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Python testing with pytest using uv package manager. Use when: (1) Running Python tests, (2) Writing test files or test functions, (3) Setting up fixtures, (4) Parametrizing tests, (5) Generating coverage reports, (6) Testing FastAPI applications, (7) Debugging test failures, (8) Configuring pytest options. Triggers: "run tests", "write tests", "test coverage", "pytest", "unit test", "integration

Joint genotype calling across multiple samples using GATK CombineGVCFs and GenotypeGVCFs. Essential for cohort studies, population genetics, and leveraging VQSR. Use when performing joint genotyping across multiple samples.

Gerencia infraestrutura de TI, monitoramento, resposta a incidentes e confiabilidade de serviços. Fornece estruturas para gerenciamento de serviços ITIL, estratégias de observabilidade, automação, backup/recuperação, planejamento de capacidade e práticas de excelência operacional.

Manual and automated gating for defining cell populations in flow cytometry. Covers rectangular, polygon, and data-driven gates. Use when identifying cell populations through hierarchical gating strategies.

Proactively reviews error handling patterns and suggests improvements using Result types, proper error propagation, and idiomatic patterns. Activates when users write error handling code or use unwrap/expect.

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Configure TLS mútuo (mTLS) para comunicação serviço-a-serviço de confiança zero. Use ao implementar redes de confiança zero, gerenciamento de certificados ou para proteger a comunicação interna de serviços.

Projete e documente APIs RESTful e GraphQL com especificações OpenAPI/Swagger, padrões de autenticação, estratégias de versionamento e melhores práticas. Utilize para criar especificações de API, projetar endpoints REST e esquemas GraphQL, implementar autenticação e autorização, definir estratégias de versionamento e gerar documentação.

Run project commands with just. Check for justfile in project root, list available tasks, execute common operations like test, build, lint. Triggers on: run tests, build project, list tasks, check available commands, run script, project commands.

Silae integration via Apideck's HRIS unified API — same methods work across every connector in HRIS, switch by changing `serviceId`. Use when the user wants to read or sync employees, departments, payrolls, and time-off records in Silae. Routes through Apideck with serviceId "silae-fr".

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

When the user wants to create, optimize, or audit a product listing or category page. Also use when the user mentions "product page," "product listing," "shop," "e-commerce products," "product catalog," "product grid," "product cards," or "product overview." For category SEO, use category-page-generator.