666ghj-mirofish

name	666ghj--mirofish
description	MiroFish — Swarm Intelligence Engine: upload seed data → simulate thousands of agents → predict future trajectories. GraphRAG + multi-agent simulation + interactive chat.
allowed-tools	Bash, Read, Write
user-invocable	true

MiroFish: prediction engine dùng multi-agent swarm — build digital simulation từ seed data, run thousands of agents interact và evolve, dự đoán future trajectories.

Use Cases

• Policy simulation trước khi triển khai thực tế
• Public opinion simulation
• Financial/political prediction
• Literary/narrative analysis (e.g., alternate storyline endings)
• Scenario testing cho hypothetical decisions

5-Stage Pipeline

Stage 1 — Graph Building
  Ingest seed data (reports, news, stories)
  Build GraphRAG structures + memory injection

Stage 2 — Environment Setup
  Extract entity relationships
  Generate agent personas
  Configure interaction rules

Stage 3 — Simulation
  Run parallel dual-platform simulations
  Dynamic temporal memory updates
  Thousands of agents interact + evolve

Stage 4 — Report Generation
  ReportAgent với specialized toolsets
  Post-simulation analysis + insights

Stage 5 — Deep Interaction
  Chat với simulated agents
  Chat với ReportAgent về findings

Stack

Frontend: Node.js 18+ (localhost:3000)
Backend:  Python 3.11-3.12 (localhost:5001)
LLM:      Alibaba Qwen (recommended) hoặc bất kỳ OpenAI-compatible
Memory:   Zep Cloud
Deploy:   source code hoặc Docker

Quick Start

git clone https://github.com/666ghj/MiroFish
cd MiroFish
# Setup .env với LLM API key
docker-compose up
# Frontend: localhost:3000
# Upload seed data → describe prediction → get report

Khi nào dùng

• Cần test policy/strategy trước khi commit
• Muốn simulate public reaction cho một quyết định
• Research: agent emergent behavior từ simple rules
• Creative: explore alternate narrative outcomes

Source

https://github.com/666ghj/MiroFish · MIT · +493⭐/day