verify-sources

To verify sources for album tracks, you run a per-track verification workflow that audits citations and updates the sources_verified status. This process reads local state and parses track frontmatter to ensure generation only proceeds after verification.

A human-in-the-loop verification gate for music production requires manual confirmation of track sources before automated generation proceeds. It ensures every track's sources are audited and timestamped in an audit trail.

You maintain an auditable history by running a verification workflow that parses track frontmatter and writes updated verification timestamps directly into the track metadata files.

Yes, the source verification workflow specifically applies to albums with pending sources. It guides a per-track verification process to audit citations and update the sources_verified status before generation.

Yes, the verification process updates track frontmatter automatically. It reads local state, parses the track metadata, and writes updated verification timestamps to maintain an auditable history.