Skill points indicate how well you have practiced the skill. It is a measure of field experience. Whenever you gain a new skill, you start at one point. To learn the advanced level of any skill, you need to have reached 3 skill points. 6 points for expert level, 9 for master and 12 for grandmaster.
You can gain skill points by using your skill (see here).