Kurotori Chiyoko is a fifth grader who loves the occult. One day, she tries to divine her friend's Cupid, but thanks to a stuffy nose summons a witch named Gyubid instead. From that day on, Gyubid becomes Chiyoko's magic instructor, and must learn to balance the gruelling demands of her training with her normal school life.