{"product_id":"master-aql-queries-with-ai-optimize-review-openehr-data","title":"Master AQL Queries with AI: Optimize \u0026 Review openEHR Data","description":"\u003ch3\u003eMaster AQL Queries with AI: Optimize \u0026amp; Review openEHR Data\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill is designed for crafting, optimizing, and reviewing Archetype Query Language (AQL) over openEHR clinical data. It assists in multi-step authoring and optimization workflows, ensuring queries function efficiently and effectively for clinical data retrieval and manipulation.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003e\n\u003cstrong\u003eStep 1: Load Guides (Mandatory)\u003c\/strong\u003e - Before writing or reviewing any AQL query, authoritative guides must be loaded using \u003ccode\u003eguide_get\u003c\/code\u003e commands. These include principles, syntax, and a cheatsheet for idioms.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eConsult Worked Examples\u003c\/strong\u003e - For queries that fit common patterns such as cohort selection or cross-composition joins, pre-built examples can be adapted, reducing the need to craft new queries from scratch.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eData Model Understanding\u003c\/strong\u003e - Queries are built upon archetypes, ensuring accurate data handling and retrieval from openEHR databases.\u003c\/li\u003e\n    \u003cli\u003eThis skill triggers on user requests for query authoring, optimization, or review specifically for AQL tasks, unlike explanatory tasks which utilize the \u003ccode\u003e\/openehr-explain\u003c\/code\u003e command.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is tailored for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex, particularly those engaged in handling clinical data within openEHR standards.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eAutomating the crafting of complex AQL queries for health data analysis\u003c\/li\u003e\n    \u003cli\u003eOptimizing existing AQL queries to enhance performance and accuracy\u003c\/li\u003e\n    \u003cli\u003eReviewing and refining queries as part of QA processes in health data management\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes agentic-ai and aiapplication for integrating AI capabilities\u003c\/li\u003e\n    \u003cli\u003eEmploys aql-authoring tools to streamline AQL query development processes\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\u003eCadasto\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/Cadasto\/openehr-assistant-plugin\" rel=\"nofollow noopener\" target=\"_blank\"\u003eCadasto\/openehr-assistant-plugin\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":52894590206263,"sku":"MCP-CADASTO-OPENEHR-ASSISTANT-PLUGIN-AQL-AUTHORING","price":29.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/Nzg3H1u96XsZ3G78kRnyL_b726bcf29ad548a1b4ab89602de8bf68.jpg?v=1787652273","url":"https:\/\/mcpcart.com\/products\/master-aql-queries-with-ai-optimize-review-openehr-data","provider":"SPF PRO","version":"1.0","type":"link"}