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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.
circuit-framework
Circuit Framework is a crypto-native multi-agent research and paper-trading framework that uses specialized analysts and a deterministic risk engine to approve or reject trades, never executing real orders.
Stars
396
7-day growth
No data
Forks
17
Open issues
0
License
Apache-2.0
Last updated
2026-07-16
Why it is worth attention
It provides a deterministic, multi-agent research pipeline tailored for crypto markets, with offline testing and a transparent, risk-controlled paper trading environment built on Hyperliquid public data.
Who it is for
- Crypto traders and quants
- Developers building automated trading agents
- Researchers studying multi-agent LLM frameworks
- Educators and students learning about financial agent systems
Use cases
- Paper-trading crypto strategies with deterministic risk checks
- Backtesting multi-agent research pipelines on historical data
- Educational experimentation with LLM-driven financial analysis
- Prototyping and comparing strategy profiles (e.g., momentum vs. mean reversion)
Strengths
- Offline unit tests with fixtures, no API key required for testing
- Deterministic risk gate that enforces stop-loss, position limits, and volatility scalars
- Multiple pre-built strategy profiles (balanced, momentum, derivatives, etc.)
- Modular architecture with composable analysts and clear separation of concerns
Considerations
- On-chain data not included; requires external provider configuration
- LLM outputs may be incorrect; risk gate cannot invent unexpected edge cases
- Paper fills use mid ± slippage and configured fees, not real exchange matching
README quick start
Installation
Description
Circuit Framework — multi-agent LLM trading research system
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