{"product_id":"optimize-ai-stop-scope-creep-with-stop-that-shit-skill","title":"Optimize AI: Stop Scope Creep with 'Stop That Shit' Skill","description":"\u003ch3\u003eOptimize AI: Stop Scope Creep with 'Stop That Shit' Skill\u003c\/h3\u003e\n\n\u003cp\u003eThe 'Stop That Shit' skill is designed to manage AI coding agents by ensuring they remain focused on requested and necessary tasks, minimizing the instances of scope creep and unnecessary process extensions. This advisory skill further enforces boundaries when utilized alongside the Guard extension, providing additional machine-enforced controls.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003ePrevents coding agents from adding unnecessary tasks unless explicitly requested by the user.\u003c\/li\u003e\n  \u003cli\u003eSets boundaries on tasks including read-only, answer-only, file, action, and stopping conditions.\u003c\/li\u003e\n  \u003cli\u003eIdentifies and halts scope creep and speculative actions such as unnecessary hashing or dependencies.\u003c\/li\u003e\n  \u003cli\u003eUtilizes the Stop Ladder protocol to evaluate the necessity of additional work.\u003c\/li\u003e\n  \u003cli\u003eAdvises on task boundaries even without Guard hooks installed.\u003c\/li\u003e\n  \u003cli\u003eEnables machine-enforced action boundaries when paired with Guard.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers and software engineers using AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eProject managers who need to maintain strict project scope discipline.\u003c\/li\u003e\n  \u003cli\u003eTechnical teams that require enhanced management of AI-driven task execution.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEnsuring that AI-driven coding tasks do not deviate from project specifications.\u003c\/li\u003e\n  \u003cli\u003eOptimizing resource allocation by direct focus on user-requested tasks for AI agents.\u003c\/li\u003e\n  \u003cli\u003eMinimizing technical debt and redundancy by avoiding speculative development paths.\u003c\/li\u003e\n  \u003cli\u003eImplementing and maintaining project requirements without unnecessary scope expansion.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eThis skill applies to AI agent skill environments such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eFunctions as an advisory tool without dependency on additional Guard hooks, though these can enforce stricter boundaries when installed.\u003c\/li\u003e\n  \u003cli\u003eUtilizes the Stop Ladder evaluation process to confirm the necessity and compliance of task additions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eFor authorised security testing, defensive research and educational use only.\u003c\/p\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\u003elennney\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/lennney\/stop-that-shit\" rel=\"nofollow noopener\" target=\"_blank\"\u003elennney\/stop-that-shit\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":52944086466871,"sku":"MCP-LENNNEY-STOP-THAT-SHIT-STOP-THAT-SHIT","price":34.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/pQPHeLIFu5DwY7JktaBRS_e034f896aea3438a9503ba5ed9477b3f.jpg?v=1788433558","url":"https:\/\/mcpcart.com\/products\/optimize-ai-stop-scope-creep-with-stop-that-shit-skill","provider":"SPF PRO","version":"1.0","type":"link"}