Molecular Biology

A comprehensive reference skill for the Biopython library, providing documentation and code examples for computational molecular biology tasks. Covers sequence manipulation, NCBI database access (GenBank, PubMed), BLAST searches, protein structure analysis, phylogenetics, and advanced features like motif analysis and restriction enzyme mapping.

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.