learn

Analyze a codebase for architecture, conventions, dependencies, and data flow.

Updated Jun 21, 2026

Search Tags:#codebase analysis #project onboarding #knowledge extraction #architecture detection #convention analysis

Ready to run

npx skills add https://github.com/apexradius/agentic-os --skill learn-apexradius

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/apexradius/agentic-os/tree/main/skills/learn
Command: npx skills add https://github.com/apexradius/agentic-os --skill learn-apexradius

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps quickly understand a new project or onboard onto a current project by automatically analyzing the codebase and extracting key knowledge.

Core Features & Use Cases

Comprehensive Analysis: Extracts architecture, conventions, dependencies, and data flow.
Knowledge Base Creation: Generates a docs/CODEBASE.md with project insights.
Use Case: When joining a new project, quickly gather important details and gain an overview without digging through documentation or source code.

Quick Start

Analyze the project at '/path/to/project' and extract knowledge with the learn skill.

Frequently Asked Questions about learn

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

FAQPage Schema

How do I analyze a codebase for architecture and conventions when onboarding to a new project?▼

To analyze a codebase for architecture and conventions, this Skill automatically extracts dependencies, data flow, and project insights, generating a comprehensive knowledge base. This minimizes manual analysis and accelerates project onboarding without requiring you to read source code manually.

What is the best way to extract knowledge and generate documentation from an existing codebase?▼

The best way to extract knowledge from an existing codebase is to run an automated analysis that detects architecture and conventions to create a `docs/CODEBASE.md` file. This generated document provides a comprehensive overview of project insights, dependencies, and data flow.

Can I automatically detect data flow and dependencies without manually reading source code?▼

Yes, you can automatically detect data flow and dependencies without manually reading source code. The analysis process scans the project structure to extract key knowledge, generating a comprehensive knowledge base that highlights architectural details and conventions.

Does this codebase analysis approach require any external dependencies or specific environment setup?▼

This codebase analysis approach requires no external dependencies to function. It operates independently using internal scripts to analyze project architecture and conventions, allowing you to extract knowledge and generate documentation with a single command.

How long does it take to generate a project knowledge base for a large existing codebase?▼

Generating a project knowledge base for a large existing codebase is designed to be a quick automated process. By running a single command, it analyzes architecture and data flow rapidly, though exact duration scales with the total size and complexity of the project files.

Why should I use automated codebase analysis instead of manually digging through project documentation?▼

Automated codebase analysis should be used instead of manual digging because it extracts architecture, conventions, and dependencies directly from the source. It generates a comprehensive knowledge base, providing an accurate overview without relying on potentially outdated documentation.