predict-raven

This is the most compelling repo in the batch - a truly autonomous trading agent that runs continuously on Polymarket. The TypeScript codebase implements a complete trading loop: market data ingestion via WebSocket, strategy decision-making, and order execution through the CLOB API. It has 27 forks suggesting real user adoption. The agent architecture appears modular with separate layers for data, strategy, and execution, which is the right design for maintainable trading systems. The README indicates it handles its own risk management and position sizing. The 67 stars and active development suggest this is a working system. For developers looking to understand how a full autonomous trading agent works on Polymarket, this is a goldmine. The main risk is that the strategies are black-boxed to some degree - the code likely contains strategy logic that requires careful study to understand. Still, worth deep-diving for its architectural patterns and production-grade TypeScript. No malware signals detected. Would recommend for developers wanting to build or study autonomous trading agents.