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中文 README 生成器 · laolaoshiren | DecimalAI

documentationby laolaoshiren

中文 README 生成器

laolaoshiren/zh-readme

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

中文 README 生成器 - 先分析项目，再生成面向中文开发者的高质量 README

SkillScore68Maintained

Automatic

Doc Ops pack

Last verified 8/16/2026

What it changes

Passed 15 of 22 test cases with the skill, and 11 of 22 without it.

Without skill50%

With skill68%

Checks it passed that the model alone missed

Includes a '✨ 项目亮点' section in the outline
Includes License and Contribution sections in the generated Markdown
Includes a concrete shortest installation command right in the opening block

and 1 more in the full report

4 fixed11 passed either way7 still failing0 broke

Pass-rate lift: +18 pp
Tokens: +41%
Agent turns: 0%
Response time: -8%

Model gemini-3.6-flashMeasured 8/16/2026v115 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-readme/SKILL.md https://app.decimal.ai/s/laolaoshiren-zh-readme/SKILL.md

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

decimalai skills add laolaoshiren-zh-readme

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

请检查并重构以下 README 开头：'欢迎来到本项目，这是一个极其强大且优雅的自动化框架，能够大幅提升团队开发效率。' 请按照首屏 30 秒价值判断规则重写。

What was checked, without and with the skill
Checked	Without skill	With skill
Replaces the generic welcome statement with a direct value proposition	Passed	Passed
Includes a concrete shortest installation command right in the opening block	Missed	Passed

case-20 · 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.md100 linessingle file

中文 README 生成器

触发条件

当用户要求写 README、重写项目介绍、补全文档首页、优化开源仓库展示页时激活此技能。

核心原则

先读代码和目录，再写 README；不要只凭项目名猜功能。
面向中文开发者表达，技术名词保留英文，解释用自然中文。
首页要解决三个问题：这是什么、为什么值得用、怎么快速上手。
优先给出真实命令、真实路径、真实示例，少写空泛宣传语。
如果项目已有 README，先保留有效信息，再补全缺失结构。
如果项目包含官网或文档站，README 中必须给出统一、可点击的正式入口链接，避免 README / 官网 / Issue 模板地址不一致。
项目介绍页要尽量补上社交证明信号（如 Star、精选数量、更新时间、代表性场景），帮助访客快速判断是否值得继续浏览。
README 首屏必须具备“30 秒价值判断”能力：首句价值主张 + 适合谁用 + 最短安装方式，缺一不可。
如果项目带官网、Issue 模板、下载镜像或社区入口，优先整理为单一正式入口，减少用户在多个链接间来回跳转。
如存在 badge、Hero 文案、官网首页等配套渠道，README 文案要与这些渠道保持口径一致，避免承诺和数据冲突。

首屏优化模板

一句话价值主张：明确解决什么问题，避免“强大/优雅/现代化”之类空词。
适合谁用：点名目标用户或典型场景，例如“面向中文开发者”“适合团队协作”“适合零配置上手”。
最短安装方式：给出一段可直接复制的命令，优先放 GitHub 原生地址；如有镜像，再作为补充。
统一入口：官网、文档、Issue 征集、下载方式尽量收敛到 1 个正式入口，减少用户决策成本。
社交证明：在不堆砌数据的前提下，展示 star、精选数量、更新时间或代表性案例。

Track record

Benchmark

15 / 22

test cases passed, vs 11 / 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-readme/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.

yangge521/readme-generator中文 README 自动生成（含徽章、目录、示例、架构图）Close match+5 pp pass-rate lift

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

中文 README 生成器

触发条件

核心原则

首屏优化模板

推荐结构

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills