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Always seed from the previous last frame. Extremely literal, repetitive, “CRITICAL: ONLY this character speaks / mouth closed” prompts. Volume normalization after every take. Split long dialogue. Keep camera moves extremely simple. Approve stills before animating when architecture or complex motion was involved. Accept “good enough” and move on when the model hit its limits (especially for A+ quality under time pressure).

















