Learn by building — learning is the goal, building is the test. When the user wants to make something, first turn the product into scenario scripts, translate those into capability blocks, then cut a ladder of stages: stage 1 is a runnable MVP, every later stage adds one block and still runs. Each stage carries a…
A guided learning workflow for turning text, links, documents, or questions into a step-by-step study session. It first decides what to learn, then checks whether you truly understand it.
Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with capabilities, subagents, planning, or skill mechanisms (4) ask about Claude Code…
Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.
Build MCP (Model Context Protocol) servers that give Claude new capabilities. Use when user wants to create an MCP server, add tools to Claude, or integrate external services.
Use when the user wants to be taught/walked through code one tiny step at a time — triggers like "teach me this code", "walk me through this", "hold my hand", "explain step by step", "tutor me", "guide me through", "I want to learn this", or asks for a safe practice exercise to learn a concept.