/diy/ - Do It Yourself

This is a picture of the skirting on my ceiling. How would you go about fixing it?

It's my house, and I'm trying to fix the imperfections before painting it. I'm thinking of cleaning it up with a chisel and using either plaster or silicone to fill it, then paint over.