Profiling Tables
astronomer/agentsData profiling helps you understand your tables inside and out. It reveals statistics, quality issues, and patterns. This skill runs deep checks on any table you give it. It works with numeric, string, and date columns. You get completeness, uniqueness, and freshness scores. A new team member can use this report to learn the data fast.
You just provide a table name. The skill looks up metadata and runs queries. It shows row counts, min and max values, null counts, and sample data. It also checks for duplicate keys and invalid formats. The final summary gives an overall quality score out of ten.
This is perfect for data analysts, data scientists, and engineers who need to trust their data. It saves time and helps spot problems early.
Add Profiling Tables skill to your workflow
Global
mkdir -p ~/.claude/skills/profiling-tablesProject
mkdir -p .claude/skills/profiling-tablesSource Repository
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