[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-72435":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":38,"readmeContent":39,"aiSummary":40,"trendingCount":16,"starSnapshotCount":16,"syncStatus":15,"lastSyncTime":41,"discoverSource":42},72435,"AutoHedge","The-Swarm-Corporation\u002FAutoHedge","The-Swarm-Corporation","Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.","https:\u002F\u002Fswarms.xyz\u002F",null,"Python",3277,541,29,2,0,87,360,677,261,30.2,"MIT License",false,"main",true,[27,28,29,30,31,32,33,34,35,36,37],"ai","blackrock","finance","goldmansachs","hedgefund","jpmorgan","ml","quant","quantitative-finance","quantitative-trading","trading","2026-06-12 02:03:03","# AutoHedge\n\n[![Join our Discord](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-Join%20our%20server-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https:\u002F\u002Fdiscord.gg\u002FVapjxpSyHC3) [![Subscribe on YouTube](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FYouTube-Subscribe-red?style=for-the-badge&logo=youtube&logoColor=white)](https:\u002F\u002Fwww.youtube.com\u002F@kyegomez3242) [![Connect on LinkedIn](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLinkedIn-Connect-blue?style=for-the-badge&logo=linkedin&logoColor=white)](https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fkye-g-38759a207\u002F) [![Follow on X.com](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FX.com-Follow-1DA1F2?style=for-the-badge&logo=x&logoColor=white)](https:\u002F\u002Fx.com\u002Fswarms_corp)\n\n\nAutoHedge is an enterprise-grade autonomous agent hedge fund that trades on your behalf. It combines swarm intelligence and specialized AI agents to perform end-to-end market analysis, risk management, and execution with minimal human intervention.\n\n**Current support:** Full autonomous trading on Solana. **Coming soon:** Coinbase and additional exchanges.\n\n---\n\n## Overview\n\nAutoHedge is built to be the world's most powerful autonomous agent hedge fund. It runs continuous analysis, generates and validates trading theses, sizes risk, and executes orders across supported venues. The system is designed for institutional reliability: structured outputs, comprehensive logging, and a risk-first architecture that scales from single strategies to multi-venue, multi-asset deployment.\n\n---\n\n## Features\n\n- **Multi-Agent Architecture**: Specialized agents for each stage of the trading pipeline\n  - Director Agent: strategy and thesis generation\n  - Quant Agent: technical and statistical analysis\n  - Risk Management Agent: position sizing and risk assessment\n  - Execution Agent: order generation and execution\n\n- **Real-Time Market Analysis**: Integration with live market data for analysis and execution\n- **Risk-First Design**: Built-in risk management and position sizing before any execution\n- **Structured Output**: JSON-formatted recommendations and analysis for downstream systems\n- **Enterprise Logging**: Detailed, configurable logging for audit and debugging\n- **Extensible Framework**: Modular design for custom strategies and new venues\n\n---\n\n## Supported Venues\n\n| Venue      | Status        | Notes                    |\n|-----------|----------------|--------------------------|\n| Solana    | Supported      | Full autonomous trading  |\n| Coinbase  | Coming soon    | In development           |\n| Other CEX | Roadmap        | Planned expansion        |\n\n---\n\n## Quick Start\n\n### Installation\n\n```bash\npip install -U autohedge\n```\n\n### Environment Variables\n\n```bash\n# Jupiter API (token price & search tools)\n# Get a key at https:\u002F\u002Fportal.jup.ag\nJUPITER_API_KEY=\n\n# OpenAI (experimental agents)\nOPENAI_API_KEY=\nANTHROPIC_API_KEY=\nWORKSPACE_DIR=\"agent_workspace\"\n\n# Trading\nWALLET_PRIVATE_KEY=\"\"\n```\n\nSee `.env.example` for a full reference.\n\n### Basic Usage\n\n```python\nautohedge \n```\n\n---\n\n## Architecture\n\nAutoHedge uses a multi-agent pipeline where each agent has a defined responsibility:\n\n```mermaid\ngraph TD\n    A[Director Agent] --> B[Quant Agent]\n    B --> C[Risk Manager]\n    C --> D[Execution Agent]\n    D --> E[Trade Output]\n```\n\n---\n\n## Contributing\n\nContributions are welcome. See [Contributing Guidelines](CONTRIBUTING.md) for details.\n\n1. Fork the repository\n2. Create a feature branch (`git checkout -b feature\u002FAmazingFeature`)\n3. Commit changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the branch (`git push origin feature\u002FAmazingFeature`)\n5. Open a Pull Request\n\n---\n\n## License\n\nMIT License. See [LICENSE](LICENSE) for details.\n\n---\n\n## Acknowledgments\n\n- [Swarms](https:\u002F\u002Fswarms.ai) for the AI agent framework\n\n---\n\n## Support\n\n- Issue Tracker: [GitHub Issues](https:\u002F\u002Fgithub.com\u002FThe-Swarm-Corporation\u002FAutoHedge\u002Fissues)\n- Community: [Discord](https:\u002F\u002Fswarms.ai)\n\n---\n\nAutoHedge by [The Swarm Corporation](https:\u002F\u002Fgithub.com\u002FThe-Swarm-Corporation)\n","AutoHedge 是一个用于构建自主对冲基金的项目，它利用群体智能和AI代理来自动化市场分析、风险管理及交易执行。其核心功能包括多代理架构（每个交易环节都有专门的代理负责）、实时市场数据分析、以风险控制为优先的设计理念以及结构化的输出结果，确保了从策略生成到订单执行整个流程的高度自动化与可靠性。该项目特别适用于金融机构或个人投资者希望减少人为干预、提高交易效率和风险管理能力的场景。基于Python开发，并采用MIT许可协议，社区活跃度高，目前支持Solana平台上的全自动交易，未来计划扩展至Coinbase等更多交易所。","2026-06-11 03:42:03","high_star"]