Ah, thanks. I completely missed that. You should probably at least have a button on the UI so pressing S isn't the only way to find it. Also, it's quite common to automatically assign skills while the bar isn't full.
Also, number keys from the keypad don't seem to work for assigning skills.
Edit: being able to use skills really mattered, managed to get to the thank you not now.