Graduation Credit Check Agent

Counselors must make sure every student is on track to meet graduation requirements, and a missing credit found in senior spring is hard to fix. At the start of each term this agent compares every student's transcript with requirements by subject area, projects credits through the planned graduation date, and lists students at risk, seniors first. For each, it drafts a meeting invite and lists recovery options such as credit recovery, summer courses or schedule changes. The counselor meets the student and family and approves any schedule change. At term end the agent checks whether each gap closed. If not, it looks for summer or credit recovery options and escalates to the counselor. Edge case: transfer students with credits still being evaluated are flagged separately so they are not told to retake courses they may already have.