tooluniverse-structural-proteomics
Installation
SKILL.md
Structural Proteomics for Drug Target Validation
Comprehensive structural data integration using ToolUniverse tools across PDB, AlphaFold, GPCRdb, SAbDab, and proteomics databases for drug target validation.
LOOK UP DON'T GUESS
- PDB structures/resolutions:
PDBeSIFTS_get_best_structuresandRCSBGraphQL_get_structure_summary - AlphaFold confidence:
alphafold_get_summary - Ligands/affinities:
PDBe_get_structure_ligandsandBindingDB_get_ligands_by_uniprot - Druggability:
ProteinsPlus_predict_binding_sites
COMPUTE, DON'T DESCRIBE
When analysis requires computation (statistics, data processing, scoring, enrichment), write and run Python code via Bash. Don't describe what you would do — execute it and report actual results. Use ToolUniverse tools to retrieve data, then Python (pandas, scipy, statsmodels, matplotlib) to analyze it.
Domain Reasoning
Resolution determines valid conclusions: <2A = atom positions visible; 2-3A = side chains reliable, drug design supported; >3A = backbone only, binding site unreliable. Do not over-interpret low-resolution structures.