DevOps e Infra

Calls ChIP-seq peaks with MACS3, MACS2, HOMER, or SPP across narrow (TF) and broad (histone) modes. Handles input control matching, fragment-size modeling vs --nomodel, effective genome size, ENCODE-style IDR vs naive overlap, hyper-ChIPable artifacts, and aligner-specific shifts. Use when calling peaks from ChIP-seq alignments, choosing between narrow vs broad mode for a histone mark, deciding mo

Laravel security best practices for authn/authz, validation, CSRF, mass assignment, file uploads, secrets, rate limiting, and secure deployment.

Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling

Gera um artigo HTML detalhado de arquivo único no estilo visual "principle-deepdive", com tema duplo claro/escuro, diagramas SVG e zero dependências externas, sendo legível offline e com menos de 300KB. Use para artigos HTML analíticos longos que exploram tópicos princípio por princípio.

Execute uma sessão do PRISM College — revisão por pares multi-LLM para decisões de arquitetura de porta única. Os subcomandos prepare / refract / inspect / sync / settle / memorialize guiam uma máquina de estados; use a forma sem argumentos para um status ciente do estado.

Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.

You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and

Audit all filename and naming conventions in the codebase against CLAUDE.md standards and common patterns. Use when user asks to check naming conventions, audit filenames, find naming inconsistencies, or validate file naming patterns.

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.

Cria e revisa playbooks, roles, inventários, Vault, Molecule e AWX/AAP do Ansible. Ativado por 'ansible', 'playbook', 'role', 'inventory', 'group_vars' e 'ansible-lint'.

Expert network engineer specializing in modern cloud networking,

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Za