Quality rubric
Use this rubric to judge whether the AI output is classroom-ready or needs another iteration.
| Dimension | Classroom-ready output should include |
|---|---|
| Coverage | Matches the provided learning objective and source material without drifting into unrelated topics. |
| Practice | Includes retrieval questions, answer key, worked examples, and common mistakes. |
| Level fit | Uses age-appropriate explanations and vocabulary. |
| Study plan | Converts the time budget into realistic sessions with review checkpoints. |