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humanize-ai-text

Detect AI writing cues and rewrite text to read as human-generated.

Updated Mar 18, 2026
Search Tags:#nlp#humanize#content-cleanup#ai-detection#text-transformation#ai-text
One-click install
npx skills add https://github.com/okbest2024/openclaw-backup --skill humanize-ai-text-okbest2024
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanize-ai-text
Source: https://github.com/okbest2024/openclaw-backup/tree/main/workspace/skills/humanize-ai-text
Command: npx skills add https://github.com/okbest2024/openclaw-backup --skill humanize-ai-text-okbest2024

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The skill helps content creators and researchers convert AI-generated text into more natural human language, reducing detection risk while preserving meaning.

Core Features & Use Cases

  • AI pattern detection and targeted rewriting to remove robotic cues.
  • Configurable transformations like quote normalization, removal of chatbot phrases, and punctuation smoothing.
  • Integrated workflow: detect → transform → verify with a comparison tool to assess AI-detection risk.

Quick Start

Run detect.py on your text to identify AI cues, then apply transform.py to produce a human-like version.

Frequently Asked Questions about humanize-ai-text

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

FAQPage Schema
How do I humanize AI text to pass AI detection?▼

To humanize AI text, this skill uses Python scripts to detect robotic writing patterns and rewrite text to read as human-generated, removing chatbot phrases and normalizing punctuation to pass AI detectors.

What are common AI writing cues that trigger AI detectors?▼

Common AI writing cues include chatbot phrases, unnatural punctuation, and specific copula patterns. The skill identifies these robotic cues by analyzing patterns from a JSON file to target them for transformation.

How do I convert AI-generated articles and emails into natural human language?▼

You convert AI-generated articles and emails into natural human language by running a detection script to identify robotic cues, then applying a transformation script to rewrite the text while preserving its original meaning.

Does this AI text transformation tool work with Python scripts?▼

Yes, this AI text transformation tool works entirely with Python scripts. It relies on detect.py to identify AI cues and transform.py to perform the text rewriting, requiring a Python environment to run.

Can I verify if my rewritten text will pass AI detectors?▼

Yes, you can verify if your rewritten text will pass AI detectors. The skill includes an integrated workflow that uses a comparison tool to assess AI-detection risk after the text transformation is complete.

What is the best way to remove chatbot phrases from AI content?▼

The best way to remove chatbot phrases from AI content is using an automated transformation script that applies targeted rewriting and quote normalization to clean up the text and reduce detection risk.

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