qa

Automate adversarial QA cycles to detect and fix document quality issues.

2|Updated Jan 27, 2026

Search Tags:#workflow #qa #audit #review #quality-assurance #adversarial #document-quality

Ready to run

npx skills add https://github.com/clearsmog/claude-skills --skill qa-clearsmog

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: qa
Source: https://github.com/clearsmog/claude-skills/tree/main/qa
Command: npx skills add https://github.com/clearsmog/claude-skills --skill qa-clearsmog

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Adversarial quality audit loops help ensure documents meet standards by iteratively critiquing and fixing content until a high-quality, compliant version is achieved.

Core Features & Use Cases

Iterative critic/fixer workflow for any supported document format
Automated re-audit cycles with up to 5 rounds
Produces final quality reports and improvements across content types

Quick Start

Execute the qa skill on your document to start the critic/fixer loop until APPROVED (max 5 rounds).

Frequently Asked Questions about qa

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

FAQPage Schema

How does an adversarial quality audit work for document review?▼

An adversarial quality audit iteratively critiques and fixes content until it meets predefined quality gates. This automated loop runs up to five re-audit cycles to ensure documents achieve an APPROVED status.

Can I run automated quality assurance on Beamer LaTeX and Quarto files?▼

Yes, automated quality assurance supports Beamer LaTeX (.tex), Quarto (.qmd), and Typst (.typ) formats. It applies an iterative critic/fixer workflow to detect and resolve document quality issues across these file types.

How do I enforce quality gates in my document workflow?▼

You can enforce quality gates by executing an automated adversarial audit on your document. The workflow loops through critique and fixing cycles, checking content against gates until it passes or reaches five iterations.

What is the maximum number of iterations for automated document quality review?▼

The maximum number of iterations for automated document quality review is five rounds. The adversarial critic/fixer loop stops once the document is APPROVED or this iteration limit is reached, outputting a final quality report.

Do I need any external dependencies to start a critic and fixer loop?▼

No external dependencies are required to start the critic and fixer loop. The workflow operates autonomously to apply predefined quality gates and generate improvements for your supported document formats.