'Ability' refers to the actual skill, power, or competence to do something, which fits perfectly when discussing someone's skill to lead. 'Capacity' typically refers to the potential or volume to contain or hold something, while 'capability' is more general and refers to potential or ability. 'Ability' is the most precise term for describing actual leadership skill.