VORTEX | Multi-Agent Cross-Asset Intelligence)

VORTEX is an autonomous, multi-agent intelligence ecosystem engineered to master the high-volatility interface of crypto-assets and tokenized equities (xStocks) on the Kraken exchange. Moving beyond rigid, single-strategy algorithms, VORTEX employs a decentralized 'Council of Advisors' architecture. This council consists of seven specialized, Explainable AI (XAI) agents, each analyzing the market through distinct mathematical and fundamental lenses (Macro, Spectral, Fractal, Sentiment, etc.). A central 'Director' agent aggregates these distinct signals using a performance-based Reinforcement Learning (RL) feedback loop, dynamically updating agent weights ($w = accuracy^\beta$) in real-time. Critically, VORTEX prioritizes strict capital preservation through integrated, volatility-aware risk management, featuring ATR-adjusted position sizing, confidence-scaled execution, and adaptive circuit breakers. VORTEX is not just a tool; it is a scalable, enterprise-ready solution for the future of hybrid digital finance.