Genomicsv1.0.0

A clinical geneticist receives a VCF file from a patient with undiagnosed symptoms and uses the skill to classify variants via ACMG guidelines, check population frequencies in gnomAD, and cross-reference ClinVar and OMIM for evidence. This aids in identifying pathogenic variants for diagnosis and family counseling, ensuring local data privacy.

An oncologist analyzes somatic variants from a tumor biopsy to guide treatment selection. The skill helps interpret variants in context, separates germline from somatic findings, and provides pharmacogenomics recommendations for drugs like fluorouracil based on DPYD status, supporting precision oncology decisions without external data sharing.

A pharmacist uses the skill to assess a patient's genomic data for pharmacogenomics, determining diplotype and phenotype for genes like CYP2D6 to recommend dosing adjustments for medications such as codeine or SSRIs. This ensures safe prescribing based on CPIC guidelines, with all analysis performed locally.

A research scientist in a genomics lab interprets novel variants from a study cohort by applying ACMG classification rules, checking gene constraint scores, and avoiding common traps like single-source evidence. The skill facilitates structured annotation and documentation in local workspace for publication or further investigation.

A genetic counselor pre-analyses VCF files from carrier testing or predictive genomics cases, using the skill to classify variants, assess uncertainty for VUS results, and prepare actionable reports. This supports informed discussions on inheritance risks and monitoring needs, with data kept secure on-premise.

Offer the skill as a subscription-based tool integrated into lab information systems, enabling automated variant interpretation and reporting. Revenue is generated through monthly or per-case fees, targeting labs seeking efficient, privacy-compliant genomic analysis without external API costs.

Provide expert consulting services to healthcare institutions for implementing the skill, including setup, training on ACMG guidelines, and custom workflow integration. Revenue comes from project-based contracts and ongoing support, helping clients optimize genomic interpretation processes locally.

License the skill to pharmaceutical firms for internal use in drug development and pharmacogenomics research, such as analyzing trial data for drug-gene interactions. Revenue is generated through annual enterprise licenses, supporting R&D while ensuring data remains within secure, controlled environments.