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My Kalshi bot strategy generated $15,000 in one week using a probability-based predictor framework. Instead of trading prediction markets randomly, this system analyzes odds, market movement, and probability shifts to help make more structured decisions on Kalshi.

A production-ready TypeScript toolkit for Bitcoin 15-minute up/down prediction markets on Kalshi and Polymarket. Combines dual-venue monitoring, automated arbitrage detection, and cross-platform order execution.

Enable trading and position tracking on regulated US prediction markets using Kalshi with OpenClaw and LLM-powered market analysis.