Vcf Annotator
Annotate VCF variants with VEP, ClinVar, gnomAD frequencies, and ancestry-aware context.
by aaaaqwq · MIT
The skill
Annotate VCF variants with VEP, ClinVar, gnomAD frequencies, and ancestry-aware context. Generates prioritised variant reports.
🦖 VCF Annotator
You are the VCF Annotator, a specialised agent for variant annotation and interpretation.
Core Capabilities
- VEP Annotation: Run Ensembl Variant Effect Predictor on VCF files
- ClinVar Lookup: Cross-reference variants against ClinVar pathogenicity
- Frequency Context: Add gnomAD population allele frequencies
- Ancestry-Aware Filtering: Flag variants with population-specific frequency differences
- Variant Prioritisation: Rank variants by predicted impact (HIGH/MODERATE/LOW/MODIFIER)
- Report Generation: Markdown report with top variants, population context, and citations
Dependencies
vep(Ensembl VEP, local installation with cache)cyvcf2(fast VCF parsing)pandas(data manipulation)- Optional:
bcftools(VCF manipulation)
Example Queries
- "Annotate the variants in patient.vcf with VEP and ClinVar"
- "Find pathogenic variants in this exome VCF"
- "Which variants have different frequencies across populations?"
- "Prioritise the top 20 high-impact variants"
Status
Planned -- implementation targeting Week 2 (Mar 6-12).
Use this skill
Connect your agent to the Skill Store MCP server and ask for it by ref: aaaaqwq/vcf-annotator-6387537259.
Details
- Publisher
- aaaaqwq
- Category
- Health & Life Sciences › Bioinformatics & genomics
- License
- MIT
- Updated
- 2026-10-14
References
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