Dataset Contract Forensics

Mission

Infer practical data contracts, schema expectations, and validation tests from messy real datasets.

Current pain point: Data breaks downstream because implicit assumptions about schema, meaning, ranges, uniqueness, and freshness are never written down.

Why this skill exists: Forensic contract inference converts observed data behavior into explicit tests that can be reviewed and automated.

Operating Rules