humanizer

Detect and rewrite AI-generated text patterns in English and Russian prose.

Updated Jun 2, 2026
One-click install
npx skills add https://github.com/lfuuu/claude-rules --skill humanizer-lfuuu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/lfuuu/claude-rules/tree/main/global-skills/humanizer
Command: npx skills add https://github.com/lfuuu/claude-rules --skill humanizer-lfuuu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated text carries recognizable fingerprints—inflated significance claims, promotional language, rule-of-three lists, chatbot artifacts—that make writing sound robotic and untrustworthy. This Skill scans text for 28 documented patterns of AI writing and rewrites problem passages into natural, human-sounding prose while preserving meaning and tone. ## Core Features & Use Cases - Pattern Detection: Identifies 28 AI-writing patterns across content, language, style, and communication categories, based on Wikipedia's "Signs of AI writing" guide, with dedicated Russian-language markers. - Grep-Based Auto-Detection: Ships ready-made grep expressions for mechanically scanning files for AI markers, reusable by reviewer and techwriter workflows. - Voice Restoration: Goes beyond removing bad patterns by adding genuine personality—varied rhythm, opinions, first-person perspective, and concrete details. - Use Case: Paste a draft blog post that reads like ChatGPT output; the Skill flags phrases like "plays a crucial role" and "it's not just X, it's Y", then rewrites them with concrete facts and natural sentence structure. ## Quick Start Ask the AI to humanize your pasted text by removing AI-writing patterns and making it sound natural.

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?

Scan the text for known AI-writing patterns such as inflated significance claims, promotional adjectives, and rule-of-three groupings, then rewrite each flagged passage with concrete details and varied sentence rhythm. This Skill automates that detection and rewriting process for English and Russian text.

What are the signs of AI-generated writing?

Common signs include words like "testament", "pivotal", and "landscape", superficial -ing clause endings, vague attributions to "experts", excessive em dashes, bold-faced list headers, and chatbot artifacts like "I hope this helps". The Skill catalogs 28 such patterns based on Wikipedia's Signs of AI writing guide.

Does this AI text detector work with Russian text?

Yes, the Skill includes dedicated Russian-language markers covering patterns 25-28, such as bureaucratic connectives, template openings and closings, and vague quantifiers. It also provides Russian grep expressions for mechanical scanning of documents.

Can I grep files for AI writing markers automatically?

Yes, the Skill ships ready-made grep -niE expressions for both English and Russian marker words, grouped by pattern category. A grep hit is a candidate for revision, not a verdict—context should be checked before rewriting.

Will humanizing text change its meaning or tone?

No, the rewriting process explicitly preserves the core message and matches the intended tone, whether formal, conversational, or technical. It replaces vague claims with concrete details rather than altering the substance.