GitHub - 666ghj/MiroFish: A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

MiroFish is an open-source multi-agent AI prediction engine that builds high-fidelity parallel digital worlds from real-world seed data (news, policy drafts, financial signals). Thousands of agents with independent personalities, long-term memory, and behavioral logic interact and evolve within the simulation. Users can inject variables from a 'god view' to forecast outcomes. The system supports use cases from public opinion analysis and financial forecasting to literary narrative prediction (e.g., predicting the lost ending of Dream of the Red Chamber). It is powered by the OASIS simulation engine from CAMEL-AI, supports LLM APIs in OpenAI SDK format, uses Zep Cloud for memory, and can be deployed via source code or Docker.