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humanizer

Rewrite AI-generated text into natural prose by removing common AI writing patterns.

17|Updated May 24, 2014
Search Tags:#editing#llm#ai writing#content refinement#natural language#humanizer
One-click install
npx skills add https://github.com/blacktop/dotfiles --skill humanizer-blacktop
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/blacktop/dotfiles/tree/main/ai/skills/humanizer
Command: npx skills add https://github.com/blacktop/dotfiles --skill humanizer-blacktop

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill removes patterns commonly found in AI-generated text, making writing sound more natural, engaging, and human-authored.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing tells (e.g., inflated symbolism, promotional language, em dash overuse).
  • Natural Language Rewriting: Rephrases AI-generated sentences to improve flow, vary sentence structure, and inject personality.
  • Use Case: You've used an LLM to draft a blog post, but it sounds a bit sterile. Use this Skill to refine the text, making it more engaging for your readers.

Quick Start

Use the humanizer skill to rewrite the following text to sound more natural and less like AI.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI-generated text sound more natural and human?▼

To make AI writing sound more natural, you must detect and remove common AI patterns like promotional language and em dash overuse. This refines the prose by varying sentence structure and injecting personality for your blog posts or articles.

What are common AI writing patterns I should look for when editing content?▼

Common AI writing patterns include inflated symbolism, promotional language, and em dash overuse. Identifying these specific stylistic markers allows you to flag and rewrite AI-generated sentences to improve flow and sound more human-authored.

How do I refine an AI drafted blog post so it sounds less sterile?▼

To refine a sterile AI drafted blog post, you rewrite the text to improve flow and vary sentence structure. This removes detected AI writing tells and injects a more engaging, human-authored personality into the final content.

Does this approach work for editing marketing copy and articles?▼

Yes, this natural language rewriting approach works for marketing copy and articles. It applies linguistic analysis to detect and rephrase AI writing tells, ensuring your content editing tasks produce engaging and human-sounding prose.

What is the best way to rewrite AI text to avoid AI detection markers?▼

The best way to rewrite AI text is to analyze it against established signs of AI writing and rephrase flagged sections. This removes predictable promotional language and structural repetition, resulting in natural prose.

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