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FabledCurator/backend
bvandeusen a1ed53136e
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feat(ccip): refresh task + beat + retrain hook for character prototypes (#1317, m138 step 3)
- refresh_character_prototypes celery task wraps the incremental builder (sync
  ml worker); returns skipped / rebuilt=N removed=N.
- Beat: every ~15 min (cheap global-gate no-op when idle) + a nightly full=True
  reconcile as belt-and-suspenders.
- train_heads enqueues it on success, so the Retrain button AND the nightly head
  retrain refresh CCIP on the SAME trigger — unified lifecycle, as asked.
The initial (cold) full build loads the whole reference set once in the
background, never on a /suggestions request.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
2026-07-06 16:13:22 -04:00
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