Generates per-student actionable feedback mapped to rubric criteria and evidence, with concrete next-step recommendations.
name feedback-personalizer description Generates per-student actionable feedback mapped to rubric criteria and evidence, with concrete next-step recommendations. version 1.0.0 Feedback Personalizer Goal Turn scores and evidence into concise, actionable learning feedback. Inputs rubric.md Per-student evidence files Scores and criterion-level outcomes Produce For each learner, write feedback/<student-id>.md with: strengths tied to rubric criteria weaknesses tied to explicit evidence priority fixes (short term) practice plan (medium term) Also write feedback-summary.json with cohort-level patterns. Rules No generic praise/criticism without criterion reference. Separate factual evidence from interpretation. Keep tone professional and improvement-oriented. Avoid disclosing solution keys beyond allowed policy.