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skill-reviewer

Review SKILL.md files for format, persona, pedagogy, and agent readiness.

27|5|Updated Feb 24, 2026
Search Tags:#quality assurance#developer tool#pedagogy#AI skill#skill review#markdown validation
One-click install
npx skills add https://github.com/harvard-lil/skills-hub-demo --skill skill-reviewer-harvard-lil
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-reviewer
Source: https://github.com/harvard-lil/skills-hub-demo/tree/main/skills/skill-developer/skill-reviewer
Command: npx skills add https://github.com/harvard-lil/skills-hub-demo --skill skill-reviewer-harvard-lil

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps skill developers ensure their SKILL.md files are high-quality, compliant with standards, and effective for AI agents.

Core Features & Use Cases

  • Format Compliance Check: Verifies the presence and correctness of SKILL.md frontmatter and structure.
  • Persona Alignment: Assesses adherence to persona objectives and constraints.
  • Pedagogical Quality Evaluation: Reviews the learning design, specificity, and clarity of instructions.
  • Agent-Readiness Assessment: Identifies ambiguities and potential issues for AI execution.
  • Use Case: A subject matter expert has written a new skill for the 'Professor' persona and wants to ensure it meets all the Legal Ed Skills Hub standards before submission.

Quick Start

Review the provided SKILL.md content for format, persona, pedagogy, and agent readiness.

Frequently Asked Questions about skill-reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate a SKILL.md file for AI agent-readiness?▼

Reviewing a SKILL.md file for agent-readiness involves evaluating its structure, persona alignment, and pedagogical soundness to identify ambiguities that could hinder AI execution, ensuring the skill meets required quality standards.

What is skill review for markdown validation and pedagogical quality?▼

Skill review is an evaluation process that checks an existing SKILL.md file for format compliance, pedagogical quality, and persona alignment. It verifies frontmatter correctness, assesses learning design clarity, and ensures the skill meets Legal Ed Skills Hub standards.

Can I check if my SKILL.md meets Legal Ed Skills Hub standards before submission?▼

Yes, you can evaluate your SKILL.md against Legal Ed Skills Hub standards by checking format compliance, persona alignment, pedagogical quality, and agent-readiness. This identifies any missing frontmatter or structural issues before submission.

How do I assess persona compliance in a SKILL.md file?▼

Assessing persona compliance involves reviewing the SKILL.md content to ensure it adheres to specific persona objectives and constraints. This verification checks whether the instructions align with the intended agent's behavioral guidelines.

What are the limitations of automated SKILL.md quality assurance?▼

Automated SKILL.md quality assurance reviews static markdown content for format compliance and pedagogical design but cannot test runtime AI execution or external context. It is limited to assessing structural soundness and identifying potential ambiguities.

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