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understand-chat

Generate interactive knowledge graphs from JSON codebase data for analysis.

1|Updated Apr 18, 2026
Search Tags:#knowledge graph#code navigation#codebase analysis#developer tool#visual analysis
One-click install
npx skills add https://github.com/4shil/Docode --skill understand-chat-4shil
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: understand-chat
Source: https://github.com/4shil/Docode/tree/main/docode/skills/understand-chat
Command: npx skills add https://github.com/4shil/Docode --skill understand-chat-4shil

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill solves the problem of understanding complex codebases by providing an interactive knowledge graph that can answer questions and visualize relationships.

Core Features & Use Cases

  • Interactive Knowledge Graph: Visualize relationships between files, functions, classes, and modules.
  • Codebase Questions: Ask questions about the codebase and get detailed answers using the knowledge graph.
  • Search & Analysis: Efficiently search and analyze the codebase to find relevant information.
  • Use Case: If you need to understand the flow of a certain function or module within a large codebase, this skill can help you visualize its connections and dependencies.

Quick Start

Use the /understand-chat <query> command to ask questions about the codebase.

Frequently Asked Questions about understand-chat

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

FAQPage Schema
How can I visualize relationships between files and modules in a large codebase?▼

You can visualize codebase relationships by generating an interactive knowledge graph from JSON data. This graph maps connections between files, functions, classes, and modules to help you navigate complex code structures.

How do I analyze a complex codebase to understand the flow of a specific function?▼

To analyze function flow, use the /understand-chat <query> command to ask questions about your codebase. The interactive knowledge graph processes your query to visualize the function's dependencies and connections.

What is a knowledge graph for codebase analysis and when do I need it?▼

A codebase knowledge graph is a JSON-based representation of code relationships that enables interactive visual analysis. You need it when navigating complex codebases to understand dependencies between files, functions, classes, and modules.

Do I need a specific file format to generate an interactive codebase knowledge graph?▼

Yes, codebase knowledge graph generation requires a well-structured knowledge graph file and JSON processing capabilities. The interactive visualization depends on this JSON data to map and query code relationships accurately.

Can I search and analyze code dependencies across multiple modules using a knowledge graph?▼

Yes, you can search and analyze code dependencies across modules using the interactive knowledge graph. It allows you to efficiently find relevant information and visualize connections within complex codebases.

What are the limitations of using JSON knowledge graphs for codebase navigation?▼

JSON knowledge graph navigation depends entirely on a well-structured input file and JSON processing capabilities. It does not dynamically parse source code, so visual analysis is limited to the data explicitly defined in the graph.

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