Content Pipeline

Content is authored as a theme: a named, family-labelled collection of entries with editorial metadata. The pipeline normalizes and validates that source, derives registry indexes, and exposes diagnostics before the content reaches the runtime.

The preferred workflow is:

1. Create a theme scaffold.
2. Import or curate a word list.
3. Analyse the theme.
4. Refresh metadata when inputs change.
5. Validate the registry.
6. Benchmark and review editorial coverage.
7. Attach the theme to a validated season.

Start with Themes, then follow Authoring workflow.