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I don't clean my palette fully. I equate this to not cleaning my brushes.I take off most paint with a palette knife and use it to stain panels, then using a paper towel remove what's left. The result is quite clean, but with a slight oily film to it. Then I squirt paint all over it again, and I just don't see the point in taking it all the way to squeaky clean.