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Automated Data Quality Auditor

data-quality-auditor

alirezarezvani/claude-skills

This skill acts as an expert data quality engineer to systematically assess dataset health before analysis or model training. It profiles data using specialized scripts to detect missing values, outliers, duplicates, and distribution shifts. The tool generates a Data Quality Score (DQS) and provides prioritized remediation plans to prevent data issues from corrupting downstream models or dashboards.

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