# Sharab A

- **Event:** [Built with Claude: Life Sciences](https://cerebralvalley.ai/e/built-with-claude-life-sciences)
- **When:** Jul 7 at 12:00 PM – Jul 14 at 12:00 AM (EDT)
- **Where:** Online
- **Team:** [Sharab Ahmad](https://cerebralvalley.ai/u/Moenv)
- **GitHub:** https://github.com/Moe1117/verdict
- **Demo video:** https://youtu.be/HQW0DZOr84U
- **Gallery:** https://cerebralvalley.ai/e/built-with-claude-life-sciences/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/built-with-claude-life-sciences/hackathon/gallery/58

Journals now require that Methods declare RRIDs for antibodies, authentication for cell lines, and animal-rigor reporting. Methods Verifier is the pre-submission check: paste your Methods + Key-Resources and get a per-resource verdict — PASS / FAIL / NEEDS-VERIFICATION — each cited to a public record. Claude does the two jobs a lookup can't. It extracts a typed resource inventory out of messy, hyphen-stripped prose, and it reasons about whether each antibody was validated with a genetic knockout control — the specificity gold standard. Deterministic gates then issue every identity verdict against ground truth a model cannot fabricate: cell lines against the ICLAC register, antibodies against the Antibody Registry, software against SciCrunch RRIDs. A missing datum → it abstains, cited. Every finding is tagged registry (deterministic) or model judgment (Claude), so the two are never blurred. Why it must exist: over the entire 594-line ICLAC register, a frontier model names a contaminated line from memory only 18% of the time — confidently wrong on 230. Give it the register and extraction catches 92%; on 47 real open-access papers, 89% with 0 false alarms on 14 clean controls, every FAIL cited to an ICLAC ID + CVCL.

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Markdown version of https://cerebralvalley.ai/e/built-with-claude-life-sciences/hackathon/gallery/58. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt