Unicode Consistency

Audit and remediate Unicode issues in text columns.

When to invoke

• User suspects "weird characters" in the data.
• Search / joins on text keys return inconsistent results (usually a normalisation or invisible-char issue).
• Dataset came from multiple sources with different encodings / input methods.
• Preparing text for embedding (see vector-upsert) or search indexing.

Checks performed