tooluniverse-gene-liability

Installation
SKILL.md

Gene Liability Evaluation

Assess whether reducing a human gene's function is likely to be unsafe. Resolve the gene, gather independent human and model-system evidence, calculate a transparent 0–100 liability score, and recommend an appropriate modulation strategy.

Higher scores mean greater predicted liability from the stated intervention. This is a safety score, not a target-efficacy or druggability score.

Required Input

Accept a gene symbol, name, Ensembl ID, or UniProt accession. Also capture:

  • intervention modality: knockout, knockdown, degrader, irreversible inhibitor, reversible inhibitor, antibody, or unknown;
  • intended tissue and indication, when supplied;
  • desired inhibition depth and duration, when supplied.
Installs
16
GitHub Stars
1.6K
First Seen
Jul 30, 2026
tooluniverse-gene-liability — mims-harvard/tooluniverse