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The checking-freshness skill empowers Claude to autonomously validate the state of your data sources before performing critical analysis or engineering tasks. It systematically scans for common timestamp patterns, calculates data latency using SQL, and classifies table status from 'Fresh' to 'Very Stale.' By bridging the gap between database querying and Airflow pipeline monitoring, it ensures that your AI-driven workflows are always based on current, reliable information and helps diagnose root causes when data becomes stale.
