skill-quality-auditor

Audit agent skills using a 9-dimension quality framework and generate remediation plans.

9|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/pantheon-org/tekhne --skill skill-quality-auditor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-quality-auditor
Source: https://github.com/pantheon-org/tekhne/tree/main/skills/agentic-harness/skill-quality-auditor
Command: npx skills add https://github.com/pantheon-org/tekhne --skill skill-quality-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires bun, jq, git, and includes scripts (resource) and references (resource) and templates (resource) and schemas (resource) components.

What problem does it solve?

This Skill automates the evaluation, scoring, and remediation of agent skills, ensuring they meet high-quality standards and adhere to best practices.

Core Features & Use Cases

  • Automated Quality Audits: Evaluate skills using a 9-dimension framework (Knowledge Delta, Mindset, Anti-Patterns, etc.).
  • Duplication Detection: Identify and flag redundant content across skills.
  • Remediation Planning: Generate actionable plans to improve skill quality.
  • Use Case: You've just added 10 new skills to your repository. Run a full audit to identify any skills that are below A-grade, have duplicate content, or need specific improvements before they are published.

Quick Start

Run a full audit of all skills in the repository.

Frequently Asked Questions about skill-quality-auditor

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

FAQPage Schema
How do I audit agent skills for quality and best practices?

To audit agent skills, you can evaluate them using a 9-dimension quality framework that scores knowledge delta, mindset, and anti-patterns. This process generates actionable remediation plans to ensure skills meet A-grade publication standards.

What's the best way to detect duplicate content across agent skills?

The best way to detect duplicate content is using an automated skill audit tool that flags redundant information across your repository. This identifies overlapping skills before publication to maintain content uniqueness.

How do I enforce CI quality gates for SKILL.md files?

You can enforce CI quality gates by running an automated validation process that checks SKILL.md files against artifact conventions and tessl registry compliance. This ensures only A-grade skills pass the pipeline.

Do I need git and jq installed to run a skill quality audit?

Yes, you need git, jq, and bun installed in your environment to run the skill quality audit. These dependencies are required to parse artifacts, track score trends, and execute remediation scripts.

How does a 9-dimension quality framework evaluate agent skills?

A 9-dimension quality framework evaluates agent skills by scoring criteria like Knowledge Delta, Mindset, and Anti-Patterns against established best practices. This generates a baseline score to track quality trends and identify specific improvement areas.

Why are my agent skills failing quality gates during CI/CD?

Agent skills fail quality gates during CI/CD when they do not meet artifact conventions, contain duplicate content, or fall below A-grade scoring in the 9-dimension audit. Run a remediation plan to identify and fix specific compliance failures.