variant-annotationQuery and annotate gene variants from ClinVar and dbSNP databases. Trigger when: - User provides a variant identifier (rsID, HGVS notation, genomic coordinat...
Install via ClawdBot CLI:
clawdbot install aipoch-ai/variant-annotationGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?Uses known external API (expected, informational)
ncbi.nlm.nih.govAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
A diagnostic lab uses the skill to annotate variants from patient sequencing reports, providing clinical significance and ACMG classifications for genetic counselors and clinicians. It helps in generating interpretative reports for hereditary cancer or rare disease panels, ensuring standardized pathogenicity assessments.
Drug developers utilize the skill to analyze genetic variants in clinical trial cohorts, identifying pathogenic mutations that may influence drug response or side effects. This supports precision medicine initiatives by linking variant data to disease mechanisms and patient stratification.
Researchers in universities employ the skill to annotate variants from genome-wide association studies (GWAS) or exome sequencing projects, facilitating discoveries in disease genetics. It aids in prioritizing variants for functional studies based on clinical and population data.
A consumer genetics company integrates the skill to provide users with detailed interpretations of their genetic variants, such as BRCA1 mutations, beyond raw data. This enhances user reports with clinical insights, pathogenicity scores, and disease associations for health awareness.
Hospital IT teams deploy the skill to automate variant annotation in clinical pipelines, processing VCF files from next-generation sequencing. It streamlines workflow by delivering structured JSON outputs for integration into electronic health records and decision support systems.
Offer the skill as a cloud API with tiered subscriptions based on query volume, targeting labs and companies needing scalable variant annotation. Revenue comes from monthly fees, with premium tiers for high-throughput batch processing and advanced features like custom ACMG scoring.
License the skill to clinical labs on a per-report basis, where each annotated variant in a patient report incurs a fee. This model aligns with diagnostic billing cycles, providing revenue from high-value clinical interpretations in regulated healthcare settings.
Sell the skill as an integrated module within larger bioinformatics platforms or EHR systems, with one-time purchase or annual maintenance fees. This targets institutions seeking to enhance existing tools with standardized variant annotation capabilities.
💬 Integration Tip
Ensure API endpoints handle common variant formats like rsID and HGVS, and output structured JSON for easy parsing into downstream applications such as reporting tools or databases.
Scored Apr 19, 2026
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