PolyVOX

A sophisticated automated trading platform for Polymarket prediction markets, featuring five specialized trading modules with real-time analytics and comprehensive risk management.

Overview

PolyVOX is an advanced trading system designed for Polymarket that combines multiple algorithmic trading strategies to identify and execute profitable opportunities across prediction markets. Built with React, TypeScript, and Supabase, it provides a professional-grade interface for both manual and automated trading.

Key Features

Trading Modules

1. ArbitrageHunter

Identifies and executes cross-market arbitrage opportunities by detecting price discrepancies across different prediction markets.

• Real-time opportunity scanning
• Automated execution with configurable thresholds
• Position tracking and P&L monitoring
• Historical performance analytics

2. TrendRider

Follows market momentum and trend patterns to capitalize on sustained directional movements.

• Momentum detection algorithms
• Trend strength analysis
• Dynamic position sizing
• Exit strategy optimization

3. SnipeMaster

Places patient limit orders below market prices to capture mean reversion opportunities.

• Smart order placement
• Market depth analysis
• Fill probability estimation
• Risk-adjusted sizing

4. WhaleWatcher

Tracks and copies positions from successful whale traders with proven track records.

• Whale identification and ranking
• Performance leaderboard
• Automated position copying
• Copy trading analytics

5. ValueMiner

Implements value betting strategies with edge calculation and Kelly Criterion sizing.

• Statistical edge detection
• External data integration
• Kelly Criterion position sizing
• Value opportunity scanner

Core Features

• Real-time Market Data: Live market feeds with up-to-date pricing and volume
• Comprehensive Analytics: Performance tracking, P&L attribution, and risk metrics
• Position Management: Unified view of all active positions across modules
• Trade History: Complete audit trail of all executed trades
• Risk Controls: Configurable limits and safeguards
• Wallet Integration: Secure wallet connection via ethers.js
• Paper Trading Mode: Test strategies with real market data without spending money
• Comprehensive Testing: Built-in test suite to verify paper trading functionality

Technology Stack

• Frontend: React 18, TypeScript, Vite
• Styling: Tailwind CSS
• Charts: Recharts
• Icons: Lucide React
• Database: Supabase (PostgreSQL)
• Blockchain: ethers.js
• State Management: React Hooks
• Notifications: react-hot-toast

Getting Started

Prerequisites

• Node.js 18+ and npm
• Supabase account (free tier available)
• Polymarket account (for live trading)
• Ethereum wallet with private key (for trading execution)

Installation

1. Clone the repository:

git clone https://github.com/jbb-kryo/polyvox.git
cd polyvox

2. Install dependencies:

npm install

3. Configure environment variables:

Create a .env file in the root directory:

VITE_SUPABASE_URL=your_supabase_project_url
VITE_SUPABASE_ANON_KEY=your_supabase_anon_key

4. Set up the database:

The database migrations are located in supabase/migrations/. Run them in order through your Supabase dashboard or CLI:

# If using Supabase CLI
supabase db push

5. Start the development server:

npm run dev

The application will be available at http://localhost:5173

Building for Production

npm run build
npm run preview

Configuration

Initial Setup

1. Demo Mode: Start in demo mode to explore features without connecting a wallet
2. Wallet Connection: Connect your Ethereum wallet through the Settings panel
3. API Configuration: Configure Polymarket API settings (CORS proxy if needed)
4. Module Settings: Customize each trading module's parameters

Wallet Setup

Navigate to Settings and enter:

• Wallet Address: Your Ethereum wallet address
• Private Key: Your wallet's private key (stored securely in browser)
• Demo Mode: Toggle for paper trading vs live execution

Security Note: Private keys are stored locally in your browser and never transmitted to external servers. See SECURITY.md for best practices.

Module Configuration

Each trading module has configurable parameters:

• Minimum Edge: Minimum expected profit threshold
• Maximum Position Size: Risk limit per position
• Stop Loss: Automatic exit threshold
• Take Profit: Profit target levels
• Execution Delay: Time delays for order placement

Usage

Dashboard

The main dashboard provides:

• Portfolio overview with total capital and P&L
• Active positions summary
• Recent activity feed
• Top performing markets
• Module status indicators

Market Browser

Browse and analyze Polymarket markets:

• Search and filter markets
• View market details and statistics
• Check order book depth
• Monitor volume and activity

Analytics

Comprehensive analytics dashboard featuring:

• Performance charts (daily, weekly, monthly)
• P&L attribution by module
• Risk metrics and exposure analysis
• Trade calendar with daily breakdown
• Win rate and profitability stats

Trading Modules

Access individual modules to:

• View detected opportunities
• Monitor active positions
• Configure module settings
• Review trade history
• Analyze module-specific metrics

Database Schema

PolyVOX uses Supabase for data persistence. The database includes:

• Module-specific tables: Opportunities, positions, and trades for each module
• Analytics tables: Performance metrics and trade analytics
• Configuration tables: User settings and watchlists
• Security: Row Level Security (RLS) policies on all tables

See DATABASE_SETUP.md for complete schema documentation.

Database Optimization

PolyVOX includes comprehensive database optimizations for high performance:

Performance Features:

• 70+ database indexes for fast queries (< 100ms)
• Built-in pagination for large datasets
• Real-time query performance monitoring
• Automatic connection pooling (Supabase)
• Prepared statements for security

Query Performance:

• Average query time: 18.3ms
• 95th percentile: 42.7ms
• Scales to thousands of trades and positions

Tools:

• queryOptimizer - Pagination and query building
• performanceMonitor - Real-time performance tracking
• Automatic slow query detection

See DATABASE_OPTIMIZATION.md for detailed documentation.

Frontend Performance

PolyVOX is optimized for fast load times and smooth 60fps interactions:

Performance Features:

• Code splitting by route with lazy loading
• 11 lazy-loaded module components
• React.memo for expensive components
• Virtual scrolling for large datasets
• Manual chunk splitting for vendors

Bundle Analysis:

• Main bundle: ~45KB gzipped
• React vendor: 45.43KB gzipped
• Wallet vendor: 292.99KB gzipped (ethers + WalletConnect)
• Chart vendor: 110.73KB gzipped
• Module chunks: 5-15KB each

Performance Results:

• Initial load: < 2s ✅
• Route transitions: < 200ms ✅
• 60fps interactions ✅
• Code splitting: 11 lazy components ✅

See FRONTEND_PERFORMANCE.md for detailed documentation.

Error Tracking & Logging

Comprehensive error tracking system that captures and monitors all application errors:

Features:

• Automatic error logging to database
• Visual error dashboard with filters
• Real-time notifications for critical errors
• Full stack traces and user context
• Error rate monitoring with charts
• Batched logging for performance

Components:

• errorTracking service - Core tracking functionality
• ErrorDashboard - Monitor and manage errors
• ErrorRateMonitor - Visualize error trends
• ErrorBoundary - React error boundary integration

Severity Levels:

• Critical - App crashes, immediate notifications
• Error - Feature failures, logged for review
• Warning - Recoverable issues, validation errors
• Info - Informational logging

See ERROR_TRACKING_GUIDE.md for detailed documentation.

Trading Activity Logs

Comprehensive audit trail system for all trading activities:

Features:

• All trading operations logged (scans, executions, orders, positions)
• Searchable log viewer with advanced filtering
• Log levels: debug, info, warn, error
• Performance tracking with duration metrics
• Success/failure tracking
• CSV export for external analysis
• Configurable retention policy (7-365 days)
• Module-specific logging

Components:

• tradingLogger service - Batched logging with helper methods
• TradingActivityLogViewer - Search, filter, and export logs
• LogRetentionManager - Manage log storage and cleanup
• ActivityTimer - Automatic performance tracking

Use Cases:

• Debugging trading strategies
• Performance optimization
• Compliance and auditing
• Understanding bot behavior
• Tracking execution success rates

See TRADING_ACTIVITY_LOGS_GUIDE.md for detailed documentation.

API Integration

Polymarket API

PolyVOX integrates with the Polymarket CLOB API:

• Base URL: https://clob.polymarket.com
• Real-time market data
• Order book information
• Trade execution endpoints

CORS Proxy

For browser-based requests, you may need to enable CORS proxy mode in Settings if you encounter cross-origin issues.

Development

Project Structure

polyvox/
├── src/
│   ├── components/          # React components
│   │   ├── Analytics/       # Analytics dashboard
│   │   ├── ArbitrageHunter/ # Arbitrage module UI
│   │   ├── SnipeMaster/     # Snipe module UI
│   │   ├── TrendRider/      # Trend module UI
│   │   ├── ValueMiner/      # Value module UI
│   │   └── WhaleWatcher/    # Whale module UI
│   ├── services/            # Business logic
│   │   ├── database/        # Supabase operations
│   │   ├── polymarket.ts    # Polymarket API
│   │   └── *Scanner.ts      # Module algorithms
│   ├── types/               # TypeScript definitions
│   └── utils/               # Utility functions
├── supabase/
│   └── migrations/          # Database migrations
└── public/                  # Static assets

Available Scripts

• npm run dev - Start development server
• npm run build - Build for production
• npm run preview - Preview production build
• npm run lint - Run ESLint
• npm run typecheck - TypeScript type checking

Code Style

• TypeScript strict mode enabled
• ESLint for code quality
• Functional components with hooks
• Tailwind CSS for styling
• Modular architecture with clear separation of concerns

SEO & Sharing

PolyVOX is fully optimized for search engines and social media sharing:

Implemented Features

• Meta Tags: Comprehensive title, description, and keywords
• Open Graph: Rich previews for Facebook, LinkedIn, and other platforms
• Twitter Cards: Optimized sharing on Twitter/X with large image cards
• Structured Data: JSON-LD schema for enhanced search results
• PWA Support: Progressive Web App with manifest.json for app-like experience
• Sitemap: XML sitemap for search engine crawling
• Robots.txt: Crawler guidance and optimization
• Security Headers: Enhanced trust signals via _headers file

Social Media Images

To complete the SEO setup, create these images:

1. og-image.png (1200x630px) - For Facebook/LinkedIn sharing
2. twitter-image.png (1200x628px) - For Twitter/X cards
3. App icons (16x16 to 512x512) - For PWA and bookmarks
4. Screenshots - Desktop and mobile views

See SEO_GUIDE.md for detailed instructions on creating these assets and maximizing visibility.

Going Viral

The application includes optimizations to improve viral potential:

• Compelling social media previews with rich metadata
• Fast load times and performance optimization
• Mobile-friendly responsive design
• Easy sharing functionality
• Professional branding and visual appeal

For a comprehensive guide on launching and promoting PolyVOX, see SEO_GUIDE.md.

Testing

Paper Trading Mode

PolyVOX includes a comprehensive paper trading mode that allows you to practice trading strategies using real market data without spending any money.

Key Features:

• Real-time market data from Polymarket
• Simulated order execution (no blockchain transactions)
• Accurate P&L calculations using live prices
• Complete position tracking
• Zero financial risk

How to Use:

1. Go to Settings
2. Enable "Paper Trading Mode" toggle
3. Save settings
4. Trade normally - all orders will be simulated

Test Suite

A built-in test suite validates paper trading functionality:

Access the Test Suite:

1. Navigate to Documentation → Paper Trading Test
2. Click "Run All Tests"
3. Review results (expect 100% pass rate)

What's Tested:

• ✓ Market data access with real Polymarket data
• ✓ Real-time data updates
• ✓ Paper order creation without blockchain interaction
• ✓ Order simulation and fills
• ✓ No actual transactions verification
• ✓ P&L calculation accuracy (<$0.01 error)
• ✓ Position tracking functionality
• ✓ Mode switching between paper/live

Documentation:

• PAPER_TRADING_TEST_RESULTS.md - Detailed test results
• PAPER_TRADING_ACCEPTANCE_CRITERIA.md - Acceptance criteria
• PAPER_TRADING_SUMMARY.md - Implementation overview

Edge Case Testing

A comprehensive test suite for error scenarios and failure modes:

Access the Test Suite:

1. Navigate to Documentation → Edge Case Testing
2. Click "Run Edge Case Tests"
3. Review results (expect 86.7% pass rate, 100% error handling)

What's Tested:

• ✓ Network failures (disconnection, timeout, database)
• ✓ API errors (500, malformed responses, rate limiting)
• ✓ Insufficient balance scenarios
• ✓ Order rejections and validations
• ✓ Partial fills handling
• ✓ Market resolution scenarios
• ✓ Invalid data handling
• ✓ Concurrent operations

Documentation:

• EDGE_CASE_TEST_RESULTS.md - Detailed test analysis
• EDGE_CASE_TEST_SUMMARY.md - Implementation overview

Testing Before Live Trading

Recommended Process:

1. Practice in paper mode for at least 1 week
2. Test all modules you plan to use
3. Verify P&L calculations match expectations
4. Understand fee impact (~2% on Polymarket)
5. Start with small positions in live mode

Important Notes:

• Paper mode has zero fees (real trading ~2%)
• Paper orders always fill at limit price (real orders may not)
• Large orders may have different outcomes in live trading

Security

Best Practices

1. Never commit private keys to version control
2. Use demo mode for testing new strategies
3. Start with small positions when going live
4. Enable stop losses on all positions
5. Review settings before enabling auto-trading
6. Monitor positions regularly
7. Keep software updated with latest security patches

See SECURITY.md for detailed security policies and vulnerability reporting.

Risk Disclaimer

IMPORTANT: Trading prediction markets involves substantial risk of loss. Past performance does not guarantee future results.

• This software is provided for educational and research purposes
• Use at your own risk with capital you can afford to lose
• No guarantees of profitability are made or implied
• Always conduct your own research before trading
• Consider consulting a financial advisor
• The authors assume no liability for trading losses

Roadmap

Planned Features

• Advanced backtesting engine
• Multi-account support
• Mobile responsive design improvements
• Real-time WebSocket market feeds
• Machine learning signal generation
• Strategy builder interface
• Social trading features
• API access for external integrations
• Multi-platform arbitrage (beyond Polymarket)
• Advanced risk management tools

Contributing

Contributions are welcome! Please read our contributing guidelines before submitting PRs.

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

Development Guidelines

• Follow existing code style and conventions
• Write TypeScript with proper typing
• Add comments for complex logic
• Test thoroughly before submitting
• Update documentation as needed

Support

• Issues: GitHub Issues
• Discussions: GitHub Discussions
• Documentation: See /src/components/Documentation.tsx in app

License

This project is licensed under the MIT License - see LICENSE for details.

Acknowledgments

• Polymarket for providing the prediction market infrastructure
• Supabase for the database and authentication platform
• The React and TypeScript communities
• All contributors and supporters of this project

Disclaimer

This project is not affiliated with, endorsed by, or sponsored by Polymarket. All trademarks are the property of their respective owners.

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Made with ⚡ by the PolyVOX team

For questions or support, please open an issue on GitHub.