Deep Dive Analysis Skill

Overview

This skill combines mechanical structure extraction with Claude's semantic understanding to produce comprehensive codebase documentation. Unlike simple AST parsing, this skill captures:

• WHAT the code does (structure, functions, classes)
• WHY it exists (business purpose, design decisions)
• HOW it integrates (dependencies, contracts, flows)
• CONSEQUENCES of changes (side effects, failure modes)

Capabilities

Mechanical Analysis (Scripts):

• Extract code structure (classes, functions, imports)
• Map dependencies (internal/external)
• Find symbol usages across the codebase
• Track analysis progress
• Classify files by criticality