humanizer

Rewrite text to remove AI patterns and preserve original meaning.

Updated Feb 27, 2026
One-click install
npx skills add https://github.com/cfcosta/duskpi --skill humanizer-cfcosta
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/cfcosta/duskpi/tree/main/skills/humanizer
Command: npx skills add https://github.com/cfcosta/duskpi --skill humanizer-cfcosta

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill helps editors and AI users ensure text sounds natural and human by removing obvious AI patterns and improving voice and grounding.

Core Features & Use Cases

  • Detect AI-generated writing patterns and repetitive moves
  • Rewrite content to preserve meaning while adding human voice and tone
  • Ground prose with concrete details and avoid invented facts
  • Adapt style to audience and purpose, from formal reports to casual drafts
  • Provide a final audit pass to identify remaining tells and improve authenticity

Quick Start

Paste your text into the input and receive a humanized rewrite that preserves meaning while adding personality and specificity.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI writing sound natural and human?

To make AI writing sound natural, the text is processed to detect and remove AI-generated patterns, repetitive phrasing, and unnatural tones. The rewrite preserves the original meaning while adding human voice, concrete details, and audience-appropriate style.

How do I remove AI patterns from text without changing the meaning?

Removing AI patterns from text involves detecting repetitive moves and rewriting the content while strictly preserving the original meaning. The process grounds prose with concrete details, avoids invented facts, and aligns with audience voice to ensure authenticity.

Can I humanize AI-generated formal reports and casual communications?

Yes, AI text can be humanized across varying lengths and styles, from formal reports to casual drafts. The editing process adapts the style to the specific audience and purpose, ensuring the final output sounds natural and fits the intended communication context.

What's the best way to edit AI text to avoid invented facts?

The best way to avoid invented facts when editing AI text is to apply a grounding process that prompts for concrete details. A final quality audit pass then identifies remaining AI tells and verifies authenticity to ensure factual accuracy and human voice.

Does humanizing AI content affect the original tone and audience alignment?

Humanizing AI content does not lose the original tone; it improves voice and audience alignment. The editing process adapts the style to the audience and purpose, preserving the original meaning while adding personality and specificity for a natural sound.