Use this skill when the user asks you to work with protein structures, molecular visualization, or structural biology tools. Trigger for PyMOL, ChimeraX, AlphaFold, Rosetta/PyRosetta, UniProt, RCSB PDB, PDBe, PDB/mmCIF files, molecular rendering, pLDDT, PAE, RMSD, structure alignment, binding pockets, interfaces…
Multi-step bioinformatics analysis workflow using BioMCP — data type detection, tool recommendation, cross-database validation, and honest insight generation. Use when the user provides raw bio data (gene list, sequence, variant, compound, IDs) and wants analysis or insights.
Match raw bioinformatics data to the right databases and tools. For each data type gives a ranked list of suitable databases, expected outputs and insights, with two paths — let the intelligentanalyze agent decide, or call the specific tools directly yourself. Use whenever the user asks "what can I do with this data".
How to query the 36 BioMCP databases effectively — tool selection per data type, NCBI rate limits, honest verification. Use whenever a task involves literature search, sequences, structures, enrichment, interactions, compounds, omics data, or the intelligentanalyze agent.
Skill for working with ESM2 protein language models from Meta FAIR. Use this skill whenever the user wants to generate protein embeddings or representations, score variant effects or predict mutation fitness, run contact prediction, or use ESMFold for structure prediction. Also trigger when the user mentions ESM2…
Skill for genomic sequence modeling and design with Evo2 from Arc Institute. Use this skill when a user wants to model or generate DNA sequences, score variant effects at single-nucleotide resolution, extract genomic embeddings, analyze mutations in non-coding or coding regions, design synthetic genomic elements…
Skill for de novo protein backbone generation with RFdiffusion from the Baker Lab (Institute for Protein Design). Use this skill when a user wants to design a new protein backbone from scratch, scaffold a functional motif into a new protein, design a protein binder against a target, generate symmetric oligomers…