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Add databricks-dqx skill for data quality framework#432

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simtsc-db:feature/add-databricks-dqx-skill
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Add databricks-dqx skill for data quality framework#432
simtsc-db wants to merge 1 commit intodatabricks-solutions:mainfrom
simtsc-db:feature/add-databricks-dqx-skill

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New skill covering DQX (Databricks Labs) data quality framework: profiling, rule generation (AI-assisted and profiler-based), quality checks, quarantining, metrics, dashboards, and best practices.

Summary

  • Adds new databricks-dqx skill covering the DQX (Databricks Labs) data quality framework
  • 4 files: SKILL.md (entry point), quality-checks-reference.md, profiling.md, storage-and-config.md
  • Covers profiling, rule generation (AI-assisted + profiler-based), quality checks, quarantining, metrics, dashboards, storage backends, CLI reference, and production best practices
  • All content fact-checked against official DQX docs at https://databrickslabs.github.io/dqx/
  • Updates databricks-skills/README.md skills table with new entry

Test plan

  • Verified all code examples match official DQX API signatures and method names
  • Confirmed skill loads correctly via Claude Code skill discovery (frontmatter triggers)
  • Checked no sensitive information in any files

New skill covering DQX (Databricks Labs) data quality framework:
profiling, rule generation (AI-assisted and profiler-based), quality
checks, quarantining, metrics, dashboards, and best practices.

Co-authored-by: Isaac
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