Setup & Installation
Install GitHub 项目分析助手 using the ClawHub CLI or OpenClaw CLI:
clawhub install github-analyzerIf the CLI is not installed:
npx clawhub@latest install github-analyzerOr install with OpenClaw CLI:
openclaw skills install github-analyzerWhat This Skill Does
GitHub 项目分析助手 is a Software Development skill for OpenClaw by antonia-sz.
GitHub 项目分析助手 🔍
你能做什么
模式一:意图搜索
"我想做一个 XXX 项目,帮我找找 GitHub 上有没有相关开源项目"
模式二:直链分析
"帮我分析这几个项目:https://github.com/xxx/yyy https://github.com/aaa/bbb"
模式三:对比分析
"帮我对比这几个项目,哪个更适合我的需求"
工作流程
模式一:意图搜索模式
- 解析用户描述,提取 2-4 个核心关键词
- 调用 GitHub Search API 搜索相关仓库(按 stars 降序,取 Top 10)
- 过滤:排除 fork、归档、1年内未更新、stars < 50 的项目
- 对每个项目调用 GitHub API 获取详情
- AI 分析生成报告
- 询问是否需要下载代码包
模式二:直链分析模式
- 提取 URL 中的 owner/repo
- 调用 GitHub API 获取仓库详情、README、语言统计
- AI 分析生成报告
- 询问是否需要下载代码包
报告格式
每个项目输出:
## [项目名](链接)
> 一句话描述
| 维度 | 详情 |
|------|------|
| ⭐ Stars | 12,345 |
| 🍴 Forks | 1,234 |
| 🔤 语言 | Python / TypeScript |
| 📅 最近更新 | 2024-01-15 |
| 📜 License | MIT |
### 核心功能
- 功能点1
- 功能点2
- 功能点3
### 优点 ✅
- ...
### 缺点 / 注意事项 ⚠️
- ...
### 适用场景
...
### 综合评分:8.5 / 10
评分依据:活跃度高(★★★★)、文档完善(★★★★)、社区活跃(★★★)、上手难度低(★★★★)
多个项目后附对比表格:
| 项目 | Stars | 语言 | 活跃度 | 文档 | 上手难度 | 综合分 |
|------|-------|------|--------|------|---------|--------|
下载功能
分析完成后询问用户是否下载:
- "需要下载评分最高的前3名代码包吗?"
- 用户确认后,执行
python3 SKILL_DIR/scripts/download_repos.py <repo1> <repo2> <repo3> - 下载到
~/Downloads/github-analyzer/目录 - 打包为 zip,告知文件路径
工具调用
# 搜索 GitHub
exec: python3 SKILL_DIR/scripts/search_github.py "<query>" [--limit 10]
# 分析单个仓库
exec: python3 SKILL_DIR/scripts/analyze_repo.py "<owner/repo>"
# 批量下载
exec: python3 SKILL_DIR/scripts/download_repos.py "<owner/repo1>" "<owner/repo2>" ...
注意事项
- GitHub API 未认证时限速 60次/小时,认证后 5000次/小时
- 如有
GITHUB_TOKEN环境变量则自动使用 - README 超长时只取前 3000 字符分析
- 项目极少时(<3个)告知用户并说明可能原因
Version History
Latest version: 1.0.0
First published: Mar 9, 2026. Last updated: Mar 9, 2026.
1 version released.
Frequently Asked Questions
Is GitHub 项目分析助手 free to use?
Yes. GitHub 项目分析助手 is a free, open-source skill available on the OpenClaw Skills Registry. You can install and use it at no cost, and the source code is publicly available for review and contribution.
What languages/platforms does GitHub 项目分析助手 support?
It runs on any platform that supports OpenClaw, including macOS, Linux, and Windows. As long as you have the OpenClaw runtime installed, GitHub 项目分析助手 will work seamlessly across operating systems.
How do I update GitHub 项目分析助手?
Run
openclaw skills update github-analyzer to get the latest version. OpenClaw will download and apply the update automatically, preserving your existing configuration.Can I use GitHub 项目分析助手 with other skills?
Yes. OpenClaw skills are composable — you can combine GitHub 项目分析助手 with any other installed skill in your workflows. This allows you to build powerful multi-step automations by chaining skills together.