DeepTutor 轻量辅导台
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Description
融合 HKUDS/DeepTutor（arXiv:2604.26962）与 THU-MAIC/OpenMAIC（JCST 2026）的开源思路，在 WorkBuddy 内实现免外部 key 的轻量个性化辅导台。 港大版提供：混合个性化引擎（静态 RAG grounding + 动态学习者记忆）、L1/L2/L3 三层可检视记忆 + 记忆图谱、难度校准出题、引用溯源辅导、多引擎 RAG。 清华版提供：多智能体课堂角色（导师/助教/多人格同学/编排）、认知学生建模、布鲁姆分类法/ZPD/UDL 教育理论底座、圆桌辩论多视角理解。 本技能把两者压成可运行的辅导工作流：三层记忆 + 认知掌握度模型(BKT-lite) + 教育理论校准的难度出题 + 多视角圆桌 + 引用溯源 + 可选可视化讲解 + 主动复习触发 + Anki 直推。 适用：长期个性化一对一/小班陪学（化学/任意学科）；薄弱点被记住、被针对、被多视角辨析；讲解必须溯源；题落在最近发展区。 不适用：纯摘要/一次性解题（直接答）；仅排计划（路由 xuexi-zhidao）；仅转卡（路由 anki制作）。 trigger 词（中英）：个性化辅导 / 记住他的薄弱点 / 针对他的情况出题 / 掌握度追踪 / 我的学生档案 / 长期陪学 / 难度校准 / 引用教材讲解 / 多视角辨析 / 圆桌 / 认知诊断 / personalized tutor / mastery tracking / calibrated quiz / cognitive tutor
Install DeepTutor 轻量辅导台
Run this in your OpenClaw agent to add DeepTutor 轻量辅导台 from the ClawHub registry.
openclaw skills install deeptutor-liteRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
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Frequently asked questions
Is DeepTutor 轻量辅导台 safe to install?
DeepTutor 轻量辅导台 has a SkillsReview security score of 81/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does DeepTutor 轻量辅导台 cost?
DeepTutor 轻量辅导台 is free to install for OpenClaw via ClawHub.
What are the best alternatives to DeepTutor 轻量辅导台?
You can compare DeepTutor 轻量辅导台 side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install DeepTutor 轻量辅导台?
Install DeepTutor 轻量辅导台 from ClawHub at clawhub.ai/skills/deeptutor-lite, or use the install action on this page to copy the command for your OpenClaw agent.
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