When I’m experimenting with AI video generation, I try to keep the workflow repeatable so I can compare results fairly. Instead of making “one perfect video,” I create multiple short drafts and judge them by clarity, motion, and whether the scene matches the prompt.Here’s the process I’ve been using lately:1) Start with a tiny script (3 lines max)One line for the scene, one line for the action, one line for the mood. Short prompts are easier to debug.2) Keep the first draft under 6 secondsShort clips help you spot issues like weird motion, unstable faces, or camera jumps without wasting time.3) Test the same prompt in 2–3 variationsI usually change only ONE thing each time (camera angle / lighting / movement). That way I know what actually improved the result.4) Use a consistent quality checklist
- Does the motion feel natural?
- Are key objects stable frame-to-frame?
- Is the text prompt followed accurately?
- Would this be usable for an ad or demo?
5) Save the “best prompt version” as a templateOnce I find a good structure, I reuse it for future videos so results stay consistent.If you’re exploring different generators, I’ve found it helpful to run the exact same prompt across tools just to learn their strengths. For anyone curious, I’ve been testing some prompts with Sora video and comparing how well it handles motion + subject consistency.Hope this helps anyone building quick demos, short ads, or training clips without heavy editing.
