djpaulmartinez/POLYMARKET-AI-TRADING-BOT

This Rust-based Polymarket trading bot suite distinguishes itself through high-performance implementation and AI integration. The codebase (791KB) leverages Rust's memory safety and concurrency guarantees for low-latency order execution, critical for arbitrage and market making strategies on Polymarket's CLOB. The architecture appears to support multiple trading modes including automated arbitrage detection, copy trading via wallet tracking, and market making with dynamic spread adjustment. The AI component integrates with Claude and Gemini APIs for probability estimation and trade signal generation, though the extent of LLM integration needs code review. The repository includes paper trading support for testing strategies without capital risk. Topics reference openclaw-agent and a16z, suggesting alignment with current AI trading research. The 1 star indicates genuine early-stage development rather than artificial engagement. Rust is an excellent choice for Polymarket bots due to the performance requirements of CLOB interaction. Developers interested in combining traditional quant strategies with AI signal generation will find this repo valuable. The market-making implementation could be particularly useful for providing liquidity while earning fees.