# AuraMatrix AI

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Mustafa YARDIM](https://cerebralvalley.ai/u/darksignal_ai)
- **GitHub:** https://github.com/Mavi-lab533/auramatrix-ai
- **Demo video:** https://youtu.be/1_Z9DuH8JPw
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1545

AuraMatrix AI is an educational crypto risk tool that protects retail investors from hype. Many retail investors buy coins after a viral "pump" post and lose money to FOMO, token unlocks and hidden supply inflation. Most tools give one number or one opinion and hide what they do not know.

AuraMatrix shows what is measured, what is assumed and what is missing:
- Live CoinGecko data and real risk statistics: volatility, Sharpe, max drawdown, Monte Carlo VaR/CVaR (10,000 simulations), tail thickness.
- A transparent 0-100 Aura-Score built from 9 explicit rules. Missing data is never treated as safe: every component that cannot be evaluated costs a -5 uncertainty penalty.
- Meta Muse Spark agents debate the asset (thesis, antithesis, Hegelian synthesis), and a Devil's Advocate agent tries to refute the score and argues with the user.
- A What-if agent that uses tool calling to re-run the real scoring code ("what if volume drops to 1M USD?") instead of guessing.
- A screenshot reader: upload a pump post, Muse Spark vision extracts the coin, the promises and the pressure tactics.
- Stress tests, a risk radar, a 1/3/5/10-year inflation projection, CSV audit export, and a full English/Turkish interface.
- 16 automated tests for the scoring rules, written with Meta Muse Code.

We also back-tested the score honestly on 30 coins over one year: within each day it ranks coins in the right direction (+0.30), but plain volatility does better (+0.43). We publish this result instead of hiding it. AuraMatrix is not investment advice; its value is transparency.

Live demo: https://auramatrix-ai.streamlit.app
Demo video: https://youtu.be/1_Z9DuH8JPw

## More from Meta Global AI Developer Hackathon

- [Fluixi AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1542)
- [Mechanica](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1543)
- [saket kunwar](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1544)
- [Coco_vSp](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1546)
- [Nudge AI (Formerly DevX)](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1547)
- [Hemakhi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1548)

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