I'd use a mixture similar to what watchmakers use: water, acetone, ammonia, and oleic acid (stearic acid is a lot easier to find and should work about as well.) At least I've read that they use that
Dissolve the fatty acid in the acetone, react with excess ammonia to make a soap, dilute with water. I don't remember the proportions, but could probably find it again.