https://github.com/nethermindeth/hummingboss
A hummingbot trading agent for fun and profit
https://github.com/nethermindeth/hummingboss
Last synced: 8 months ago
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A hummingbot trading agent for fun and profit
- Host: GitHub
- URL: https://github.com/nethermindeth/hummingboss
- Owner: NethermindEth
- License: mit
- Created: 2024-12-09T16:48:02.000Z (over 1 year ago)
- Default Branch: master
- Last Pushed: 2025-06-20T09:59:01.000Z (12 months ago)
- Last Synced: 2025-06-20T10:48:17.533Z (12 months ago)
- Language: Rust
- Size: 109 KB
- Stars: 4
- Watchers: 5
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# HummingBoss
A Rust-based LLM trading agent that optimizes Hummingbot parameters through continuous learning and adaptation.
## Core Concept
HummingBoss augments Hummingbot's trading capabilities by using an LLM to:
- Monitor trading performance
- Analyze market conditions
- Adjust parameters hourly
- Learn from historical decisions through persistent memory
## Technical Architecture
### Components
- Hummingbot Core: Trading execution
- LLM Agent: Parameter optimization
- Memory Store: Decision history
- Performance Analytics: Results tracking
### Data Flow
1. Execute trades with current parameters
2. Collect hourly metrics
3. LLM analyzes performance
4. Generate and apply new parameters
5. Store results and reasoning
## Development Roadmap
### Phase 1: Foundation
- [ ] Rust-based Hummingbot connector
- [ ] LLM parameter adjustment
- [ ] Performance tracking
### Phase 2: Intelligence
- [ ] Persistent memory
- [ ] Decision logging
- [ ] Analysis tools
### Phase 3: Scale
- [ ] Multi-market support
- [ ] Risk management
- [ ] Community integration
## Contributing
Seeking collaborators for:
- Rust implementation
- LLM prompt engineering
- Trading strategies
- Performance optimization
## Risks
- LLM decisions may be suboptimal
- Market volatility impact
- Test with small amounts only
- No profit guarantees
## License
MIT
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**Warning**: Experimental project. Trade at own risk.