Polytragent

Polytragent is an AI research agent for Polymarket. Send a Polymarket event URL via Telegram and it instantly analyzes every sub-market, cross-references forecaster platforms like Manifold Markets, reviews its own past prediction accuracy, and delivers AI-powered edge recommendations — BUY YES, BUY NO, or HOLD — with confidence levels and reasoning. It features an 8-step research pipeline: URL parsing, Gamma API sub-market fetching, Manifold cross-reference, past track record analysis, Claude Sonnet AI synthesis, prediction logging, output formatting, and background resolution every 6 hours. The system is self-improving — it tracks every prediction, records outcomes, and adjusts calibration biases automatically. Currently boasts a 78% prediction win rate with full analysis delivered in under 10 seconds.