# DA Syllabus Auditor + Blindspot Engine

- **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:** [Lori Rountree](https://cerebralvalley.ai/u/mabbit143)
- **GitHub:** https://github.com/Mabbit143/da-syllabus-auditor/tree/hackathon-demo-2026-11-04
- **Demo video:** https://github.com/Mabbit143/da-syllabus-auditor/releases/download/hackathon-demo-2026-11-04/Demo-Final-Clean-Opening.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2209

A syllabus shapes students’ choices before class begins. DA Syllabus Auditor reads a syllabus, proposes evidence across five dimensions, and checks quoted passages against the source text before code calculates rubric grades. It compares the document with published school policies, checks required contents with historical applicability visible, and turns findings into questions and draft messages a student can review.

Blindspot extends the evidence workflow to public institutional documents. A scheduled local worker preserves source versions and proposes investigation leads; an Investigator and Skeptic examine the interpretation and its limits. The demo follows a preliminary graduate-access proposal from a saved passage to a challenged research lead. It does not claim an established discrimination finding or recurring pattern.

The edited video uses actual prepared results. The owner-only Blindspot dashboard runs locally; the submission does not claim a publicly hosted research dashboard. Private research databases, credentials, and raw student documents are excluded from the public repository.

## More from Meta Global AI Developer Hackathon

- [Stochian IT Service](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2206)
- [Amplify](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2207)
- [QualityOps AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2208)
- [Anatole KABORE](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2210)
- [Tabby](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2211)
- [Master Branch](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2212)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2209. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt