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Assistente OpenTelemetry para engenheiros. Use quando solicitado a adicionar instrumentação OTel ao código da aplicação, procurar documentação ou exemplos do SDK por linguagem, ou avaliar e pontuar a qualidade da instrumentação existente contra a especificação Instrumentation Score.

Use para escrever ou converter testes JUnit em Java ou Kotlin com a biblioteca TableTest. Ativa ao testar múltiplos cenários com a mesma lógica de asserção, converter métodos @Test repetitivos, iniciar um novo @TableTest, ou ao discutir a sintaxe do TableTest ou escrever testes para uma funcionalidade.

Tool-tier guidance for codebase exploration and architecture overview. Preloaded into agents that explore code structure; not user-facing.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Generates a dynamic, professional Product Requirements Document (PRD) for any task, feature, product, or project described by the user. Use this skill whenever the user mentions "PRD", "product requirements", "write requirements for", "create a spec", "feature doc", "product doc", "requirement document", or asks to plan/document any feature, app, tool, or system. Also trigger when users say "I wan

Design a lifecycle engagement strategy including onboarding, nurture, and re-engagement flows. Use this skill when a team needs to systematically improve how they engage users across their lifecycle.

Pesquisa, extrai e refina automaticamente o conteúdo de um artigo a partir de um link do arXiv ou título, oferecendo uma explicação estruturada e simplificada para iniciantes.

Audits a working feature for the gap between "happy path passes" and "production-ready" — edge cases, error handling, loading/empty/error states, a11y, responsive, i18n, observability, ops hooks. Use when a feature works but needs polish, for "완성도 높여줘", "production ready로", "edge case 검토", "polish this feature", "is this ready to ship?", "엣지 케이스 다 챙겼나", "PR 전 점검", "빠진 상태 없나", or before shipping an

Trigger on "consult integrity", "integrity gate", "integrity check", "verify proposal claims", "hallucination check proposal", "cos integrity". Seven-mode failure checklist at gates 3.5 and 5.5. Uses timeln-quickly and timeln-shipped to verify quotes and proof claims. NOT lint (use consult-consistency-lint), NOT red team (use consult-red-team).

Synthesize large volumes of customer feedback into structured themes and actionable product signals. Use this skill when feedback has been collected and needs to be organized into patterns that inform product decisions.

Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.

Gerencia memória compartilhada durável entre agentes para convenções estáveis, políticas reutilizáveis e regras operacionais em toda a organização.