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zoom-out

Generate a high-level abstraction map of modules and callers for unfamiliar code.

4|2|Updated Jun 20, 2026
Search Tags:#onboarding#code context#abstraction#codebase navigation#domain glossary#module mapping
One-click install
npx skills add https://github.com/saitarrun/devforge-ai --skill zoom-out-saitarrun
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: zoom-out
Source: https://github.com/saitarrun/devforge-ai/tree/main/skills/zoom-out
Command: npx skills add https://github.com/saitarrun/devforge-ai --skill zoom-out-saitarrun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

When working with unfamiliar sections of a codebase, it is easy to get stuck in low-level implementation details and lose sight of how the code fits into the larger project, leading to wasted time and unintended changes.

Core Features & Use Cases

  • High-level abstraction shift: Instructs the agent to move up a layer of abstraction to avoid getting bogged down in irrelevant low-level details.
  • Module and caller mapping: Generates a complete map of all relevant modules and their callers for the unfamiliar code area.
  • Glossary-aligned context: Uses the project's domain-specific vocabulary to ensure all context is consistent and easy to understand.
  • Use Case: If you are new to a codebase and need to modify the payment processing flow, use this skill to quickly get a full overview of all payment-related modules, their dependencies, and how they integrate with the rest of the system without manually tracing through hundreds of files.

Quick Start

Use the zoom-out skill to get a high-level map of all modules related to the user profile code I am currently reviewing.

Frequently Asked Questions about zoom-out

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

FAQPage Schema
How do I get big-picture code context for an unfamiliar codebase section?▼

To get big-picture code context, you can request a higher-level abstraction view that maps relevant modules and callers, reducing onboarding time and preventing incorrect code changes.

What is the best way to map module dependencies when onboarding to a new codebase?▼

Mapping module dependencies is best handled by generating a complete map of all relevant modules and their callers for the unfamiliar code area, ensuring consistent, glossary-aligned big-picture context.

How do I generate a domain glossary for unfamiliar code sections?▼

Generating a domain glossary for unfamiliar code sections involves using the project's domain-specific vocabulary to ensure all context is consistent and easy to understand.

Can I avoid getting bogged down in low-level implementation details when navigating an unfamiliar codebase?▼

You can avoid low-level implementation details by instructing the agent to move up a layer of abstraction, shifting focus to how the code fits into the larger project.

When do I need a module and caller map for codebase navigation?▼

You need a module and caller map when modifying unfamiliar flows, such as payment processing, to quickly see all related modules, dependencies, and system integrations without tracing files manually.

Does zoom-out work with existing project domain glossaries?▼

Yes, zoom-out uses the project's existing domain-specific vocabulary to ensure all generated context remains consistent and easy to understand.

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