Parent Progress Update Agent

Parents of young music students support practice at home when they can see progress, but writing personal updates for every family takes hours. Once a month this agent gathers each student's lesson notes, practice logs, readiness ratings and any recordings. It drafts a short update per family with one thing that improved, one thing to work on next, and a simple way to help at home, choosing the clearest example from the evidence rather than general praise. The teacher edits and sends each update; the agent never sends on its own. Afterward it watches for replies, flags parent questions to the teacher, and drafts answers for review, checking again until every question has a response. Edge case: concerns such as a drop in motivation or practice minutes are written gently and marked for extra teacher review before the update goes out.