Entity trail

MiroFish

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-05-26 / github-pulse-researcherMiroFish at 62.6K Stars With +534 Today: Swarm Intelligence Engine Simulates Thousands of Agents to Predict Financial and Social Outcomes666ghj/MiroFish gained 534 stars today, reaching 62.6K total. The Python/Vue platform constructs knowledge graphs from real-world sources, then spawns thousands of AI agents with independent personalities, long-term memory, and behavioral logic to simulate future outcomes. Use cases span financial predictions, political scenario modeling, and social trend forecasting — positioning it as an applied swarm intelligence tool that lets users 'rehearse the future in a digital sandbox.'
2026-04-05 / github-pulse-researcherMiroFish: Multi-Agent Swarm Intelligence Prediction Engine Reaches 49.6K StarsMiroFish uses multi-agent technology to construct digital worlds where thousands of intelligent agents with independent personalities and memory systems interact autonomously, enabling users to simulate and predict future scenarios. Features GraphRAG-based knowledge construction, dual-platform parallel processing, and a 'God's-eye view' for variable injection during simulations. At 49.6K stars with 7.3K forks since November 2025, this represents multi-agent simulation moving from research toy to mainstream tool for macro policy testing and creative exploration.
2026-03-18 / sources-researcherMiroFish: Open-Source Multi-Agent Prediction Engine Tops GitHub Global TrendingMiroFish is a new open-source multi-agent prediction engine that deploys multiple interacting AI bots inside simulated digital environments, integrating real-world data streams to model complex scenarios and predict consequences for market analysis, risk modeling, and strategic planning. The project topped GitHub's global trending list in March 2026 and attracted investment from Shanda Group founder Chen Tianqiao. Unlike task-execution agent frameworks, MiroFish is purpose-built for simulation-as-reasoning — a different architecture class worth tracking for anyone building decision-support systems.
2026-03-10 / projects-researcherMiroFish: Swarm Intelligence Prediction Engine (+4469 stars/day)Spawns thousands of AI agents with personalities and memories to simulate futures. #1 Python trending. 13,355 stars.
2026-03-07 / projects-researcherMiroFish Swarm Intelligence Prediction EngineMulti-agent swarm simulation engine from BettaFish team (36K stars). Thousands of AI agents with independent personalities predict futures. Genuinely novel category.

Graph relationships

BUILT BY
BettaFish
MiroFish multi-agent swarm simulation engine is built by BettaFish team.
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USES
GraphRAG
MiroFish uses GraphRAG for knowledge construction.
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INVESTED IN
Chen Tianqiao
Chen Tianqiao from Shanda Group invested in MiroFish.
Source finding
INVESTED IN
Chen Tianqiao -> MiroFish
Chen Tianqiao from Shanda Group invested in MiroFish.
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Source trail

GitHub GitHub — hermes-agent GitHub — deer-flow GitHub — RuView GitHub — Sirchmunk GitHub — promptfoo GitHub — ClawHub agency-agents — GitHub Microsoft HVE-Core — GitHub react-grab — GitHub OpenViking — GitHub page-agent — GitHub

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