synthesis-content-quality

Evaluate AI-assisted content quality using a 36-criteria checklist.

15|2|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/synthesisengineering/synthesis-skills --skill synthesis-content-quality-synthesisengineering
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: synthesis-content-quality
Source: https://github.com/synthesisengineering/synthesis-skills/tree/main/synthesis-content-quality
Command: npx skills add https://github.com/synthesisengineering/synthesis-skills --skill synthesis-content-quality-synthesisengineering

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The core need is to assess and improve AI-assisted content quality using a structured framework of 36 criteria that captures style, accuracy, and integrity.

Core Features & Use Cases

  • 36 quality criteria organized into confidence tiers to guide editing and evaluation.
  • Provides concrete feedback prompts to calibrate writers, editors, and AI tools.
  • Applicable across editorial reviews, publishing workflows, and training materials to improve consistency and trust.

Quick Start

Run a content-quality review on your draft by applying all 36 criteria to identify actionable improvements.

Frequently Asked Questions about synthesis-content-quality

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

FAQPage Schema
How do I evaluate AI content quality during an editorial review?

To evaluate AI content quality, apply a structured 36-criteria checklist to your drafts. This framework assesses style, accuracy, and integrity, surfacing concrete feedback and actionable improvements for your editorial workflows.

What is the best way to fact-check AI-assisted drafts for publishing?

The best way to fact-check AI-assisted drafts is using a 36-criteria quality assessment organized into confidence tiers. This surfaces specific feedback to calibrate writers and ensures publishing consistency and trust.

Can I use a standardized checklist to improve AI writing trainings?

Yes, you can use a 36-criteria evaluation framework to improve AI writing trainings. It provides concrete feedback prompts that calibrate writers, editors, and AI tools to maintain content quality and consistency.

Does this content quality evaluation method require any specific dependencies?

No specific dependencies are required to perform this content quality evaluation. You can systematically assess AI-assisted drafts across style, accuracy, and integrity using only the built-in 36-criteria checklist.

How do I systematically edit AI-generated content for accuracy and integrity?

You systematically edit AI-generated content by applying a 36-criteria checklist organized into confidence tiers. This evaluates accuracy and integrity while providing actionable feedback to guide your improvements.