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codebase-analysis
by aiskillstore
Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
⭐ 102🍴 3📅 Jan 23, 2026
SKILL.md
name: codebase-analysis description: "Patterns and techniques for analyzing brownfield codebases. Use when onboarding to unfamiliar code, preparing for refactoring, conducting architecture reviews, or identifying technical debt."
Codebase Analysis Skill
Systematically explore and understand existing codebases, including entry point discovery, dependency tracing, pattern detection, and technical debt identification.
Variables
| Variable | Default | Description |
|---|---|---|
| ANALYSIS_DEPTH | standard | quick (5min), standard (30min), deep (1hr+) |
| OUTPUT_FORMAT | markdown | markdown, json, c4 |
| INCLUDE_DEBT | true | Include technical debt assessment |
| INCLUDE_DIAGRAMS | true | Generate C4 diagrams |
Instructions
MANDATORY - Follow the Workflow steps below in order. Do not skip steps.
- Start with entry points, not random files
- Trace dependencies before analyzing patterns
- Document findings as you go
Red Flags - STOP and Reconsider
If you're about to:
- Analyze random files without finding entry points first
- Make architectural claims without tracing dependencies
- Skip pattern detection before identifying anti-patterns
- Report technical debt without severity classification
STOP -> Read the appropriate cookbook file -> Follow the workflow -> Then proceed
Workflow
- Quick Assessment: Project size, structure, config files
- CHECKPOINT: Identify entry points (read
cookbook/entry-point-discovery.md) - Trace dependencies from entry points
- Detect architectural patterns
- CHECKPOINT: Verify pattern detection before anti-pattern search
- Identify anti-patterns and technical debt
- Document findings with C4 diagrams (if INCLUDE_DIAGRAMS)
Cookbook
Entry Point Discovery
- IF: Starting analysis of unfamiliar codebase
- THEN: Read
cookbook/entry-point-discovery.md - RESULT: List of main entry points by framework
Dependency Tracing
- IF: Need to understand how modules connect
- THEN: Read
cookbook/dependency-tracing.md - RESULT: Import chains, dependency graph
Pattern Detection
- IF: Need to identify architectural style
- THEN: Read
cookbook/pattern-detection.md - RESULT: Identified patterns (MVC, Layered, etc.)
Technical Debt Identification
- IF: Assessing code quality and debt
- THEN: Read
cookbook/debt-identification.md - RESULT: Prioritized debt inventory
Quick Reference
Entry Points by Stack
| Stack | Look For |
|---|---|
| Node.js | package.json main/bin, index.js, server.js |
| TypeScript | tsconfig.json, src/index.ts |
| Python | __main__.py, app.py, wsgi.py |
| Go | main.go, cmd/*/main.go |
| React | src/index.tsx, pages/_app.tsx |
See reference/framework-patterns.md for complete list.
Common Patterns
| Pattern | Directory Signs |
|---|---|
| MVC | models/, views/, controllers/ |
| Layered | presentation/, business/, data/ |
| Hexagonal | domain/, ports/, adapters/ |
| Microservices | services/*/, packages/*/ |
Output
Standard Report Format
# Codebase Analysis: [Project Name]
## Overview
- **Size**: X files, Y lines
- **Primary Language**: TypeScript
- **Framework**: Next.js
- **Architecture**: [Pattern]
## Entry Points
1. `src/pages/_app.tsx` - Application root
2. `src/api/` - API routes
## Key Dependencies
- [External deps list]
## Architecture Diagram
[C4 diagram if INCLUDE_DIAGRAMS]
## Technical Debt (if INCLUDE_DEBT)
| Issue | Severity | Location |
|-------|----------|----------|
| ... | High | ... |
Score
Total Score
60/100
Based on repository quality metrics
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