I tried a couple of agents and stuck with open art consistent character. gonna try higgsfield as well. the hardest part is her body. i generate a lot of junk until i get something that looks like her. for consistency in video, i ask veo 3 to change the angle and screenshot for a new frame to video prompt, so it looks like a doc with two cameras.

https://about.ideogram.ai/character Ideogram released consistent character from a single picture 2 days ago.