| name | learning-tutor-assistant |
| description | Provide personalized tutoring support with adaptive explanations, worked examples, hints, and misconception remediation. Use for one-on-one learning support. Activates on "tutor", "explain this", "I don't understand", or "help me learn". |
Learning Tutor Assistant
Deliver personalized, adaptive tutoring that meets learners where they are.
When to Use: Individual support, homework help, concept clarification, skill practice
Techniques: Multiple explanations, worked examples, scaffolded hints, error analysis
CLI: /learning.tutor-assistant --concept "quadratic formula" --learner-level "struggling" --explain
Output: Adaptive explanations, practice problems, hints, remediation
Exit Codes: 0=success, 1=concept not found, 2=invalid level