MATS — Multi Agent Trading System (Self-Evolving AI Trading Brain)
MATS — Multi Agent Trading System (Self-Evolving AI Trading Brain)
MATS is a production-grade, self-evolving multi-agent AI trading system built for Hyperliquid perpetuals and synthetic RWA (stocks/indices). Powered by HACP (Hyper-Accelerated Cognition Protocol), 8 specialized agents, RBC clustering, and Planck-Chaos Resonance, it delivers regime-aware, thesis-driven trading with strict capital preservation.

MATS (Multi Agent Trading System) is an advanced, fully self-evolving quantitative trading platform designed for Hyperliquid and synthetic RWA markets. Featuring an 8-agent HACP consensus engine, Entry Thesis System, Dark Psychology validation, and Options Data Layer integration, MATS continuously learns from every trade through RBC clustering, Trade Pattern Classifier, and directional mutation. It prioritizes capital preservation while maximizing expectancy through regime-specific playbooks (Premium Selling, Directional Credit, Mean Reversion, etc.). Fully supports Paper and Real trading with institutional-grade risk controls, SL/TP safety nets, and real-time monitoring.