What if you could rehearse a crisis before it happens, pressure-test a campaign before you spend, or map the second-order reactions to a pricing change — all by asking a question in plain language?

That's MiroFish .

The Problem: Why ChatGPT Isn't Enough

Ask ChatGPT for a prediction, and it collapses competing audience reactions into one confident answer. But real-world outcomes depend on people reacting to people — shifting incentives, emergent narratives, and resistance clusters that a single summary paragraph can't capture.

So I built something different.

Architecture: Multi-Agent Simulation in a Chat Interface

MiroFish runs a 5-stage pipeline behind a single chat conversation:

User Question → Knowledge Graph → Agent Simulation → Report → Follow-up Queries

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Stage What Happens

1. Seed Plain-language question + optional file uploads (PDF, Markdown) for grounding

2.…