The prompt
Review the data below for PII and privacy risks before it is shared or logged.
Flag: direct identifiers (email, phone, SSN), quasi-identifiers (DOB + ZIP), free-text fields likely to contain PII, and any field that could re-identify a "de-identified" record.
For each, recommend: redact, hash, generalize, or drop.
State whether the dataset is safe to share as-is after the recommended changes.
Data sample / schema:
{{data}}Replace the {{fields}} with your own context and tighten the rules to match your domain.


