Oracle3

Oracle3 is an autonomous on-chain trading agent for prediction markets on Solana, Polymarket, and Kalshi. It combines LLM reasoning, quantitative signals, and atomic on-chain execution into a single autonomous system — no human in the loop.

Highlights

• 8 on-chain agent capabilities — arbitrage, risk management, MEV protection, reputation, flash loans, and more
• AI + Quant hybrid — LLM agent strategies via OpenAI Agents SDK alongside adaptive quantitative strategies
• Multi-exchange — Solana/DFlow, Polymarket (CLOB API), Kalshi (REST API)
• Cross-platform arbitrage — detect and trade price discrepancies across exchanges
• Live trading dashboard — real-time web UI with equity curve, feature cards, and execution pipeline
• Dual-layer risk — local limits + Solana simulateTransaction pre-flight validation
• On-chain audit trail — every trade logged to Solana via Memo program

Quick Start

git clone https://github.com/YichengYang-Ethan/oracle3.git
cd oracle3
poetry install

# Browse markets
oracle3 market list --exchange solana --limit 10

# Paper trading with live dashboard
oracle3 dashboard --exchange solana \
  --strategy-ref oracle3.strategy.contrib.adaptive_onchain_strategy:AdaptiveOnChainStrategy \
  --initial-capital 10000

Open http://localhost:3000/live for the live dashboard.

Next Steps

• Quick Start Guide — installation and first commands
• CLI Monitoring — monitor your trading sessions
• Architecture — system design and module reference