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humanize-ai-text

Detect AI writing patterns and rewrite text into human-like prose.

Updated Feb 18, 2026
Search Tags:#natural-language#ai-writing#content-editing#humanize-text#text-transformation
One-click install
npx skills add https://github.com/teeclaw/phorm-nft --skill humanize-ai-text
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanize-ai-text
Source: https://github.com/teeclaw/phorm-nft/tree/main/skills/humanize-ai-text
Command: npx skills add https://github.com/teeclaw/phorm-nft --skill humanize-ai-text

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

AI-generated text can be detected as machine-produced by detectors; this Skill helps rewrite to sound more natural and human-like, improving readability and evading obvious AI markers.

Core Features & Use Cases

  • Detect AI writing patterns and assess risk.
  • Transform AI-produced text into human-like prose.
  • Use Case: content creators wanting to reduce machine-detection risk across chat, email, and articles.

Quick Start

Run the included scripts to detect and transform AI-generated text into a more human voice.

Frequently Asked Questions about humanize-ai-text

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-generated text sound more natural, this Skill uses built-in pattern rules and Python scripts to detect linguistic artifacts of machine authorship and rewrite the content into human-like prose while preserving the original meaning.

What are common AI writing patterns that reveal machine authorship?▼

Common AI writing patterns that reveal machine authorship include specific linguistic artifacts generated by AI tools. This Skill detects these machine-produced markers and assesses the risk level before transforming the text into natural language.

Can I use this to humanize AI text for email and article workflows?▼

Yes, you can use this Skill to humanize AI text across email and article workflows. It transforms AI-produced content into human-like prose, making it suitable for content creators working across various chat and text formats.

Does humanizing AI text preserve the original meaning of the content?▼

Humanizing AI text preserves the original meaning while transforming the prose to sound more human. The Skill uses pattern rules to rewrite text, ensuring the content remains accurate but reads naturally and avoids obvious AI markers.

Do I need Python to run the text transformation scripts?▼

Yes, you need Python to run the text transformation scripts included in this Skill. The humanization process relies on these scripts to execute the built-in pattern rules that detect and rewrite AI-generated text.

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