Multi-agent AI trading platform

This project is an autonomous AI trading platform that integrates ERC-8004 agent identity with Kraken CLI-based trade execution to enable trustless, explainable financial automation. The system uses a multi-agent architecture composed of Market, Risk, and Execution agents coordinated by an orchestrator. Each agent operates independently, analyzing real-time market data, validating risk constraints, and executing trades through a programmatic Kraken CLI interface. Agents are registered in an ERC-8004 registry with identity, attestations, and dynamic reputation scores. Before any trade is executed, the system performs a full validation pipeline including identity verification, reputation checks, and risk rule enforcement. AI-generated reasoning (via Gemini 2.5 Flash) provides transparent explanations for every decision. The platform delivers a complete end-to-end flow: trade intent → agent validation → market analysis → risk assessment → execution → audit logging → reputation updates. A leaderboard ranks agents based on performance, enabling a competitive, trust-driven ecosystem. Key innovations include combining decentralized trust (ERC-8004) with centralized exchange execution (Kraken CLI), explainable AI decision-making, and a production-ready multi-agent architecture. The system demonstrates real-world applicability for autonomous trading, portfolio management, and financial agent ecosystems.