skill-review

Audit SKILL.md files and references for structure, triggering, and safety issues.

Updated Mar 20, 2026
One-click install
npx skills add https://github.com/dljsjr/sandpiper-ai --skill skill-review-dljsjr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-review
Source: https://github.com/dljsjr/sandpiper-ai/tree/main/skills/sandpiper/skill-review
Command: npx skills add https://github.com/dljsjr/sandpiper-ai --skill skill-review-dljsjr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Audits skills for quality, triggering accuracy, structure, and adherence to best practices to ensure reliable loading and effective guidance.

Core Features & Use Cases

  • Provides a repeatable review methodology covering description quality, organization, and reference usage.
  • Guides improvements to ensure clear triggers, robust workflows, and safe, maintainable content.
  • Use when validating or improving any existing skill or when preparing a new skill for production release.

Quick Start

Run a qualitative review of a target skill, evaluate alignment with guidance, and report concrete improvements.

Frequently Asked Questions about skill-review

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

FAQPage Schema
How do I audit skill quality and structure for production release?

To audit skill quality, you review the target skill by examining its SKILL.md, references, and loading scripts to identify gaps in triggering, structure, and overall reliability before production release.

What does a skill review process check to improve triggering accuracy?

A skill review process examines SKILL.md, references, and loading scripts to enforce frontmatter presence, validate body structure, and ensure clear linking of assets, which directly improves triggering accuracy and reliability.

How do I validate frontmatter and reference linking in a skill library?

You validate frontmatter and reference linking by applying a review methodology to the target skill, checking for frontmatter presence, verifying clear linking of references and assets, and reporting any structural gaps.

Can I use a skill review to identify safety or tone issues in documentation?

Yes, you can use a skill review to identify safety or tone issues. The review process examines the skill's content and explicitly reports potential safety or tone issues alongside structural improvements.

When do I need to run a qualitative review on an existing skill?

You need to run a qualitative review when validating or improving any existing skill, or when preparing a new skill for production release to ensure reliable loading and effective guidance.