MiroFish — Swarm Intelligence Project Summary Main Project: github.com/666ghj/MiroFish (Original) - One-line Summary: "A concise and universal swarm intelligence engine predicts everything" - GitHub Stars: 53,000+ (Ranked #1 Global Trending after launch in March 2026) - Developer: Guo Hangjiang (20-year-old Chinese student), completed via VibeCoding in just 10 days - Investment: Secured 30 million yuan (approx. $4.1M) within 24 hours of launch (Supported by Shanda Group) How It Works 1. Seed Input: Provides original documents such as news articles, financial reports, policy drafts, and novels 2. Knowledge Graph Construction: Automatically generates a digital world by extracting entities and relationships 3. Agent Simulation: Thousands to one million independent AI agents (unique personalities, long-term memory, behavioral logic) freely interact and socially evolve 4. Derivation of Predictions: Infers future developments by dynamically injecting variables from a "God's perspective" Technology Base OASIS (Open Agent Social Interaction Simulations) — Scales up to 1 million agents Possible, 23 social actions (Follow, Comment, Repost, Like, Mute, etc.) Referenced/Dependent Repositories (Technical Lineage) Layer: Conceptual Ancestor Repository: joonspk-research/generative_agents (Stanford Smallville) Role: ChatGPT-based 25-agent town simulation by 2023 — Starting point of the concept ───────────────────────────────────────── Layer: Core Engine Repository: camel-ai/oasis Role: Real-world simulation engine (Up to 1 million agents, 23 social actions). MiroFish is a product layer built on top of OASIS ──────────────────────────────────────── Layer: Memory Repo: Zep Cloud Role: Agent Long-term Memory ──────────────────────────────────────── Layer: Knowledge Graph Repo: GraphRAG Role: Seed Document → Extract Entities/Relationships ─────────────────────────────────────── Layer: Stack Repo: Vue Frontend + Python/FastAPI Backend Role: Productization Layer Related Fork/Derivative Projects 1. github.com/ByeongkiJeong/MiroF... / Unofficial Korean Version 2. github.com/nikmcfly/MiroFish-O... / Offline Run Version (Neo4j + Ollama Local Stack) 3. github.com/ChinmayShringi/Micr... / English Translation Fork 4. github.com/parety/Miro-Fish / Community Fork Post-Viral Star Growth: 18K (Early March) → 28K → 33K+ → Partially tallied 53K, Fork 1,900+ Version: Agent cap expanded from 700,000 to 1,000,000 in v0.1.2 Insight Cases: - Developer connected to Polymarket bot, simulated 2,847 people before trading → 338 trades reported $4,266 profit - Input all 80 chapters of *Dream of the Red Chamber* → Demo predicting the lost ending (based on character dynamics) - Corporate Applications: Public opinion crisis simulation, prediction of market reaction to supply chain shocks Limitations: Unable to predict ultra-short-term (15 minutes or less) financial microstructures or order flows — Specialized in "shaping public opinion" Organization: Guo Hangzhang went from Intern to CEO, incubated by Shanda Group (Chen Tianqiao) ───── Salon de l'IA (AI Salon): We will always strive to deliver helpful information and diverse insights! 🙏 #AI #Mirofish #SwarmIntelligence #GuoHangJiang