humanizer

Detect and rewrite AI-generated writing patterns into natural language.

17|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/ivanrvpereira/.agents --skill humanizer-ivanrvpereira
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/ivanrvpereira/.agents/tree/main/skills/humanizer
Command: npx skills add https://github.com/ivanrvpereira/.agents --skill humanizer-ivanrvpereira

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Removes common signs of AI-generated writing and rewrites text so it reads more naturally, with clearer claims, human rhythm, and less mechanical phrasing.

Core Features & Use Cases

  • AI-isms detection + targeted rewriting: Identifies inflated significance, vague attributions, promotional language, and other recurring “AI writing” patterns, then rewrites affected sections.
  • Human-sounding style restoration: Improves sentence rhythm, reduces overused constructs (like em-dash overuse and “rule of three”), and adds a more lived-in tone.
  • Preserve meaning while increasing authenticity: Keeps the original intent but replaces formulaic phrasing with more concrete, natural alternatives; useful for editing drafts, reviews, and rewritten outputs.

Quick Start

Paste the text you want to clean into /humanizer and ask it to humanize it while preserving the original meaning and tone.

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 human and natural?

Humanizing AI text involves detecting recurring linguistic and structural patterns like promotional language and vague attributions, then rewriting those passages into natural language while preserving the original intent and requested tone.

What are common signs of AI writing that need editing and cleanup?

Common signs of AI writing include inflated significance, vague attributions, promotional language, em-dash overuse, and mechanical formatting. This Skill identifies these formulaic patterns and replaces them with concrete, natural alternatives.

How do I rewrite AI drafts to fix vague and soulless phrasing?

Rewriting vague AI drafts requires identifying soulless or mechanical phrasing and applying a pattern-removal-and-rewrite procedure that restores human rhythm and replaces formulaic text with lived-in, authentic alternatives.

Can I adjust the tone of AI text while preserving the original meaning?

Yes, you can request tone adjustment during the humanization process. The Skill rewrites affected sections to maintain the requested tone while preserving the original meaning and intent of the draft without returning a template response.

Does humanizing text reduce AI writing detection flags?

Humanizing text reduces AI writing detection flags by removing common AI-isms, overused constructs like the rule of three, and mechanically formatted structures, replacing them with human-sounding style and rhythm.

What is the best way to clean up prose generated by AI tools?

The best way to clean up AI prose is to paste the draft text into the interface and request humanization. The Skill will identify formulaic phrasing and output a humanized version with clearer claims and improved sentence rhythm.