Individual skill

data-profiling

Produces a comprehensive data profile for a table or dataset including schema documentation, data type validation, uniqueness analysis, referential integrity checks, and a data quality score with remediation priorities. Use when the user needs to document a dataset's structure and quality for onboarding, governance, or pre-analysis preparation. Do NOT use for exploratory statistical analysis (use eda-framework), data cleaning operations (use data-cleaning-protocol), or building data catalogs across multiple tables (use data-catalog-setup).

src/process/resources/skills-library/bodies/skills/data-analysis/data-profiling/SKILL.md

Source commit 4c030c7b01c241df7b6e3535635a970f10d781af

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Last checked

Nov 4, 2026

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