One-click install
npx skills add https://github.com/eninem123/hunterclaw --skill humanizer-eninem123
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/eninem123/hunterclaw/tree/main/skills/humanizer-text
Command: npx skills add https://github.com/eninem123/hunterclaw --skill humanizer-eninem123

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill fixes text that feels AI-generated by removing common signs such as inflated symbolism, promotional language, vague attributions, and formulaic phrasing.

Core Features & Use Cases

  • Humanizes writing: rewrites AI-like passages to sound more natural and human.
  • Repairs detectable patterns: reduces overused stylistic markers (e.g., em-dash overuse, overly rigid structures) and smooths transitions.
  • Use Case: If you draft an email, article section, or document with an LLM and it reads too polished or generic, use this Skill to make it more believable and engaging.

Quick Start

Ask your agent to humanize this text: [your text].

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, you need to humanize it by rewriting formulaic passages, removing inflated symbolism, and smoothing rigid structures. This process repairs detectable stylistic markers like em-dash overuse and vague attributions, resulting in believable content.

What is the best way to remove AI writing detection patterns from a draft?

The best way to remove AI writing detection patterns is to apply text rewriting that targets promotional language and stylistic artifacts. By editing inflated symbolism and overly rigid structures, the text is transformed into natural writing that satisfies pattern detection requirements.

Why does my AI draft read too polished and formulaic for an email?

Your AI draft reads too polished because it contains detectable signs of AI-generated writing such as vague attributions and formulaic phrasing. Humanizing the text rewrites these artificial stylistic markers, making the email draft sound more engaging and believable.

Can I use text rewriting to clean up overly promotional AI content?

Yes, you can use text rewriting to clean up overly promotional AI content. The humanizing process specifically identifies and removes promotional language, inflated symbolism, and formulaic phrasing, converting artificial tone naturalness issues into smooth, human-sounding output.

When do I need to humanize AI writing for documentation?

You need to humanize AI writing for documentation when the draft appears formulaic or stylistically artificial. If the content contains detectable AI patterns like rigid structures or vague attributions, rewriting it ensures the documentation reads naturally and remains engaging for users.