AI Audit Plan Skill for Efficient Design Verification

AI Audit Plan Skill for Efficient Design Verification

The AI Audit Plan Skill provides a systematic approach to evaluating design proposals for AI agent skills before development commences. It assists in determining the responsibilities of libraries versus users, assesses proposed public APIs, and ensures all claims are validated against the actual codebase. Recommendations are made to streamline the scope, use primitives over redundant features, and align with pre-existing capabilities.

What this skill does

• Audits design plans or proposals prior to implementation or commit approval.
• Identifies whether each capability is a responsibility of the library or the end user.
• Verifies if users have the necessary primitives for problem-solving.
• Enumerates any permanent public surface the plan would introduce.
• Validates every load-bearing claim with reference to the real codebase.
• Employs independent per-dimension auditors to ensure a plan is reviewed objectively.
• Delivers a blocking verdict on findings, prompting plan revision or user override confirmation if necessary.
• Enforces the AGENTS.md golden rule 1 ("reuse first") during design stages.

Who it is for

• Developers working with AI coding agents like Claude Code, Cursor, and Codex.
• Teams responsible for reviewing and approving design proposals for AI agent skills.
• Technical leads overseeing the integration of new capabilities into AI platforms.

Use cases

• Pre-approval review for new AI agent skill proposals.
• Verification of proposed design changes to ensure adherence to existing libraries and primitives.
• Continuous integration environments where design changes require automated review prior to commits.

Technical details

• Integrates with AI coding agents such as Claude Code, Cursor, and Codex.
• Uses tools like aegra, aiapplication, and audit-plan for comprehensive analysis.
• Operates as a design-time tool ensuring compliance with AGENTS.md and linked guidelines.

Source & Licence

This package is built on open-source work published by skein-js (skein-js/skein-js) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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.