Productive AI

An AI-powered product that compares your project with open source repositories and delivers feature-based insights, similarity scores, gaps, and smart competitive analysis to level up your product.

Productive AI delivers AI-generated insights from GitHub repos so you can improve your project and make data-driven decisions instantly.

Features

• Smart Repository Comparison: Compares your project to all GitHub repositories using feature-based semantic analysis
• Comprehensive Analysis: Provides similarity scores, overlapping features, missing features, and extra features
• Competitive Intelligence: Generates intelligent competitive analysis summaries
• Repository Status Check: Shows status (active/archived) of compared repositories

Prerequisites

• Node.js 18.0.0+
• Next.js
• TypeScript
• Tailwind CSS
• Cohere AI SDK
• Personal Access Token for:
  • GitHub REST and GraphQL APIs
• API key for:
  • Cohere AI

Quick Start

Installation

1. Clone the repository

git clone https://github.com/extinctsion/productiveai.git
cd productiveai

2. Install dependencies

npm install

Configuration

Create a .env.local file with the following variables and insert your github Token and cohere-ai API key:

GITHUB_TOKEN=your_github_token
COHERE_API_KEY=your_cohere_api_key

Running the Application

# Development mode
npm run dev

# Production mode
npm run build
npm start

API Usage

This project interacts with the GitHub API using both GraphQL and REST endpoints.

Endpoints

GitHub GraphQL API

POST https://api.github.com/graphql

GitHub REST API – Code Search in Repository

GET https://api.github.com/search/code

Base GitHub REST API

GET https://api.github.com

Development

Project Structure

productiveai/
├── app/
│   ├── api/           # API route handlers
│   ├── compare/[id]   # Dynamic route for comparing product by ID
├── components/        # Component files and folder
├── hooks/             # hooks files
├── lib/               # Utility functions, API clients, or configurations
├── public/            # Static files like images, favicons, logos
└── README.md          # Project overview

Running Tests

# Tests coming soon

Contributions

We welcome contributions!

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to your branch (git push origin feature/AmazingFeature)
5. Submit a Pull Request

License

This project is licensed under the Apache 2.0 License - see the LICENSE file for details.

Acknowledgments

• Cohere AI for powerful language models
• GitHub for providing comprehensive repository data
• All contributors who help improve this project

Support

For support, please open an issue in the GitHub repository or contact the maintainers.

• Email: [email protected]

---

Turning open-source code into insights — built to help you compare and improve your product, with ❤️ by Productive AI.