Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
AI coding agent skill for deep architectural analysis of open-source projects | 开源项目深度架构分析，一句话生成专业级分析报告
| Date | Stars |
|---|---|
| 2026-07-31 | 455 |
| 2026-08-05 | 460 |
| 2026-08-06 | 460 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
# Repo Analyzer
An AI coding agent skill for deep architectural analysis of open-source projects. Generates professional-grade architecture reports with design insights, trade-off analysis, and Mermaid diagrams.
Compatible with [Claude Code](https://claude.ai/claude-code), [Codex](https://github.com/openai/codex), [OpenClaw](https://github.com/anthropics/openclaw), and any AI coding agent that supports the skills format.
**[中文文档](README.zh.md)**
## Related Articles
- [一键生成专业级分析报告：迭代20多轮的深度架构分析Skill，我决定开源了](https://mp.weixin.qq.com/s/sOPHFaNS8pIkhB4F-FysTQ)
- [Claude Code 源码深度架构分析](https://mp.weixin.qq.com/s/GjZ-tFBVwfJwK11F1lP5TQ)
## Quick Install
**npx (Recommended)**
```bash
npx skills add yzddmr6/repo-analyzer
```
**Plugin Marketplace**
```
/plugin marketplace add yzddmr6/repo-analyzer
/plugin install repo-analyzer@repo-analyzer
```
**Manual (Git Clone)**
```bash
# macOS / Linux
git clone https://github.com/yzddmr6/repo-analyzer.git ~/.claude/skills/repo-analyzer
# Windows
git clone https://github.com/yzddmr6/repo-analyzer.git %USERPROFILE%\.claude\skills\repo-analyzer
```
## Features
- **Architecture-level analysis** — Focuses on *why* things are designed the way they are, not just *what* the code does
- **Adaptive report structure** — No fixed template; chapters are designed based on each project's unique characteristics
- **Parallel subagent analysis** — Spawns multiple agents to analyze core modules concurrently for large codebases
- **Competitive positioning** — Compares design philosophy and technical trade-offs against similar projects
- **Mermaid diagrams** — Architecture overviews, data flows, and per-module sequence diagrams throughout the report
- **Interactive workflow** — Asks targeted questions based on project traits before diving into analysis
## Usage
Simply ask Claude Code to analyze a project:
```
分析项目 https://github.com/astral-sh/ruff
```
```
分析一下 ollama/ollama 这个仓库的架构
```
```
对比分析 express 和 fastify
```
The skill also accepts `owner/repo` shorthand, full GitHub/GitLab/Gitee URLs, or local paths.
### Trigger Keywords
The skill activates automatically when you mention:
`分析项目` `分析仓库` `分析 GitHub` `项目分析` `源码分析` `架构分析` `代码分析` `学习这个项目` `研究这个框架` `看看这个库怎么实现的` `对比两个项目` `项目评测` `框架评测`
> **Note:** The skill outputs reports in Chinese by default. If you ask in another language, it follows your language.
## Analysis Modes
After scanning the codebase, the skill asks you to choose a depth level:
| Mode | Core Module Coverage | Secondary Coverage | Best For |
|------|---------------------|-------------------|----------|
| **Quick** | >= 30% | >= 10% | Getting a high-level overview |
| **Standard** (default) | >= 60% | >= 30% | Regular architecture analysis |
| **Deep** | >= 90% | >= 60% | Studying every design decision |
## How It Works
1. **Clone & Scan** — Clones the repo (or uses a local path), counts effective lines of code by module
2. **External Research** — Web searches for reviews, comparisons, and architecture discussions; crawls the official website
3. **Adaptive Q&A** — Generates targeted questions based on project characteristics, not a fixed checklist
4. **Dynamic Report Structure** — Designs chapter layout based on your answers and project traits
5. **Parallel Deep Analysis** — Spawns subagents for each core module, analyzing them concurrently
6. **Cross-Validation** — Verifies conclusions across modules, checks code read coverage
7. **Multi-Source Fusion** — Merges research, module analyses, and insights into a cohesive narrative
8. **Final Report** — Outputs a single Markdown file with Mermaid diagrams
## Report Output
The final report is saved as a single Markdown file at:
```
~/repo-analyses/{project-name}-{date}/ANALYSIS_REPORT.md
```
Every report includes (adapted per project):
- **Problem Context** — What problem does this solve? Why do existing solutions fall short?
- **Competitive Positioning** — Design philosophy differences vs. alternatives (not feature checklistExcerpt of 5,715 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ee59a1e2f6c8cdaa, llm:Description: 'AI coding agent skill for deep architectural analysis of open-source projects | 开源项目深度架构分析，一句话生成专业级分析报告'
matched fp:ee59a1e2f6c8cdaa, llm:Description: 'AI coding agent skill for deep architectural analysis of open-source projects | 开源项目深度架构分析，一句话生成专业级分析报告'
matched fp:ee59a1e2f6c8cdaa, llm:Description: 'AI coding agent skill for deep architectural analysis of open-source projects | 开源项目深度架构分析，一句话生成专业级分析报告'