bg-szy

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring

Align and QC MeRIP-seq IP and input samples for m6A analysis. Use when preparing MeRIP-seq data for peak calling or differential methylation analysis.

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes test suite generation, coverage analysis, E2E testing setup, and quality metrics. Use when designing test strategies, writing test cases, implementing test automation, performing manual testing, or analyzing test coverage.

Claude pode criar, editar e analisar apresentações, incluindo a modificação de conteúdo, trabalho com layouts e adição de notas em arquivos .pptx.

Sugere melhores nomes para variáveis, funções e classes com base no contexto e nas convenções.

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

Manage Google Keep notes.

Visualize e atualize Issues e Merge Requests (MRs) do GitLab (incluindo comentários e diffs), e crie ou modifique-os de forma não interativa conforme as normas da equipe. Use para operações envolvendo Issues/MRs do GitLab, inclusive em instâncias auto-hospedadas.

Taxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches. Use when assigning taxonomy to ASVs after DADA2 amplicon processing.

A automação de navegadores é fundamental para testes web, scraping e agentes de IA, com a confiabilidade vinda da compreensão de seletores, estratégias de espera e padrões anti-detecção. Esta skill aborda Playwright (recomendado) e Puppeteer para controle robusto do navegador, destacando a dominância do Playwright no cenário de frameworks.