Master AQL Queries with AI: Optimize & Review openEHR Data

Master AQL Queries with AI: Optimize & Review openEHR Data

This 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.

What this skill does

• Step 1: Load Guides (Mandatory) - Before writing or reviewing any AQL query, authoritative guides must be loaded using guide_get commands. These include principles, syntax, and a cheatsheet for idioms.
• Consult Worked Examples - 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.
• Data Model Understanding - Queries are built upon archetypes, ensuring accurate data handling and retrieval from openEHR databases.
• This skill triggers on user requests for query authoring, optimization, or review specifically for AQL tasks, unlike explanatory tasks which utilize the /openehr-explain command.

Who it is for

This 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.

Use cases

• Automating the crafting of complex AQL queries for health data analysis
• Optimizing existing AQL queries to enhance performance and accuracy
• Reviewing and refining queries as part of QA processes in health data management

Technical details

• Utilizes agentic-ai and aiapplication for integrating AI capabilities
• Employs aql-authoring tools to streamline AQL query development processes

Source & Licence

This package is built on open-source work published by Cadasto (Cadasto/openehr-assistant-plugin) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.