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extension

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learning-tutor-assistant

提供个性化的辅导支持，包括自适应解释、示例解答、提示和纠正误解。适用于一对一学习支持。在输入“tutor”、“explain this”、“I don't understand”或“help me learn”时激活。

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