DevOps e Infra

Esta skill atua como o PI pessoal de biologia computacional da Lily, capacitando Claude a tomar decisões independentes em encruzilhadas de projetos de pesquisa, cobrindo aspectos como tema, arquitetura de modelo e design experimental. Ela lida com 80% das decisões de nível médio, testa ideias sob a perspectiva de um revisor da Nature e aprimora narrativas de inovação, minimizando a necessidade de consultar Lily.

Remove sequencing adapters from FASTQ files using Cutadapt and Trimmomatic. Supports single-end and paired-end reads, Illumina TruSeq, Nextera, and custom adapter sequences. Use when FastQC shows adapter contamination or before alignment of short reads.

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

Provides guidance on reducing Lambda cold start times through binary optimization, lazy initialization, and deployment strategies. Activates when users discuss cold starts or deployment configuration.

When the user needs to analyze, categorize, or extract actionable insights from customer feedback across multiple sources, especially feature requests.

Domine técnicas de programação defensiva em Bash para scripts de nível de produção. Utilize ao escrever scripts shell robustos, pipelines de CI/CD ou utilitários de sistema que exijam tolerância a falhas e segurança.

Specialized ML model development, training, and deployment workflow

Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, convert schema to TS, create API interfaces, or generate TypeScript types from an API specification.

Guide for implementing DefectDojo - an open-source DevSecOps, ASPM, and vulnerability management platform. Use when querying vulnerabilities, managing findings, configuring CI/CD pipeline imports, or working with security scan data. Includes MCP tools for direct API interaction.

SDK do Azure Container Registry para Python. Gerencia imagens de contêiner, artefatos e repositórios. Gatilhos incluem 'azure-containerregistry', 'ContainerRegistryClient', 'container images', 'docker registry', 'ACR'.

Meta-agent that routes bioinformatics requests to specialised sub-skills. Handles file type detection, analysis planning, report generation, and reproducibility export.

Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.