Design e Frontend

Coach e auditor especialista em design instrucional, com foco em eLearning, desenvolvimento de currículo, ferramentas de autoria e tecnologias de aprendizagem.

This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution. NOT for agent memory or persistence (use memory-systems), NOT for tool design or tool interfaces (use tool-design), NOT fo

Analyzes React components for performance, accessibility, and modern hook usage.

Use when a task requires 5+ steps, multiple file changes, or cross-session progress tracking. Auto-activates for complex multi-step work.

Design formal knowledge models — classes, properties, relationships, hierarchies, and semantic graphs — for knowledge representation and reasoning. Use when the user asks to build an ontology, design a knowledge graph, model entity relationships formally, define class hierarchies, create a taxonomy for semantic reasoning, or structure data for RDF/OWL. NOT for CMS content types, editorial workflow

Design production-grade REST, GraphQL, gRPC, and Python library APIs with correct schemas, error contracts, auth, and versioning. Use when the user asks to design an API, define endpoints, create an OpenAPI/Swagger spec, design a GraphQL schema, build a gRPC service, model request/response with Pydantic, add pagination, or review API contracts. NOT for building MCP server tools (use mcp-server). N

This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces. NOT for building MCP servers or MCP protocol implementation (use mcp-server), NOT for multi-agent coordination or agent handoffs (use multi-agent

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.

Design a product value proposition using the Value Proposition Canvas (jobs, pains, gains, pain relievers, gain creators) and the Kano model. Use when the user asks to write a value proposition, map pains and gains to product features, apply VPC, distinguish basic/performance/delighter features (Kano), or articulate why a product matters to a specific customer. NOT for marketing copy or microcopy

Guidance for designing, auditing, and improving context supplied to LLM agents, prompts, tools, RAG/MCP servers, and multi-agent systems. Use when the task involves context selection, prompt or agent architecture, tool descriptions, retrieval context, memory, compaction, autonomy, or evaluation of LLM behavior.

Guia de configuração interativo para o Sonos Last.fm Scrobbler. Ele instala o pacote, configura as credenciais do Last.fm e um daemon persistente no Linux, macOS ou Windows para que seus alto-falantes Sonos enviem automaticamente as reproduções para o Last.fm.

React-specific development patterns including hooks (useState, useEffect, useReducer, useContext), component architecture, state management, shadcn/ui integration, JSX/TSX, React testing, and Bulletproof React auditing. NOT for Next.js routing, SSR, or server components (use nextjs-development). NOT for CSS design systems, Tailwind utilities, or accessibility patterns (use frontend-design).