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End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.

Accessibility preflight for Android projects. Uses static source evidence to flag likely issues in semantics, labels, and touch-target setup while clearly separating low-confidence heuristics from verified findings.

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

Este SDK para .NET oferece gerenciamento abrangente de banco de dados para implantações do Azure MySQL Flexible Server, permitindo a criação de servidores, bancos de dados, regras de firewall, configurações, backups e alta disponibilidade.

Intelligent debugging workflow that systematically identifies symptoms, performs root cause analysis, generates fixes with explanations, validates solutions, and prevents regressions through compre...

Playwright automation, Chrome DevTools debugging, and browser interaction testing. Use for E2E/unit tests, capturing screenshots, inspecting network/console logs, or validating user flows in web applications.

Ferramenta eficiente de busca em banco de dados para o servidor de preprints bioRxiv. Use esta skill para pesquisar preprints de ciências da vida por palavras-chave, autores, intervalos de datas ou categorias, recuperar metadados de artigos, baixar PDFs ou conduzir revisões de literatura.

Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.

Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

Draft cold emails, follow-ups, and proposal templates. Creates

Unified personal genomic profile report — reads a PatientProfile JSON and synthesizes all skill results into a single \"Your Genomic Profile\" document.

Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations. Use this skill when the user asks to: (1) create a new skill, (2) make a skill, (3) build a skill, (4) set up a skill, (5) initialize a skill, (6) scaffold a skill, (7) update or modify an existing skill, (8) validate a skill, (9) learn about skill structure, (10) underst