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code-walkthrough

Generate interactive HTML explainers with annotated code snippets for files, directories, PRs, or references.

7|Updated Mar 8, 2026
Search Tags:#code explanation#code documentation#codebase understanding#interactive artifact#newcomer onboarding
One-click install
npx skills add https://github.com/mkusaka/ccskills --skill code-walkthrough-mkusaka
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: code-walkthrough
Source: https://github.com/mkusaka/ccskills/tree/main/skills/code-walkthrough
Command: npx skills add https://github.com/mkusaka/ccskills --skill code-walkthrough-mkusaka

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill generates interactive explainer artifacts for code, making it easier for newcomers to understand complex codebases.

Core Features & Use Cases

  • Interactive Explainer: Generates a self-contained HTML page with explanations and annotated code snippets.
  • Targeted Artifacts: Can create artifacts for files, directories, PRs, or references.
  • Use Case: For a new project with a complex codebase, use this Skill to create an interactive explainer that helps new team members get up to speed quickly.

Quick Start

Generate an explainer for the 'src' directory using the code-walkthrough skill.

Frequently Asked Questions about code-walkthrough

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate an interactive explainer for a complex codebase?▼

To generate an interactive explainer for a complex codebase, you can create a self-contained HTML page featuring explanations and annotated code snippets. This helps newcomers understand files and directories quickly.

What is the best way to create an interactive code walkthrough for a PR?▼

The most effective way to create an interactive code walkthrough for a PR is to generate a targeted HTML artifact. This page includes detailed explanations and annotated code snippets designed to clarify references and changes.

How do I document source code for newcomer onboarding?▼

You can document source code for newcomer onboarding by creating interactive explainer artifacts. These self-contained HTML pages provide annotated code snippets and explanations targeting specific files or directories.

Does this code documentation approach work with specific files and directories?▼

Yes, this code documentation approach works by generating targeted artifacts for specific files, directories, PRs, or references. It outputs an HTML page with explanations and annotated code snippets for the targeted scope.

Can I create a codebase understanding artifact without external dependencies?▼

You can create a codebase understanding artifact without external dependencies. The generated explainer is a self-contained HTML page with explanations and annotated code snippets, requiring no additional libraries to view.

What is an interactive code explanation artifact?▼

An interactive code explanation artifact is a self-contained HTML page featuring explanations and annotated code snippets. It is designed to help newcomers understand complex codebases by targeting files, directories, PRs, or references.

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