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copy-editor

Detect and correct AI writing patterns in text to restore natural human voice.

Updated Feb 16, 2026
Search Tags:#editing#ai writing#writing quality#anti-slop#copy editing#humanize text
One-click install
npx skills add https://github.com/atrislabs/atris-plugins --skill copy-editor-atrislabs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: copy-editor
Source: https://github.com/atrislabs/atris-plugins/tree/main/plugins/atris-workspace/skills/copy-editor
Command: npx skills add https://github.com/atrislabs/atris-plugins --skill copy-editor-atrislabs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill identifies and removes common AI writing patterns, making text sound more natural, human, and engaging. It helps overcome the sterile, overly formal, or repetitive style often found in AI-generated content.

Core Features & Use Cases

  • AI Pattern Detection: Identifies specific linguistic and stylistic markers common in AI writing.
  • Content Rewriting: Rephrases sentences and paragraphs to eliminate AI-isms while preserving meaning.
  • Voice and Personality Injection: Adds human-like nuances, opinions, and varied sentence structures.
  • Use Case: Review a draft blog post or technical documentation to ensure it doesn't sound like it was written by a machine, making it more relatable and trustworthy for readers.

Quick Start

Use the copy-editor skill to review the following text for AI writing patterns and suggest improvements.

Frequently Asked Questions about copy-editor

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

FAQPage Schema
How do I make AI writing sound more natural and human?▼

To make AI writing sound more natural, you need to detect and correct robotic patterns by rewriting sentences, injecting human-like nuances, and varying sentence structures while preserving the original meaning.

What are common AI writing patterns to look for when editing?▼

Common AI writing patterns include sterile, overly formal language, repetitive sentence structures, and specific stylistic markers that indicate machine generation, which can be identified through established AI writing guidelines.

How do I humanize text generated by AI for a blog post?▼

To humanize text for a blog post, review the draft to identify AI-isms, then apply content rewriting to eliminate robotic patterns and inject voice and personality, making the content relatable and trustworthy.

Can I use copy editing to remove robotic patterns from technical documentation?▼

Yes, you can use copy editing to review technical documentation for linguistic and stylistic markers of machine generation, ensuring the content does not sound like it was written by a machine.

Does AI pattern detection preserve the original meaning of the content?▼

AI pattern detection preserves the original meaning by analyzing content, language, and style, then rephrasing sentences and paragraphs to eliminate AI-isms while maintaining the core message.

What is the best way to edit messages for stylistic markers of machine generation?▼

The best way to edit messages for machine generation markers is to analyze communication patterns and apply content rewriting to replace sterile, repetitive language with natural human voice.

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