humanizer

Detect and rewrite AI-generated stylistic patterns in text.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/adiytharpansa/openclawuserland --skill humanizer-adiytharpansa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/adiytharpansa/openclawuserland/tree/main/skills/humanizer
Command: npx skills add https://github.com/adiytharpansa/openclawuserland --skill humanizer-adiytharpansa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove AI-generated stylistic artifacts and generic phrasing from text so it reads as natural, specific, and human-authored. This reduces formulaic language, vague attributions, promotional tones, and other AI-isms that harm credibility when publishing or sharing written content.

Core Features & Use Cases

  • Pattern detection: Identifies documented AI-writing patterns such as significance inflation, rule-of-three lists, em-dash overuse, vague attributions, filler phrases, and AI vocabulary.
  • Humanizing rewrites: Rewrites problematic sections to preserve meaning while matching the intended tone (formal, casual, technical) and adding personality where appropriate.
  • Editorial guidance: Summarizes key changes and offers suggestions for specificity, rhythm, and voice to make text publication-ready.
  • Use Case: Edit an article draft or product description generated by an LLM to remove generic phrasing, replace vague claims with concrete details, and introduce a clearer, more varied sentence rhythm.

Quick Start

Humanize this text while preserving the original meaning and the target tone: [paste the passage to rewrite]

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI detection patterns from generated text?

To remove AI detection patterns from generated text, the humanizing process identifies formulaic phrasing, vague attributions, and AI vocabulary, rewriting them into natural, specific language while preserving meaning and tone for publication-ready copy.

What is the best way to humanize AI-generated marketing copy?

The best way to humanize AI-generated marketing copy is to detect promotional language and filler phrases, then rewrite those sections to match your intended tone. This adds personality, replaces vague claims with concrete details, and introduces a clearer, more varied sentence rhythm.

Can I rewrite AI articles to match a specific style guide?

Yes, you can rewrite AI articles to match a specific style guide by applying editorial guidance that preserves the intended tone. Whether formal, casual, or technical, the process adjusts problematic sections and offers suggestions for specificity, rhythm, and voice to ensure alignment.

How do I edit AI-generated documentation to sound more natural?

To edit AI-generated documentation to sound more natural, detect and correct documented stylistic issues like rule-of-three lists and filler phrases. Rewrite these sections to preserve meaning while matching the technical tone, producing concise, publication-ready text without generic phrasing.

Does copy-editing AI text preserve the original meaning and tone?

Yes, copy-editing AI text preserves the original meaning and tone. The humanizing rewrite process specifically targets formulaic language and AI patterns, correcting stylistic issues while maintaining the intended message and voice for publication-ready output.

When should I not use a humanizing rewrite on my content?

You should not use a humanizing rewrite when your content requires exact verbatim preservation or lacks established stylistic issues. The process targets specific AI artifacts like significance inflation and vague attributions, so highly technical or formulaic text may not benefit from added personality.