Course Evaluation Agent

The Course Evaluation Agent helps faculty and administrators make sense of open-ended student course evaluation comments without reading every response line by line. It synthesizes the feedback into an executive-style report that groups similar comments into themes, characterizes overall sentiment, and separates what worked from what needs attention, all while keeping individual students unidentifiable. The result is a concise summary a busy instructor can act on quickly.

• Groups similar student comments into common themes rather than listing every response individually
• Assesses overall sentiment and distinguishes what was praised from what was criticized
• Organizes findings into clear strengths and suggestions-for-improvement sections
• Notes rough proportions of feedback (e.g., "most students felt...") only when the data supports it, without fabricating numbers
• Anonymizes any quoted examples and omits student names or unrelated personal details