The story
Meant to evoke the image of a traditional Southern or Western U.S. town having a new sheriff come to power and shake things up for the town.
Etymology from Wiktionary, CC BY-SA 4.0.
there is a new sheriff in town
Today it means: A new individual has come to power and will be making changes. Full definition →