humanizer

Detect and remove AI-generated writing patterns from input text.

Updated Apr 4, 2026
One-click install
npx skills add https://github.com/SimonOneNineEight/openclaw --skill humanizer-simononenineeight
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/SimonOneNineEight/openclaw/tree/main/workspace/skills/ai-humanizer
Command: npx skills add https://github.com/SimonOneNineEight/openclaw --skill humanizer-simononenineeight

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Detect and remove telltale AI-generated writing patterns and transform drafts so they read like natural human prose, preserving meaning while removing mechanical phrasing and filler. The skill helps editors, content teams, and agents identify stylistic and statistical signals of AI output and provides prioritized suggestions and safe auto-fixes.

Core Features & Use Cases

  • Pattern detection: 24 detectors covering content, language, style, communication, and filler categories.
  • Statistical analysis: Computes burstiness, type-token ratio, trigram repetition, sentence variation, and readability to supplement pattern matches.
  • Humanization & autofix: Offers rewrite suggestions, guidance, and a set of safe automatic mechanical fixes (quotes, filler phrases, chatbot artifacts).
  • Use cases: Clean up AI drafts, bake human-writing rules into agent prompts, score content for AI-likeness, and produce humanized versions for publication.

Quick Start

Humanize the provided draft by removing AI patterns, preserving the original meaning, and returning a natural, human-sounding rewrite with suggested edits.

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 human before publishing?

To make AI-generated text sound more human, this skill applies 24 pattern detectors and statistical checks to identify mechanical phrasing. It returns prioritized rewrite suggestions and safe auto-fixes that produce natural, human-sounding prose.

How does AI text detection scoring work for drafts and articles?

AI text detection scoring works by calculating statistical metrics like burstiness, type-token ratio, and trigram repetition alongside pattern matching. These combined checks generate a 0-100 AI-likeness score for drafts and articles.

Can I automatically rewrite chatbot artifacts and filler phrases out of my content?

Yes, you can automatically rewrite chatbot artifacts and filler phrases out of your content. The skill provides safe automatic mechanical fixes that remove these artifacts and filler phrases while preserving the original meaning.

What is the best way to bake human-writing rules into agent prompts?

The best way to bake human-writing rules into agent prompts is to apply the skill's humanization guidance and pattern detection rules. This ensures agent responses adhere to natural prose standards and avoid mechanical AI patterns.

What statistical signals does AI text analysis check to identify mechanical writing?

AI text analysis checks statistical signals including burstiness, type-token ratio, trigram repetition, sentence variation, and readability. These metrics supplement 24 content and language pattern detectors to identify mechanical writing.