AI Research Lab for GitHub Repos

Agent-powered webapp that turns any GitHub repo into an explainable engineering report with architecture summaries, issue suggestions, and PR-ready documentation.

Comment

Project: AI Research Lab for GitHub Repos A webapp with agents that reads GitHub repositories, explains architecture, finds issues, suggests fixes, and generates PR summaries. This solve problem: Developers waste time understanding unfamiliar repositories before contributing. AI Research Lab turns any GitHub repo into an explainable engineering report with architecture summaries, issue suggestions, and PR-ready documentation.

Video demo link: https://youtu.be/iHjGllJhC58?si=kdcvNHI_WMlC0a6a

Core Concept:

User enters a GitHub repo URL: https://github.com/user/project

The app analyzes the repo and generates:

  • Architecture Explanation
  • File/Folder Map
  • Tech Stack Detection
  • Bug/Risk Findings
  • Suggested GitHub Issues
  • Fix Recommendations
  • PR Summary Draft
  • Implementation Roadmap

Landing Page

  • Input: Paste a GitHub repository URL
  • Button: Analyze Repository
  • Subtitle: AI Research Lab turns open-source repositories into explainable engineering reports.

Repo Overview Dashboard

  • Show:
  • repo name
  • detected language/framework
  • project purpose
  • complexity score
  • maintainability score
  • architecture summary

AI Agent Workspace

Agents:

  • Research Lead Agent
  • Summarizes the repo purpose.
  • Architecture Agent
  • Explains folder structure and system design.
  • Code Review Agent
  • Finds risks, bugs, and weak spots.
  • Issue Triage Agent
  • Generates GitHub issue tickets.
  • Fix Engineer Agent
  • Suggests code-level fixes.
  • PR Writer Agent
  • Generates pull request summaries.

Architecture Map

Show:

  • folder tree
  • key files
  • main components
  • data flow explanation

Issue Generator

Auto-generates issues like:

  • Title: Improve error handling in API client
  • Priority: Medium
  • Type: Bug
  • Suggested Fix: Add try/catch and user-facing error state Buttons:
  • Copy Issue
  • Export All Issues
  • Create GitHub Issues

PR Summary Generator

Generate: Summary

  • Refactored API error handling
  • Added loading states
  • Improved component separation

Testing

  • Verified API failure state
  • Checked mobile layout Buttons:
  • Copy PR Summary
  • Download Report

Built With

Share this project:

Updates