 Kelly was described as peculiar, reportedly having suffered a mental breakdown as an adolescent.As an adult, he was accused of peeping and several times asking young women and girls to pose nude for him.On June 8, 1912, he came to Villisca to teach at the Children's Day services, which the Moore family attended on June 9, 1912.