content-quality-editor

Removes repetitive phrases and applies final polish to AI-generated text.

22|2|Updated Mar 24, 2026

Search Tags:#editing #quality-check #voice-preservation #ai-content #content-cleanup #prose-editing

Ready to run

npx skills add https://github.com/jshsakura/awesome-opencode-skills --skill content-quality-editor

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: content-quality-editor
Source: https://github.com/jshsakura/awesome-opencode-skills/tree/main/skills/content-quality-editor
Command: npx skills add https://github.com/jshsakura/awesome-opencode-skills --skill content-quality-editor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated content often carries detectable pattern artifacts and consistency quirks that reduce credibility. This skill strips obvious AI tells and applies a final quality pass to restore human-like nuance and clarity.

Core Features & Use Cases

Mechanical pattern removal: eliminate repetitive phrases and hedging words.
Light editorial polish: preserve voice and intent while improving readability.
Use Case: prepare blog posts, READMEs, release notes, commit messages, PR descriptions, docs, or social posts for publication.

Quick Start

Ask me to clean and polish AI-generated text to read like human writing while preserving voice.

Frequently Asked Questions about content-quality-editor

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

FAQPage Schema

How do I make AI-generated content read like human writing?▼

To make AI-generated content read like human writing, you need to remove detectable pattern artifacts and apply a final editorial polish. This process eliminates repetitive phrases and hedging words while restoring human-like nuance and clarity.

What is the best way to remove AI pattern artifacts from blog posts and docs?▼

The best way to remove AI pattern artifacts from blog posts and docs is through mechanical pattern removal and light editorial judgment. This strips obvious AI tells and consistency quirks while improving readability for publication workflows.

Can I clean up AI-generated text for commit messages and PR descriptions?▼

Yes, you can clean up AI-generated text for commit messages and PR descriptions. The skill applies a final quality pass to development content, removing repetitive phrasing while preserving the technical intent needed for release notes and documentation.

How does voice preservation work when editing AI content?▼

Voice preservation during AI content editing works by applying light editorial judgment rather than aggressive rewriting. It improves readability and removes hedging words while maintaining the original intent and unique style of the text.

What are the limitations of automated prose editing for AI content?▼

A limitation of automated prose editing for AI content is that it applies light editorial judgment rather than deep structural restructuring. It focuses on mechanical pattern removal and final polishing, meaning heavily flawed content may need manual review.