I've been trying to recall these children's picture books for a while. I had them from school as I was first learning to read, so likely aged 5/6/7 around the mid 1980s (I'm 40 now). They were the first books I read by myself for sheer enjoyment, we were only supposed to read a few pages per evening but I read a whole book and wanted more. There was a series of a few of them.
So, quite witchy, something about rooftops, possibly a cat, possibly a boy called Tobias? Vaguely magical. Probably a picture and a few lines of writing each page. Or maybe a few pages with 10-20 lines. Illustrations were blue and black tones. Sorry to not have more detail. I think I'm conflating some of those details with later books, just to confuse things. Help much appreciated.