humanizer

Rewrites AI-generated prose into natural-sounding, human-like text with optional voice matching.

1|Updated May 16, 2026
One-click install
npx skills add https://github.com/spuvr/humanizer --skill humanizer-spuvr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/spuvr/humanizer/tree/main
Command: npx skills add https://github.com/spuvr/humanizer --skill humanizer-spuvr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-written prose often reads flat, generic, and lacks trust. This skill rewrites such text so it sounds like a real person wrote it, adding voice, rhythm, and specificity without relying on checklists or templates.

Core Features & Use Cases

  • Rhythmic rewriting that varies sentence length and cadence to create natural flow.
  • Voice matching to align output with a provided sample or persona.
  • Meaning preservation and non-intrusive enhancement that reduces common AI tells.
  • Use Cases: refining articles, emails, posts, and drafts to sound warmer and more human.

Quick Start

Provide the AI draft and an optional voice sample; the skill rewrites the text to sound human.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI writing sound more human?

To make AI writing sound more human, rewrite prose by varying sentence length and cadence to create natural flow, preserving meaning while reducing common AI tells. The skill refines drafts, emails, and posts to sound warmer without relying on rigid templates.

What is the best way to edit AI-generated prose for a natural voice?

The best way to edit AI-generated prose for a natural voice is through rhythmic rewriting and voice matching. By providing an optional voice sample, align output tone with a persona and vary sentence rhythm, avoiding generic flatness.

Can I match the rewritten text to my own writing style?

Yes, you can match the rewritten text to your writing style by providing an optional voice sample. The skill uses voice matching to align the output with your specific persona, ensuring prose editing reflects your unique tone and cadence.

Does humanizing AI text require banned-word filters or templates?

Humanizing AI text does not require banned-word filters or templates. The skill performs non-template-based editing, using meaning preservation and rhythm adaptation to enhance prose naturally, rather than relying on rigid checklists or filtered replacements.

What types of drafts can I refine to sound less generic?

You can refine articles, emails, posts, and drafts to sound less generic. The skill applies non-intrusive enhancement to reduce common AI tells across these formats, adding specificity and warmth while maintaining original meaning.

Why does my AI-written draft lack trust and read flat?

Your AI-written draft lacks trust and reads flat because AI prose often lacks voice, rhythm, and specificity. The skill addresses this by rewriting text through cadence variation and voice matching, producing prose that sounds like a real person wrote it.