source-profiler

name

source-profiler

description

Data source profiling capability for Qlik development. When MCP connections are available, provides query templates and profiling procedures to assess source schemas, field types, cardinality, null rates, sample values, and data quality indicators. When MCP is unavailable, generates a structured Source Profile Template for manual completion. Includes source architecture classification (annotating tables with architectural role, key structure, mutability, incremental load pattern, and consumption implications). Load during requirements gathering or source profiling phases.

For the structured source profile template (for manual completion when MCP is unavailable), read profile-template.md in this skill directory. For source architecture classification reference, read architecture-classification.md in this skill directory.