humanizer

Identifies AI-writing patterns in text and rewrites it with a human voice.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps writers remove signs of AI-generated text and inject a natural, human voice while preserving the core meaning. It targets common AI-writing patterns and provides guidance to revise phrasing, adjust tone, and vary rhythm.

Core Features & Use Cases

  • Pattern detection identifies AI-writing cues such as excessive -ing forms, hedging, vague attributions, and overused placeholders.
  • Voice shaping suggests revisions to introduce perspective, personality, and varied sentence length while maintaining accuracy.
  • Use cases include editing drafts, policy memos, product descriptions, and reports to read as human-authored text rather than machine-generated.

Quick Start

Provide a paragraph and request: "Please humanize this text: [your text here]". The tool will return a rewritten version that preserves meaning and adds human voice.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI writing patterns from text?

Removing AI writing patterns involves identifying repetitive phrasing, excessive hedging, and unnatural rhythm, then rewriting sections with varied sentence structure and authentic voice. Provide your text with a request to humanize it, and the Skill detects common AI cues like -ing forms and vague attributions, then rewrites for natural readability while preserving meaning.

What are common signs of AI-generated writing I should edit out?

Common AI-writing cues include excessive gerunds and -ing forms, hedge words, vague attributions, overused placeholder phrases, and monotonous sentence length. This Skill identifies these patterns in emails, reports, and documentation, then suggests revisions that introduce perspective and personality while maintaining accuracy.

Can I adjust tone and voice while keeping my message intact?

Yes. Tone shaping preserves your core meaning and intent while injecting human voice and varied rhythm. The Skill accepts simple prompts and rewrites sections to sound more natural, making your drafts, product descriptions, and memos read as human-authored rather than machine-generated.

What types of writing benefit most from humanizing edits?

General editorial tasks benefit most: emails, reports, product descriptions, and documentation. The Skill targets any text where natural voice matters and AI-generation patterns undermine credibility, enabling you to revise drafts and policy memos into authentic, human-sounding content.

Do I need special setup or input formatting to humanize text?

No special setup required. Paste a paragraph or section and request humanization; the Skill analyzes it for AI-writing cues and returns a rewritten version with natural phrasing and varied sentence structure, maintaining your original intent without additional configuration.