Just like all the worst real-world school subjects, her magic system isn’t something with a logic you can learn to understand, it’s something arbitrary you have to memorize. These poor kids are out here taking the equivalent of anatomy classes all day (why is that bone called the tibia? Don’t worry about it, just memorize it).