When is the best time to use this skill?

It is most effective when starting work on a new project, performing a high-level code review, or planning significant architectural changes to a codebase.

Can I choose the depth of the analysis?

Yes, you can select between Quick (30-second summary), Standard (full analysis with recommendations), or Deep (exhaustive analysis with detailed metrics) modes.

What output formats are supported?

The skill can generate human-readable Markdown reports for developers or structured JSON files for integration with other automation tooling.

Does it modify my source code?

No, this skill is strictly analytical and focuses on discovery. It generates report files and suggests next steps but does not change your existing code.

What does the Project Codebase Analyzer do?

It performs an automated scan of your repository to identify frameworks, architectural patterns, and code quality issues, providing a comprehensive report for better project understanding.

Project Codebase Analyzer

Name: Project Codebase Analyzer
Author: jrc1883

byjrc1883

•

Developer Tools

Analyzes unfamiliar codebases to map architecture, detect patterns, and identify improvement opportunities automatically.

The Project Codebase Analyzer is a comprehensive diagnostic tool for Claude Code designed to accelerate developer onboarding and architectural audits. By scanning directory structures, dependency trees, and coding patterns, it generates detailed reports on technology stacks, code quality, and testing coverage. Whether you are stepping into a legacy project or performing a security review, this skill provides the necessary context to make informed development decisions without manual file-by-file exploration, offering actionable recommendations for project-specific tools and improvements.

Key Features

01Automated technology stack detection for frontend, backend, and database layers

02Dual output formats providing human-readable Markdown and machine-readable JSON

03Architectural pattern recognition including state management and API design

045 GitHub stars

05Multi-level analysis depth ranging from 30-second summaries to exhaustive metrics

06Comprehensive health reporting on linting, TypeScript strictness, and test coverage

Use Cases

01Onboarding to an unfamiliar or legacy codebase to understand entry points and patterns

02Performing an architectural audit before initiating a major refactoring effort

03Generating automated project documentation and dependency security reports

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jrc1883/popkit-claude pop-analyze-project

For use in Claude.ai and ChatGPT

Download Skill