albert-ying/autonomous-lab/variant-calling

Claude Code and agent skill by albert-ying/autonomous-lab

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Install

npx vskill@latest install albert-ying/autonomous-lab/variant-calling

SKILL.md

Variant Calling Skill

When to Use

Use when calling SNPs and indels from aligned BAM files against a reference.

Standard Workflow

  1. Mark duplicates (optional): samtools markdup
  2. Call variants with freebayes: freebayes -f reference.fasta -p 1 sample.bam > variants.vcf

OR with bcftools: bcftools mpileup -f ref.fa sample.bam | bcftools call -mv -Oz -o variants.vcf.gz

  1. Filter variants: bcftools filter -s LowQual -e 'QUAL<20' variants.vcf

Key Decisions

  • For haploid organisms (E. coli), use ploidy=1
  • freebayes is good for bacterial genomes; bcftools is fast and reliable
  • Filter on QUAL score and read depth

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
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