# Sora

- **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:** [Hoa Chau Phuoc](https://cerebralvalley.ai/u/hoachauphuoc)
- **GitHub:** https://github.com/hoachauphuoc/MetaAIHackathon
- **Demo video:** https://youtu.be/n30I40GJSMQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/769

Role Assistant Foundry gives every role in a small company (about ten people) its own AI assistant that works inside the company's rules.

The problem: owners want AI but fear leaked client data and AI deciding money or approvals on its own; employees fear AI the company can watch. So work gets pasted into outside chatbots.

How it works: the model drafts, code checks, a person approves.
- Draft: the owner answers 10 questions. Muse Wonder designs the org chart, and Muse Spark writes each role's assistant and the handoff form passed between teams.
- Check: code rejects a chart with cycles, orphans or more people than the company has, and a form with any field about a person. Prices and margins are computed by code, the thresholds are the owner's, never the model's, and a handoff priced below cost stays blocked whatever its note says. A subsidiary can tighten its group's rules, never loosen them.
- Approve: each step is approved on that role's own invite link, and the server signs a receipt for every approval.

Privacy by design: chat stays in the employee's browser; emails, phone numbers, card numbers, keys and listed client names are masked in the browser before a chat message or a handoff's notes reach a model; nothing about how a person works is stored. Finance runs in Private mode on open-weights Muse Glimmer 30B and never switches model on its own.

Measured on small author-written sets: rule questions answered 9 of 10 with the role playbook and company rules in the prompt vs 2 of 10 with a plain role prompt; 10 of 10 contradictions the rules cannot see flagged, with 1 false alarm in 10 clean packages; the live link walked end to end with Finance answered by Glimmer (endpoint awake). 790 Python test cases and 39 JS tests pass without calling a model.

Try it (no sign-up, sample data, 24-hour sandbox): https://role-assistants-662084666675.us-central1.run.app
Video: https://youtu.be/n30I40GJSMQ
Code: https://github.com/hoachauphuoc/MetaAIHackathon

## More from Meta Global AI Developer Hackathon

- [SabiLedger](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/766)
- [Good things for life](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/767)
- [Muse Mosaic](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/768)
- [qamran shahzad](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/770)
- [BINOD GHARTI MAGAR](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/771)
- [Solaris Lunaris](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/772)

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