
open-source framework for benchmarking, deploying, and monitoring AI prediction market agents across Omen, Manifold, and Polymarket.
Gnosis Agent Tooling (prediction-market-agent-tooling) is an open-source Python framework by Gnosis for benchmarking, deploying, and monitoring AI prediction market agents. Includes Benchmarker class to compare agent predictions vs. 'wisdom of the crowd.' Works with Presagio/Omen, Manifold, and Polymarket. Companion repo prediction-market-agent provides agent implementations across AI frameworks. Part of Gnosis's push to power AI agents in information finance.
Agent benchmarking vs wisdom of crowds
GCP deployment support
Gnosis Safe integration
Streamlit dashboard
Clean market abstractions
This dossier for Gnosis Agent Tooling has some gaps. If you have knowledge about any of the following areas, consider contributing.

Institutional-grade liquidity network

Purpose-built L1 for trading

High-performance on-chain orderbook

Unified API for prediction markets, CCXT-style