File Categorization FAQs

Question 1

What does the File Categorization skill do?

Accepted Answer

This skill analyzes your codebase to classify every file into a standardized eight-category taxonomy—including Source Code, Tests, Data, and AI Tooling—while automatically filtering out dependencies and build artifacts.

Question 2

How does this skill improve my AI development workflow?

Accepted Answer

By identifying misfiled resources and providing a clear project inventory, it ensures Claude has the correct context for every file, reducing errors caused by misplaced configuration or data files.

Question 3

When should I use this skill?

Accepted Answer

Use this skill when auditing new repositories, performing project cleanup, or helping Claude understand a complex directory structure before starting a major development task or code review.

Question 4

How does the categorization algorithm work?

Accepted Answer

It employs a four-phase analysis process: it first checks paths and extensions, then extracts YAML frontmatter, analyzes internal content structure, and finally uses keyword detection to provide a confidence-scored classification.

Question 5

Does it handle large projects with many dependencies?

Accepted Answer

Yes. It features a robust four-layer directory exclusion system that ignores 'node_modules', virtual environments, and patterns defined in your .gitignore to ensure token efficiency and fast processing.

File Categorization

Key Features

Use Cases

File Categorization

Key Features

Use Cases