humanizer

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

Updated Sep 10, 2026
One-click install
npx skills add https://github.com/loteiron/ZeusAgent --skill humanizer-loteiron
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/loteiron/ZeusAgent/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/loteiron/ZeusAgent --skill humanizer-loteiron

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable patterns—puffed-up significance claims, em dash overuse, rule-of-three lists, sycophantic openers—that make writing sound robotic and erode reader trust. This Skill detects 34 documented AI writing tells and rewrites the text so it reads like a human wrote it. ## Core Features & Use Cases - Pattern Detection and Removal: Scans for 34 AI writing patterns drawn from Wikipedia's "Signs of AI writing" guide, covering content, language, style, and communication tells, then rewrites each flagged section. - Voice Calibration: Accepts a sample of the user's own writing and matches its sentence rhythm, word choice, and punctuation habits in the rewrite. - Personality Restoration: Goes beyond removing slop by adding opinions, varied rhythm, and first-person perspective so the result has a real voice rather than sterile neutrality. - Use Case: Paste a ChatGPT-drafted blog post and ask for a humanized version; the Skill returns a draft rewrite, a brief audit of remaining AI tells, and a final polished version, or applies edits directly to a file with a visible diff. ## Quick Start Humanize this blog draft so it no longer sounds AI-generated, and match the voice in my writing sample at notes/style-sample.md.

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 human?▼

Scan the text for common AI writing patterns like significance inflation, em dash overuse, and rule-of-three lists, then rewrite each flagged section with specific details and varied sentence rhythm. This Skill automates that pass using 34 documented patterns and adds a final self-audit step.

What are the signs of AI-generated writing?▼

Common tells include words like "delve", "testament", and "vibrant", superficial -ing phrases, vague attributions to "experts", boldface list headers, emojis in headings, and generic upbeat conclusions. The Skill's checklist is based on Wikipedia's Signs of AI writing guide.

Can I humanize text to match my own writing style?▼

Yes. Provide a sample of your previous writing inline or as a file path, and the Skill analyzes your sentence length, word choice, and punctuation habits before rewriting. Without a sample, it falls back to a natural, varied default voice.

Does humanizing text work on files or only pasted text?▼

Both. Paste text inline for an in-place rewrite, or point to a file and the Skill reads it, applies targeted patch edits or a full rewrite, and shows you a diff of what changed rather than silently overwriting.

Why does de-AI'd text still sound robotic after editing?▼

Removing AI patterns alone produces sterile, voiceless prose with uniform sentence lengths and no opinions. The Skill addresses this with a personality pass that adds first-person perspective, mixed feelings, and varied rhythm so the writing has a human behind it.