When vision reads a set+number missing from the catalog, route to
card_submissions rather than sibling disambiguation. Adds a not-listed
modal action, background vision refine, foil-friendly prompt, and
submit-for-review API. Queues catalog-sync-vercel-cron convoy for later.
Co-authored-by: Cursor <cursoragent@cursor.com>
Route Layer-2 identification through Vercel AI Gateway (AI_GATEWAY_API_KEY,
default google/gemini-2.5-flash-lite). Add Layer-1 browser Tesseract name-strip
OCR with pg_trgm fuzzy catalog match via /api/cards/identify-by-text before
escalating to vision.
Co-authored-by: Cursor <cursoragent@cursor.com>