{"product_id":"supergoal-ai-optimize-code-with-objective-driven-dev-router","title":"Supergoal AI: Optimize Code with Objective-Driven Dev Router","description":"\u003ch3\u003eSupergoal AI: Optimize Code with Objective-Driven Dev Router\u003c\/h3\u003e\n\n\u003cp\u003eSupergoal AI's Objective-Driven Dev Router supports developers by orchestrating code optimization tasks through a systematic, objective-focused approach. This skill helps in executing tasks such as bug fixing, feature addition, app development, and codebase mapping efficiently by ensuring the smallest correct change is implemented and verified against the ground truth.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eFacilitates targeted development tasks like bug fixing, feature addition, and app prototyping by adhering to a clearly defined objective.\u003c\/li\u003e\n    \u003cli\u003eUtilizes a procedural framework, with its `SKILL.md` serving as a router and `reference\/` carrying the procedural guidelines.\u003c\/li\u003e\n    \u003cli\u003eEnsures task classification by consulting `.supergoal\/rules\/RULES.md` in the repository root, following all standing rules, and ensuring safety gates are maintained.\u003c\/li\u003e\n    \u003cli\u003eEngages a builder subagent for precise implementation, prioritizing the real tests and documentation over proxy measures.\u003c\/li\u003e\n    \u003cli\u003eEmphasizes the use of actual tests and documentation through its core principle of ground truth validation.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers using AI coding agents such as Claude Code, Cursor, or Codex.\u003c\/li\u003e\n    \u003cli\u003eDevelopment teams focused on systematic coding practices and code optimization.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eExecuting and verifying bug fixes efficiently with accurate, minimalistic changes.\u003c\/li\u003e\n    \u003cli\u003eAdding features or building new applications by following clearly defined objectives.\u003c\/li\u003e\n    \u003cli\u003eConducting code reviews, prototyping, and quality assurance through a structured, objective-driven framework.\u003c\/li\u003e\n    \u003cli\u003eTeaching or explaining codebase components and mapping existing codebases for better understanding and management.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eCompatible with AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eOperates using procedural references documented in `SKILL.md` and `reference\/` directories.\u003c\/li\u003e\n    \u003cli\u003eFollows set rules outlined in `.supergoal\/rules\/RULES.md`, honoring them as the top-priority preferences while maintaining safety standards.\u003c\/li\u003e\n    \u003cli\u003eSubstitutes in-context equivalents for LIGHT tier inputs instead of vault artifacts, gate scripts, and builder dispatches.\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\u003ecskwork\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/cskwork\/supergoal-skill\" rel=\"nofollow noopener\" target=\"_blank\"\u003ecskwork\/supergoal-skill\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":52880841867575,"sku":"MCP-CSKWORK-SUPERGOAL-SKILL-SUPERGOAL","price":31.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/Rw_bprwKX9v7g_OhYIDVE_49375e000f84489d8773de51ced1f46f.jpg?v=1787392938","url":"https:\/\/mcpcart.com\/products\/supergoal-ai-optimize-code-with-objective-driven-dev-router","provider":"SPF PRO","version":"1.0","type":"link"}