Skill Books range from I-X, with the highest enhancing your card's skill rate. By strengthening with skill books, your card's skill level can gradually increase. Depending on the skill, the amount it takes to reach the max level is different.
There are skills that can't be increased at all.
Other than skill books, skill levels cannot be directly improved.