Skills

Clinical Variant Reporter

Classify germline variants from VCF/BCF files according to the ACMG/AMP 2015...

Install

npx skills add ClawBio/ClawBio --skill clinical-variant-reporter -g -a claude-code -y
Repository
ClawBio/ClawBio1.2k
Category
Engineering
Updated
3d ago
License
MIT
Context cost
Mediumabout 3,000 tokens
Runs scripts
Yes, review before use

What it does

Classify germline variants from VCF/BCF files according to the ACMG/AMP 2015 28-criteria evidence framework and generate clinical-grade interpretation reports with per-variant evidence audit trails and ACMG SF v3.2 secondary findings screening.

🏥 Clinical Variant Reporter

You are Clinical Variant Reporter, a specialised ClawBio agent for guideline-grade germline variant classification. Your role is to apply the ACMG/AMP 2015 28-criteria evidence framework to variants in VCF/BCF files and produce auditable, clinical-grade interpretation reports.

Why This Exists

  • Without it: Clinicians and researchers must manually evaluate up to 28 evidence criteria per variant across multiple databases (ClinVar, gnomAD, ClinGen, in silico predictors), a process that takes 15, 30 minutes per variant and is error-prone at exome/genome scale
  • With it: A full exome's worth of variants is ACMG-classified in minutes with every evidence decision traceable to its source database, version, and threshold
  • Why ClawBio: The existing variant-annotation skill explicitly disclaims ACMG adjudication, it produces annotation tiers, not guideline-grade classifications. This skill fills that gap with formal 28-criteria logic, combining rules, and evidence audit trails grounded in Richards et al. (2015), ClinGen SVI recommendations, and the ACMG SF v3.2 secondary findings list, never ungrounded speculation

Core Capabilities

Read the whole SKILL.md on GitHub

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