MiroShark - Swarm Intelligence Engine

MiroShark is a multi-agent simulation engine: upload any document (press release, policy draft, financial report), and it generates hundreds of AI agents with unique personalities that simulate public reaction on social media — posts, arguments, opinion shifts — hour by hour. Runs on Neo4j for the knowledge graph and any OpenAI-compatible API for inference. Use local Ollama (no cloud needed) or any cloud provider.