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This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient
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Content Evaluation Framework
This skill provides a comprehensive, systematic rubric for evaluating educational book chapters and lessons with quantifiable quality standards.
Constitution Alignment : v4.0.1 emphasizing:
Principle 1 : Specification Primacy ("Specs Are the New Syntax")Section IIa : Panaversity 4-Layer Teaching MethodSection IIb : AI Three Roles Framework (bidirectional co-learning)8 Foundational Principles : Including Factual Accuracy, Coherent Structu
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