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understand-explain

Explain a code component's role, dependencies, and data flow using a knowledge graph.

Updated Apr 9, 2026
Search Tags:#architecture#debugging#documentation#code-analysis#knowledge-graph#explain
One-click install
npx skills add https://github.com/cookeyholder/django-devcontainer-template --skill understand-explain-cookeyholder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: understand-explain
Source: https://github.com/cookeyholder/django-devcontainer-template/tree/main/.agent/skills/understand-explain
Command: npx skills add https://github.com/cookeyholder/django-devcontainer-template --skill understand-explain-cookeyholder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provide a thorough, in-depth explanation of a specific code component.

Core Features & Use Cases

  • In-depth analysis of a file, function, or module within a codebase using a knowledge graph.
  • Documents the neighborhood, dependencies, and architectural context to aid comprehension.
  • Guides developers or AI agents in understanding complex code structures and data flow.

Quick Start

Provide the file path of the component you want explained.

Frequently Asked Questions about understand-explain

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

FAQPage Schema
How do I get an in-depth explanation of a specific function within a codebase?▼

An in-depth code explanation is generated by providing a component file path. It traverses a knowledge graph to summarize architectural context, dependencies, and data flow for files, functions, or modules.

What is a knowledge graph used for in code analysis and architecture documentation?▼

A knowledge graph in code analysis maps connected edges between components. It enables traversal of structural relationships to document dependencies and understand complex architectural behavior.

Can I use this to trace data flow and dependencies for a specific module?▼

Yes, you can trace data flow and dependencies for a specific module. It traverses connected edges in the knowledge graph JSON to map relationships and contextual behavior.

Do I need a knowledge graph JSON to analyze my code components?▼

Yes, a knowledge graph JSON is required to analyze code components. The Skill relies on traversing connected edges within this JSON structure to explain dependencies and architectural context.

What is the best way to document the neighborhood and context of a complex file?▼

The best way to document a complex file's neighborhood is using a knowledge graph. It traverses connected edges to map and summarize the component's contextual relationships and architectural dependencies.

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