Log full text + image_ref (photo_id/seq/bytes) only; wire path still
sends data-URLs. Call 1/2 SELECT id+seq for refs. Cap is safety net
after redaction (METADATA-66).
Ship locked expert Call 1 seed: order cats before edge, species=best
confidence, mill-count edge rules, Wild for cookies/burl, multi figure,
feature_tag_ids only (no free-text bags, no grade). LISTS keys match the
seed; feat- prefix stripped for the model. Gate and review UI apply
feature_tag_ids. Seed auto-activates on deploy when still seed-authored.