AI Audit Skill: Ensure Code Matches Specifications

AI Audit Skill: Ensure Code Matches Specifications

The AI Audit Skill is designed to verify claims, specifications, or documented results against their implementations or sources. This skill supports developers by identifying omissions, mismatches, ambiguous defaults, and potential reproduction risks between different artifacts such as papers versus code, specifications versus design, and datasheets versus applications.

What this skill does

• Outlines the audit by defining the type of comparison and the specific claims to check.
• Reads both the claim and its corresponding implementation or source directly, ensuring accuracy by examining the actual code or standard.
• Compares each claim with its actual implementation, recording whether there is a match, mismatch, missing element, or ambiguity.

Who it is for

This skill is particularly useful for developers and QA teams that work with AI coding agents like Claude Code, Cursor, and Codex, helping them ensure consistency between software artifacts and their documented specifications.

Use cases

• Verifying that a new software feature implementation matches its design specifications.
• Ensuring that code developed based on academic papers accurately reflects the described methodologies.
• Comparing datasheets against application implementations to confirm that all functionalities are properly executed.

Technical details

The AI Audit Skill leverages agent-skills, aiapplication, and audit tools to conduct its evaluations. It requires users to specify the scope and effort budget for each audit process, and allows for clarification if initial instructions are vague. The process is methodical and based on the engineering-research discipline to maintain consistency and accuracy.

Source & Licence

This package is built on open-source work published by adeerkhan (adeerkhan/vitruvius) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.