Gold-Standard AI Skill: Audit & Optimize Code Efficiency

Gold-Standard AI Skill: Audit & Optimize Code Efficiency

This AI skill enables developers to perform comprehensive audits of their codebases, comparing them against best-in-class standards and offering tools to identify and fill system gaps. It can further assist in adopting missing rules and conforming existing code to established norms. This skill supports seamless integration with AI coding agents such as Claude Code, Cursor, and Codex, ensuring optimal code efficiency and adherence to world-class practices.

What this skill does

• Conducts a world-class completeness audit of a project's rules, standards, and features against exemplary benchmarks.
• Detects and identifies gaps in current code standards and provides suggestions to bridge these gaps.
• Facilitates the adoption of missing rules by offering to conform old code to updated standards.
• Triggers functionality based on specific keywords such as "/gold-standard", "audit rules", and "complete our rules".
• Operates using the user's native language for questions, answer options, menu labels, recommendations, and narratives, allowing English only for technical terms.
• Utilizes a multi-layered configuration read process to ensure cascading configuration evaluations.

Who it is for

• Software developers and engineering teams interested in enhancing code compliance with industry standards.
• Project managers overseeing coding projects using AI agents like Claude Code, Cursor, or Codex.
• Development teams focusing on quality assurance and code optimization.

Use cases

• Evaluating an existing codebase to ensure it meets industry-leading standards and practices.
• Improving coding standards before a project release by conforming old code to newly adopted guidelines.
• Assisting in training new development team members by providing a comprehensive audit of project rules and standards.

Technical details

• Utilizes agent-skills and aiapplication frameworks for integration with AI coding agents.
• Provides configuration reading from both global and project-specific settings while respecting established hierarchy rules.
• Automates rule auditing and applying processes through command triggers and comprehensive language detection.

For authorised security testing, defensive research and educational use only.

Source & Licence

This package is built on open-source work published by TheColliery (TheColliery/CoalMine) 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.