humanizer

Detect AI writing patterns and rewrite text for natural readability.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces detectable AI writing by identifying and removing common AI-generated patterns, producing text that reads as human-crafted.

Core Features & Use Cases

  • Detect AI writing patterns: inflated symbolism, promotional language, excessive em dashes, vague attributions, AI-specific vocabulary, and negative parallelisms.
  • Revise for natural tone: rewrite passages to improve readability while preserving technical meaning.
  • Use Case: after generating reports or documentation, apply this skill to produce a more natural, human-like result.

Quick Start

Use the humanizer to polish AI-generated text:

Humanize this report: [paste text]

Review this document for AI writing patterns and fix them.

Make this text sound more natural and human-written.

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 can rewrite passages to detect and remove common AI writing patterns like inflated symbolism, promotional language, and excessive em dashes while preserving technical meaning. This improves readability and produces human-crafted content.

What are common AI writing patterns to fix in reports and documentation?

Common AI writing patterns include inflated symbolism, promotional language, excessive em dashes, vague attributions, AI-specific vocabulary, and negative parallelisms. Identifying and removing these patterns helps humanize text and improves overall readability for reports and documentation.

How do I humanize AI writing without losing technical meaning?

To humanize AI writing without losing technical meaning, revise the text for natural tone by rewriting passages that exhibit AI patterns. This process improves readability and ensures the content sounds human-written while strictly preserving the original technical documentation meaning.

Can I use text editing to remove promotional language from AI content?

Yes, you can use text editing to remove promotional language from AI content. By detecting AI-specific vocabulary and promotional patterns, you can rewrite passages to achieve a natural tone and improve content quality while maintaining the original technical meaning.

Does humanizing AI text affect the readability of technical reports?

Humanizing AI text positively affects the readability of technical reports by removing vague attributions and negative parallelisms. Rewriting these passages ensures the documentation reads naturally and clearly, while preserving the essential technical meaning throughout the content.