MiroShark
github.com/aaronjmars/miroshark- Category
- AI Agents
- Pricing
- Open Source
- Type
- APP
- Builder
- @aaronjmars
- GitHub
- 1.4k stars
- Added
- Mar 31, 2026
About
Multi-agent simulation engine that generates hundreds of AI agents with unique personalities to simulate public reaction on social media platforms like Twitter, Reddit, and Polymarket. Upload any document and watch realistic opinion dynamics unfold hour by hour.
Why it made the leaderboard
MiroShark represents a genuinely novel approach to multi-agent simulation with cross-platform deployment across Twitter, Reddit, and Polymarket. The combination of document-driven persona generation, belief tracking, and swarm intelligence creates realistic social dynamics at scale - something fundamentally different from the typical single-agent tools. The technical sophistication and practical application for understanding public sentiment make this a standout addition.
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