{"product_id":"enhance-ai-skills-with-clarify-before-change-strategy","title":"Enhance AI Skills with Clarify-Before-Change Strategy","description":"\u003ch3\u003eEnhance AI Skills with Clarify-Before-Change Strategy\u003c\/h3\u003e\n\n\u003cp\u003eThe Clarify-Before-Change strategy is an AI agent skill designed to mitigate the risk of misunderstandings before making modifications to code, documentation, workflow rules, or complex project structures. This skill establishes boundaries for change by clarifying scope, risks, assumptions, and acceptance criteria, without executing the modifications itself.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eRephrases the user's objective in a single sentence to ensure clarity.\u003c\/li\u003e\n  \u003cli\u003eInspects code, configurations, tests, rules, invocation relationships, and historical behavior, prioritizing evidence found within repositories to eliminate ambiguities.\u003c\/li\u003e\n  \u003cli\u003eIdentifies missing information that could impact objective achievement, business semantics, or irreversible extents.\u003c\/li\u003e\n  \u003cli\u003eSpecifies default assumptions, primary risks, affected files, and rollback methods.\u003c\/li\u003e\n  \u003cli\u003ePresents the minimal executable path and acceptance criteria.\u003c\/li\u003e\n  \u003cli\u003ePoses a critical question to the user only if missing information truly prevents progress; otherwise, proceeds based on reversible assumptions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill benefits developers and project teams working with AI coding agents such as Claude Code, Cursor, and Codex, particularly those managing complex codebases or documentation with structural implications.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eClarifying the scope and implications before modifying AI agent skills or project rules.\u003c\/li\u003e\n  \u003cli\u003eAssisting in reorganization or refactoring tasks by identifying and eliminating potential misunderstandings.\u003c\/li\u003e\n  \u003cli\u003eOptimizing skill functionality by defining clear acceptance criteria and anticipating rollback strategies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThis skill is part of the AI agent capability package for Claude Code, Cursor, and Codex. It utilizes agent-skills, aiapplication, and clarify-before-change toolsets, integrating seamlessly into development workflows that require detailed examination of project contexts and histories.\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\u003eooooooooooooooooooop\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/ooooooooooooooooooop\/agent-tools\" rel=\"nofollow noopener\" target=\"_blank\"\u003eooooooooooooooooooop\/agent-tools\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":52930022637879,"sku":"MCP-OOOOOOOOOOOOOOOOOOOP-AGENT-TOOLS-CLARIFY-BEFORE-CHANGE","price":8.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/CCQhyx2KbSoeq-uxAv5VU_b5df1506de864358a72e2038d40f766b.jpg?v=1788170623","url":"https:\/\/mcpcart.com\/products\/enhance-ai-skills-with-clarify-before-change-strategy","provider":"SPF PRO","version":"1.0","type":"link"}