{"product_id":"optimize-codemanifest-with-gogas-ai-review-agent","title":"Optimize CODEMANIFEST with Goga's AI Review Agent","description":"\u003ch3\u003eOptimize CODEMANIFEST with Goga's AI Review Agent\u003c\/h3\u003e\n\n\u003cp\u003eThe \"Optimize CODEMANIFEST with Goga's AI Review Agent\" skill systematically verifies a software product's CODEMANIFEST for consistency with its actual implementation. The agent performs a meticulous comparison between the code and the outlined requirements, updates the manifest as needed, and documents any unresolvable discrepancies.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eLoads the Acceptance Scope Report and initializes the necessary context.\u003c\/li\u003e\n  \u003cli\u003eParses language conventions using the `goga-lang-disp` skill.\u003c\/li\u003e\n  \u003cli\u003eRetrieves the CODEMANIFEST DSL syntax, structural rules, and semantics via `goga-cell` skill.\u003c\/li\u003e\n  \u003cli\u003eAcquires baseline Usages and Annotations through `goga-codemanifest-base` skill.\u003c\/li\u003e\n  \u003cli\u003eConducts a Pre-flight Check: runs `goga lint` to identify critical errors, ensuring these are addressed before proceeding.\u003c\/li\u003e\n  \u003cli\u003ePerforms a thorough review of each Cell in the Acceptance Scope Report, parsing entities, methods, and other key components as defined by the skills.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is ideal for developers and software engineering teams who utilize AI coding agents such as Claude Code, Cursor, or Codex. It is designed to assist those responsible for maintaining fidelity between software documentation and implementation.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopment teams verifying CODEMANIFEST for ongoing software projects to ensure documentation reflects the actual codebase.\u003c\/li\u003e\n  \u003cli\u003eSoftware engineers maintaining consistency between project documentation and implementation for auditing or acceptance procedures.\u003c\/li\u003e\n  \u003cli\u003eQA analysts reviewing new code contributions to identify discrepancies between proposed implementations and documented requirements.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEmploys the `goga-accept-manifest-review` tool for verification processes.\u003c\/li\u003e\n  \u003cli\u003eUtilizes the `goga-cell`, `goga-cookbook`, and `goga-codemanifest-base` skills to handle coding structure and requirements comprehensively.\u003c\/li\u003e\n  \u003cli\u003eIntegrates seamlessly with AI coding platforms like Claude Code, Cursor, and Codex to enhance code maintenance and verification practices.\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":52980583924023,"sku":"MCP-QARIUM-GOGA-GOGA-ACCEPT-MANIFEST-REVIEW","price":22.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/hQBRbrQam82UDtAYL20lO_1c8becdedcbf4b73a7777dcb6c034508.jpg?v=1789214555","url":"https:\/\/mcpcart.com\/products\/optimize-codemanifest-with-gogas-ai-review-agent","provider":"SPF PRO","version":"1.0","type":"link"}