High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic...

Fast CLI/Python queries to 20+ bioinformatics databases. Use for quick lookups: gene info, BLAST searches, AlphaFold...

This skill should be used at the start of any computationally intensive scientific task to detect and report...

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when...

Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL),...

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for...

Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos,...

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations,...

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations...

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert...

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance...

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should...

Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy,...

Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across...

Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis,...

Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by...

Access and analyze comprehensive drug information from the DrugBank database including drug properties,...

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows,...

Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual...

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to...

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks),...

Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with...

Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery...

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use...