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humanizer

Remove AI tells and robotic phrasing from prose while preserving meaning.

Updated Apr 19, 2026
Search Tags:#rhythm#academic-writing#humanize#tone-adjustment#prose-editing#voice-calibration#ai-tells
One-click install
npx skills add https://github.com/CHENyiru3/AI-Skills-Collections --skill humanizer-chenyiru3
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/CHENyiru3/AI-Skills-Collections/tree/main/skills-market/writing/academic/humanizer
Command: npx skills add https://github.com/CHENyiru3/AI-Skills-Collections --skill humanizer-chenyiru3

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Prose often sounds AI-generated, robotic, or overly polished; this skill cleans up those tells while preserving meaning, providing a natural voice calibration pass.

Core Features & Use Cases

  • Remove AI tells, hedges, and corporate phrasing to produce more natural prose.
  • Calibrate voice to match the author's style for academic and general prose.
  • Supports a two-step workflow when paired with academic-writing-editor, including final cleanup of manuscripts or reviewer responses.
  • Use cases include manuscript polishing, emails, blog posts, and documentation that require a human voice.

Quick Start

Paste your draft and specify the target voice or genre, and I will clean it to read as natural human prose without changing the meaning.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI tells and robotic phrasing from my academic manuscript?▼

Yes, this skill calibrates prose voice for academic manuscripts, emails, blog posts, and documentation by applying reference guidance to adjust tone and rhythm while keeping the original meaning intact.

What is the best way to humanize AI-generated text for blog posts without changing the meaning?▼

The best way to humanize AI-generated text is a final cleanup pass that removes hedges and corporate phrasing, applying reference guidance for vocabulary and rhythm to produce natural prose without altering meaning.

Can I use this for academic writing voice calibration on reviewer responses?▼

Yes, you can use this for academic writing voice calibration on reviewer responses, especially when paired with an academic-writing-editor in a two-step workflow for final manuscript cleanup.

How do I edit prose rhythm to make my emails sound more natural and less corporate?▼

You edit prose rhythm by applying a voice calibration pass that removes corporate phrasing and hedges, using reference guidance to restore a natural voice and rhythm to your emails.

Do I need to provide a target voice or genre to fix robotic prose?▼

Yes, you need to paste your draft and specify the target voice or genre so the skill can clean it into natural human prose by applying the appropriate reference guidance for rhythm and vocabulary.

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