humanizer

Detect and rewrite AI-generated writing patterns to produce natural human-sounding text.

1|1|Updated Nov 25, 2024
One-click install
npx skills add https://github.com/joeledwardson/dev-setup --skill humanizer-joeledwardson
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/joeledwardson/dev-setup/tree/main/configs/claude/skills/humanizer
Command: npx skills add https://github.com/joeledwardson/dev-setup --skill humanizer-joeledwardson

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable tells such as em dash overuse, rule-of-three lists, promotional language, and chatbot artifacts that make writing sound robotic. This Skill identifies 33 documented patterns of AI writing and rewrites the text to read naturally while preserving the original meaning and structure. ## Core Features & Use Cases - Pattern Detection and Rewriting: Scans text for 33 documented AI writing patterns based on Wikipedia's "Signs of AI writing" guide, then rewrites each instance with natural alternatives. - Voice Calibration: Accepts a sample of your own writing and matches its sentence rhythm, word choice, and quirks in the rewrite instead of producing generic output. - Two-Pass Audit: Runs a draft rewrite, then a final "obviously AI generated" audit pass to catch lingering tells before delivering the result. - Use Case: Paste an AI-drafted blog post or report and receive a version stripped of filler phrases, sycophantic openers, and formulaic structures while keeping every paragraph and fact intact. ## Quick Start Ask the assistant to humanize your pasted text, optionally including a 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 remove AI writing patterns from text?

Paste the text and ask the assistant to humanize it. The skill scans for 33 documented AI writing patterns, rewrites each instance with natural alternatives, and runs a second audit pass to catch remaining tells before returning the final version.

How do I make AI text match my personal writing style?

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

What AI writing patterns does humanizer detect?

It detects 33 patterns from Wikipedia's Signs of AI writing guide, including significance inflation, promotional language, em dash overuse, rule of three, AI vocabulary words, filler phrases, sycophantic tone, and chatbot artifacts like "I hope this helps."

Does humanizer work with Claude Code and OpenCode?

Yes, the skill supports both Claude Code and OpenCode. Install it by cloning the repository into ~/.claude/skills/humanizer or ~/.config/opencode/skills/humanizer, then invoke it with /humanizer followed by your text.

Will humanizing text change its meaning or structure?

No, the skill rewrites rather than deletes. It preserves the core message and paragraph count of the original, replacing AI-isms with natural alternatives while keeping the intended tone, whether formal, casual, or technical.