documentation

Generate and review Python docstrings to enforce inline documentation standards.

57|18|Updated Jul 9, 2025

Search Tags:#code documentation #codebase maintenance #domain knowledge #inline documentation #Python docstrings

Ready to run

npx skills add https://github.com/mattmireles/kokoro-coreml --skill documentation-mattmireles

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: documentation
Source: https://github.com/mattmireles/kokoro-coreml/tree/main/.claude/skills/documentation
Command: npx skills add https://github.com/mattmireles/kokoro-coreml --skill documentation-mattmireles

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need for comprehensive inline code documentation that captures essential domain knowledge and constraints, aiding future developers in understanding the codebase without relying solely on the code itself.

Core Features & Use Cases

Documentation Enforcement: Enforces the repo's code documentation standards.
Domain Knowledge Capture: Ensures that critical domain knowledge is documented inline.
Use Case: When a PR review highlights missing or low-quality documentation, this Skill helps by providing guidelines and tools to improve the documentation.

Quick Start

Use the documentation skill to add Python docstrings to the function 'fetch_data()'.

Frequently Asked Questions about documentation

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

FAQPage Schema

How do I add Python docstrings to an existing function?▼

To add Python docstrings to an existing function, use this Skill to generate and review inline documentation, ensuring your code captures essential domain knowledge and constraints for future maintainability.

What is the best way to capture domain knowledge in a codebase?▼

Capturing domain knowledge in a codebase requires enforcing inline documentation standards. This Skill provides guidelines to document critical constraints directly within the code, reducing reliance on external explanations.

How do I enforce code documentation standards during a PR review?▼

You can enforce code documentation standards during a PR review by applying this Skill to identify missing or low-quality inline documentation and automatically generate the required Python docstrings.

Do I need Python to generate inline code documentation?▼

Yes, you need Python to generate inline code documentation with this Skill, as it specifically requires the Python language to process docstring generation and review for your codebase.

Why should I document constraints inline instead of in external files?▼

Documenting constraints inline ensures critical domain knowledge stays directly with the code itself. This improves overall code readability and maintainability, helping future developers understand context without checking separate files.