Kalshalyst — Contrarian Prediction Market Scanner Overview Kalshalyst is a complete intelligence system for finding and trading prediction market opportunities. It combines: - Claude Sonnet contrarian estimation — sees market prices and finds reasons they're WRONG - Brier score tracking — measures how well your estimates calibrate against actual outcomes - Kelly Criterion position sizing — calculates optimal trade size for each opportunity - Five-phase pipeline — FETCH → CLASSIFY → ESTIMATE → EDGE → ALERT The key insight: blind estimation (not seeing prices) produces consensus-matching estima…