KB Ingest

Track raw sources in a canonical manifest before compile shapes draft knowledge.

Minimal loop

1. discover raw sources
2. compare them against raw/_manifest.yaml
3. register new or changed entries
4. mark deferred sources such as paper PDFs explicitly instead of hiding them

Read before ingesting