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.
Category tags:
.png&w=96&q=75){kind=small}
"Application of Technology 4/5 ERC-8004 on Base Sepolia, multi-agent architecture (Market/Risk/Execution/Orchestrator), Gemini 2.5 Flash, 15 API endpoints, 8 database tables, 3,500+ backend lines. Full validation pipeline: identity → reputation → risk → execution. Business Value 4/5 Trustless agent identity + exchange execution is a real use case. Leaderboard with pre-seeded agents ($110k sandbox, 415 historical actions) shows a working system. Reputation scores (0-1000) tied to real outcomes. Presentation 4/5 Extensive docs: SYSTEM_ARCHITECTURE.md, DEPLOYMENT.md, DEMO_SETUP.md, INTEGRATION_TEST.md. README is comprehensive. PDF is image-based but slides are professional. Originality 3.5/5 Combines ERC-8004 identity with Kraken CLI — same core concept as Forge8004 but better executed. Multi-agent orchestration is solid but follows a common pattern. Standout elements: ✅ Full ERC-8004 implementation with attestations, validation signals, registry ✅ Multi-agent pipeline: Market → Risk → Execution → Orchestrator ✅ 3 pre-registered agents with realistic leaderboard data ✅ Comprehensive API documentation with request/response examples ✅ Pre-seeded: 3 agents, 9 attestations, 415 historical actions, $110k sandbox ✅ Complete audit trail across 8 database tables ⚠️ No on-chain trade verification (data appears to be in Neon DB, not on-chain) ⚠️ GitHub shows "3 stars 2 forks" — very low community engagement ⚠️ Similar core concept to Forge8004 Total: ~4.0/5 — More complete than Forge8004 with better docs and a working multi-agent pipeline. But the trust layer is database-backed rather than truly on-chain, and it doesn't push the originality of the top tier. "
Sanem Avcil
For Innovators & Creators