Access comprehensive genome-wide association study data from the NHGRI-EBI GWAS Catalog. Search variants by rs ID, trait, or gene to retrieve p-values, effect sizes, and summary statistics for genetic research.

Process and analyze genomic interval data for bioinformatics research. Gtars provides high-performance tools for overlap detection, coverage analysis, and ML tokenization of genomic sequences.

gget provides unified access to 20+ genomic databases through a simple CLI or Python interface. Query gene information, retrieve sequences, perform BLAST searches, and run enrichment analysis without managing multiple API connections.

Scientific computing tasks need hardware information to select optimal computational strategies. This skill automatically detects CPU cores, GPU availability, memory, and disk space, then generates recommendations for parallel processing and GPU acceleration.

GeoPandas extends pandas for geospatial operations. It enables reading shapefiles, GeoJSON, and PostGIS data. Perform spatial joins, buffer analysis, coordinate transformations, and create choropleth maps with matplotlib integration.

Researchers need efficient access to gene expression datasets for analysis. This skill enables querying, downloading, and analyzing data from NCBI's GEO database containing millions of genomics samples.

Geniml transforms BED files into machine learning embeddings for genomic region analysis. Train models to find patterns in chromatin accessibility, build consensus peak sets, and analyze single-cell ATAC-seq data.

Create high-quality images for presentations, documents, and publications using AI models. Generate original artwork or edit existing images with simple text prompts. Access FLUX and Gemini models through OpenRouter API.

Access comprehensive gene data from NCBI including sequences, annotations, and functional information. Search by gene symbol, ID, or biological context to retrieve RefSeqs, Gene Ontology, chromosomal locations, and phenotypes for bioinformatics research.

FluidSim brings high-performance computational fluid dynamics to Python. Run Navier-Stokes simulations, analyze turbulence, and visualize results with simple Python commands. No complex Fortran or C++ setup required.

Flow cytometry data requires specialized file handling. FlowIO parses FCS files, extracts event data as NumPy arrays, and enables conversion to CSV formats for downstream analysis pipelines.

Access comprehensive FDA regulatory data including drug adverse events, medical device recalls, and safety information through the official openFDA API. Build pharmacovigilance and regulatory research workflows with Python.

Scientific data files come in hundreds of formats. This skill automatically detects file type, extracts metadata, assesses data quality, and generates comprehensive markdown reports with format-specific analysis recommendations.

ETE toolkit streamlines phylogenetic analysis for evolutionary biology research. Process tree data, detect evolutionary events, and create publication-ready visualizations.

Protein engineering requires analyzing and designing novel protein sequences. ESM provides state-of-the-art protein language models for generating sequences, predicting structures, and creating embeddings for downstream analysis. Use ESM3 for generative tasks across sequence, structure, and function, or ESM C for efficient representation learning.

Query the Ensembl genome database REST API for vertebrate genomic data. Look up genes, retrieve sequences, analyze variants with VEP, and perform comparative genomics across 250+ species.

Researchers need efficient access to genomic data for analysis. This skill provides programmatic access to ENA through REST APIs and FTP for retrieving DNA/RNA sequences, FASTQ files, and genome assemblies by accession number.

DrugBank is a comprehensive bioinformatics database containing detailed drug information. This skill enables programmatic access to drug properties, interactions, targets, pathways, and chemical structures for pharmacology research and drug discovery.

This skill provides a complete toolkit for Word document operations. Create new documents from scratch with JavaScript, edit existing documents with Python, and manage tracked changes and comments with proper OOXML compliance.

DNAnexus provides cloud-based genomics analysis but requires platform-specific knowledge. This skill offers complete documentation for building apps, managing data, and running bioinformatics workflows.