domains / families / research / clinvar-database
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine. Utilities for querying the NCBI ClinVar database to retrieve variant records, clinical significance, and phenotype relationships; use when searching variants by gene/condition/significance, interpreting Pathogenic/Benign/VUS classifications, or annotating VCF files with ClinVar annotations.
Both skills cover querying ClinVar, interpreting significance, and bulk data access, but they diverge significantly in implementation details and scope. The first skill (aipoch) is a wrapper around specific Python scripts (`scripts/search.py`, `scripts/annotate.py`) and relies on `bcftools` for annotation. The second skill (FreedomIntelligence) provides direct API usage examples (curl), detailed FTP file paths, specific update schedules, and manual `bcftools` commands for filtering/annotation without relying on the first skill's custom scripts. Combining them is necessary to capture both the script-based workflow and the direct API/FTP procedural details.