# ZMAN

- **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:** [Zihad Patwary](https://cerebralvalley.ai/u/Zman)
- **GitHub:** https://github.com/zihadpcode/clauseguard
- **Demo video:** https://github.com/zihadpcode/clauseguard/blob/main/docs/demo.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4532

ClauseGuard prechecks a subcontractor's personal fall arrest plan against six OSHA requirements (29 CFR 1926.502 and 1926.503) before it goes to the general contractor. Fall protection has been OSHA's most cited standard for fifteen years running, and many of those problems are visible on paper before anyone climbs.

The coordinator pastes or uploads the plan. Muse Spark reads it and gives each check one of four statuses: potential conflict, evidence found, needs information, or not located. It must quote the exact plan sentence it relied on. The app shows the regulation beside each quote from a pinned, hashed copy, so the model never writes regulation. It checks that every quote really occurs in the plan and that all six checks came back, and it never shows a review as clean while anything is unresolved. The coordinator fixes the plan, reruns, and watches "inspected monthly" flip from conflict to evidence.

It finds questions for a reviewer. It does not certify compliance.

## More from Meta Global AI Developer Hackathon

- [Metantel](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4529)
- [Team Spotter](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4530)
- [Drewls](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4531)
- [Asmin Jismun](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4533)
- [Auditor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4534)
- [PlanRuntime](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4535)

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