human-writer

Rewrite AI-generated text to sound human while preserving meaning.

Updated Feb 8, 2026
One-click install
npx skills add https://github.com/abpai/skills --skill human-writer-abpai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: human-writer
Source: https://github.com/abpai/skills/tree/main/human-writer
Command: npx skills add https://github.com/abpai/skills --skill human-writer-abpai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Edit text to remove signs of AI-generated writing and to help content sound natural, specific, and human-written.

Core Features & Use Cases

  • Detects AI vocabulary and overused patterns
  • Rewrites prose to a human voice while preserving meaning
  • Supports user-defined style guidelines and prompts for consistent tone

Quick Start

Provide a sample AI-generated paragraph and request a natural, human-sounding rewrite.

Frequently Asked Questions about human-writer

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

FAQPage Schema
How do I make AI-generated text read human?

To make AI-generated text read human, use this Skill to detect AI vocabulary and rewrite prose into a natural voice while preserving the original meaning. It applies editorial review across marketing, technical, and creative writing.

What are common AI tells in writing and how do I remove them?

Common AI tells include overused vocabulary and unnatural patterns. This Skill identifies these signs of AI-generated writing and rewrites the prose to sound specific and human-written, applying guardrails to enforce your style guidelines.

Can I enforce custom style guidelines when paraphrasing AI content?

Yes, you can enforce custom style guidelines when paraphrasing AI content. The Skill supports user-defined prompts and guardrails to ensure the rewritten text maintains a consistent tone and adheres to your specific editorial standards.

What's the best way to humanize AI-written marketing and technical reports?

The best way to humanize AI-written marketing and technical reports is to provide the AI-generated paragraph and request a natural, human-sounding rewrite. The Skill applies editorial review to rephrase prose for a natural voice across emails, reports, and proposals.

Does this text humanization process work for creative writing and proposals?

Yes, this text humanization process works for creative writing and proposals. It applies editorial review across marketing, technical, and creative writing, identifying AI tells and rewriting prose to read as human while enforcing user-defined style guidelines.

Why does my AI writing sound unnatural and how can copy-editing fix it?

AI writing sounds unnatural due to overused vocabulary and predictable patterns. Copy-editing with this Skill fixes it by detecting AI tells, rewriting prose for a human voice, and applying user-defined style guidelines through targeted prompts and guardrails.