{"product_id":"ai-agent-skill-for-in-flight-doubt-review-in-sdlc","title":"AI Agent Skill for In-Flight Doubt Review in SDLC","description":"\u003ch3\u003eAI Agent Skill for In-Flight Doubt Review in SDLC\u003c\/h3\u003e\n\u003cp\u003eThis AI Agent Skill enables an in-flight doubt review process for technical decisions made during the software development lifecycle. It facilitates an adversarial independent review of non-trivial decisions by providing a fresh context for reviewers to find potential issues before the decision is finalized.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFacilitates adversarial review before decisions impacting ER or public components are written back.\u003c\/li\u003e\n  \u003cli\u003eAssists in questioning decisions before final drafts of complex SQL or state machine flows.\u003c\/li\u003e\n  \u003cli\u003eProvides structure for doubt when assertions of full-range checks are questioned.\u003c\/li\u003e\n  \u003cli\u003eIncludes a five-step doubt cycle: CLAIM, EXTRACT, DOUBT, RECONCILE, and STOP.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex, who require a systematic approach to reviewing significant technical decisions that are still in progress.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eLarge requirement slices where deviations affecting ER\/public components are identified before revising upper-level design documents.\u003c\/li\u003e\n  \u003cli\u003eBefore finalizing key decisions in a design.doc, prior to technical design reviews.\u003c\/li\u003e\n  \u003cli\u003ePrior to submitting complex SQL queries, especially those involving multiple tables, tenant isolation conditions, or aggregation criteria.\u003c\/li\u003e\n  \u003cli\u003eWhen there are suspicions about the assertion that \"all-round checks have passed\" at the point of code submission.\u003c\/li\u003e\n  \u003cli\u003eExplicit user-triggered instances where the decision needs to be questioned.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eThe skill uses agent tools to generate sub-agents, ensuring each review is naturally conducted with a fresh perspective.\u003c\/li\u003e\n  \u003cli\u003eEmploys adversarial prompts via AI coding platforms to provide an independent and unbiased review.\u003c\/li\u003e\n  \u003cli\u003eDoes not function as a post-decision code quality check like trellis-check or code-review but instead questions decisions proactively.\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\u003eTsCarpe\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/TsCarpe\/claude-sdlc-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eTsCarpe\/claude-sdlc-skills\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":52989512384823,"sku":"MCP-TSCARPE-CLAUDE-SDLC-SKILLS-SDLC-DOUBT","price":39.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/rjy8FEURT_hYt4ZPG9CIr_b1059292c4da44208d947085d48277bc.jpg?v=1789470626","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-for-in-flight-doubt-review-in-sdlc","provider":"SPF PRO","version":"1.0","type":"link"}