top-down-learning

What problem does it solve?

This Skill eliminates the struggle of understanding complex codebases, which often leads to slow onboarding, inefficient debugging, and difficulty contributing. It automates the process of exploring, documenting, and guiding users through a project's architecture, concepts, and modules, making learning efficient and tailored.

Core Features & Use Cases

• Structured Codebase Exploration: Automatically scans project structure, identifies patterns, and creates organized documentation in a .learning/ directory.
• Adaptive Guided Learning: Guides users through the codebase with explanations that adapt to their knowledge level and specific interests, ensuring optimal pace and depth.
• On-Demand Documentation Generation: Creates detailed concept, module, and learning path documentation incrementally as the user explores, preventing information overload.
• Use Case: A new developer joins a team and needs to quickly grasp a large, unfamiliar project. They can use this skill to generate an architectural overview, then be interactively guided through core components and concepts, significantly accelerating their onboarding and productivity.

Quick Start

Use the top-down-learning skill to help me understand this project. Start by documenting the architecture.