vibe-audit

Score a codebase across 20 engineering metrics and output a verdict band.

2|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/nalyk/nalyk-skills-demo --skill vibe-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: vibe-audit
Source: https://github.com/nalyk/nalyk-skills-demo/tree/main/plugins/audit-agent/skills/vibe-audit
Command: npx skills add https://github.com/nalyk/nalyk-skills-demo --skill vibe-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brings a structured, objective evaluation of engineering quality across architecture, code quality, and operational practices, helping teams surface latent debt and improvement opportunities.

Core Features & Use Cases

  • 20-metric scoring across Architecture & Vibe, Core Engineering, Performance & Scale, Security & Robustness, and QA & Operations.
  • Auto-activation triggers: "code review", "technical audit", "vibe check", or explicit audit requests.
  • Verdict bands translate scores into actionable statuses from early-stage to professional-grade quality.
  • Complementary audits integration with other audits for multi-faceted reviews.
  • Simple invocation: use /vibe-audit [codebase path] to run the audit on a repository.

Quick Start

Invoke vibe-audit on your codebase by providing the codebase path to generate a 100-point engineering score and a prioritized improvement plan.

Frequently Asked Questions about vibe-audit

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

FAQPage Schema
What is an engineering audit and how does it score codebase quality?

An engineering audit scores codebase quality across 20 metrics in five sections: Architecture, Core Engineering, Performance, Security, and QA. Each metric receives a 0-5 score, generating a 0-100 total that translates into an actionable verdict band.

How do I run a code review or technical audit on my repository?

Run a technical audit by invoking the command with your codebase path. It automatically activates on triggers like "code review" or "vibe check", evaluating the repository and generating a 100-point engineering score with a prioritized improvement plan.

Can I use this codebase audit for due diligence and quality gates?

Yes, you can apply this codebase audit to due diligence and quality gates. It surfaces architectural risks, code-quality gaps, and operational weaknesses, providing objective evaluation scores suitable for multi-faceted project reviews.

What are the best ways to evaluate architecture and operational weaknesses in software projects?

The best way to evaluate architecture and operational weaknesses is using a 20-metric engineering audit. It systematically assesses reliability and scale across five categories, assigning scores to surface latent debt and highlight improvement opportunities.

Does the engineering audit require any external dependencies or tools?

No, the engineering audit requires no external dependencies or tools to function. You simply provide the codebase path to generate the comprehensive quality score and recommended next steps.

When should I not rely on an automated codebase quality score?

You should not rely solely on an automated codebase quality score when you need subjective business logic validation. This audit provides structured, objective evaluation of engineering quality, but complementary audits are recommended for multi-faceted reviews.