humanizer

Rewrite text to remove AI writing patterns and add natural voice.

Updated Aug 21, 2026
One-click install
npx skills add https://github.com/TylerSimons1127/vibe --skill humanizer-tylersimons1127
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/TylerSimons1127/vibe/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/TylerSimons1127/vibe --skill humanizer-tylersimons1127

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries telltale patterns—overused vocabulary, promotional language, em dash abuse, formulaic structures—that make writing sound robotic and erode reader trust. This Skill identifies 34 documented AI writing patterns and rewrites text to sound natural and human. ## Core Features & Use Cases - Pattern Detection and Removal: Scans for 34 AI writing tells drawn from Wikipedia's "Signs of AI writing" guide, including vague attributions, rule-of-three overuse, sycophantic tone, and filler phrases. - Voice Calibration: Analyzes a sample of your own writing and matches its sentence rhythm, word choice, and punctuation habits in the rewrite. - Personality Injection: Goes beyond removing bad patterns to add opinions, varied rhythm, and first-person perspective so the result has a real human pulse. - Use Case: You drafted a blog post with an LLM and it reads like generic slop. Paste it in, optionally provide a sample of your past writing, and get back a rewrite with the AI-isms stripped and your voice restored. ## Quick Start Humanize this blog post draft so it doesn't sound AI-generated, and match the voice in my previous article at drafts/my-style.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?▼

Paste the text and ask for it to be humanized. The Skill scans for 34 known AI writing patterns, rewrites the problematic sections, then runs a final self-audit pass asking what still sounds machine-generated before presenting the final version.

How to rewrite text to match my own writing style?▼

Provide a sample of your previous writing, either pasted inline or as a file path. The Skill analyzes your sentence length, word choice, punctuation habits, and transitions, then applies those patterns to the rewrite instead of a default voice.

What AI writing patterns does this detect?▼

It detects 34 patterns from Wikipedia's Signs of AI writing guide, including overused words like delve and tapestry, promotional language, vague expert attributions, rule-of-three structures, em dash overuse, boldface lists, emojis, and sycophantic openers.

Can it humanize text stored in a file?▼

Yes. Point it at a file and it reads the content, applies targeted edits per section rather than rewriting the whole file, and shows you a diff or the changed sections so nothing is silently overwritten.

Does humanizing text change its meaning?▼

No. The rewrite preserves the core message and intended tone, whether formal, casual, or technical. It only replaces AI-isms with natural alternatives and adds personality where the original was sterile.