If you have a piece of varnished furniture, then it is best to sand it before applying a primer and paint. That being said, you could skip this step if you clean the surface thoroughly and use a good, high-quality bonding primer to offer a durable surface for the paint to adhere to. Painting straight onto silky varnish may mean the paint struggles to stick, leading it to peel off over time and with everyday use.