Clinical supervisors overseeing therapists who work with trauma populations need to structure supervision sessions that address both clinical skill development and vicarious trauma monitoring, ensuring supervisees receive safety, transparency, and empowerment — the core trauma-informed principles — in the supervision relationship itself. This agent designs supervision session agendas grounded in trauma-informed supervision frameworks.