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// 1h agoRESEARCH PAPER
ClinGeX brings 105 skills to genomics
ClinGeX is an LLM agent that retrieves and orchestrates 105 expert-curated executable skills for clinical genomic analysis. On 223 held-out cases, it achieved 71.7% task-level concordance versus 45.7% for the strongest comparator, while a clinician study reported higher accuracy and faster analyses. [ArXiv paper](https://arxiv.org/abs/2610.40556)
// ANALYSIS
ClinGeX’s key contribution is architectural: it turns specialized genomic knowledge into retrievable, dependency-aware workflows instead of relying on a general chatbot’s memory.
- –Its library spans 27 guideline, 40 search, and 38 analysis skills, with progressive disclosure to limit irrelevant context.
- –The 71.7% concordance result is promising, especially against general-purpose and biomedical-agent baselines.
- –In a 45-professional study, ClinGeX assistance improved results across variant analysis, rare disease, and oncology scenarios.
- –Median criterion-level variant-analysis time fell from 60 minutes to 15 minutes with ClinGeX assistance.
- –The evidence remains preclinical: concordance is not patient-outcome validation, and the paper is a preprint covering only three clinical scenarios.
// TAGS
clingexllmagenttool-useragbenchmarkresearch
DISCOVERED
1h ago
2026-11-01
PUBLISHED
1h ago
2026-11-01
RELEVANCE
9/ 10
AUTHOR
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