data-quality-validator
OfficialPost-load data quality checks for Qlik apps.
System Documentation
What problem does it solve?
Post-load data quality validation catches issues that successful reloads can mask, including null rates, referential integrity gaps, unusual value distributions, row count mismatches, and duplicates. It also provides templates and patterns for embedding checks in load scripts and for post-load validation to produce a consistent Data Quality Validation Report.
Core Features & Use Cases
- Null Rate Analysis
- Referential Integrity
- Value Distribution
- Row Count Validation
- Duplicate Detection
- Sparse Field Analysis
- Field Type Consistency
- Post-Load Validation Queries and MCP support
Quick Start
Run the data-quality-validator after a load to generate a Data Quality Validation Report and surface issues across null rates, referential integrity, and row counts.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: data-quality-validator Download link: https://github.com/Pupfish-LLC/qlik-agents/archive/main.zip#data-quality-validator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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