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Patterns for multi-agent systems including orchestrator, pipeline, consensus, delegation, supervisor, and swarm patterns. Use when the user is building multi-agent workflows, coordinating multiple AI agents, implementing agent delegation or supervision, or designing systems where agents collaborate on complex tasks.

Crie videoclipes musicais reativos ao áudio, sincronizando clipes de vídeo existentes com batidas, inícios ou conteúdo espectral de uma faixa de áudio, gerando respostas visuais dinâmicas e edições de corte rápido.

Apply safe, idiomatic Go concurrency patterns with goroutines and channels. Use when the user works with goroutines, channels, sync primitives, context cancellation, worker pools, fan-in/fan-out, select statements, or asks about concurrent Go programming and avoiding race conditions.

Guide pull request creation, review process, CI gates, and merge strategies. Use when the user creates a PR, asks about PR templates, review workflows, CODEOWNERS setup, or merge strategies. Apply when running gh pr create.

Use para dados públicos e somente leitura de ações ou mercado da TossInvest/토스증권 visíveis em tossinvest.com, incluindo a reverificação desses endpoints web públicos.

Test organization, fixtures, factories (factory_boy/faker), test isolation, database cleanup, and test configuration. Use when the user is setting up a test suite, organizing test files, creating test fixtures, or dealing with test isolation issues.

Use when writing libGDX Java/Kotlin code that runs without a display — dedicated game servers, CI/testing of non-rendering logic, procedural generation at build time, or headless simulation. Use when asking about HeadlessApplication, HeadlessApplicationConfiguration, updatesPerSecond, or what libGDX APIs work without OpenGL.

创建高质量 MCP（模型上下文协议）服务器的指南，使 LLM 能够通过精心设计的工具与外部服务交互。在构建 MCP 服务器以集成外部 API 或服务时使用，无论是 Python（FastMCP）还是 Node/TypeScript（MCP SDK）。

Guide for writing Docker Compose files with services, networks, volumes, health checks, and environment management. Use when the user creates or modifies docker-compose.yml, asks about multi-container setups, local development environments, or service orchestration. Trigger whenever Docker Compose, multi-container, or local dev environment is mentioned.

Automatize tarefas do Apilio via Rube MCP (Composio). Sempre busque primeiro as ferramentas para os esquemas atuais.

Automate SimilarWeb tasks via Rube MCP (Composio): website traffic, rankings, and digital market intelligence. Always search tools first for current schemas.

Patterns for running independent tasks in parallel using multiple tool calls and Agent invocations. Use when the user has multiple independent operations, asks about fan-out/fan-in, or wants to speed up multi-step workflows.