Agent skill · writing content · aiskillstore
content-evaluation-framework
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). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.
Why this skill is useful
Provides a systematic evaluation rubric for educational content that includes weighted scoring and specific criteria not commonly found in generic frameworks.
What it needs
About 6k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
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. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/content-evaluation-framework