# Jonathan_Stokes

- **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:** [Jonathan Stokes](https://cerebralvalley.ai/u/old)
- **GitHub:** https://github.com/sophist0/hackathon_q4_2026
- **Demo video:** https://github.com/sophist0/hackathon_q4_2026/blob/main/demo_video/demo_video.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1246

Using Muse Code I created a classifier for prompt command set pairs. With the goal of using it to filter out pairs which cannot be verified in a system sandbox. For instance given a Ubuntu sandbox it filters out prompts and command sets about installing Ubuntu on a Windows machine.

## More from Meta Global AI Developer Hackathon

- [PhysicalMCP](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1243)
- [Atelier Busco](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1244)
- [ReturnWitness](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1245)
- [ProofForge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1247)
- [Team M.E.G.A](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1248)
- [DataSec Chronicles](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1249)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1246. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt