Desenvolvimento

Android development with Kotlin Coroutines and Flow. Use when user mentions "coroutines", "suspend", "Flow", "StateFlow", "SharedFlow", "viewModelScope", "lifecycleScope", or needs to implement async programming, handle structured concurrency, integrate coroutines with Retrofit/Room/WorkManager, or write coroutine tests. Triggers on Android concurrency, async, or Flow tasks.

End-to-end GWAS workflow from VCF to association results. Covers PLINK QC, population structure correction, and association testing for case-control or quantitative traits. Use when running genome-wide association studies.

Advanced coverage analysis with actionable insights. Use to identify coverage gaps, suggest specific tests, track coverage trends, and highlight critical uncovered code. Essential for reaching 80%+ coverage target.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.

Provides step-by-step templates and guidance for creating new AI agents in Unite-Hub with proper registration, testing, and governance

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

Fits structural equation models to GWAS summary statistics using GenomicSEM (Grotzinger 2019), including common-factor models, confirmatory factor models, ESEM, common-factor GWAS with Q_SNP heterogeneity, multivariate Wald tests, and stratified GenomicSEM partitioned heritability. Reconciles results against MTAG multi-trait analysis. Handles sample overlap via the LDSC sampling-covariance matrix,

You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa

Vue 3 debugging and error handling for runtime errors, warnings, async failures, and SSR/hydration issues. Use when diagnosing or fixing Vue issues.

Esta skill oferece autenticação e controle de acesso para aplicações Next.js 15 + Supabase, abrangendo autenticação de usuário, proteção de rotas, gerenciamento de sessões e controle de acesso baseado em função (admin/membro). Ela suporta login/logout, registro com verificação de e-mail, OAuth (GitHub) e proteção de rotas para Server Components.

Escreva regras de busca e reescrita de código baseadas em AST usando YAML do ast-grep para criar regras de linting, modernizações de código e migrações de API com correção automática.