DevOps e Infra

Automatically activated when user mentions sprint planning, backlog refinement, iteration planning, sprint goals, capacity planning, velocity tracking, or asks to plan/start/close a sprint. Provides comprehensive sprint planning expertise using agile best practices.

A geração de música por IA da ElevenLabs cria músicas originais e isentas de royalties a partir de prompts de texto via CLI inference.sh, oferecendo conversão de texto em música, duração personalizada de até 10 minutos e controle de gênero/humor/instrumento para diversos usos como trilhas sonoras e podcasts.

Rapid pathogen characterization and drug repurposing analysis for infectious disease outbreaks. Identifies pathogen taxonomy, essential proteins, predicts structures, and screens existing drugs via docking. Use when facing novel pathogens, emerging infections, or needing rapid therapeutic options during outbreaks.

Analista de firmware especialista em sistemas embarcados e IoT.

Predict patient response to immune checkpoint inhibitors (ICIs) using multi-biomarker integration. Given a cancer type, somatic mutations, and optional biomarkers (TMB, PD-L1, MSI status), performs systematic analysis across 11 phases covering TMB classification, neoantigen burden estimation, MSI/MMR assessment, PD-L1 evaluation, immune microenvironment profiling, mutation-based resistance/sensiti

Autenticação com o Azure Identity SDK para Python. Utilize para DefaultAzureCredential, identidade gerenciada, service principals e cache de tokens.

Help figure out pricing for a product or service using minimalist entrepreneur principles. Use when someone is setting prices, considering price changes, or struggling with what to charge.

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

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

· Write/debug shell commands, scripts, dotfiles, completions for zsh, bash, POSIX sh, fish. Triggers: 'shell', 'script', '.zshrc', '.bashrc', 'alias', 'completion', 'trap'. Not for CI blocks (use ci-cd).

Review investment portfolios for risk, diversification, fees. Asset allocation recommendations, tax-loss harvesting, rebalancing.

Assess error handling, isolation boundaries, and recovery mechanisms in agent frameworks. Use when (1) tracing error propagation paths, (2) evaluating sandboxing for code execution, (3) understanding retry and fallback mechanisms, (4) assessing production readiness, or (5) identifying failure modes and recovery patterns.