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humanizer

Rewrite AI-sounding text to remove recognizable patterns and preserve meaning.

Updated May 16, 2026
Search Tags:#editing#content quality#rewriting#humanize text#voice matching#anti-ai slop#prose style
One-click install
npx skills add https://github.com/jaredcroxton/hermes-mirror --skill humanizer-jaredcroxton
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/jaredcroxton/hermes-mirror/tree/main/agents/skills/creative/humanizer
Command: npx skills add https://github.com/jaredcroxton/hermes-mirror --skill humanizer-jaredcroxton

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill rewrites AI-sounding or overly templated text to remove common “AI tells” while preserving the original meaning and making the writing feel more like a real person wrote it.

Core Features & Use Cases

  • AI-pattern cleanup: Detects and rewrites recognizable AI writing patterns (e.g., overemphasis, weasel words, formulaic structure, and sterile phrasing).
  • Voice & soul matching: Keeps the intended tone, optionally calibrates to a user-provided writing sample, and adds personality (opinions, varied rhythm, specificity).
  • Safe editing workflows: Supports in-message rewriting and file-based edits (using targeted changes so users can review what changed).

Quick Start

Use the humanizer skill to humanize this text while preserving my original meaning and tone.

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 and natural?▼

To make AI text sound human, the humanizer skill removes recognizable writing patterns like overemphasis, weasel words, and formulaic structure, then rewrites sections to sound natural while preserving the original meaning.

Can I match the rewritten text to my personal writing style?▼

Yes, you can match your personal writing style by providing a writing sample, which the humanizer uses for voice calibration to align the rewritten prose with your specific tone, rhythm, and personality.

What is the best way to remove AI writing patterns from a document?▼

The best way to remove AI writing patterns is to use targeted file-based edits, allowing you to review specific changes as the tool detects and rewrites sterile phrasing, weasel words, and formulaic structures.

How do I know if my humanized text still has detectable AI tells?▼

To know if your text has AI tells, the humanizer produces an explicit audit alongside the final rewrite, detailing any remaining recognizable AI patterns that were not fully eliminated during the editing process.

Does the humanizer support inline text rewriting for short messages?▼

Yes, the humanizer supports inline text rewriting, allowing you to directly rewrite short in-message text to remove AI-sounding patterns and add personality without needing a separate file workflow.

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