Certified genetic counselors and molecular pathologists interpreting next-generation sequencing panel results for hereditary cancer syndromes or cardiomyopathies need to rapidly synthesize variant classification evidence from ClinVar, published literature, and ACMG criteria into a patient-ready interpretation brief and a clinician communication letter. This agent structures the variant interpretation workflow.