Civilians were being killed, in masse, by the Separatist army. In a war, that, again, Palpatine had set up to be the only real winner. He had the clone army created, to be a trap, although the Jedi didn't know that. He wanted them to take command.

What, exactly, was the Order supposed to do? If they did nothing, people still died.