{"product_id":"ai-code-quality-framework-setup-with-gap-trap-skill","title":"AI Code Quality Framework Setup with Gap-Trap Skill","description":"\u003ch3\u003eAI Code Quality Framework Setup with Gap-Trap Skill\u003c\/h3\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSets up a quality framework in repositories lacking such a system, utilizing the structure defined in `reference\/framework.md`.\u003c\/li\u003e\n  \u003cli\u003eImplements rules with enforceable gates, automatically failing any commits, pushes, or CI runs that violate coding standards.\u003c\/li\u003e\n  \u003cli\u003eAudits existing frameworks, identifying new rules and gates using data from prior violations.\u003c\/li\u003e\n  \u003cli\u003eAutomatically determines whether to set up or refine the framework based on the presence of specific markdown files in the repository.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSoftware developers and development teams using AI-based coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eQuality assurance engineers focused on maintaining code quality and consistency in AI-generated codebases.\u003c\/li\u003e\n  \u003cli\u003eTechnical leads and architects looking to implement or improve automated code quality processes within their teams.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSetting up a new repository to ensure AI agents adhere to predefined coding standards from the outset.\u003c\/li\u003e\n  \u003cli\u003eRefining existing code quality frameworks to address gaps and improve adherence to coding standards over time.\u003c\/li\u003e\n  \u003cli\u003eStandardizing code quality checks across multiple repositories within a larger project or organization.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eOperates on Opus 4.8 or newer, as well as Fable and Mythos models. It is not compatible with models like Sonnet or Haiku.\u003c\/li\u003e\n  \u003cli\u003eUtilizes AI agent skills and aiapplication tools to integrate seamlessly with automated development workflows.\u003c\/li\u003e\n  \u003cli\u003eAutomated discovery of code contracts based on repository content, ensuring accurate and relevant rule application.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003epliablepixels\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/pliablepixels\/gap-trap\" rel=\"nofollow noopener\" target=\"_blank\"\u003epliablepixels\/gap-trap\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52985751896375,"sku":"MCP-PLIABLEPIXELS-GAP-TRAP-GAP-TRAP","price":8.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/Yjc-HH3-6ZfIhBOT1vM9W_16931fc6e7fc4fcebd445df5a4018cd3.jpg?v=1789377215","url":"https:\/\/mcpcart.com\/products\/ai-code-quality-framework-setup-with-gap-trap-skill","provider":"SPF PRO","version":"1.0","type":"link"}