code-summarizer

Generate structured paper-style overviews of code projects with YAML frontmatter.

1|Updated Jul 14, 2026
One-click install
npx skills add https://github.com/TzJ2006/gadget --skill code-summarizer-tzj2006
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-summarizer
Source: https://github.com/TzJ2006/gadget/tree/main/skills/summarize
Command: npx skills add https://github.com/TzJ2006/gadget --skill code-summarizer-tzj2006

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This tool generates a structured, paper-style overview for code projects, saving time by distilling complex codebases into readable summaries for teammates, managers, and external readers.

Core Features & Use Cases

  • Structured six-section reports: Highlights, Introduction, Architecture, Implementation, Results, and Future Work tailored to codebases.
  • Audience-aware output: Adapts depth and focus for perspectives such as self, coworker, user, or display.
  • Workflow-driven: Works from a target directory or single file and supports optional deployment to Hugo.

Quick Start

Invoke the /code-summarize command to generate a paper-style overview for your codebase.

Frequently Asked Questions about code-summarizer

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

FAQPage Schema
How do I generate a paper-style architecture overview for my codebase?

To generate a paper-style architecture overview, invoke the /code-summarize command on your target directory. It distills complex codebases into a structured six-section report covering Highlights, Introduction, Architecture, Implementation, Results, and Future Work.

Can I adapt code project documentation for different audiences like coworkers or users?

Yes, audience adaptation is built into the code summarization process. You can adapt the output depth and focus for different audiences, including perspectives tailored for yourself, a coworker, an end user, or a display presentation.

What is the best way to summarize a large codebase for quick comprehension?

The best way to summarize a large codebase for quick comprehension is using a structured code summarizer. It reads your target directory and generates a paper-style overview, highlighting key sections and architecture for fast understanding.

Does the code summarizer support deployment to Hugo or other static site generators?

Yes, the code summarizer supports optional deployment to Hugo. It generates structured markdown output that serves as an entry point, allowing you to easily publish the paper-style code overview to Hugo or similar static site platforms.

Can I summarize a single file or do I need a full project directory?

You can summarize either a single file or a full project directory. The code summarization workflow is flexible and works from a target directory or an individual file, adapting the paper-style output to the provided scope.

When should I use an automated code summarizer instead of writing documentation manually?

You should use an automated code summarizer when you need to save time distilling complex codebases into readable summaries. It is ideal for quickly generating structured documentation for teammates, managers, and external readers.