humanize-writing

Rewrite AI-drafted text to sound authentically human-authored.

44|7|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/jpeggdev/humanize-writing --skill humanize-writing-jpeggdev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize-writing
Source: https://github.com/jpeggdev/humanize-writing/tree/main
Command: npx skills add https://github.com/jpeggdev/humanize-writing --skill humanize-writing-jpeggdev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

AI-generated content often sounds robotic, formulaic, and filled with obvious machine-writing patterns that undermine reader trust. This Skill eliminates those tells to make text sound like it was written by a knowledgeable, opinionated human.

Core Features & Use Cases

  • 8-Pass Editing Workflow: Systematically detects and fixes 8 categories of AI writing patterns including formulaic structure, significance inflation, overused AI vocabulary, grammar tics, robotic rhythm, excessive hedging, generic transitions, and soulless neutral tone.
  • Comprehensive AI Tells Reference: Includes a full checklist of Tier 1 and Tier 2 AI vocabulary, filler phrases, significance inflation patterns, and grammar-level tics to catch even subtle machine-writing signals.
  • Use Case: Content creators, marketers, and writers can use this to polish AI-drafted blog posts, marketing copy, articles, or social media content to sound natural and authoritative, without losing the original core message.

Quick Start

Use the humanize-writing skill to rewrite the attached AI-generated draft of our product launch blog post to sound like a real person wrote it.

Frequently Asked Questions about humanize-writing

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, you need to remove detectable machine-writing patterns like formulaic structure and robotic rhythm using an 8-pass editing workflow that systematically fixes AI vocabulary and hedging.

What are the most common AI writing patterns that make content sound robotic?

Common AI writing patterns include formulaic structure, significance inflation, overused AI vocabulary, grammar tics, excessive hedging, generic transitions, and a soulless neutral tone.

How do I rewrite AI drafted blog posts to avoid AI detection?

You can rewrite AI drafted blog posts by applying a comprehensive checklist that detects and fixes subtle machine-writing signals, ensuring the text sounds like an opinionated human authored it.

Can I use a text improvement workflow to polish marketing copy without losing the core message?

A text improvement workflow can polish marketing copy by eliminating soulless neutral tones and replacing generic transitions while preserving the original core message and maintaining authoritative voice.

What is the best way to edit AI content for significance inflation and generic transitions?

The best way to edit AI content for significance inflation is applying a multi-pass editing workflow that targets specific machine-writing tells and restores missing human personality.

Does humanizing AI writing work for social media content and articles?

Humanizing AI writing works for social media content, articles, and marketing copy by detecting grammar-level tics and overused vocabulary to produce natural, authoritative text.