Explore AI Agent Skills & Claude Prompts

Script syntax reference, QVD optimization, incremental load patterns (insert-only, insert/update, insert/update/delete, dual-timestamp for SCD2), master calendar generation, variable definitions, error handling, logging patterns, null handling patterns, diagnostic and validation patterns, subroutine integration, and platform gotchas (SET vs LET, dollar-sign expansion timing, SET variable comma limitation). Load when writing or reviewing Qlik load scripts.

qlik-data-modeling

Star schema patterns, key resolution strategies, synthetic key prevention, QVD layer design, multi-app architecture patterns, source architecture consumption strategies, and associative engine behavior for Qlik Sense data modeling. Load when designing or reviewing data models.

qlik-deploy

Deployment procedures for Qlik Sense Cloud and client-managed environments. Covers app import, data connection setup, task scheduling, security configuration, and environment-specific considerations. Invoke manually with /qlik-deploy when preparing deployment artifacts or runbooks.

qlik-expressions

Set analysis syntax and patterns, aggregation functions, TOTAL qualifier usage, Aggr() patterns, conditional expressions, null handling in expressions, dollar-sign expansion, expression performance optimization, and common anti-patterns for Qlik Sense expression development. Load when writing or reviewing Qlik expressions.

qlik-naming-conventions

Field naming, variable naming, table naming, expression naming, and file naming standards for Qlik Sense development. Includes cross-layer naming strategy for tracing field names from source through every ETL layer to UI display name. Includes prefix/suffix conventions, reserved words, and correct vs. incorrect examples. Load when writing or reviewing any Qlik artifact.

qlik-performance

Memory optimization, script load optimization, expression calculation optimization, calculation conditions, data reduction techniques, and profiling/diagnostic approaches for Qlik Sense. Load when optimizing or reviewing performance-sensitive artifacts.

qlik-project-scaffold

Initialize a new Qlik project with the standard directory structure, placeholder files, and CLAUDE.md configuration. Creates inputs/ and artifacts/ directories, .pipeline-state.json, and initial artifact placeholders. Invoke manually with /qlik-project-scaffold to set up a new project.

qlik-review-checklist

Complete QA checklist used by the qa-reviewer agent for validating Qlik development artifacts. Covers data model integrity, naming convention compliance, script quality, expression correctness, security gaps, cross-artifact consistency, blocked dependency audit, and data quality validation. Also available for manual invocation outside the pipeline via /qlik-review-checklist. Load when performing any QA review pass.

qlik-security

Section access patterns, row-level security, data reduction, OMIT field usage, hybrid security models, and Cloud vs. client-managed security implementation differences for Qlik Sense. Load when designing or reviewing security configurations.

qlik-visualization

Chart type selection guide, layout patterns, color and formatting standards, filter design, responsive design patterns, accessibility best practices, and reference app reverse-engineering patterns for Qlik Sense visualization design. Load when designing or reviewing visualizations and sheet layouts.