HKUDS/Vibe-Trading
Vibe-Trading is an AI-powered personal trading agent designed to assist with algorithmic trading, backtesting, and quantitative finance, leveraging large language models and multi-agent systems.
Awesome MCP › Finance & Trading
xbtlin/ai-berkshire
AI Berkshire is an advanced investment research framework designed to revolutionize the way value investing is approached in the era of artificial intelligence. It integrates the robust capabilities of large language models such as Claude Code and Codex to mimic and apply the investment philosophies of renowned value investors, including Warren Buffett, Charlie Munger, Duan Yongping, and Li Lu. The system orchestrates multiple AI agents that conduct parallel research, enabling a comprehensive and multi-faceted analysis of investment opportunities. Unlike traditional AI interactions that might yield generic 'on the one hand, on the other hand' analyses, AI Berkshire is engineered to provide actionable conclusions, including explicit 'pass/fail/gray area' recommendations with specific price ranges. A core innovation is its adversarial analysis mechanism, wherein different AI agents, each embodying a master investor's perspective, confront and challenge each other's findings. This process generates realistic conflicts and deeper insights, mitigating confirmation bias and providing a more robust decision-making basis. The framework is also built with strong anti-scam mechanisms, including rigorous data validation, Monte Carlo simulations for failure scenarios, and a 'quick veto' checklist for immediate rejection based on critical red flags. It further emphasizes financial data accuracy by using precise decimal calculations and cross-validation from independent sources, ensuring reliability. The entire research workflow is designed for reproducibility, guaranteeing consistent output structure and depth for comparative analysis over time or across different companies, making it an invaluable tool for professional investment research.
https://github.com/xbtlin/ai-berkshire
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