Run computational analysis using the repository's registered datasets, conventions, and validation requirements. Use for clustering, PCA/UMAP, differential expression, survival or time-series models, statistical tests, sensitivity analysis, continuing prior analyses, or debugging unexpected analytical results. Do not use for merely previewing data, ingesting files, writing reports, brainstorming, repository setup, or unrelated code fixes.
