analyze

Analyzes codebase architecture, dependencies, and hotspots using Search, Read, oracle, and mermaid.

Updated Jan 11, 2026

Search Tags:#architecture #debugging #refactoring #codebase #visualization #AI-assisted #analyze

Ready to run

npx skills add https://github.com/masrurimz/amp-sisyphus --skill analyze-masrurimz

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analyze
Source: https://github.com/masrurimz/amp-sisyphus/tree/main/skills/analyze
Command: npx skills add https://github.com/masrurimz/amp-sisyphus --skill analyze-masrurimz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams understand complex codebases by applying AI-driven analysis to reveal architecture, dependencies, and hotspots. It enables efficient debugging, refactoring planning, and architectural reviews across large codebases.

Core Features & Use Cases

AI-assisted discovery of module boundaries, dependencies, and data flows.
Phase-based analysis using Search, Read, oracle, and mermaid for visualization.
Use Case: when preparing for a major refactor or investigating a performance issue in a multi-module system.

Quick Start

Run a targeted analysis by invoking the analyze skill on a module to start discovery, deep read, expert analysis, and visualization workflow.

Frequently Asked Questions about analyze

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

FAQPage Schema

How do I analyze complex codebases to discover module boundaries and dependencies?▼

AI-assisted codebase analysis reveals module boundaries, dependencies, and data flows by applying phase-based discovery and deep read operations. It targets specific modules to produce actionable findings for architectural reviews and refactoring preparation.

What is the best way to visualize architecture and data flows before a major refactor?▼

Visualizing architecture for refactoring is achieved by using mermaid to generate diagrams from deep code reads. This AI-assisted workflow discovers module structures and outputs visual representations of data flows and dependencies.

Can I use this AI-assisted analysis for investigating performance issues in a multi-module system?▼

Yes, AI-assisted analysis targets modules and files where deep investigation is required, such as performance tuning. It uses built-in tools like Search, Read, and oracle to discover hotspots and expert review findings in multi-module systems.

How does AI-driven analysis help with debugging complex codebases?▼

AI-driven analysis assists debugging by applying targeted discovery and expert review to complex codebases. It uses Search, Read, oracle, and mermaid to investigate modules, identify hotspots, and produce documentation of the findings.

Do I need specific tools to perform AI-assisted module analysis?▼

AI-assisted module analysis relies on Amp's built-in tools, specifically Search, Read, oracle, and mermaid. These tools execute the phase-based workflow of discovery, deep reading, expert analysis, and visualization without external dependencies.