Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA),...
Development
Code generation, debugging, testing, and development workflows
Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide...
Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR...
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with...
This skill should be used when converting academic papers into promotional and presentation formats including...
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data,...
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when...
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing...
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy...
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management...
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to...
Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically...
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties,...
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve...
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations...
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance...
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,...
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual...
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele...
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports...
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings,...
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,...