DevOps e Infra

Create, configure, and manage VM templates in Proxmox. Build reusable VM images for rapid deployment of standardized environments, including Kubernetes clusters and managed applications.

Projete arquiteturas multi-cloud usando uma estrutura de decisão para selecionar e integrar serviços entre AWS, Azure e GCP. Utilize ao construir sistemas multi-cloud, evitando a dependência de fornecedor e aproveitando os melhores serviços de múltiplos provedores.

Realiza cálculos aritméticos de precisão arbitrária (adição, subtração, multiplicação, divisão e expoentes). Utilize quando o usuário solicitar o cálculo ou avaliação de expressões matemáticas, ou quando for necessária aritmética decimal precisa para evitar erros de ponto flutuante.

Comprehensive computational validation of drug targets for early-stage drug discovery. Evaluates targets across 10 dimensions (disambiguation, disease association, druggability, chemical matter, clinical precedent, safety, pathway context, validation evidence, structural insights, validation roadmap) using 60+ ToolUniverse tools. Produces a quantitative Target Validation Score (0-100) with GO/NO-G

Comprehensive structural variant (SV) analysis skill for clinical genomics. Classifies SVs (deletions, duplications, inversions, translocations), assesses pathogenicity using ACMG-adapted criteria, evaluates gene disruption and dosage sensitivity, and provides clinical interpretation with evidence grading. Use when analyzing CNVs, large deletions/duplications, chromosomal rearrangements, or any st

Ajuda usuários a tomar decisões entre múltiplas alternativas usando o Processo de Hierarquia Analítica (AHP). Ideal para escolher entre opções, comparar alternativas, classificar escolhas ou decidir a melhor opção para uma situação.

Manage ArgoCD Image Updater configuration, drift resolution, and ImageUpdater CRDs. USE WHEN argocd image updater, image update drift, ImageUpdater CRD, extraObjects helm, environment-scoped image updates, argocd-image-updater troubleshooting.

Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web endpoints, scheduling batch jobs, or scaling Python code to cloud containers with the Modal SDK.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da

Guide for implementing 1Password secrets management - CLI operations, service accounts, Developer Environments, and Kubernetes integration. Use when retrieving secrets, managing vaults, configuring CI/CD pipelines, integrating with External Secrets Operator, managing Developer Environments, or automating secrets workflows with 1Password.

Estimate divergence times using molecular clock models with BEAST2, MCMCTree, and TreePL. Use when dating speciation events, calibrating phylogenies with fossils, choosing between strict and relaxed clock models, or estimating evolutionary rates across lineages.