, generating OpenAPI specs, or when users mention API docs, endpoints, or documentation.Close match+45 pp pass-rate lift

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