Done it many times after assembly. If the wood is bare use some Minwax sanding sealer from home depot. Prime light coats, sand 220, prime until you have one uniformed prime surface. sand 220 then lay color down. Light coats are going to keep you from running the paint. Many light coats are better than a couple thick coats.