Animator moving from Ai video generators, how do you keep your art style and control movement in Stable Diffusion?

Hi everyone, I’m an animation artist exploring Stable Diffusion for my personal workflow, and I’d love some guidance from people who are experienced with it. I come from tools like Luma AI and Runway, where I’ve been using image to video, video-to-video workflows to create stylized animations based on my own art style. Here’s a small example of what I’ve done, this is a test with my own artstyle and character: What I’m trying to understand is whether Stable Diffusion can a similar - or controlled - pipeline.