synthesis-content-quality
Community36-point framework to audit and improve AI content
Content & Communication#anonymization#hallucination-detection#content-quality#writing-improvement#ai-content#editorial-review
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 requiredComponents
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.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.