Deep Code Analysis

Overview

Perform comprehensive code analysis returning structured findings. Since this runs in a forked context, explore extensively - only the final report returns to the main conversation.

Analysis Process

1. Scope Discovery

# Understand project structure
find . -type f -name "*.ts" | head -50
cloc . --exclude-dir=node_modules,dist,coverage --json 2>/dev/null || wc -l **/*.ts

2. Architecture Analysis

• Identify layers and boundaries (DDD patterns for Wythm)
• Map module dependencies
• Find circular dependencies or violations
• Check adherence to project patterns (backend/docs/project-structure.md)

3. Code Quality Metrics

• File sizes and complexity hotspots
• Test coverage gaps
• Code duplication patterns
• Naming consistency

4. Tech Debt Assessment

• TODO/FIXME comments
• Deprecated patterns
• Missing error handling
• Incomplete implementations

5. Git History Insights

# Most changed files (churn)
git log --format=format: --name-only | grep -v '^$' | sort | uniq -c | sort -rn | head -20

# Recent contributors
git shortlog -sn --since="3 months ago"

Output Format

Return a structured report:

# Code Analysis Report

**Scope**: [what was analyzed]
**Date**: [ISO date]

## Executive Summary
[2-3 sentence overview]

## Metrics
| Metric | Value |
|--------|-------|
| Total Files | X |
| Lines of Code | X |
| Test Coverage | X% |
| Tech Debt Items | X |

## Architecture Findings
### Strengths
- [finding]

### Concerns
- [finding with severity: HIGH/MEDIUM/LOW]

## Recommendations
1. [actionable recommendation]
2. [actionable recommendation]

## Detailed Findings
[expandable sections for each area]

Wythm-Specific Checks

For this project, also verify:

• DDD layer separation (domain → application → infrastructure)
• Prisma schema consistency
• NestJS module boundaries
• Service injection patterns
• Error handling with domain exceptions