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The /armor:profile skill analyzes table and column statistics, distributions, and data characteristics.

Usage

Or ask naturally:
  • “Profile the orders table”
  • “Show column statistics”
  • “What’s the cardinality of status column?”
  • “Show null rates”

Profiling Metrics

Table Level

  • Row count
  • Last update time
  • Growth trends

Column Level

  • Null rate
  • Distinct count (cardinality)
  • Min/max values
  • Value distributions

Example Usage

Profile a Table

Quality

Add quality checks

Coverage

Monitoring gaps