Why copying one prompt is unreliable

Video generators interpret prompt order, motion language, references and negative instructions differently. A prompt that behaves well in one tool can overconstrain or confuse another.

Create a universal shot brief

Start with a neutral record of subject, action, location, current story state, camera intention and continuity locks. This becomes the production truth regardless of which model makes the shot.

Translate without changing the scene

Adapt the structure for each generator while keeping identity and story facts unchanged.

  • Preserve the same character and world anchors
  • Express motion in the format the target generator handles clearly
  • Keep duration and aspect ratio explicit
  • Use negative instructions selectively
  • Record which reference images were supplied

Evaluate outputs on the same standard

Do not accept a shot merely because it is beautiful. Compare every candidate against the same universal brief and approved references. This makes model switching a production choice instead of a continuity reset.

Use Livendly as the neutral layer

Livendly stores the production memory outside any generator and formats generator-ready instructions for Kling, Veo, Runway, Sora and Midjourney. The story remains yours even when the generation tool changes.