There’s no trade secret here—mineral spirits are a universal solvent for oil-based paint. They emit less odor than paint thinner and are considered more effective as a paint brush cleaner.
Get a good nylon or polyester brush for painting with latex and a good natural (animal hair) bristle brush for oil paints ... the paint onto newspaper before cleaning in soapy water.