{"product_id":"master-ai-feature-clarification-with-ace-step-agent-skill","title":"Master AI Feature Clarification with Ace-Step Agent Skill","description":"\u003ch3\u003eMaster AI Feature Clarification with Ace-Step Agent Skill\u003c\/h3\u003e\n\n\u003cp\u003eThe Ace-Step Agent Skill is designed to assist developers in clarifying ambiguous or open-ended feature requests before proceeding with specifications, planning, or coding. This skill methodically interviews users to ensure goals, constraints, and potential edge cases are clear and unambiguous, thus preventing the development of incorrect solutions.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003e\n\u003cstrong\u003eInitial Assessment:\u003c\/strong\u003e Reviews existing code, documentation, and recent commits to gather background information.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eGoal Restatement:\u003c\/strong\u003e Articulates the intended goal in concise statements to establish clarity on its purpose and performance metrics.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eQuestion Process:\u003c\/strong\u003e Poses one question at a time related to specific decisions, recommending solutions and providing 2–4 concrete alternatives when applicable.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eDecision Tree Exploration:\u003c\/strong\u003e Sequentially resolves related decisions and examines all potential branches to conclusion.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eEdge Case Evaluation:\u003c\/strong\u003e Investigates scenarios involving extreme inputs, failure modes, permissions, concurrency, data migration, and undo operations.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eScope Definition:\u003c\/strong\u003e Identifies out-of-scope elements and secures agreement from stakeholders.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eSummary and Confirmation:\u003c\/strong\u003e Compiles a summary of decisions made, obtaining a confirmative agreement before proceeding.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is beneficial for developers, project managers, and engineering teams using AI coding agents like Claude Code, Cursor, and Codex who seek to enhance clarity and precision in feature development.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eClarifying vague feature requests to ensure accurate development specifications.\u003c\/li\u003e\n    \u003cli\u003eAchieving consensus on project goals and constraints before development begins.\u003c\/li\u003e\n    \u003cli\u003eExploring and resolving various implementation options through structured questioning.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eUtilizes ace-step technology, alongside aiapplication and clarify capabilities, to streamline the feature clarification process within AI coding environments compatible with Claude Code, Cursor, and Codex.\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\u003ePeanutGT\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/PeanutGT\/NutsSkills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ePeanutGT\/NutsSkills\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\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 under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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":53534787469623,"sku":"MCP-PEANUTGT-NUTSSKILLS-CLARIFY","price":68.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/G-bqCLIu3IiEiq74gx1Ov_aa923a69f8f54cce925404aa37020aa1.jpg?v=1793880283","url":"https:\/\/mcpcart.com\/products\/master-ai-feature-clarification-with-ace-step-agent-skill","provider":"SPF PRO","version":"1.0","type":"link"}