AutoHedge

命令行工具

The-Swarm-Corporation/AutoHedge

自动化 AI 对冲基金,实现市场分析、风险管理与交易执行。

项目简介

AutoHedge 是基于人工智能的自主对冲基金平台,利用群体智能与专业智能体协作运行。其总监、量化、风控与执行智能体共同完成市场分析、策略验证、仓位管理及订单执行,目前支持 Solana 等交易场所。系统提供结构化 JSON 输出与企业级日志,便于审计及功能扩展。

README 预览

# AutoHedge\n\n[](https://discord.gg/VapjxpSyHC3) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_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 devel