mirofish-offline-simulation

Skill by ara.so — Daily 2026 Skills collection. MiroFish-Offline is a fully local multi-agent swarm intelligence engine. Feed it 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. No cloud APIs required: Neo4j CE 5.15 handles graph memory, Ollama serves the LLMs. Backend : Flask + Python 3.11 Frontend : Vue 3 + Node 18 Graph DB : Neo4j CE 5.15 (bolt protocol) LLM : Ollama (OpenAI-compatible /v1 endpoint) Embeddings : nomic-embed-text (768-dimensional, via Ollama) Search : Hybrid — 0.7 × vector similarity + 0.3 × BM25 Open . 1. Neo4j 2. Ollama 3.