zoom-out

Map relevant modules and their callers using domain glossary vocabulary.

Updated Aug 27, 2026

Search Tags:#debugging #refactoring #abstraction #code comprehension #architecture mapping #module callers

Ready to run

npx skills add https://github.com/kileroppo/AI-Coding-Guidance-Skills --skill zoom-out-kileroppo

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: zoom-out
Source: https://github.com/kileroppo/AI-Coding-Guidance-Skills/tree/main/skills/zoom-out
Command: npx skills add https://github.com/kileroppo/AI-Coding-Guidance-Skills --skill zoom-out-kileroppo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The zoom-out skill helps you rapidly understand unfamiliar code by reframing the task at a higher level of abstraction so you can see how modules and call paths fit together.

Core Features & Use Cases

Broader Context & Abstraction: Turns “I don’t know this code” into an architectural perspective that clarifies intent and boundaries.
Module and Caller Mapping: Produces a map of relevant modules and their callers to support fast orientation and safer changes.
Domain-Glossary Vocabulary: Uses the project’s domain glossary vocabulary to keep explanations consistent and actionable for the team.
Use Case: When you inherit a subsystem and need to modify it confidently, start with a zoomed-out map to identify the key entry points and integration points before diving into details.

Quick Start

Ask the AI to use zoom-out to explain the current codebase at a higher abstraction level by mapping the relevant modules and their callers with the project’s glossary vocabulary.

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 unfamiliar code for onboarding?▼

Mapping unfamiliar code at a higher abstraction level clarifies architectural boundaries and intent. It produces a map of relevant modules and their callers, helping you identify key entry points and integration points during onboarding before diving into implementation details.

What is the best way to identify module callers before refactoring?▼

Identifying module callers before refactoring requires mapping call paths and dependency flow. This skill produces an abstraction map using the project's domain glossary vocabulary, ensuring your refactoring boundaries remain consistent and actionable for the team.

How does architectural mapping help with debugging entry points?▼

Architectural mapping helps with debugging entry points by providing a zoomed-out perspective of the codebase. It identifies how modules and call paths fit together, allowing you to trace dependency flow and locate the origin of issues without getting lost in implementation details.

Can I use domain glossary vocabulary to explain code comprehension tasks?▼

You can use domain glossary vocabulary to explain code comprehension tasks by producing an abstraction map. This skill specifically utilizes the project's glossary terms to keep architectural explanations consistent, actionable, and aligned with the team's shared language.

Do I need any dependencies to map module callers in an existing codebase?▼

You do not need any dependencies to map module callers in an existing codebase. The skill operates without external dependencies, directly analyzing the provided code to generate the architectural perspective and dependency flow needed for planning feature changes.