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hermes-agent
Hermes Agent is an open-source, self-improving AI agent with a built-in learning loop that creates skills from experience, runs across platforms, and supports any LLM provider.
Why it is worth attention
It is a production-grade bot with comprehensive risk management, dry-run safety, backtesting, and a well-documented CLI, addressing a specific prediction market strategy with professional tooling.
Who it is for
- Polymarket power traders
- Quantitative traders exploring prediction markets
- DeFi enthusiasts interested in automated strategies
- Developers building prediction market automation tools
Use cases
- Automatically scan and buy tail-end opportunities on Polymarket
- Backtest strategy parameters using proxy market data
- Monitor open positions and simulated trades via CLI
- Configure risk limits and receive Telegram alerts on trades
Strengths
- Comprehensive risk management with dry-run default, position sizing, daily loss caps, and cooldowns
- Professional CLI with commands for scanning, running, backtesting, and health checks
- Detailed documentation of strategy parameters and configuration via YAML and environment variables
- Built-in SQLite audit trail and structured logging for full trade history
Considerations
- Strategy carries asymmetric tail risk where a single loss can wipe many small wins
- Live trading requires funding a wallet with real funds and exposing a private key
- Backtesting module uses current market proxy data, not historical order book archives
- Exclusively designed for Polymarket; not portable to other prediction markets
README quick start
Installation
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