Frankfurt is clear enough about what he is doing in each section of this article that I won’t offer an overview.
Let me just ask you to recall the Stoic example of a dog tied to a cart (Pereboom, pp. 13-14) and also to pay special attention to Frankfurt’s discussion near the end (p. 194) of how the principle he has criticized in the article might be revised.