What does Vibe Code Auditor do?

Vibe Code Auditor evaluates prototype-quality and AI-generated code to determine if it is robust, maintainable, and production-ready. It identifies real technical risks, architectural weaknesses, and maintainability problems without rewriting code or raising alarms over cosmetic issues.

When should I use Vibe Code Auditor?

Use it when code was AI-generated or heavily AI-assisted, when a system evolved without deliberate architecture, when a prototype needs productionization, when code works but feels fragile, or when preparing a project for long-term maintenance or team handoff.

What are the seven audit dimensions Vibe Code Auditor checks?

The seven dimensions are: Architecture & Design, Consistency & Maintainability, Robustness & Error Handling, Production Risks, Security & Safety, Dead or Hallucinated Code, and Technical Debt Hotspots.

How is the audit report structured?

The report includes input/assumptions/quick stats, an executive summary of 3-5 critical findings with a deployable/needs-fixes/major-rework verdict, and findings grouped by severity tags ([CRITICAL]/[HIGH]/[MEDIUM]/[LOW]) with copy-paste-ready fixes where applicable.

Does Vibe Code Auditor rewrite code or report cosmetic issues?

No—it explicitly does not rewrite code to demonstrate skill and does not raise alarms over cosmetic issues. It only identifies real risks that are substantiated by the code provided.

Skill

Audit Code for Production Readiness

Name: Vibe Code Auditor
Availability: OnlineOnly
Author: Antigravity

Vibe Code Auditor analyzes rapidly-iterated or AI-generated code to surface hidden technical risks, architectural weaknesses, and maintainability problems

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Spark score

out of 100

Updated last month

Source checked Aug 11, 2026

Version 15.12.0

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Why it matters

Ensure your AI-generated or rapidly iterated code is robust, maintainable, and production-ready by identifying hidden technical risks and architectural weaknesses.

Outcomes

What it gets done

Analyze code for architectural flaws and separation of concerns violations.

Identify maintainability issues like naming inconsistencies and duplicated logic.

Detect robustness problems including missing input validation and error handling.

Scan for production risks such as hardcoded secrets and unbounded loops.

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-vibe-code-auditor | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

Reports

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Overview

Vibe Code Auditor

Vibe Code Auditor analyzes code created through rapid iteration, vibe coding, or AI assistance to identify hidden technical risks, architectural weaknesses, and maintainability problems that are invisible during casual review. Use this skill when you have code produced through rapid iteration, vibe coding, or AI assistance that you want to analyze for hidden technical risks, architectural weaknesses, and maintainability problems.

What it does

Vibe Code Auditor examines code produced through rapid iteration, vibe coding, or AI assistance to identify hidden technical risks, architectural weaknesses, and maintainability problems that escape casual review.

When to use - and when NOT to

Use this skill when you've built features quickly using AI code generation or prototyped through rapid iteration cycles.

Do not use this when you need capabilities beyond analyzing code for hidden technical risks, architectural weaknesses, and maintainability problems.

Inputs and outputs

You provide code that was created through rapid iteration, vibe coding sessions, or AI assistance. The skill receives your codebase or code samples for analysis.

You receive a report identifying hidden technical risks, architectural weaknesses, and maintainability problems that weren't visible during initial casual review of the code.

Who it's for

This skill serves developers who produce code through rapid iteration, vibe coding, or AI assistance and need to identify hidden technical risks, architectural weaknesses, and maintainability problems in that code.

Source README

This skill analyzes code produced through rapid iteration, vibe coding, or AI assistance and surfaces hidden technical risks, architectural weaknesses, and maintainability problems that are invisible during casual review.

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