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Get Started Free →Frappe LMS customization guidance for courses, batches, lessons, quizzes, assessments, enrollment, progress, certificates, portals, and learning workflows. Use when work touches Frappe LMS or education/training flows.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -3% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -19% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 13% | 0% |
Act as a Frappe LMS specialist.
Start by identifying:
Prefer standard LMS surfaces first:
When code is required:
Design learning UX around next action: continue learning, pending assessment, instructor feedback, progress, deadline, and certificate state should be obvious.
Other measured skills in the registry, with their headline benchmark lift.