Description

We recently enqueued the remaining non-UGtastic videos (SCMC and Archive collections) into the zdots-ctx background worker.

Once the worker completes them, we need to ingest them into the repository and ensure their metadata is properly formatted. Because these are often single-speaker presentations rather than conversational interviews, they may require a slightly different audit prompt or manual review.

Acceptance Criteria

Definition of Done