github-analyzer
输入项目想法或 GitHub 链接，自动搜索相关开源项目，生成结构化分析报告（技术栈/优缺点/评分）， 并可下载评分最高的前3名代码包。支持意图搜索和直链分析两种模式。
Best use case
github-analyzer is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
输入项目想法或 GitHub 链接，自动搜索相关开源项目，生成结构化分析报告（技术栈/优缺点/评分）， 并可下载评分最高的前3名代码包。支持意图搜索和直链分析两种模式。
Teams using github-analyzer should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/github-analyzer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How github-analyzer Compares
| Feature / Agent | github-analyzer | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
输入项目想法或 GitHub 链接，自动搜索相关开源项目，生成结构化分析报告（技术栈/优缺点/评分）， 并可下载评分最高的前3名代码包。支持意图搜索和直链分析两种模式。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 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 1. 解析用户描述，提取 2-4 个核心关键词 2. 调用 GitHub Search API 搜索相关仓库（按 stars 降序，取 Top 10） 3. 过滤：排除 fork、归档、1年内未更新、stars < 50 的项目 4. 对每个项目调用 GitHub API 获取详情 5. AI 分析生成报告 6. 询问是否需要下载代码包 ### 模式二：直链分析模式 1. 提取 URL 中的 owner/repo 2. 调用 GitHub API 获取仓库详情、README、语言统计 3. AI 分析生成报告 4. 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 ```python # 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
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