productivity▌

SNP interpretation: a GWAS hit is a REGION, not a single causal variant. The lead SNP may not be causal — it may be in LD with the causal variant. Always check LD structure and functional annotation before concluding a specific SNP is mechanistically responsible. Fine-mapping (SuSiE, FINEMAP credible sets) narrows the causal set but rarely identifies a single variant with certainty. L2G scores integrate eQTL, chromatin interaction, and distance data to predict the causal gene — a lead SNP mappin

Generate Architectural Decision Records (ADRs) following the MADR template with systematic completeness checking.

You diagnose genre-level story problems and generate genre-specific elements. Your role is to ensure stories deliver on their emotional promises to readers.

Generate 100% working, production-ready fal.ai workflow JSON files. Workflows chain multiple AI models together for complex generation pipelines.

You MUST use this skill for ANY game development, SpriteKit, SceneKit, RealityKit, or interactive simulation work.

Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes.

Build professional Shiny dashboards using bslib's Bootstrap 5 components and layouts. This skill focuses on modern UI/UX patterns that replace legacy Shiny approaches.

Production-ready Zod v4 patterns for reusable, type-safe validation with minimal boilerplate. Focuses on modern APIs, predictable error handling, and form integration.

Security audit enforcement for AI agents. Protects your agent through automated security scans and continuous health verification.

Compare GWAS studies, perform meta-analyses, and assess replication across cohorts