Workbench notes
A real iteration loop, from an uploaded still to a first take
Write the keep-and-move notes first, generate, then use the draft to correct the next prompt. The cards below show common work habits. They are not reviews of named users, and they are not proof of a specific clip.
He Yuxuan
E-commerce advertising operator
“I keep one product still, write a short motion note, generate a few takes, and pick the one whose rhythm fits the listing.”
Gu Zhiyuan
Short-form video creator
“One still gets me to a motion draft faster than starting from a blank timeline, as long as I keep the subject honest.”
Li Peishan
YouTube creator
“I reuse the same still and only change camera language, which makes the next image to video take easier to compare.”
“I test one motion direction at a time from the same still instead of rewriting the whole scene.”
“One still plus a motion note is a faster promo draft than building keyframes by hand.”
“A diagram still can take a simple camera move so a process is easier to show. That is a workflow note, not a classroom result claim.”