zoom-out

Maps a code area's modules and callers into a concise, contextual system overview using domain vocabulary.

Updated May 11, 2026
One-click install
npx skills add https://github.com/cloudofgeorge/AI-hands --skill zoom-out-cloudofgeorge
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: zoom-out
Source: https://github.com/cloudofgeorge/AI-hands/tree/main/skills/engineering/zoom-out
Command: npx skills add https://github.com/cloudofgeorge/AI-hands --skill zoom-out-cloudofgeorge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill helps teams understand how a code area fits into the broader system, reducing the time spent hunting for context and easing exploration of unfamiliar modules.

Core Features & Use Cases

  • Map a code area to a high-level system view, showing related modules and callers.
  • Provide a domain glossary oriented map to clarify terminology and relationships.
  • Use during onboarding, architecture reviews, or when reviewing unfamiliar code to quickly grasp the big picture.

Quick Start

Tell the agent to zoom out and provide a high-level map of the relevant modules and callers.

Frequently Asked Questions about zoom-out

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

FAQPage Schema
How do I get a high-level map of related modules and callers in an unfamiliar codebase?

To get a high-level map of an unfamiliar codebase, you need a tool that maps a specific code area to its broader system context. This Skill summarizes relevant modules, their callers, and key interactions using domain vocabulary to clarify relationships.

What is the best way to understand system context during an architecture review?

Understanding system context during an architecture review requires mapping how a code area fits into the broader system. This Skill produces a concise, structured view of modules and callers, clarifying terminology and relationships to ease exploration.

How do I map domain glossary terminology to module relationships for onboarding?

Mapping domain glossary terminology to module relationships requires a contextual map of the system. This Skill uses your project's domain vocabulary to generate a structured view of relevant modules, their callers, and key interactions for onboarding.

Do I need a domain glossary to map out codebase architecture and callers?

You need access to project module relationships or a domain glossary to map out codebase architecture and callers. This Skill requires this input to produce a concise, structured view of relevant modules, their callers, and key interactions.

Can I use this approach to explore unfamiliar code sections without deep module knowledge?

Yes, you can explore unfamiliar code sections without deep prior module knowledge. This Skill reduces time spent hunting for context by producing a high-level contextual map of modules and callers using domain vocabulary.

What are the limitations of using a module-map for system context exploration?

A module-map for system context exploration is limited by its requirement for existing project module relationships or a domain glossary. Without this input, the Skill cannot generate a structured view of relevant modules and their callers.