Leadership III is the final step of the line, letting five Rooks follow you. It unlocks free at level 5 after Leadership II.
Leadership III sits at position 8 of 18 in the Ecosystem tree. Leadership III costs no skill points. You need level 5 and Leadership II before you can buy it. Jacob and Evie each have their own skill tree, so you buy Leadership III once for each twin.