pr-description
Generates structured pull request descriptions from branch diffs with context, motivation, testing instructions, rollback plans, and reviewer guidance. Produces descriptions that help reviewers unders…
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
Generates structured pull request descriptions from branch diffs with context, motivation, testing instructions, rollback plans, and reviewer guidance. Produces descriptions that help reviewers unders…
Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output wit…
Rails service object patterns and business logic organization. Automatically invoked when working with service objects, extracting business logic, implementing command/query patterns, or organizing ap…
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
Write efficient C code with proper memory management, pointer
Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.
Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs. Use when users need to fix logic errors or runtime errors in functions, modules, or repositories. A…
Use when preparing a PR or completing a phase of work and needing a full-spectrum code review. Runs security, API audit, and scope reviewers in parallel and synthesizes findings into a single go/no-go…
Used for breakpoint debugging of the **Node.js stdio MCP Server** in VS Code (attaching to Node Inspector). Whenever a user mentions: MCP stdio, @modelcontextprotocol/inspector, node --inspect/--inspe…
ActiveJob and background processing patterns for Rails. Automatically invoked when working with background jobs, Sidekiq, async processing, job queues, scheduling, or the app/jobs directory. Triggers …
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authent…
Comprehensive pytest testing skill for Python projects. Write efficient, maintainable tests with fixtures, parametrization, markers, mocking, and assertions. Use when: (1) Writing new tests for Python…
Guide on Git branch strategy, branch naming, and merge operations. Usage timing: creating branches, merging, Pull Requests, Git workflow issues. Keywords: branch, merge, PR, pull request, GitFlow, Git…
Autonomous TDD development loop with parallel agent swarm, category evolution, and convergence detection. Use when running autonomous game development, quality improvement loops, or comprehensive code…
Use only when creating/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failed or flaky tests, adding coverage/sanitizers.
This skill should be used when the user asks to "learn this codebase", "give me a codebase overview", "onboard me to this project", "explain the architecture", or mentions keywords related to understa…
Master software architect specializing in modern architecture
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bu…
You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, assess…
Analyze bugs, present repair options, then implement and verify the user-selected fix path.
Reviews lyrics against a quality checklist before Suno generation. Use before generating tracks to catch rhyme, prosody, pronunciation, and structural issues.