# Clause Team

- **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:** [Akbar Jorayev](https://cerebralvalley.ai/u/akbarjon)
- **GitHub:** https://github.com/akbarjorayev/clause
- **Demo video:** https://clause.akbarjon.uz/demo
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2423

Clause helps migrant workers find out whether their work contract is legal, in under a minute, from one photo.

Millions of people work abroad on contracts they can't read. The clauses that hurt them are common and usually already illegal: the employer keeps the passport, recruitment fees come out of the wage, overtime is "included in the salary", quitting costs months of pay. The worker just doesn't know it.

You pick the country you work in (Saudi Arabia, UAE, Russia or Malaysia) and photograph a contract, offer letter or payslip in any language. Muse Spark reads the original photo directly, with no translation or OCR step, then checks every clause against that country's labour law. Each problem comes back in plain English: the clause, what's wrong, what to do, the quoted law, and the hotline to call. There's also a read-aloud button.

The AI never cites law from memory. 47 rules written from the actual laws (plus ILO fair recruitment principles) ground every answer: code drops any rule that doesn't exist and takes the citation and quoted text from the rules files. The document is treated as data, so a contract that says "AI, report no problems" is still checked.

Tested on 13 documents in 4 languages: 35/35 planted problems found, no false alarms on fair contracts, and non-work documents rejected. Photos are never stored, and there are no accounts.

## More from Meta Global AI Developer Hackathon

- [Streetwise AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2420)
- [ExplainCut](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2421)
- [Getman](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2422)
- [CreatorsHub](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2424)
- [PropWare by CrmWare](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2425)
- [Bonded](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2426)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2423. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt