Skill Quality Auditor FAQs

Question 1

How does the 8-dimensional scoring system work?

Accepted Answer

It assesses skills across eight criteria including Knowledge Delta, Specification Compliance, and Practical Usability, totaling 120 points to assign a final grade from A to F.

Question 2

When should I use the 'Quick Scan' versus a 'Full Audit'?

Accepted Answer

Use Quick Scan for initial screening or triage (5-10 mins); use a Full Audit for comprehensive quality assessments and production-readiness checks (20-30 mins).

Question 3

Does this skill provide actionable feedback?

Accepted Answer

Yes, every evaluation results in a structured report that identifies critical issues that must be fixed and provides specific suggestions for improvement.

Question 4

What is the primary purpose of the Skill Quality Auditor?

Accepted Answer

It evaluates AI Agent Skills (specifically SKILL.md files) against official specifications to ensure high quality, expert-level knowledge, and production readiness.

Question 5

What are 'Knowledge Delta' red flags?

Accepted Answer

Red flags include sections that explain basics, provide generic best practices, or offer step-by-step tutorials for standard industry operations that the AI already knows.

Skill Quality Auditor

About

Key Features

Use Cases

Skill Quality Auditor

About

Key Features

Use Cases