chapter-evaluator
Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.
npx skills add majiayu000/claude-skill-registry --skill chapter-evaluator-panaversity-agentfactory --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Chapter Evaluator Skill Evaluate educational chapters through dual lenses: the **Student Experience** (engagement, clarity, confidence) and the **Teacher Perspective** (pedagogy, objectives, assessment). Output structured analysis with ratings, gaps, and actionable improvements. ## When to Use - Analyzing a chapter's overall quality before publication - Identifying why content "feels off" (too short, boring, disconnected) - Planning improvements to existing chapters - Comparing chapters against quality standards - User asks to "evaluate", "review", "analyze", or "assess" a chapter ## Evaluation Process ### Step 1: Gather Chapter Content Read all lesson files in the chapter directory: ```bash ls -la <chapter-path>/*.md | grep -v summary | grep -v README | grep -v quiz ``` For each lesson file, extract: - YAML frontmatter (learning objectives, cognitive load, skills, layer) - Word count - Section structure (headings) - Try With AI prompts - Hands-on exercises - Code examples ### Step 2: Student Perspective Analysis Evaluate as a beginner encountering this content for the first time. #### 2.1 Engagement Score (1-10) | Score | Criteria | |-------|----------| | 9-10 | Compelling hook,
- When to Use
- Evaluation Process
- Step 1: Gather Chapter Content
- Step 2: Student Perspective Analysis
- Step 3: Teacher Perspective Analysis
- Step 4: Gap Analysis
- Step 5: Generate Improvement Recommendations
- Output Format
- Quality Reference
- Resources
- references/
ls -la <chapter-path>/*.md | grep -v summary | grep -v README | grep -v quiz
What does the chapter-evaluator skill do?
Evaluate educational chapters from dual student and teacher perspectives. This skill should be used when analyzing chapter quality, identifying content gaps, or planning chapter improvements. Reads all lessons in a chapter directory and provides structured analysis with ratings, gap identification, and prioritized recommendations.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill chapter-evaluator-panaversity-agentfactory --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.