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Padrões opinativos de desenvolvimento backend para microsserviços Node.js + Express + TypeScript, abrangendo arquitetura em camadas, padrão BaseController, injeção de dependência, repositórios Prisma, validação Zod, unifiedConfig, rastreamento de erros Sentry, segurança assíncrona e disciplina de testes.

Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development environments, or configuring sandboxed Claude Code workspaces.

Use after completing any PRD, spec, or implementation plan — before implementation begins. Hunts perceived-quality pitfalls (silent failures, missing loading states, empty states, error recovery, state drift, animations, AI output, sudo flows) that make a product feel cheap or broken even when it technically works. Complementary to pitfall-verification.

Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any genre requiring real-world accuracy. Use when the user needs help with research or fact-checking.

Generate a professional PDF report from GEO audit data using ReportLab. Creates a polished, client-ready PDF with score gauges, bar charts, platform readiness visualizations, color-coded tables, and prioritized action plans.

Materials pre-check before any PPTX generation. ALWAYS run this skill FIRST when the user asks to create, generate, or make a presentation, slides, deck, or PPT. Analyzes requirements to identify human-dependent materials — names, photos, logos, data, statistics — that AI cannot invent. Collects all materials upfront or confirms skip decisions, eliminating rework. After completion, hands off direc

Select and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit schemes, setting error tolerances, adapting time steps, diagnosing integration accuracy, planning IMEX splitting, or handling stiff/non-stiff coupled systems.

Out-of-the-box Seedance 2.0 API skill — just one API key to generate AI videos. Builds storyboards, generates reference images with Seedream 4.5, submits video tasks, and polls results. Supports both MCP and standalone Python script mode. Use when the user mentions seedance, AI video, storyboard, or video generation.

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.

End-to-end branch delivery: commit (no AI attribution) → push → open a pull request → link the work item → after merge, clean up branch and worktree. Auto-detects the platform from the remote — Azure Repos + Boards (`az`, with an OAuth Bearer push fallback) or GitHub (`gh`). Use whenever asked to "ship", "ship it", "ship this branch", "open a PR", "push and open a PR", "raise a PR", "deliver this"

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

De novo genome assembly from Illumina short reads using SPAdes. Covers bacterial, fungal, and small eukaryotic genome assembly, as well as metagenome and transcriptome assembly modes. Use when assembling genomes from Illumina reads.