I’m building Motion Control AI — a lightweight site that organizes motion-control workflows into reusable templates, so you can get consistent results faster (and spend less time digging through scattered threads/comments).
The biggest pain points I’ve hit (and I’m sure many of you have too):
The same motion breaks when you swap characters (pose drift, weird limbs, unstable framing)
Good prompt patterns are fragmented and hard to reuse
Finding usable templates takes forever (quality varies, licensing/usage risk is unclear)
So the site is evolving around three practical modules:
1) Template Library
Curated motion templates by scenario: dancing, walking, turning, waving, camera moves, etc.
Each template includes: recommended input specs, prompt structure, and common failure → fix guidance.
2) Character Replacement Playbook
Best practices for swapping a subject while keeping the motion:
How to pick a “stable” source clip (length, camera, motion amplitude)
How to provide reference images for higher consistency
What to tweak first when things break (highest-impact parameters)
3) Prompt Snippet Bank
Reusable prompt blocks for camera language, action phrasing, rhythm control, and stability constraints — designed to be mixed and matched.
Site: MotionControlAI.org
What I’d love feedback on
What motion-control scenarios do you use most? (dance / camera moves / lip-sync / action / daily motion…)
What templates would be most valuable to you? I can prioritize those first.
What should every template page include? (inputs, settings, “failure cases,” fixes, recommended clips, etc.)
If you drop a scenario keyword, I’ll curate and publish 5–10 templates around it next.
(PS: If you’ve got public-safe example clips or prompt patterns you’re willing to share, I’ll credit you.)
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