humanise-text

Detect AI writing patterns and rewrite text to read as human-authored.

12|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/199-biotechnologies/humanise-text-skill --skill humanise-text
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanise-text
Source: https://github.com/199-biotechnologies/humanise-text-skill/tree/main
Command: npx skills add https://github.com/199-biotechnologies/humanise-text-skill --skill humanise-text

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and reference (resource) components.

What problem does it solve?

This Skill helps you transform AI-generated prose into natural human prose by removing common AI tells, patterns, and rhythm that reveal machine authorship while preserving meaning.

Core Features & Use Cases

  • AI pattern detection: detects red/yellow words, structural tells, and rhythm irregularities to guide rewriting.
  • Humanisation rewrite: rewrites text to read as if written by a human while preserving original meaning and intent.
  • Validation & comparison: runs automated checks and shows a before/after change summary to verify quality.
  • Use Case: ideal for blog posts, reports, abstracts, emails, and marketing copy that should read as human-authored.

Quick Start

Paste the text you want to humanise and run the skill to get a humanised version.

Frequently Asked Questions about humanise-text

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

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

To make AI text sound more human, this Skill removes common AI writing patterns, structural tells, and rhythm irregularities while preserving the original meaning. It applies a detection and rewriting pipeline to produce natural, human-authored prose.

What are common AI writing patterns and how are they removed?

Common AI writing patterns include red or yellow flag words, structural tells, and unnatural rhythm. This Skill detects these patterns and rewrites the text through a pipeline of detection, rewriting, self-critique, and validation to read as human-authored.

Can I humanise long texts like reports and marketing copy?

Yes, you can humanise long texts such as reports, marketing copy, and academic abstracts. The Skill supports optional segmentation for long texts, applying its detection and rewriting pipeline across each section to maintain human voice.

Does this text editing tool validate changes after rewriting?

Yes, this text editing tool validates changes by running automated checks and providing a before and after comparison summary. This ensures the humanised output meets quality standards while preserving the original intent.

What is the best way to rewrite AI generated blog posts?

The best way to rewrite AI generated blog posts is to run them through a pipeline that detects AI tells, rewrites the content, and self-critiques the results. This Skill automates that process and outputs natural prose with a change summary.

Are there limitations when removing AI detection signals from text?

When removing AI detection signals, the Skill preserves the original meaning but may alter word choice and sentence rhythm significantly. It works across any text origin but focuses on pattern removal rather than fact-checking the underlying content.