Weekly Client Check-in Agent

Progress happens between sessions, and clients who struggle quietly often drop out. Each week this agent sends every client a short check-in about the actions they agreed: workouts done, meals logged, habits kept, energy and any problems. It compares the answers with the client's plan and flags low adherence, setbacks or worrying replies. For each client it drafts a short personal reply for the professional to edit and send, and prepares a summary before the next session. The following week it checks whether the issue improved. If not, it flags the client for a plan change at the next session. The professional approves every reply. Edge case: replies that mention injury, fainting or extreme food restriction go to the professional at once.