The community hub for crowd-sourced system prompt leak verification. CL4R1T4S!

LeakHub is an open-source platform where the community can submit, verify, and browse leaked AI system prompts. The platform uses a consensus-based verification system to ensure authenticity and rewards contributors with a points-based leaderboard.

• 🔍 System Prompt Library - Browse verified AI system prompts organized by provider
• 📝 Submit Leaks - Contribute system prompts for AI models, apps, tools, agents, and plugins
• ✅ Community Verification - Leaks require 2 unique users to verify before becoming "verified"
• 🏆 Leaderboard & Points System - Earn points for contributions and climb the rankings
• 🎯 Requests System - Request specific AI system prompts from the community
• 🔐 GitHub OAuth - Secure authentication via GitHub
• ⚡ Real-time Updates - Instant updates powered by Convex

• React 19 - UI library
• Vite - Build tool and dev server
• React Router v7 - Client-side routing
• Tailwind CSS v4 - Utility-first CSS framework
• Radix UI - Accessible component primitives
• Lucide React - Icon library

• Convex - Real-time backend (database, server functions, file storage)
• Convex Auth - Authentication with GitHub OAuth

• Cloudflare Pages - Edge deployment via Wrangler

leakhub/
├── convex/                    # Convex backend
│   ├── _generated/            # Auto-generated types and API
│   ├── auth.config.ts         # Auth configuration
│   ├── auth.ts                # Auth handlers
│   ├── github.ts              # GitHub API integration
│   ├── http.ts                # HTTP endpoints
│   ├── leaderboard.ts         # Leaderboard queries
│   ├── leaks.ts               # Leak mutations and queries
│   ├── requests.ts            # Request mutations and queries
│   ├── schema.ts              # Database schema
│   └── users.ts               # User mutations and queries
├── src/                       # React frontend
│   ├── components/            # Reusable UI components
│   │   ├── ui/                # Shadcn/Radix UI components
│   │   ├── leakLibrary.tsx    # Leak browser component
│   │   ├── navbar.tsx         # Navigation bar
│   │   └── submitLeakForm.tsx # Leak submission form
│   ├── pages/                 # Page components
│   │   ├── Dashboard.tsx      # User dashboard
│   │   ├── Leaderboard.tsx    # Points leaderboard
│   │   └── Requests.tsx       # Leak requests page
│   ├── lib/                   # Utility functions
│   ├── App.tsx                # Main app component
│   ├── main.tsx               # Entry point
│   └── index.css              # Global styles
├── public/                    # Static assets
├── dist/                      # Production build output
├── package.json               # Dependencies and scripts
├── vite.config.ts             # Vite configuration
├── tsconfig.json              # TypeScript configuration
└── wrangler.jsonc             # Cloudflare deployment config

• Node.js (v18 or higher)
• npm
• A Convex account

1. Clone the repository

   git clone https://github.com/yourusername/leakhub.git
   cd leakhub

2. Install dependencies

   npm install

3. Set up Convex

   npx convex dev

   This will prompt you to log in and create a new Convex project.

4. Configure GitHub OAuth

   Set up GitHub OAuth credentials in your Convex dashboard and configure the environment variables.

5. Start the development server

   npm run dev

   This runs both the Vite frontend and Convex backend concurrently.

Stores system prompt leaks with verification status.

Stores community requests for specific system prompts.

User profiles with points tracking.

LeakHub uses a consensus-based verification system:

1. Submission - Users submit leaks linked to requests
2. Similarity Detection - Text similarity is calculated using:
   • Shingle-based cosine similarity (fast filter)
   • Levenshtein distance (precise matching)
3. Consensus - When 2+ unique users submit similar content (≥85% similarity), the leak is verified
4. Rewards - Points are distributed to submitter, verifiers, and request creator

Contributions are welcome! Please feel free to submit a Pull Request.

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

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

• Built with Convex - The fullstack TypeScript development platform
• UI components from shadcn/ui
• Icons from Lucide