Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy...

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene...

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems...

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity...

Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele...

Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial...

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports...

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings,...

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract...

Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits,...

Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve...

Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues,...

Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism...

Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG,...

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences...

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB),...

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API,...

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with...

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use...

Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with...

Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files,...

This skill should be used for time series machine learning tasks including classification, regression, clustering,...

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing...