humanizing-expert

Rewrite AI-generated text into natural, human-like writing.

71|9|Updated Jan 12, 2026
One-click install
npx skills add https://github.com/liangdabiao/skill-ten-prompt-generator --skill humanizing-expert
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizing-expert
Source: https://github.com/liangdabiao/skill-ten-prompt-generator/tree/main/.claude/skills/humanizing-expert
Command: npx skills add https://github.com/liangdabiao/skill-ten-prompt-generator --skill humanizing-expert

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated content often sounds robotic or overly formal. This skill helps rewrite text to be human-like, natural, and engaging, reducing the artificial tone that AI-written content can exhibit.

Core Features & Use Cases

  • Negative word list cleaning: remove phrasing that signals AI tooling or robotic tone.
  • Style cloning: imitate a chosen voice or authorial style for consistency.
  • Burstiness and pacing: inject varied sentence lengths and occasional fragments for realism.
  • Opinionated framing: enable clear stance to make arguments more persuasive.
  • Real-world use cases include rewriting marketing copy, emails, product docs, or social posts to feel more natural and human.

Quick Start

To humanize a paragraph, paste the text you want to rewrite and specify the desired voice (e.g., "conversational journalist"). The tool will output a natural, human-like version.

Frequently Asked Questions about humanizing-expert

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

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

To make AI text sound more human, you can rewrite it using tone normalization, style cloning, and burstiness control to inject varied sentence lengths and remove robotic phrasing.

What is burstiness control and how does it help humanize content?

Burstiness control is a rewriting technique that injects varied sentence lengths and occasional fragments into text. This pacing variation creates realism and makes AI-generated paragraphs feel more human.

How do I rewrite marketing copy to remove robotic tone and AI detection signals?

You can rewrite marketing copy by applying a negative word list to clean phrasing that signals AI tooling, while using style cloning to imitate a chosen voice like a conversational journalist for natural engagement.

Can I clone a specific authorial style for my emails and product docs?

Yes, you can clone a specific authorial style for emails and product docs by specifying a desired voice. The rewriting process imitates the chosen style to maintain consistent, human-like communication.

Does humanizing text with opinionated framing help make arguments more persuasive?

Yes, applying opinionated framing enables a clear stance in your text. This technique transforms neutral AI output into persuasive arguments, making the rewritten content more engaging and human-sounding.

What are the limitations when rewriting AI content for a natural writing style?

Limitations include relying on simple transformation rules and predefined style templates. The rewriting process focuses on tone normalization and negative word list cleaning, which may not capture highly nuanced creative contexts.