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humanizer

Rewrite AI-generated text in literary author styles with dynamic persona selection.

2|Updated Feb 17, 2017
Search Tags:#literary#text rewriting#AI text#language processing#author styles
One-click install
npx skills add https://github.com/John2143/dotfiles --skill humanizer-john2143
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/John2143/dotfiles/tree/main/.claude/skills/humanizer
Command: npx skills add https://github.com/John2143/dotfiles --skill humanizer-john2143

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, nltk, spacy, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill humanizes AI-generated text, mimicking literary author styles to produce natural human cadence and tone.

Core Features & Use Cases

  • Literary Style Mimicking: Rewrite text in distinct literary author voices.
  • Dynamic Persona Selection: Automatically select personas based on input text.
  • Custom Persona Usage: Manually select specific personas or list all available ones.
  • Dry Run and Evaluation: Preview output and evaluate quality before modifying files.
  • Use Case: When a chatbot generates a response that reads like AI, use this Skill to rewrite it in the style of Hemingway for a more natural tone.

Quick Start

Use the humanizer skill to rewrite the following text: "This AI-generated text sounds robotic. Please fix it."

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I rewrite AI-generated text to sound more natural and human?▼

AI text humanization rewrites robotic output by applying literary author styles and dynamically selecting personas based on the input text's register, purpose, and domain to produce natural human cadence.

How do I mimic a specific author's writing style when processing AI text?▼

Mimicking an author's writing style requires manually selecting a custom persona profile from the personas directory, which rewrites AI text to match that specific literary voice.

Do I need Python and spaCy installed to run literary text rewriting tasks?▼

Yes, literary text rewriting requires Python, NLTK, and spaCy installed in your environment to handle the language processing and persona selection logic.

Can I preview text humanization output before modifying the original files?▼

Yes, you can preview text humanization output before modifying files by using the dry run feature, which also evaluates the rewriting quality against the selected literary persona.

What is the best way to handle large volumes of AI text for style rewriting?▼

Handling large volumes of AI text for style rewriting is best achieved using parallel persona processing via Task, which dynamically evaluates and rewrites multiple text segments simultaneously for efficient language processing.

Why does dynamic persona selection matter for AI text humanization?▼

Dynamic persona selection matters for AI text humanization because it automatically matches the literary author style to the input text's specific domain and purpose, ensuring the humanized output remains contextually accurate.

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