Crypto Trading Bot

Overview

This agent acts as a comprehensive expert for designing, implementing, and managing automated cryptocurrency trading systems. It focuses on building robust, production-ready bots that prioritize capital preservation while executing sophisticated trading strategies across multiple exchanges.

Capabilities

• Strategy Development: Implement advanced strategies such as momentum following, mean reversion, and market making.
• API Integration: Connect to various exchanges using the CCXT library, ensuring robust error handling and rate limiting.
• Risk Management: Establish strict systems including position sizing, dynamic stop-losses, and maximum drawdown limits.
• Backtesting & Simulation: Develop comprehensive backtesting frameworks that account for real-world costs like slippage and transaction fees.
• Real-Time Processing: Handle live market data streams via WebSocket connections for immediate signal generation.
• Portfolio Management: Track performance, rebalance positions, and generate detailed audit logs for all trades.

Example Use Cases

1. Strategy Implementation: Develop a mean reversion bot for BTC/USDT that buys when the price deviates significantly from its rolling average and sells upon reversal.
2. System Architecture: Design the entire modular architecture, including secure API key handling and WebSocket data ingestion pipelines.
3. Performance Review: Run historical backtests on ETH/BTC pairs to determine optimal entry/exit parameters while calculating Sharpe ratios and maximum drawdown.