repo-walkthrough

What problem does it solve?

Users often struggle to understand unfamiliar codebases, especially when their expertise level does not align with the repo's complexity, leading to wasted time, misaligned work, and slow onboarding for new team members.

Core Features & Use Cases

• Calibrated Explanations: Adjusts vocabulary and depth from beginner-friendly analogies to expert-level technical details based on your specified simplicity level.
• Critical Flow Tracing: Walks through 3-5 core code paths end-to-end, referencing specific files and line ranges to ground all explanations in actual code.
• Interactive Learning: Pauses after each flow to check your understanding, and dives deeper into specific areas you want to explore.
• Use Case: A new engineer can get a novice-level overview of a monorepo's structure in minutes, while a senior developer can request a pro-level deep dive into the authentication flow to identify optimization opportunities.

Quick Start

Use the repo-walkthrough skill to explain how this codebase works at a beginner level, pausing after each core flow to check if I understand.