What programming languages does this skill support?

The skill includes specific analysis frameworks and commands for Node.js/TypeScript, Python, Go, and Rust, though its general architectural principles can be applied to any codebase.

How does it help with developer onboarding?

It systematically identifies entry points, core modules, and data flow patterns, specifically answering onboarding questions about local setup, project structure, and deployment processes.

Can it detect security vulnerabilities or code smells?

Yes, it specifically audits for 'Red Flags' such as outdated dependencies, missing gitignore files, deep nesting, and lack of type safety or CI/CD pipelines.

Does it provide a summary of project health?

Yes, it generates a Project Health Score (X/20) based on four key pillars: Documentation, Testing, Code Quality, and DevOps maturity.

How long does a full analysis take?

The framework is designed to provide a comprehensive high-level overview in approximately 20-30 minutes of systematic analysis.

Project Architecture Analysis

Name: Project Architecture Analysis
Author: mjohnson518

bymjohnson518

•

Aprendizaje y Documentación

Analyzes and audits codebase structure, dependencies, and architectural patterns to accelerate developer onboarding and technical discovery.

The Project Architecture Analysis skill provides a systematic framework for understanding unfamiliar codebases across multiple ecosystems including Node.js, Python, Go, and Rust. It automates the discovery of project structure, dependency health, architectural layers, and design patterns, producing a comprehensive health report and onboarding guide. By evaluating code quality indicators and identifying potential red flags like missing tests or outdated dependencies, it helps developers quickly gain a high-level mental map of any repository before beginning implementation or refactoring.

Características Principales

01Automated architecture mapping to identify entry points, services, and data flow

02Comprehensive project health scoring across documentation, testing, and DevOps categories

03Automated red-flag detection for security risks, missing types, and maintenance burdens

04Multi-language support for Node.js, Python, Go, and Rust dependency ecosystems

05Pattern recognition for common architectures like MVC, Clean Architecture, and Repository patterns

064 GitHub stars

Casos de Uso

01Accelerating developer onboarding for complex legacy codebases or new team members

02Performing technical debt audits and quality assessments prior to major refactoring

03Generating structured documentation for undocumented or poorly organized repositories

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mjohnson518/claude_superpowers project-analysis

For use in Claude.ai and ChatGPT

Download Skill