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research-codebase

Document existing codebases with architecture, patterns, and data flows.

1|Updated Jan 31, 2026
Search Tags:#architecture#software engineering#documentation#data flow#codebase analysis#code documentation
One-click install
npx skills add https://github.com/charly-vibes/wai --skill research-codebase-charly-vibes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-codebase
Source: https://github.com/charly-vibes/wai/tree/main/.agents/skills/research-codebase
Command: npx skills add https://github.com/charly-vibes/wai --skill research-codebase-charly-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users understand and document existing codebases by providing detailed explanations of architecture, patterns, and data flows without suggesting improvements.

Core Features & Use Cases

  • Codebase Documentation: Generates comprehensive documentation for any given codebase.
  • Architecture Explanation: Details the structure, patterns, and conventions used.
  • Data Flow Mapping: Illustrates how data moves through the system.
  • Use Case: A new developer joins a project and needs to quickly understand a complex module. They use this Skill to get a clear, documented overview of how it works, where its components are located, and how data flows through it.

Quick Start

Use the research-codebase skill to document the authentication flow in the project.

Frequently Asked Questions about research-codebase

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

FAQPage Schema
How do I document an existing codebase and map its data flow?▼

To document a codebase, you can generate detailed explanations of its architecture, patterns, and data flows. This process provides precise file and line references to help you understand component relationships and system structure.

What is the best way to explain software architecture to new developers?▼

Explaining software architecture involves detailing structural patterns, conventions, and component relationships within the project. It focuses on objective descriptions of how the system is built and how data moves through it without suggesting changes.

Can I use this to map data flow and component dependencies in a complex project?▼

Yes, mapping data flow and component dependencies is supported. It illustrates how data moves through the system and details configuration, error handling, and dependencies using precise file and line references for objective understanding.

Does this codebase analysis provide suggestions for improving the code?▼

No, this codebase analysis focuses strictly on objective description rather than evaluation or suggestion. It details existing architecture, patterns, and data flows to help you understand how the code currently functions without recommending changes.

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