{"product_id":"unlock-ai-mastery-brownfield-discovery-for-existing-projects","title":"Unlock AI Mastery: Brownfield Discovery for Existing Projects","description":"\u003ch3\u003eUnlock AI Mastery: Brownfield Discovery for Existing Projects\u003c\/h3\u003e\n\n\u003cp\u003eThe \"Brownfield Discovery for Existing Projects\" skill conducts an engineering reverse pass to analyze and document existing software projects. This skill produces a Design Document, API contracts, and a Threat Model, rooted in the actual state of your code, Infrastructure as Code (IaC), and observability tools in use. It is executed once per project, providing foundational outputs that bolster future specification and build actions.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAnalyzes existing code, Infrastructure as Code (IaC), CI\/CD pipelines, and observability dashboards.\u003c\/li\u003e\n  \u003cli\u003eGenerates a Design Document reflecting the current architecture.\u003c\/li\u003e\n  \u003cli\u003eCreates API contracts based on the live system interactions.\u003c\/li\u003e\n  \u003cli\u003eDevelops a Threat Model anchored in the real code and dependencies.\u003c\/li\u003e\n  \u003cli\u003eSupplies these artifacts with a \"REVERSE-ENGINEERED\" banner, serving as context rather than an historical decision record.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDeveloper teams using AI coding agents like Claude Code, Cursor, or Codex.\u003c\/li\u003e\n  \u003cli\u003eEngineering leads and architects tasked with integrating AI into existing projects.\u003c\/li\u003e\n  \u003cli\u003eOrganizations requiring a foundational understanding of their current project state before implementing changes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAligning legacy systems with AI-driven development workflows.\u003c\/li\u003e\n  \u003cli\u003ePreparing documentation and technical artifacts for medium to large project changes where no previous working-backwards artifacts exist.\u003c\/li\u003e\n  \u003cli\u003eSupporting AI coding agents by preventing redundant project rediscovery in subsequent tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes real project artifacts: codebase, IaC, CI\/CD configurations, and observability tools.\u003c\/li\u003e\n  \u003cli\u003eGenerates documentation to aid AI workflow processes, ensuring informed project enhancements.\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\u003erobisson\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/robisson\/build-like-amazon-agent-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003erobisson\/build-like-amazon-agent-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":53035600707895,"sku":"MCP-ROBISSON-BUILD-LIKE-AMAZON-AGENT-SKILLS-BROWNFIELD-DISCOVERY","price":68.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/v7-fwAmR6HirZIhcxmH8p_9e128f8869a5485ab78f368f71b49fde.jpg?v=1790161921","url":"https:\/\/mcpcart.com\/products\/unlock-ai-mastery-brownfield-discovery-for-existing-projects","provider":"SPF PRO","version":"1.0","type":"link"}