humanizer

Detects and replaces artificial language patterns in academic and professional texts to improve natural flow.

42|7|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/neuromechanist/research-skills --skill humanizer-neuromechanist
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/neuromechanist/research-skills/tree/main/plugins/manuscript/skills/humanizer
Command: npx skills add https://github.com/neuromechanist/research-skills --skill humanizer-neuromechanist

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps identify and remove artificial patterns and signs of AI-generated text in writing, making it sound more natural and authentic.

Core Features & Use Cases

  • Pattern Detection and Replacement: Identifies common AI-ism patterns such as filler phrases, passive voice, and overused words, and replaces them with more natural alternatives.
  • Contextual Calibration: Adjusts rewriting style to match academic, grant, or casual writing contexts, ensuring appropriateness.
  • Use Case: Improve the clarity and authenticity of AI-generated drafts for research papers, grant proposals, or professional reports, ensuring they sound genuinely human.

Quick Start

Provide the text you want to humanize, and I will edit it to sound more natural and authentic.

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 natural for academic writing?

To make AI-generated text sound more natural for academic writing, you need to detect artificial patterns like filler phrases and passive voice, replacing them with authentic phrasing. This process refines drafts to ensure clarity, natural flow, and a genuinely human tone.

What are common AI-ism patterns to remove when polishing professional reports?

Common AI-ism patterns to remove when polishing professional reports include filler phrases, passive voice, and overused words. Identifying and replacing these artificial patterns with contextual alternatives ensures your writing maintains an authentic and natural voice.

Can I adjust the rewriting style to match different writing contexts like grants?

Yes, you can adjust the rewriting style to match different writing contexts like grants. Contextual calibration tailors the editing process to fit academic, grant, or casual writing contexts, ensuring the final polished text is appropriate for your specific target audience.

What is the best way to humanize a research paper draft?

The best way to humanize a research paper draft is to apply natural language processing to identify overly formal language and grammatical patterns, substituting them with natural alternatives. This enhances human readability and authentic voice without altering the core content.

What should I provide to start editing my text for human readability?

To start editing your text for human readability, you simply need to provide the draft text you want to humanize. The Skill will then analyze the content and edit it to eliminate artificial signs, making it sound natural and authentic.