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Laolaoshiren/Zh Docgen — measured AI agent skill | DecimalAI

laolaoshiren/zh-docgen

SkillScore77Maintained

中文文档生成器 - 从代码库自动生成中文技术文档

Documentationby laolaoshiren

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Doc Ops pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/laolaoshiren-zh-docgen/SKILL.md

decimalai skills pull laolaoshiren-zh-docgen --out .claude/skills/

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 ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4h ago

Yes — +14% lift+6% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-10	✗→✓	▲ Improved	21%	0%
case-01	✗→✓	▲ Improved	15%	0%
case-22	✗→✓	▲ Improved	101%	0%
case-09	✓→✓	＝ Same ✓	0%	0%
case-11	✓→✓	＝ Same ✓	-20%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

Skill contents

SKILL.md

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

Want to see if laolaoshiren/zh-docgen would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.