Nornagest comments on Examples of growth mindset or practice in fiction - Less Wrong
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I haven't read the Potter books for a long while, but from what I recall they're pretty good at avoiding instant-gratification solutions when there's some specific plot coupon that the protagonists need to master. The Patronus charm, the Polyjuice potion, etc. Harry even tries hard and fails to learn an essential skill once, with Occulemency, which is practically unheard of in fiction.
It doesn't seem to generalize very well, though. The protagonists are mediocre students aside from Hermione, and after the first couple of books her studiousness seems to be treated more as a character quirk than a serious advantage. And it's rarely more than a plot coupon that they need: most of their final successes come from dumb luck or outside intervention.