Trustless Trading Agent with risk check & patterns

The Trustless Trading Agent is an autonomous AI system that combines real-time market analysis with cryptographic accountability. It fetches live price data via PRISM API, runs technical analysis (momentum, volume, mean reversion), signs every decision using ERC-8004 on-chain identity, and executes trades through Kraken CLI. Features include 6-point risk guardrails, explainable AI reasoning, trust score system, DeFi integration (Surge + Aerodrome), admin panel with session analytics, and user onboarding flow. ProofTrader is a trust-first autonomous AI trading agent designed to solve the transparency gap in algorithmic trading. The system uses real-time market data from PRISM API to analyze trends and generate trading decisions with clear reasoning and confidence scores. Before executing any trade, a risk engine enforces strict guardrails such as position limits, volatility checks, and loss thresholds. Each decision is converted into a structured trade intent, cryptographically signed using an ERC-8004-based identity, and executed through Kraken CLI in paper trading mode. The platform provides a dashboard that displays reasoning, risk validation, trade history, and trust metrics, allowing users to inspect how the agent behaves before trusting it with capital.