research_codebase_nt

Document existing codebase architecture and functionality into structured markdown.

4|Updated Jan 15, 2026
One-click install
npx skills add https://github.com/visualitypl/visuality-humanlayer --skill research-codebase-nt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research_codebase_nt
Source: https://github.com/visualitypl/visuality-humanlayer/tree/main/.github/skills/research_codebase_nt
Command: npx skills add https://github.com/visualitypl/visuality-humanlayer --skill research-codebase-nt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the need for objective, factual documentation of a codebase without subjective analysis or recommendations, providing a clear understanding of existing architecture and functionality.

Core Features & Use Cases

  • Codebase Documentation: Creates detailed, factual documentation of code structure, components, and interactions.
  • Objective Analysis: Focuses solely on describing what exists, how it works, and where it is located, avoiding any form of evaluation or suggestion for improvement.
  • Use Case: A new developer joins a project and needs to understand a specific module's implementation. They can use this Skill to get a clear, unbiased map of the module's files, functions, and their relationships.

Quick Start

Use the research_codebase_nt skill to document the authentication flow in the codebase.

Frequently Asked Questions about research_codebase_nt

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

FAQPage Schema
How do I document an existing codebase architecture for onboarding?

To document an existing codebase architecture for onboarding, you can generate factual markdown files describing code structure, component interactions, and implementation details without adding subjective evaluations or recommendations.

What is the best way to create knowledge transfer documentation for a software project?

The best way to create knowledge transfer documentation is to synthesize the codebase into structured markdown, mapping out component interactions and implementation details objectively to facilitate clear understanding.

Can I analyze a codebase without getting refactoring recommendations?

Yes, you can analyze a codebase without receiving refactoring recommendations by using an objective documentation approach that focuses solely on describing what exists, how it works, and where it is located.

How to map component interactions and implementation details in a codebase?

To map component interactions and implementation details in a codebase, execute parallel agents for comprehensive research and synthesize their findings into structured markdown documents for clear knowledge transfer.

Does codebase documentation work for understanding specific modules?

Yes, codebase documentation works for understanding specific modules by providing an unbiased map of the module's files, functions, and their relationships for new developers joining a project.