goldencheck scan your.csv profiles and flags issues with no config; write a config when you want to enforce a schema. Every config below is a complete, valid file (CI validates each against the live schema).
Validate a customer file
You have a contact file and a contract for what “valid” means. You want required fields present, emails well-formed, and IDs unique.Enforce enums and ranges
You have status and numeric columns that must stay within known bounds. You want any out-of-range or unexpected value flagged.Catch numeric outliers
You have a measure column where extreme values usually mean bad data. You want statistical outliers surfaced.outlier_stddev flags values more than N standard deviations from the mean.