Well, we have currently discussions on this topic on the scikit-image github. Right now the policy is that the documentation points to the stable release version while the gallery of example points to the dev version so that users can see the latest additions. We might modify this, but if you don't mind, I'll stick with the website convention for now (and I might modify it later if we change the website, of course).