Content Evaluation Framework

About

This skill provides a systematic methodology for reviewing technical book chapters and educational content, specifically tailored for AI-first learning environments. It employs a comprehensive scoring system that weights technical accuracy, pedagogy, writing quality, and organization, while enforcing a mandatory constitution compliance gate. By offering structured feedback and quantifiable quality tiers, it enables authors and educators to maintain high standards throughout the drafting process, final reviews, and pre-publication validation phases.

Key Features

• Pass/Fail constitution compliance gating for core principle alignment
• Multi-tier assessment ranging from Insufficient to Excellent with evidence tracking
• Detailed rubric criteria for objective, evidence-based content review
• Six-category weighted scoring system including technical accuracy and pedagogy
• 0 GitHub stars
• Structured evaluation report generation with prioritized improvement tasks

Use Cases

• Reviewing educational materials for alignment with AI-first teaching and co-learning principles
• Performing final quality gate assessments before moving content to the validation phase
• Conducting mid-process quality checks during the iterative drafting of technical lessons