Data & Analytics

Builds and validates research-only CDS artifacts—GRADE evidence profiles, aggregate cohort tables, survival plans, model/biomarker evaluations, and de-identification checklists—with a hard no-patient-care boundary.

Picks the governing framework (ICH Q2(R2)/M10, USP, CLSI, ISO 17025), then plans the validation study, runs the correct statistics, and structures the protocol and report.

Runs a French statutory-audit program (NEP, 7 phases) over annual accounts and issues a structured audit opinion report.

Acts as a French DGFIP tax inspector, auditing a company's books across 9 axes and issuing a reassessment report with legal grounds and penalty estimates.

Turns Claude Code transcript tokens into a manager-readable cost report (HTML/PDF/CSV/JSON) showing cost per completed outcome and what mistakes cost.

Guides Claude to infer transcription factor–target gene networks from expression data using arboreto's GRNBoost2 and GENIE3.

An end-to-end guide for bulk RNA-seq differential expression with PyDESeq2 — formulaic designs, Wald tests, FDR correction, LFC shrinkage, and plots.

Runs DiffDock/DiffDock-L to predict protein–small-molecule binding poses and interprets the confidence scores.

Extract, validate and post-process velocity fields from PIV image pairs, including vorticity, strain rate and turbulence statistics.

A skill that drives Rowan's cloud chemistry API to run pKa prediction, docking, conformer/tautomer searches, and protein–ligand cofolding from code.

Scans protein sequences for N-/O-glycosylation sites and guides glycan engineering strategies for antibodies and vaccine antigens.

A Claude skill for querying the 1000 Genomes Project cohort (3,202 whole genomes, GRCh38) at the level of individual participants and variants.

Combines lab-animal welfare readouts into a single RELSA severity score and forecasts humane endpoints with ARIMA plus KDE-derived severity zones.

A research-grade skill for building and auditing reproducible ECG/EDA/RSP pipelines with NeuroKit2 0.2.13.

Guides Claude to query and analyze the 200M+ cell CZ CELLxGENE Census of public single-cell and spatial transcriptomics data without downloading full datasets.

Runs bounded one-hop and endpoint-pinned two-hop TRAPI queries against the NCATS Translator ARAX API and returns typed, provenance-rich biomedical relationships.

Guides Claude through LaminDB artifact registration, querying, validation, ontology annotation, and lineage tracking.

Guides Claude through a full scVelo RNA velocity pipeline — cell state transitions, latent time, and driver genes from spliced/unspliced scRNA-seq counts.

A skill that guides you through defining single-, multi-, and many-objective problems in pymoo, computing Pareto fronts, and picking a final solution.

Simulate and audit closed and open quantum systems with QuTiP 5.3, making units, dimensions, and numerical convergence explicit.