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explore-codebase

Map codebase relationships between functions, classes, and modules using knowledge graph tools.

Updated May 3, 2026
Search Tags:#architecture#refactoring#codebase#analysis#navigation#graph
One-click install
npx skills add https://github.com/skogai/marketplace --skill explore-codebase-skogai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: explore-codebase
Source: https://github.com/skogai/marketplace/tree/main/.claude/skills/explore-codebase
Command: npx skills add https://github.com/skogai/marketplace --skill explore-codebase-skogai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the difficulty of understanding large, unfamiliar codebases by providing a structured, graph-based approach to navigation and relationship mapping.

Core Features & Use Cases

  • Architecture Mapping: Visualize high-level community structures and module dependencies.
  • Relationship Tracing: Identify callers, callees, and import chains to understand how code components interact.
  • Use Case: When tasked with refactoring a legacy module, use this skill to map all dependent functions and execution flows to ensure changes do not break existing functionality.

Quick Start

Use the explore-codebase skill to generate a high-level architecture overview of the current project.

Frequently Asked Questions about explore-codebase

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

FAQPage Schema
How do I map architecture and trace execution paths in an unfamiliar codebase?▼

To map architecture in an unfamiliar codebase, you can use graph-based navigation to trace execution paths and identify relationships between functions, classes, and modules. This visualizes high-level community structures and module dependencies for easier analysis.

What is the best way to identify callers and callees before refactoring a legacy module?▼

The best way to identify callers and callees before refactoring is to trace relationship chains and execution flows using a codebase knowledge graph. This ensures you map all dependent functions to prevent breaking existing functionality during changes.

Do I need code-review-graph MCP tools to analyze codebase structures?▼

Yes, you need integration with code-review-graph MCP tools to analyze codebase structures efficiently. These tools enable the semantic searches and graph queries required to map relationships between modules and trace execution paths.

Can I visualize high-level module dependencies for code review and debugging?▼

Yes, you can visualize high-level module dependencies for code review and debugging by leveraging knowledge graph tools. This maps architectural dependencies and traces how code components interact, facilitating easier navigation of complex structures.

How does a graph-based approach help with codebase navigation compared to manual searching?▼

A graph-based approach helps with codebase navigation by mapping relationships between functions, classes, and modules instead of relying on manual text searches. It traces import chains and execution paths to provide a structured overview of architectural dependencies.

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