Synth, is that jacket in a neoprene fabric?
I might be alone on this, but I don't dig it paired with that stuff. I would really like to see it in a ultra minimal, sharp and strict tailored style. That may not be your thing but I bet it would look great with clean cut trousers and some kind of wedge sole derby / boot, like the good COS fits.
It's not actually Neoprene (C), but yes, it is a neoprene-esque padded foam. It would definitely do very well in that sort of setting. On the other hand, I don't have any of that stuff, nor is it really my thing - I'd love to see it worn that way, though. I imagine it with Raf a lot, like you're describing. Or just some balenciaga high tops.