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concept-mastery-validator

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Original

English
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Translation

Chinese

Concept Mastery Validator

概念掌握验证工具

Purpose and Intent

用途与目标

The 
concept-mastery-validator
is a quality assurance tool for educators and mentors. It ensures that the learning journey is logically sound and that students are not asked to perform tasks for which they haven't yet received foundational training.
concept-mastery-validator
是面向教育工作者和导师的质量保障工具。它确保学习路径逻辑严谨，不会要求学生完成那些尚未接受过基础培训的任务。

When to Use

适用场景

  • Curriculum Auditing: Run this after designing a new module to ensure the learning objectives match the suggested projects.
  • Project Refinement: Use this to identify if a project is too difficult or requires "hidden" knowledge not covered in the lessons.
  • 课程审核：在设计完新模块后运行此工具，确保学习目标与推荐项目相匹配。
  • 项目优化：用于识别项目是否难度过高，或者是否需要课程中未涵盖的“隐性”知识。

When NOT to Use

不适用场景

  • Individual Student Grading: This tool audits the curriculum structure, not the student's personal performance.
  • 学生个人评分：此工具审核的是课程结构，而非学生的个人表现。

Security and Data-Handling Considerations

安全与数据处理注意事项

  • Safe structural analysis; does not require sensitive student or proprietary data.
  • 安全的结构分析；无需敏感的学生数据或专有数据。