Worried that the pro-growth, deregulation-focused Trump administration isn’t going to write new safety and health rules or aggressively enforce the ones already on the books, labor advocates are turning their attention to reforms at the local level.

Take Barbara Rahke, director of the Philadelphia Area Project on Occupational Safety and Health, who recently arranged a meeting including not just local Occupational Safety and Health Administration officials, but also Philadelphia city council members and...