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AI Agents

Phil is a self-improving trader: an AI agent that trades short-term prediction markets and rewrites his own strategy after every settled bet. Paper 24/7 in the cloud; small capped real stakes via Pearl Connect.

★ 16940 forksPythonApache-2.0bennyjo

An autonomous Python agent that researches and trades short-term Polymarket markets, evaluates its forecasts against settled outcomes, and revises its strategy. It supports continuous paper trading and optional capped real trades through Pearl Connect.

Use Cases

Screen prediction markets for potential betting opportunitiesResearch and place paper tradesEvaluate forecast calibration against market pricesRevise trading strategies using settled bet outcomesExecute capped real trades through a separate signing service

Built With

Language
Python
Frameworks
Claude Code · Pearl Connect

Tags

autonomous-agent · self-improving · prediction-markets · Polymarket · trading · paper-trading · forecasting · multi-agent-screening · Claude Code