mm-zoom-out

Analyze code areas and generate high-level mental models with detailed maps.

1|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/mikkeymoo/claude-solo --skill mm-zoom-out
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mm-zoom-out
Source: https://github.com/mikkeymoo/claude-solo/tree/main/mm-skills/mm-zoom-out
Command: npx skills add https://github.com/mikkeymoo/claude-solo --skill mm-zoom-out

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly get a high-level overview or a detailed systemic deep-dive of code areas to enhance understanding and navigate code effectively.

Core Features & Use Cases

  • High-Level Mapping: Visualize a project's architecture by understanding modules and their callers.
  • Systematic Exploration: In-depth exploration for understanding the data flow, key abstractions, gotchas, and gaps within specified code areas.
  • Use Case: When starting on an unfamiliar part of the codebase or trying to comprehend complex relationships, the 'mm-zoom-out' skill provides both breadth and depth to quickly understand the code area.

Quick Start

Activate the 'mm-zoom-out' skill to explore a section of the code and receive a high-level map, or use '--explore' to perform a systematic deep-dive.

Frequently Asked Questions about mm-zoom-out

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

FAQPage Schema
How do I get a high-level overview of an unfamiliar codebase?

To get a high-level overview of an unfamiliar codebase, you can generate a mental model of top-level files, routes, and modules. This mapping assesses data flow and key abstractions to quickly enhance your understanding of complex areas.

What is the best way to perform a systematic deep-dive into complex code?

A systematic deep-dive into complex code involves exploring data flow, key abstractions, gotchas, and gaps within specified areas. This in-depth exploration provides both breadth and depth to comprehend complex relationships effectively.

Can I analyze code architecture using Serena LSP instead of grep?

Yes, you can analyze code architecture using Serena LSP instead of grep. Utilizing Serena LSP over grep allows for more accurate navigation and mapping, returning a concise summary of the code area's structure and relationships.

How do I visualize a project's architecture by understanding modules and their callers?

To visualize a project's architecture by understanding modules and their callers, you generate a high-level map of the code area. This process assesses top-level files and data flow to provide a concise summary of structural relationships.

When do I need a code exploration tool for mental model generation?

You need a code exploration tool for mental model generation when starting on an unfamiliar part of the codebase or trying to comprehend complex relationships. It helps you quickly understand the code area by assessing data flow and key abstractions.