humanizer

Rewrite text to remove AI-generated writing patterns and restore natural human voice.

Updated Oct 7, 2022
One-click install
npx skills add https://github.com/tamagusko/linux-cfg --skill humanizer-tamagusko
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/tamagusko/linux-cfg/tree/main/dotfiles/claude/skills/humanizer
Command: npx skills add https://github.com/tamagusko/linux-cfg --skill humanizer-tamagusko

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable tells—inflated significance, promotional language, em dash overuse, chatbot artifacts—that make writing sound robotic and erode reader trust. This Skill detects and rewrites those patterns so text reads as naturally human. ## Core Features & Use Cases - 29-pattern detection: Identifies content, language, style, and communication patterns from Wikipedia's "Signs of AI writing" guide, with before/after examples for each. - Voice calibration: Analyzes a sample of your own writing to match your sentence rhythm, word choice, and quirks instead of producing generic output. - Two-pass rewrite: Produces a draft, runs an "obviously AI generated" audit, then revises again to catch lingering AI-isms. - Use Case: Paste an AI-drafted blog post or report, optionally include a paragraph of your own writing, and receive a rewrite that sounds like a person wrote it. ## Quick Start Ask the assistant to humanize your pasted text, optionally including a short sample of your own writing for voice matching.

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 the text and ask the assistant to humanize it. The skill scans for 29 known AI writing patterns, rewrites the problematic sections, then runs a second audit pass to catch remaining tells before presenting the final version.

What AI writing patterns does humanizer detect?

It detects 29 patterns from Wikipedia's Signs of AI writing guide, including significance inflation, promotional language, vague attributions, em dash overuse, rule of three, synonym cycling, chatbot artifacts, excessive hedging, and generic conclusions.

Can humanizer match my personal writing style?

Yes. Provide two or three paragraphs of your own writing, and the skill analyzes your sentence rhythm, word choices, and punctuation habits, then applies them to the rewrite instead of producing generic clean output.

Does humanizer work with Claude Code and OpenCode?

Yes. Install it by cloning the repository into ~/.claude/skills/humanizer for Claude Code or ~/.config/opencode/skills/humanizer for OpenCode. OpenCode also scans the Claude skills directory, so one clone works for both.

Will humanizing text change its meaning?

No. The process explicitly preserves the core message and intended tone while replacing AI-isms with natural alternatives. It removes filler and hedging but keeps factual content and the appropriate formality level.