A tutorial on building an AI agent that analyzes GitHub repositories and creates beginner-friendly tutorials is presented, leveraging the Pocket Flow framework. The project enables users to transform complex code into accessible explanations and visualizations, making it easier for newcomers to understand codebases. An online service is also available for generating tutorials without installation.