Manual test design and fragmented tools slow reliable releases. This skill plans, writes, runs, and reports automated, API, performance, and CI tests.

Complex systems require explicit boundaries, trade-offs, and operational constraints. This skill structures architecture analysis, diagrams, decisions, and documentation for review.

Security reviews require consistent scope, evidence, and remediation guidance across many tools. This skill provides practical workflows for authorized assessment, monitoring, hardening, and reporting.

Search teams need reliable guidance across indexing, ranking, semantic retrieval, and evaluation. This skill provides practical workflows and examples for building and improving search systems.

Fraud teams need practical methods to identify abuse, test controls, and monitor drift. This skill guides risk analysis, rules, models, backtesting, and real-time system design.

Full-stack teams often lack a repeatable way to measure performance and locate bottlenecks. This skill provides testing workflows, diagnostic commands, optimization guidance, and report structures.

Payment teams need consistent designs for transactions, channels, reconciliation, security, and failure handling. This skill provides structured guidance, examples, and review checklists.

Infrastructure work spans many tools, environments, and failure modes. This skill organizes deployment, troubleshooting, automation, monitoring, validation, and documentation into practical workflows.

Mobile teams must coordinate platform architecture, tooling, testing, performance, and release requirements. This skill provides practical guidance and examples for native and cross-platform workflows.

Complex delivery and reliability work often spans disconnected tools and operational practices. This skill provides structured workflows for implementation, diagnosis, automation, and review.

Business teams often lack consistent metrics and repeatable analysis workflows. This skill guides SQL, Python, dashboards, experiments, and automated reporting from requirements to delivery.

Backend projects require consistent choices across APIs, databases, security, performance, and deployment. This skill provides structured workflows, checklists, commands, and FastAPI examples.

Technology choices often hide tradeoffs across performance, cost, reliability, operations, and team readiness. This skill compares candidates, recommends an option, and defines proof-of-concept checks.

Architecture decisions often remain scattered across requirements, discussions, and diagrams. This skill organizes them into consistent Markdown documents for implementation and review.

As páginas Web são frequentemente citadas em artigos, mas ignoradas pelos índices de citações padrão. Esta skill orienta Claude, Codex e Claude Code na verificação de citações de URL com provas diretas.

Publicar skills de IA em muitos registros exige diferentes metadados, URLs e etapas de verificação. Esta skill prepara bundles, verifica o suporte dos marketplaces e executa adaptadores de envio compatíveis.

Pesquisadores precisam de acesso repetível aos feeds do Semantic Scholar e às pastas privadas da biblioteca. Esta skill fornece fluxos de trabalho de CLI para exportação autenticada de feeds, inspeção de pastas e resolução de artigos.

Imagens finalizadas muitas vezes perdem o suporte a pesquisa e cópia quando exportadas como PDFs planos. Esta skill adiciona uma camada de texto alinhada enquanto preserva o design visual.

Criar uma lista awesome bem-acabada exige estrutura cuidadosa, regras de contribuição e etapas de verificação. Esta skill gera uma estrutura de repositório focada a partir de um tópico e recursos iniciais.

Escolher a skill de IA certa pode ser lento quando as skills integradas não se encaixam. Esta skill consulta o SkillRadar e retorna uma lista curta e focada para Claude, Codex e Claude Code.