synthesis-content-quality

Community

36-point framework to audit and improve AI content

Authorrajivpant
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Provides a repeatable, confidence-tiered methodology to detect, score, and remediate quality problems in AI-assisted writing so editors and creators can publish reliable, human-reviewed content.

Core Features & Use Cases

  • 36-point evaluation: Comprehensive criteria across language, style, formatting, sourcing, confidentiality, and tone with high/medium/low confidence tags.
  • Detection & Triage: Highlights hallucinated citations, chatbot artifacts, placeholders, scenario fingerprinting, and concierge tone to prioritize editorial fixes.
  • Revision workflow: Stepwise guidance for eliminating formulaic patterns, verifying sources, adding expertise, and applying a Human Touch test; suitable for pre-publication review, training editors, and calibrating AI content generators.
  • Reference-backed guidance: Includes a detailed reference document explaining each criterion and remediation examples for consistent reviewer training.

Quick Start

Review this draft and produce a prioritized checklist of high, medium, and low confidence indicators from the 36-point framework with concrete revision actions.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: synthesis-content-quality
Download link: https://github.com/rajivpant/synthesis-skills/archive/main.zip#synthesis-content-quality

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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