As a native French speaker who knows how to do that without knowing the rule, an American friend once told me how they remember where to put the adjective: B.A.G.S.

Most adjectives dealing with the following will precede the noun: - Beauty - Age - Goodness - Size

It's not always correct but it's a good start...