humanizer

Detect and rewrite AI-generated writing patterns to make text sound natural and human.

1|Updated Mar 5, 2026
One-click install
npx skills add https://github.com/Clay-HHK/claude-skills --skill humanizer-clay-hhk
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Clay-HHK/claude-skills/tree/main/humanizer
Command: npx skills add https://github.com/Clay-HHK/claude-skills --skill humanizer-clay-hhk

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text contains recognizable patterns—inflated significance, promotional language, em dash overuse, chatbot artifacts—that make writing sound robotic and untrustworthy. This Skill identifies and rewrites these patterns so your text reads like it was written by a person. ## Core Features & Use Cases - 24 Pattern Detection: Identifies content, language, style, and communication patterns from Wikipedia's "Signs of AI writing" guide, including vague attributions, rule of three, synonym cycling, and sycophantic tone. - Voice Injection: Goes beyond removing bad patterns by adding personality, varied sentence rhythm, opinions, and first-person perspective where appropriate. - Before/After Rewriting: Preserves your core message and intended tone while replacing AI-isms with natural alternatives. - Use Case: Paste an AI-drafted blog post, report, or essay and receive a rewritten version with specific sources, concrete details, and natural phrasing instead of generic filler. ## Quick Start Ask Claude to humanize your text by pasting the draft and requesting that AI writing patterns be removed while keeping the original meaning.

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 human?▼

Paste your text and ask for it to be humanized. The skill scans for 24 known AI writing patterns—like significance inflation, vague attributions, and em dash overuse—then rewrites problem sections while preserving your meaning and tone.

What AI writing patterns does humanizer detect?▼

It detects 24 patterns across four categories: content (significance inflation, promotional language), language (AI vocabulary, copula avoidance, rule of three), style (em dashes, boldface, emojis, curly quotes), and communication (chatbot artifacts, sycophantic tone, hedging).

Does humanizing text change the original meaning?▼

No. The rewriting process preserves the core message and matches the intended tone, whether formal, casual, or technical. It replaces vague claims with specific details and removes filler rather than altering substance.

Can I use humanizer for academic or professional writing?▼

Yes. It works on essays, reports, articles, and documentation. The skill maintains appropriate formality while removing formulaic structures like generic conclusions and outline-style challenges sections common in AI drafts.

Why does AI-generated text sound robotic even after editing?▼

Removing bad patterns alone leaves sterile, voiceless writing. The skill also adds personality: varied sentence rhythm, first-person perspective where fitting, opinions, and acknowledgment of complexity that signal a real human author.