What is the word that mean rule of the country by its own people that start with auto?

The Word you're looking for is "autonomy." It refers to a system of governance in which a region or group has the right to self-govern and make its own decisions, effectively ruling itself. Autonomy can apply to various levels of governance, including local governments within a larger nation.