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humanizer

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

Updated Sep 10, 2026
Search Tags:#writing style#editing#natural language#content editing#humanize#text rewriting#ai writing detection
One-click install
npx skills add https://github.com/joydai2026-del/skills --skill humanizer-joydai2026-del
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/joydai2026-del/skills/tree/main/humanizer
Command: npx skills add https://github.com/joydai2026-del/skills --skill humanizer-joydai2026-del

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable tells—inflated significance, promotional language, em dash overuse, rule-of-three lists, vague attributions—that make writing sound robotic and erode reader trust. This Skill detects and rewrites those patterns so the text reads like a person wrote it. ## Core Features & Use Cases - 25-pattern detection: Identifies content, language, style, and communication patterns of AI writing, based on Wikipedia's "Signs of AI writing" guide, each with before/after examples. - Two-pass rewrite with audit: Produces a draft rewrite, then runs a "what makes this obviously AI generated" audit and a second revision to catch lingering tells. - Voice restoration: Goes beyond removing bad patterns by adding opinions, varied rhythm, first-person perspective, and specificity so the result has personality rather than sterile neutrality. - Use Case: Paste a ChatGPT-drafted blog post or product announcement and receive a rewritten version stripped of chatbot artifacts, hedging, and formulaic structure, plus a summary of the changes made. ## Quick Start Ask the assistant to humanize a piece of text by pasting it with a request like "humanize this draft so it sounds natural and less AI-generated."

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 for it to be humanized. The skill scans for 25 known AI writing patterns, rewrites the problematic sections, then runs a second audit pass asking what still sounds obviously AI-generated before producing the final version.

What AI writing patterns does humanizer detect?▼

It detects 25 patterns from Wikipedia's Signs of AI writing guide, including significance inflation, promotional language, vague attributions, em dash overuse, rule of three, synonym cycling, negative parallelisms, chatbot artifacts, excessive hedging, and generic conclusions.

Does humanizing text change its meaning or tone?▼

No. The rewrite preserves the core message and matches the intended tone, whether formal, casual, or technical. It replaces AI-isms with natural alternatives and can add voice and specificity without altering the underlying content.

Can I use this on text not written by AI?▼

Yes. The patterns it targets, such as filler phrases, hedging, and formulaic structures, also appear in bland human writing. Running the pass on any stiff or overly formal draft generally improves readability and voice.

What are the limitations of removing AI writing patterns?▼

Removing patterns alone can produce sterile, voiceless text, which is why the skill also adds personality and varied rhythm. It cannot verify facts or invent real sources, so placeholder citations in the original still need human checking.

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