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humanizer

Correct AI-generated text by detecting and revising unnatural writing patterns.

Updated May 1, 2026
Search Tags:#AI writing#humanization#writing assistance#text correction#language processing
One-click install
npx skills add https://github.com/daniellionel01/composition-is-all-you-need --skill humanizer-daniellionel01
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/daniellionel01/composition-is-all-you-need/tree/main/.pi/skills/humanizer
Command: npx skills add https://github.com/daniellionel01/composition-is-all-you-need --skill humanizer-daniellionel01

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of AI-generated text that lacks nuance and personality, helping to transform it into more natural, human-written content.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and corrects common AI-generated writing patterns such as overuse of symbolism, promotional language, and -ing phrases.
  • Voice Calibration: Matches the tone and style of the user's previous writing samples, when provided.
  • Content Patterns Analysis: Offers a comprehensive guide to AI-generated text issues, including overemphasis on significance, notability, and media coverage.
  • Language and Grammar Correction: Rewrites sentences to avoid overused vocabulary, passive voice, and negative parallelisms.
  • Style Patterns Refinement: Corrects overuse of em dashes, boldface, emojis, and incorrect title casing in headings.
  • Communication Patterns Optimization: Removes collaborative communication artifacts, knowledge cutoff disclaimers, and sycophantic/servile tones.
  • Filler and Hedging Reduction: Simplifies text by eliminating unnecessary phrases and excessive hedging.
  • Use Case: For content creators who need to edit or review text, the humanizer Skill can improve the readability and engagement of their work.

Quick Start

Run the 'humanize' command with your text as input to start the humanization process.

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 and human?▼

To make AI-generated text sound more natural, the humanizer Skill detects and corrects common AI writing patterns like unnatural language, promotional tone, and structural issues. It refines vocabulary and simplifies sentences to significantly improve text readability.

What are common AI writing patterns to correct in content?▼

Common AI writing patterns include overuse of symbolism, em dashes, promotional language, sycophantic tones, and excessive hedging. The humanizer identifies these specific structural and communication artifacts to rewrite sentences into more natural content.

How do I humanize AI content using a text correction tool?▼

You can humanize AI content by running the 'humanize' command with your text as input. The Skill then analyzes the text to remove knowledge cutoff disclaimers, passive voice, and filler phrases, outputting improved writing.

Can I calibrate the tone and style of humanized AI text?▼

Yes, you can calibrate the tone and style of humanized AI text by providing your previous writing samples. The Skill matches its output to your specific voice, correcting overused vocabulary and negative parallelisms while maintaining your style.

Does this text humanization remove collaborative communication artifacts?▼

Yes, this text humanization process actively removes collaborative communication artifacts, servile tones, and knowledge cutoff disclaimers. It also corrects style patterns like incorrect title casing and overuse of boldface or emojis in your content.

What are the limitations of automated text humanization for content creators?▼

Automated text humanization focuses on correcting structural issues, overused phrases, and unnatural language in AI-generated content. It is intended for text editors and writers seeking to improve readability, but requires your input text to begin the correction process.

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