cyberneticlibrary

Interpret genetic variants

variant-interpretationskillsetup L1381
majiayu000/claude-skill-registry
What it does

Classify genetic variants by ACMG criteria

Best for

Automated clinical variant reporting with ACMG evidence codes.

Inputs
  • · Variant (HGVS/VCF)
  • · Evidence codes or raw data
  • · Population frequency
  • · In silico scores
Outputs
  • · Classification (Pathogenic/VUS/Benign)
  • · Score breakdown
  • · Evidence reasoning
Requires
  • · Python 3.10+
Preconditions
  • · Variant in canonical transcript
  • · Accurate consequence
  • · Population data available
Failure modes
  • · Wrong isoform → PVS1 wrong
  • · Outdated frequencies
  • · Unreliable in silico
  • · Conflicting codes
Trust signals
  • · ACMG official framework
  • · >95% accuracy claim
  • · Rules-based engine