AI Code Quality Framework Setup with Gap-Trap Skill

AI Code Quality Framework Setup with Gap-Trap Skill

The AI Code Quality Framework Setup with Gap-Trap Skill is designed to assist developers in establishing a robust code quality framework within repositories where AI agents generate most of the code. This skill helps enforce coding rules through integration with commit, push, and CI processes, ensuring that any deviations from established rules are caught and addressed promptly.

What this skill does

• Sets up a quality framework in repositories lacking such a system, utilizing the structure defined in `reference/framework.md`.
• Implements rules with enforceable gates, automatically failing any commits, pushes, or CI runs that violate coding standards.
• Audits existing frameworks, identifying new rules and gates using data from prior violations.
• Automatically determines whether to set up or refine the framework based on the presence of specific markdown files in the repository.

Who it is for

• Software developers and development teams using AI-based coding agents like Claude Code, Cursor, and Codex.
• Quality assurance engineers focused on maintaining code quality and consistency in AI-generated codebases.
• Technical leads and architects looking to implement or improve automated code quality processes within their teams.

Use cases

• Setting up a new repository to ensure AI agents adhere to predefined coding standards from the outset.
• Refining existing code quality frameworks to address gaps and improve adherence to coding standards over time.
• Standardizing code quality checks across multiple repositories within a larger project or organization.

Technical details

• Operates on Opus 4.8 or newer, as well as Fable and Mythos models. It is not compatible with models like Sonnet or Haiku.
• Utilizes AI agent skills and aiapplication tools to integrate seamlessly with automated development workflows.
• Automated discovery of code contracts based on repository content, ensuring accurate and relevant rule application.

Source & Licence

This package is built on open-source work published by pliablepixels (pliablepixels/gap-trap) 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.