Can I apply wood oil over varnish?

In short, no. Varnish is a coating type product that coats the wood with a plastic shell or skin. Wood oils work by penetrating into the wood but can't with a varnish covering the wood grain. All varnish coatings need to be fully removed by sanding before an oil can be applied.