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Get instant GitHub insights with quick stats and AI-powered Smart Summaries—personalized feedback (and a little roasting) on your coding habits!

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GitInsight

GitInsight is a powerful web application designed to give you a comprehensive overview of your recent GitHub activity. It offers two key features:

  1. Quick Summary: Get a snapshot of your activity with event counts (such as commits, pull requests, and more) broken down by repository.
  2. Smart Summary: Dive deeper with AI-driven insights! This feature leverages multiple LLM-powered personas to provide personalized feedback on your coding habits, helping you grow and improve as a developer.

Whether you're looking for a quick glance at your contributions or get brutally roasted on your skills, GitInsight has you covered.

Usage

demo.mp4

Features

  • Fetches all public events of a GitHub user
  • Filters and stores the following in memory for each repo:
    • Starred status
    • Commit count and messages
    • Pull Request Open count
    • Pull Request Comment count and messages
    • New Members added count
    • Open Issues count
    • Issue Comment count and messages
  • LLM Parsing of GitHub Summary with the persona of
    • Software Architect
    • HR Recruiter
    • Potential Partner
  • One-page UI for both Quick & Smart Summary
  • V1.0.0 Release
  • Responsive UI for Phones

Tech Stack

  • Frontend: Thymeleaf for templating HTML, Bootstrap for CSS, HTMX for minimal JS
  • Backend: Java, Maven, Spring Boot
  • LLM: Gemini API

Dev Setup

Prerequisites:

# Set Environment Variables
export GITHUB_ACCESS_KEY=github_pat_xxx
export GEMINI_ACCESS_KEY=xxxx

# Run the app
mvn spring-boot:run

# Build JAR
mvn clean package -DskipTests

Contributing

Contributions to GitInsight are welcome! If you'd like to contribute, please follow these steps:

  • Fork the Repository: Fork the project on GitHub.
  • Create a Branch: Create a new branch for your feature or bug fix.
  • Make Changes: Implement your changes and ensure they are well-tested.
  • Submit a Pull Request: Submit a pull request with a detailed description of your changes.

License

This code is licensed under the MIT license.


This projects extends the functionality of a coding challenge in an attempt to make it more useful and accessible for everyone.

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Get instant GitHub insights with quick stats and AI-powered Smart Summaries—personalized feedback (and a little roasting) on your coding habits!

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