{"product_id":"optimize-ai-skill-scope-with-goga-accept-for-claude-code","title":"Optimize AI Skill Scope with Goga-Accept for Claude Code","description":"\u003ch3\u003eOptimize AI Skill Scope with Goga-Accept for Claude Code\u003c\/h3\u003e\n\n\u003cp\u003eThe Goga-Accept skill facilitates the definition and management of acceptance scope within AI coding projects using Claude Code by mapping functionalities to specific cells. It systematically delineates the cell sets for a given functionality and verifies associated dependencies and usage contexts.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eIdentifies the acceptance scope for functionality by either analyzing a provided description or utilizing changes detected through \u003ccode\u003egit diff\u003c\/code\u003e.\u003c\/li\u003e\n    \u003cli\u003ePrompts the user to specify functionality when changes are ambiguous or absent, offering options like \"Branch changes\", \"Specific functionality\", or \"All project cells\".\u003c\/li\u003e\n    \u003cli\u003eMaps the identified functional scope to project cells using the \u003ccode\u003egoga schema\u003c\/code\u003e.\u003c\/li\u003e\n    \u003cli\u003eVerifies the presence of necessary CODEMANIFEST and usage data for the mapped cells.\u003c\/li\u003e\n    \u003cli\u003eClassifies change types for each cell, including CODE, MANIFEST, USAGE, and TEST.\u003c\/li\u003e\n    \u003cli\u003eDiscovers dependent cells that import changed cells, classifying them as DIRECT or TRANSITIVE dependencies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and development teams leveraging AI coding agents like Claude Code, Cursor, and Codex. It will particularly benefit those responsible for managing and maintaining project codebases with complex functionality mappings.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDetermining the impacted project scope when implementing new features or bug fixes.\u003c\/li\u003e\n    \u003cli\u003eVerifying dependencies within AI coding projects to ensure comprehensive acceptance testing.\u003c\/li\u003e\n    \u003cli\u003eFacilitating code review processes by effectively mapping code changes to relevant functionalities and dependencies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThe Optimize AI Skill Scope with Goga-Accept employs the following tools and integrations:\u003c\/p\u003e\n\u003cul\u003e\n    \u003cli\u003eAgent-framework: Supports integration with AI agents.\u003c\/li\u003e\n    \u003cli\u003eAIApplication: Facilitates AI-driven project assessments.\u003c\/li\u003e\n    \u003cli\u003eGoga-accept-scope: Powers the identification and mapping of functionalities to specific code cells.\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\u003eqarium\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/qarium\/goga\" rel=\"nofollow noopener\" target=\"_blank\"\u003eqarium\/goga\u003c\/a\u003e) and distributed under \u003cstrong\u003eBSD-3-Clause\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 copyright notice and disclaimer are retained and the original authors are not used to endorse derived work.\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":52980587757879,"sku":"MCP-QARIUM-GOGA-GOGA-ACCEPT-SCOPE","price":36.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/r0sTUJh4X1EFsZ60BxBmw_1a0e8324803a4333862a53cad861a5fb.jpg?v=1789214651","url":"https:\/\/mcpcart.com\/products\/optimize-ai-skill-scope-with-goga-accept-for-claude-code","provider":"SPF PRO","version":"1.0","type":"link"}