One more detail: you can even edit “-pre.jpg” to “.png”. It actually works here, while I don’t recommend it when original file is jpg. (extremely rarely it may reduce size of one side by 1 px, though)
Also you can edit stuff on the link of the image from step 2, w/o looking into page code.