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Gera e mantém uma Camada de Contexto de Negócios orientada para a empresa em grandes projetos de backend, melhorando a compreensão de LLMs e auxiliando na documentação. Suporta diversas stacks de backend e é ideal para sistemas complexos e orientados a negócios.

ACTIVATE on ANY request that involves writing, generating, reviewing, modifying, or outputting source code in any programming language — Python, JavaScript, TypeScript, Go, Java, Rust, C#, SQL, Terraform, or any other. This includes functions, endpoints, scripts, migrations, infrastructure-as-code, config files with logic, and code snippets in responses. Every piece of code the LLM produces must i

Melhores práticas, padrões e orientações de API do Jest para testes em JavaScript/TypeScript. Abrange design de mocks, testes assíncronos, matchers, mocks de temporizadores, snapshots, mocking de módulos, configuração e otimização de CI, com base nas versões Jest ^29.0.0 / ^30.0.0.

Index symbols using ripgrep regex patterns when neither LSP nor ctags is available. Covers TypeScript, JavaScript, Python, Go, Rust, Ruby, Java, Kotlin, C, C++, PHP, and can be extended with custom patterns for any language via .claude/codemunch/config.json.

Language-specific vulnerability hotspot reference for manual code audit. Trigger when the user asks to: "what sinks should I look for in Java?", "Python security hotspots", "dangerous functions in Go", "JavaScript injection patterns", or when starting a manual audit of a specific language and needing a sink/source checklist.

Enforce immutable data patterns across JavaScript, TypeScript, Python, and Go. Use when the user writes code that mutates objects, arrays, or state. Apply whenever modifying data structures, updating state, or reviewing code for mutation bugs. Always prefer immutable patterns over in-place mutation.

TypeScript strictness, clean code, and security rules. Use when writing, reviewing, or refactoring TypeScript code in any project. Enforces strict type safety (no any, no as, no unknown abuse), proper error handling patterns, import hygiene, React component conventions, and vulnerability prevention. Derived from 10+ production TypeScript projects with 100% strict mode adoption.

Code review combining language strictness rules, security auditing, and performance analysis. Use when a user says /code-review or asks to review a branch, PR, or set of changes. Auto-detects languages and applies the relevant rule sets from typescript-strict, rust-strict, swift-strict, go-strict, javascript-strict, security-audit-standard, performance-audit-standard, and github-standards.

Swift/SwiftUI strictness, clean code, and security rules. Use when writing, reviewing, or refactoring Swift code in iOS/macOS projects. Covers force unwrap prevention, @Observable vs ObservableObject patterns, access control, concurrency safety (@MainActor, actors, Sendable), error handling with typed enums, memory leak prevention, guard-first style, and naming conventions. Derived from production

Enable JavaScript grid extensions for a listing page. Extensions add sorting, filtering, bulk actions, column toggling, position reordering, and other interactive behaviors to the grid. Trigger: "add grid extensions for {Domain}", "enable grid extensions for {Domain}", "initialize grid JS for {Domain}".

Security audit methodology and checklist for codebases. Use when performing security reviews, auditing a project for vulnerabilities, or hardening an application before deployment. Covers secret scanning, input validation, authentication/authorization, cryptographic practices, dependency auditing, CSP configuration, rate limiting, OWASP Top 10 checks, and audit report format. Derived from producti

JavaScript (Node.js) strictness, clean code, and security rules. Use when writing, reviewing, or refactoring plain JavaScript (non-TypeScript) Node.js code. Covers const-first variable declarations, async/await patterns, class vs function patterns, JSDoc documentation, error handling, hot-path performance, CommonJS module patterns, and vulnerability prevention. Derived from production Node.js serv