agentic-skills

Analyzes a Qlik app via MCP and optimizes it for AI use (Qlik Answers and Qlik MCP) using a 6-Layer Model. Use this skill whenever the user wants to: assess or improve how well a Qlik app works with Qlik Answers or MCP, check AI readiness, fix field naming or grouping issues for AI, improve Master Item descriptions, reduce field noise, audit date fields for time-based questions, create synonym mappings, or prepare an app for AI consumption. Also trigger when: user says "AI-ready", "optimize for Answers/MCP", "Qlik AI Health Check", "AI Readiness", "prepare app for AI", "Answers isn't working", "Answers gives wrong results", "Master Items not showing", "fields not visible to AI", or mentions ungrouped items, noisy fields, or missing descriptions. Always use this skill even if the user only mentions one layer, one issue, or one field — the full assessment provides context for targeted fixes.

A complete description of what this skill does and when to use it. Write this for the agent, not a human reader. Include trigger phrases, what problems it solves, and what tools or context it requires.