ponytail-audit

Analyze entire codebases to identify and rank over-engineering issues.

Updated May 25, 2026
One-click install
npx skills add https://github.com/ngquaanghuy/Crypto --skill ponytail-audit-ngquaanghuy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ponytail-audit
Source: https://github.com/ngquaanghuy/Crypto/tree/main/.agents/skills/ponytail-audit
Command: npx skills add https://github.com/ngquaanghuy/Crypto --skill ponytail-audit-ngquaanghuy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps identify over-engineering and complexity in codebases, streamlining the process of refactoring and optimization.

Core Features & Use Cases

  • Whole-Repo Audit: Analyzes the entire codebase for unnecessary complexity.
  • Ranked Recommendations: Provides a list of suggestions for simplification, with the most impactful changes at the top.
  • Use Case: Use this Skill to review a new codebase or a codebase with a known complexity issue, such as when preparing for a major refactoring or when starting a new project.

Quick Start

Run the ponytail-audit skill on your codebase to identify over-engineered components and simplify your code.

Frequently Asked Questions about ponytail-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify over-engineering in my codebase?

To identify over-engineering in your codebase, you can run an audit script that analyzes the entire repository for unnecessary complexity. The audit scans your code to pinpoint overly complex components that require simplification.

What is the best way to audit code complexity before a major refactoring?

The best way to audit code complexity before a major refactoring is to perform a whole-repo analysis that targets unnecessary complexity. This process generates a ranked list of simplification recommendations, placing the most impactful changes at the top.

Can I use a code audit tool to find unnecessary complexity in any software project?

Yes, you can use a code audit tool to find unnecessary complexity in any software project that has identified complexity issues. The tool requires a codebase and the ability to execute scripts to complete the optimization analysis.

How does complexity analysis rank code simplification suggestions?

Complexity analysis ranks code simplification suggestions by evaluating the entire codebase for over-engineering. It then outputs a prioritized list of recommendations, ordering the suggestions from the most impactful changes down to minor optimizations.

When should I run an over-engineering audit on my repository?

You should run an over-engineering audit when reviewing a new codebase, starting a new project, or preparing for a major refactoring. It is specifically designed for software projects seeking optimization and needing to streamline complex components.