humanize

Rewrite text to remove AI-generated patterns and sound natural.

8|Updated May 18, 2026
One-click install
npx skills add https://github.com/lalulali/vespyr --skill humanize-lalulali
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/lalulali/vespyr/tree/main/.agents/skills/humanize
Command: npx skills add https://github.com/lalulali/vespyr --skill humanize-lalulali

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill rewrites text that feels obviously AI-generated so it sounds more natural, more varied, and less polished in the wrong way. It helps when prose is padded, repetitive, overly promotional, or full of the usual chatbot tells.

Core Features & Use Cases

  • AI-pattern detection: Spots common machine-written habits like vague attribution, promotional phrasing, excessive hedging, and repetitive structure.
  • Natural rewrite: Recasts the text while preserving meaning, tone, and intent.
  • Voice matching: Adapts to a sample of the user’s own writing when provided so the rewrite feels consistent.
  • Final anti-AI pass: Reviews the rewrite again to remove lingering tells and make it sound less engineered.

Quick Start

Humanize the text I paste below and make it sound like a real person wrote it.

Frequently Asked Questions about humanize

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

FAQPage Schema
How do I make AI generated text sound more natural and human?

To make AI generated text sound natural, this Skill rewrites content to remove repetitive structure, promotional tone, and vague attribution. It recasts the prose while preserving your original meaning and intent.

Can I match the rewrite to my own writing style?

Yes, voice matching adapts the rewrite to a sample of your own writing. Providing a text sample allows the Skill to adjust the tone and style so the output feels consistent with your personal voice.

What are common AI writing patterns that make text sound robotic?

Common AI writing patterns include excessive hedging, vague attribution, promotional phrasing, and repetitive structure. This Skill detects and removes these machine-written habits during the rewrite process.

How do I humanize marketing copy without changing the original meaning?

Humanizing marketing copy involves rewriting to fix the promotional tone while preserving meaning. The Skill applies a natural rewrite and a final anti-AI pass to ensure the text sounds less engineered and more authentic.

Does this rewrite tool work for long-form technical prose and essays?

Yes, this Skill handles style cleanup for long-form content including technical prose, essays, and marketing copy. It applies pattern detection and natural rewrites to ensure varied, authentic-sounding text across formats.