DevOps e Infra

Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructing haplotypes.

Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.

Ensures proper cloud storage operations with retry logic, error handling, streaming, and efficient I/O patterns. Activates when users work with object_store for S3, Azure, or GCS operations.

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in CI/CD.

Descobre a capacidade disponível de modelos Azure OpenAI em regiões e projetos. Analisa limites de cota, compara a disponibilidade e recomenda locais de implantação ideais com base nos requisitos de capacidade.

Administrar sistemas operacionais Debian/Ubuntu/Mint/Pop, cobrindo ferramentas como apt, dpkg, PPAs, snaps, systemd, GRUB, HWE e ambientes de desktop.

Consultor de otimização de tokens do Claude Code. Analisa a sessão/projeto atual em busca de desperdício de tokens e aplica estratégias comprovadas de redução de custos.

Recomendações de jogadores em tempo real durante drafts de esportes de fantasia para NBA e MLB, combinando desempenho de jogos ao vivo com estatísticas da temporada para identificar escolhas de valor, candidatos a 'sleepers' e análise de escassez posicional.

Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading material

Dataflow workflow engine for scalable bioinformatics pipelines. Defines processes (containerized tasks) connected by channels; runs local, HPC (SLURM/SGE), cloud (AWS/GCP/Azure), or Kubernetes via a single config change. Powers nf-core. Use Snakemake for rule-based Python workflows; use Nextflow for containerized, cloud-native, and nf-core pipelines.

Realiza linting e validação de segurança de especificações de API (OpenAPI, AsyncAPI, Arazzo) com Stoplight Spectral. Garante conformidade com melhores práticas de segurança, OWASP API Security Top 10 e padrões organizacionais.

Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.