DevOps e Infra

Decides whether and how to polish a draft genome assembly to raise consensus accuracy (QV) with read-type-matched tools - Racon and medaka (ONT consensus), dorado polish, Polypolish and pypolca (Illumina, repeat-aware), Pilon (legacy short-read), NextPolish/NextPolish2, Hapo-G (haplotype-aware), ntEdit, and DeepPolisher/PEPPER-Margin-DeepVariant for human. Covers the do-not-polish-HiFi rule, the m

Atua como secretário para a autoridade do Chefe/Conselho, apoiando afirmações de título, autogoverno e resistência à imposição federal, para uso na fila de Governança_Soberania.

Configure Claude Code sandbox network isolation with trusted domains, custom access policies, and environment variables for secure network communication.

Google Sign-In and Apple Sign-In with Supabase or custom backend. OAuth setup, platform config, PKCE/nonce security, sealed Failures, mock repository. Use when adding social login or troubleshooting OAuth.

Dockerfile security linting and best practice validation using Hadolint with 100+ built-in rules aligned to CIS Docker Benchmark. Use when: (1) Analyzing Dockerfiles for security misconfigurations and anti-patterns, (2) Enforcing container image security best practices in CI/CD pipelines, (3) Detecting hardcoded secrets and credentials in container builds, (4) Validating compliance with CIS Docker

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

Use when generating standup reports, daily updates, or team status summaries. Formats work activity into concise standup format.

Gera documentos profissionais de suporte à decisão clínica (CDS) para ambientes de pesquisa farmacêutica e clínica. Inclui análises de coortes de pacientes (estratificadas por biomarcadores com resultados) e relatórios de recomendação de tratamento (diretrizes baseadas em evidências com algoritmos de decisão), suportando a classificação de evidências GRADE, análise estatística (razões de risco, curvas de sobrevivência, gráficos de cascata) e integração de biomarcadores.

Robusta Kubernetes observability and alert automation platform. USE WHEN installing Robusta OR configuring playbooks OR setting up notification sinks OR troubleshooting Kubernetes alerts OR creating custom actions OR integrating with Prometheus/AlertManager OR automating incident remediation.

WikiPathways enrichment using clusterProfiler and rWikiPathways. Use when analyzing gene lists against community-curated open-source pathways. Performs over-representation analysis and GSEA for 30+ species.

Gere vídeos com IA usando Google Veo, Seedance 2.0, HappyHorse, Wan, Grok e mais de 40 modelos via CLI inference.sh. Oferece capacidades como texto-para-vídeo, imagem-para-vídeo e edição, ideal para mídias sociais e marketing.

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.