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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