LeakHub is a revolutionary web platform that enables the community to discover, submit, verify, and analyze AI system prompt leaks. It's designed to promote transparency in AI systems through crowdsourced verification and community-driven discovery.

✨ Features

🔍 Core Functionality

Submit Leaks: Submit suspected AI system prompt leaks with detailed metadata
Compare & Verify: Advanced comparison algorithms to verify authenticity
Community Library: Browse and search through all submitted leaks
Confidence Scoring: Automatic confidence assessment based on content analysis

🎯 Target Types Supported

🤖 AI Models (GPT-4, Claude, Gemini, etc.)
📱 Apps/Interfaces (Cursor, GitHub Copilot, etc.)
🔧 Tools/Functions (Code Interpreter, WebPilot, etc.)
🤝 AI Agents (AutoGPT, BabyAGI, etc.)
🔌 Plugins/Extensions (Browser extensions, IDE plugins, etc.)
🛠️ Custom GPTs/Bots (Custom implementations)

🏆 Gamification & Community

Leaderboard: Track top contributors and achievements
Daily Challenges: Compete in daily leak hunting challenges
Achievement System: Unlock badges for notable contributions
Points System: Earn points for submissions, verifications, and discoveries

🎯 Requests & Bounties

Community Requests: Request specific targets for leak hunting
Voting System: Vote on which targets to prioritize
Bounty System: Offer points for high-priority discoveries
Trending Requests: See what the community wants most

📊 Advanced Analytics

Similarity Metrics: Character match, word match, structure match, core similarity
Consensus View: Identify common elements across multiple submissions
Verification Tracking: Track verification status and confidence levels
Statistics Dashboard: Real-time platform statistics

🚀 Getting Started

Prerequisites

For Development: Node.js 18+ and npm
For Production: Modern web browser (Chrome, Firefox, Safari, Edge)
For Backend: Optional - MongoDB, Supabase, or Firebase

Quick Start (Development)

# Clone the repository
git clone https://github.com/elder-plinius/LEAKHUB.git
cd LEAKHUB

# Install dependencies
npm install

# Start development server
npm run dev

# Open http://localhost:3000

Quick Start (Production)

GitHub Pages: Push to main branch - auto-deploys!
Vercel: npm i -g vercel && vercel
Netlify: npm install -g netlify-cli && netlify deploy

Local Testing

# Build for production
npm run build

# Preview production build
npm run preview

# Serve static files
npm run serve

Quick Start Guide

1. Submit Your First Leak

Fill in your identifier (username)
Select the target type (AI Model, App, Tool, etc.)
Enter the target name and URL
Paste the suspected system prompt
Add context and access requirements
Submit and earn points!

2. Compare Submissions

Select two different submissions from the dropdowns
Click "Compare" to analyze similarity
Review the detailed metrics and consensus view
High similarity automatically boosts confidence scores

3. Join the Community

Click "View Leaderboard" to see top contributors
Check out "Requests & Challenges" for daily missions
Vote on community requests
Track your achievements and progress

🎮 How It Works

Submission Process

Content Analysis: Automatic confidence scoring based on prompt patterns
First Discovery Detection: Identifies if this is the first submission for a target
Point Allocation: Awards points for submissions, discoveries, and verifications
Metadata Tracking: Stores access requirements, context, and tool information

Verification System

Multi-Metric Comparison: Uses character, word, structure, and core similarity
Consensus Building: Identifies common elements across submissions
Confidence Boosting: High similarity automatically increases confidence scores
Verification Milestones: Tracks when leaks reach verified status

Gamification Mechanics

Base Points: 10 points per submission
First Discovery: 100 points + 50 bonus for non-model targets
Tool Prompts: 30 bonus points for comprehensive submissions
Verification: 20 points per verification + 50 bonus for reaching verified status
Daily Challenges: 400-700 points for completing daily missions

🎨 Design Features

Modern UI/UX

Cyberpunk Aesthetic: Dark theme with neon accents and gradients
Responsive Design: Works perfectly on desktop, tablet, and mobile
Smooth Animations: Floating grid background and interactive elements
Intuitive Navigation: Clear sections and easy-to-use interface

Visual Elements

Status Indicators: Real-time statistics and progress tracking
Badge System: Visual indicators for access requirements and features
Color Coding: Different colors for different target types and confidence levels
Interactive Elements: Hover effects, transitions, and feedback

🔧 Technical Details

Frontend Technologies

HTML5: Semantic markup and modern structure
CSS3: Advanced styling with animations and responsive design
JavaScript (ES6+): Full application logic and data management
Vite: Fast build tool and development server
LocalStorage: Client-side data persistence with backend fallback

Backend & Deployment

GitHub Actions: Automated CI/CD pipeline
Vercel/Netlify: Serverless deployment with functions
Database Abstraction: Support for localStorage, MongoDB, Supabase, Firebase
API Layer: RESTful endpoints with CORS support

Key Algorithms

Text Normalization: Standardized text processing for comparison
Similarity Metrics: Multiple algorithms for comprehensive analysis
Levenshtein Distance: String similarity calculation
Phrase Matching: Sliding window approach for common phrase detection

Data Management

Hybrid Storage: localStorage with optional backend persistence
JSON Serialization: Efficient data storage and retrieval
Real-time Updates: Instant UI updates and statistics
Data Validation: Input validation and error handling
Export/Import: Full data backup and restore functionality

🎯 Use Cases

For Researchers

Document and verify AI system prompts
Compare different implementations
Track prompt evolution over time
Build comprehensive prompt databases

For Developers

Understand AI system behaviors
Debug prompt-related issues
Learn from existing implementations
Contribute to AI transparency

For Community

Participate in AI transparency efforts
Compete in daily challenges
Build reputation and achievements
Help verify and validate discoveries

🤝 Contributing

How to Contribute

Submit Leaks: Share discovered system prompts
Verify Submissions: Compare and verify existing leaks
Request Targets: Suggest new targets for the community
Vote on Requests: Help prioritize community goals
Report Issues: Help improve the platform

Best Practices

Be Accurate: Only submit genuine system prompts
Provide Context: Include how you obtained the prompt
Add Metadata: Include access requirements and URLs
Verify Others: Help verify community submissions
Respect Privacy: Don't submit private or sensitive information

🔮 Future Enhancements

Planned Features

Advanced Analytics: Machine learning-based similarity detection
Mobile App: Native mobile application
Real-time Collaboration: Live collaboration features
Advanced Export: Data export in various formats (CSV, JSON, API)
User Authentication: Secure user accounts and profiles
Social Features: Comments, discussions, and community forums

Backend Integration

Database Support: MongoDB, PostgreSQL, Firebase integration
API Access: RESTful API for programmatic access
Real-time Updates: WebSocket support for live updates
Email Notifications: Automated notifications and alerts
Advanced Security: JWT authentication and rate limiting

Community Features

User Profiles: Detailed user profiles and statistics
Discussion Forums: Community discussions and analysis
Expert Verification: Expert review system
Bounty Marketplace: Advanced bounty and reward system
Achievement System: Expanded badges and rewards

📄 License

This project is open source and available under the MIT License. See the LICENSE file for details.

🙏 Acknowledgments

AI Research Community: For inspiration and feedback
Open Source Contributors: For tools and libraries used
Early Testers: For valuable feedback and suggestions
CL4R1T4S Community: For the vision of AI transparency

📞 Support

Issues: Report bugs and feature requests via GitHub issues
Discussions: Join community discussions
Documentation: Check the inline documentation and comments

Ready to start hunting for AI system prompts? Open index.html and join the LeakHub community! 🚀