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humanizer

Identify and remove AI writing patterns from text to produce natural rewrites.

Updated Apr 23, 2026
Search Tags:#writing#tone#rewrite#humanize#style-editing#AI-writing-patterns
One-click install
npx skills add https://github.com/groundnuty/macf-devops-toolkit --skill humanizer-groundnuty
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/groundnuty/macf-devops-toolkit/tree/main/.claude/profiles/paper/skills/humanizer
Command: npx skills add https://github.com/groundnuty/macf-devops-toolkit --skill humanizer-groundnuty

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps writers remove AI-sounding patterns from text, making it sound natural, human, and engaging while preserving the original meaning.

Core Features & Use Cases

  • Identify AI writing patterns (such as puffery, filler hedging, and overly formal language) and flag them for revision.
  • Rewrite problematic sections to improve naturalness, tone, and voice while keeping the core message intact.
  • Preserve meaning and tailor style to the intended audience, from formal reports to casual communications.
  • Add personality or opinions where appropriate to create more engaging, human-centered content.

Quick Start

Paste your AI-sounding text and ask for a humanized rewrite.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI-written text sound natural and human?▼

You can rewrite problematic sections by applying style guidelines that adjust tone and voice, preserving the core message while tailoring the output to formal, casual, or technical contexts.

How do I remove AI writing patterns like puffery and filler hedging?▼

Remove AI writing patterns such as puffery, filler hedging, and overly formal language by flagging them for revision and rewriting those sections to improve naturalness and tone.

Can I humanize AI text for formal reports and casual emails?▼

Yes, you can humanize AI text across formal reports, casual emails, and technical documents by applying style guidelines that tailor the voice to the intended audience.

Does rewriting AI text to sound human preserve the original meaning?▼

Yes, humanizing AI text preserves the original meaning while adjusting the voice and adding personality where appropriate to create engaging, human-centered content.

What is the best way to add personality to AI-generated content?▼

The best way to add personality to AI-generated content is to rewrite sections using style guidelines that inject opinions and adjust the tone, creating a more engaging and human-sounding document.

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