bcftools Variant Filtering Starter

SkillAI & models

Use this skill to run a deterministic bcftools view filtering example on a tiny VCF and capture the kept variants in a compact JSON summary.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the bcftools Variant Filtering Starter skill

About this capability

A framework for discovering, compiling, and validating reusable skills for scientific agents.

What this skill tells your AI

The instructions your AI receives, as published by ma-compbio-lab/skillfoundry in skills/genomics/bcftools-variant-filtering-starter/SKILL.md and read by ahel’s review.

Use this skill to run a deterministic bcftools view filtering example on a tiny VCF and capture the kept variants in a compact JSON summary.

What it does

  • Runs bcftools view with a configurable include expression against a local VCF.
  • Writes a compressed filtered VCF plus a tabix index.
  • Summarizes the input record count, passing record count, and kept IDs for testing and demos.

When to use it

  • You need a runnable starter for VCF filtering logic.
  • You want a tiny verified example before building cohort-scale post-calling workflows.
  • You need a smoke-testable wrapper around bcftools in the repo-managed genomics environment.

Example

python3 skills/genomics/bcftools-variant-filtering-starter/scripts/run_bcftools_variant_filtering.py \
  --input skills/genomics/bcftools-variant-filtering-starter/examples/toy_variants.vcf \
  --out scratch/genomics/bcftools_variant_filtering_summary.json \
  --filtered-vcf-out scratch/genomics/toy_variants.filtered.vcf.gz

Verification

  • Skill-local tests: python3 -m unittest discover -s skills/genomics/bcftools-variant-filtering-starter/tests -p 'test_*.py'
  • Expected summary: passing_record_count == 2 and kept_ids == ["varA", "varC"]

Signals

GitHub stars
39
Forks
5
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
bcftools-variant-filtering-starter
Source
github.com/ma-compbio-lab/skillfoundry