Program Evaluation Data Agent

Evaluating an education program means pulling outcome data, attendance, surveys and implementation records from several schools into one picture, and missing or messy files can stall the work for weeks. This agent follows the agreed evaluation plan. It collects each data set, checks completeness and quality, and sends specific requests to school contacts for missing or inconsistent data. It checks again after each reply. Once the data passes the completeness bar, it runs the planned comparisons, such as before and after or program versus comparison schools, and drafts findings with their limits stated clearly. If a school never sends data, it reports results without that school and explains the gap. The evaluation lead reviews everything before it is shared. Edge case: groups smaller than the set size are suppressed so no student can be identified.