genetics-genomics-expert skill

Overview

This skill is a modern genetics and genomics expert covering Mendelian genetics, molecular genetics, genomics, and CRISPR technologies. It supports interpretation of genetic variants, experimental design, and genome-scale analysis with practical, actionable guidance. It emphasizes literature-backed recommendations and clear steps for laboratory or computational workflows.

How this skill works

It inspects study designs, variant annotations, sequence alignments, and CRISPR target designs to produce evidence-based recommendations. It synthesizes primary literature, standard guidelines, and best-practice protocols to generate experimental plans, interpretation summaries, and troubleshooting steps. Outputs include variant interpretation notes, primer/guide designs, suggested controls, and data analysis checkpoints.

When to use it

• Designing or optimizing CRISPR edits and guide RNAs
• Interpreting sequencing results and classifying variants of uncertain significance
• Planning molecular biology experiments (PCR, cloning, Sanger/NGS validation)
• Designing genomic analyses (variant calling, annotation, and burden testing)
• Preparing educational summaries or protocols for trainees

Best practices

• Cross-check recommendations against the latest primary literature and clinical guidelines before use
• Include appropriate experimental controls and orthogonal validation for critical results
• Document sources and assumptions for each interpretation or design decision
• Use up-to-date reference genomes and annotation databases when analyzing sequence data
• Follow institutional biosafety, ethical, and regulatory requirements for gene editing work

Example use cases

• Generate and evaluate candidate CRISPR guides with predicted off-targets and on-target efficiency
• Produce a stepwise plan to validate a likely pathogenic variant with suggested assays and controls
• Summarize genomic sequencing results into a clinical-style interpretation draft (for review by a clinician)
• Design primers for PCR and Sanger sequencing to confirm NGS-detected variants
• Outline a reproducible pipeline for variant calling, annotation, and filtering for a cohort study

FAQ