One-click install
npx skills add https://github.com/ari-ayvazyan/AISkills --skill zoom-out-ari-ayvazyan
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: zoom-out
Source: https://github.com/ari-ayvazyan/AISkills/tree/main/skills/zoom-out
Command: npx skills add https://github.com/ari-ayvazyan/AISkills --skill zoom-out-ari-ayvazyan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides a quick, high-level understanding of how a code area fits into the broader system by mapping modules and their callers.

Core Features & Use Cases

  • High-level architectural mapping: visualize modules, their callers, and data flow at a glance.
  • Scope adaptability: works for unfamiliar code, large codebases, or evolving architectures.
  • Real-world use case: when debugging a complex feature, generate a map showing dependencies and entry points to guide exploration.

Quick Start

Ask the agent to generate a high-level map of the current code area showing 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 generate a high-level architecture map for an unfamiliar codebase?

To generate a high-level architecture map, identify the current code area and extract a concise overview of its modules, callers, and dependency graphs. This visual system map provides quick navigation and contextual understanding of how different sections interact and fit into the broader system.

What is the best way to understand callers and module dependencies in a large codebase?

Understanding callers and module dependencies requires mapping out data flow and entry points within the specific code area. By generating an architecture-focused overview, you can visualize relationships and track how different components interact across the system to guide your exploration.

Can I use code understanding tools to navigate evolving architectures?

Yes, code understanding tools can navigate evolving architectures by adapting to the current scope and generating a high-level system map. This approach highlights modules, callers, and domain glossary terms to maintain context during structural changes and guide quick navigation.

How do I trace data flow and entry points when debugging a complex feature?

To trace data flow and entry points when debugging, generate a high-level map of the current code area showing modules and their callers. This architectural overview identifies dependencies and entry points to guide your exploration and pinpoint root causes.

Does architectural mapping work for small isolated scripts or only large codebases?

Architectural mapping is designed for unfamiliar code, large codebases, or evolving architectures where context and relationships matter. While it works for small scripts, the high-level overview provides the most value when navigating complex module and caller dependencies across broader systems.