content-evaluation-frameworklisted

# 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 Method - **Section IIb**: AI Three Roles Framework (bidirectional co-learning) - **8 Foundational Principles**: Including Factual Accuracy, Coherent Structure, Progressive Complexity - **Nine Pillars** (Section I): AI CLI, Markdown, MCP, AI-First IDEs, Cross-Platform, TDD, SDD, Composable Skills, Cloud-Native ## Purpose Evaluate educational content across 6 weighted categories to ensure: - Technical correctness and code quality - Effective pedagogical design and learning outcomes - Clear, accessible writing for target audience - Proper structure and organization - AI-augmented learning principles (learning WITH AI, not generating FROM AI) - Constitution compliance and standards adherence ## When to Use This Skill Invoke this evaluation framework at multiple checkpoints: 1. **During Iterative Drafting** - Mid-process quality checks to catch issues early 2. **After Lesson/Chapter Completion** - Comprehensive evaluation before moving to next content unit 3. **On-Demand Review Requests** - When user explicitly asks for quality assessment 4. **Before Validation Phase** - Part of the SDD Validate phase workflow for final sign-off ## Evalu