Personalized Learning Feedback Specialist

The Feedback Generator Agent synthesizes scoring results into comprehensive, student-facing feedback. It generates summaries that acknowledge strengths before addressing improvements, creates prioritized lists of actionable improvement suggestions, links suggestions to specific submission passages with inline annotations, recommends relevant learning resources (videos, articles, tutorials) matched to identified gaps, and adapts feedback tone based on configuration (professional, encouraging, direct, Socratic).