humanizer

Identify AI-writing patterns and rewrite text to sound natural and human.

148|39|Updated Dec 13, 2025
One-click install
npx skills add https://github.com/usenotra/notra --skill humanizer-usenotra
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/usenotra/notra/tree/main/apps/dashboard/src/lib/ai/skills/human-writer
Command: npx skills add https://github.com/usenotra/notra --skill humanizer-usenotra

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps editors remove signs of AI-generated writing, transforming machine-like prose into natural, human-sounding text. It can improve changelogs and release notes that feel robotic or impersonal.

Core Features & Use Cases

  • Identify AI writing patterns such as overuse of -ing forms, vague attributions, and formulaic phrasing, and rewrite sections to sound human.
  • Preserve meaning while injecting personality and appropriate tone for formal, casual, or technical contexts.
  • Use on texts like release notes, product updates, or documentation to improve readability and engagement.

Quick Start

  • Paste a sample paragraph containing AI-writing cues and request a humanized rewrite.
  • Review the output and adjust tone if needed.
  • Provide feedback to refine the rewriting rules.

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 natural in release notes?

To make AI writing sound natural, this Skill identifies machine-like patterns in your text, such as vague attributions and overused -ing forms, then rewrites the content to add personality while preserving the original meaning.

What are common AI writing patterns to look for when editing?

Common AI writing patterns include the overuse of -ing forms, vague attributions, and formulaic phrasing. This Skill detects these specific cues across your document to target and rewrite robotic-sounding sections.

Can I humanize AI-generated changelogs without losing technical accuracy?

Yes, you can humanize AI-generated changelogs without losing accuracy. The Skill applies a rule-based, non-destructive rewriting workflow that preserves your core meaning while injecting an appropriate tone for technical contexts.

How do I adjust the tone of product updates for different audiences?

To adjust the tone of product updates, the Skill rewrites your text to match formal, casual, or technical contexts. You can review the initial output, provide feedback, and refine the rewriting rules to fit your specific audience.

Does humanizing AI text change the underlying message of the document?

Humanizing AI text does not change the underlying message. The process applies non-destructive rewriting rules across the entire document to ensure the original meaning remains fully intact while adding a natural, human voice.