Open Book tries to open videos
Use the "Open book" option. You will be presented with a screen to choose a book. However, this is apparently some kind of Android system dialog which is being called, and if you click on the hamburger menu it gives you options to open images, video, audio, and recent, where recent not only includes videos, but doesn't include any of the items in Recent Books. If you try exploring any directories it also includes videos.