humaniser

Detect and remove AI writing patterns from text for publication.

Updated May 20, 2026
One-click install
npx skills add https://github.com/MilUX-Ltd/foothold --skill humaniser-milux-ltd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humaniser
Source: https://github.com/MilUX-Ltd/foothold/tree/main/foothold/template/Skills/content-skills/humaniser
Command: npx skills add https://github.com/MilUX-Ltd/foothold --skill humaniser-milux-ltd

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires nltk, textblob, spacy, and includes scripts (resource) and references (resource) components.

What problem does it solve?

The Skill tackles the challenge of making AI-generated writing more human-readable and relatable, ensuring your content resonates better with your audience.

Core Features & Use Cases

  • Humanization: Strips out AI-generated text patterns that make writing sound robotic.
  • Pattern Detection: Identifies common AI writing traits such as overly formal language and redundant phrases.
  • Preservation of Tone: Retains the original message's tone and voice.
  • Use Case: Ideal for pre-publishing reviews, newsletters, or press releases where human touch is essential.

Quick Start

humanise my_text_to_publish.md

Frequently Asked Questions about humaniser

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

FAQPage Schema
How do I remove AI-generated text patterns before publishing external content?

To remove AI-generated text patterns, humanize the content by stripping overly promotional language, excessive formalities, and unnatural structures. This refines newsletters and press releases to enhance readability and credibility for public communication.

How does AI writing pattern detection work for editorial correction?

AI writing pattern detection works by analyzing text against a database of known AI traits using natural language processing. It identifies robotic patterns like redundant phrases and overly formal language, then applies writing correction to preserve the original tone.

Do I need natural language processing libraries to humanize text for public communication?

Yes, you need natural language processing libraries like nltk, textblob, and spacy to humanize text for public communication. These dependencies provide the required text analysis capabilities and access to AI writing pattern databases.

Can I retain my original tone and voice when applying writing correction tools?

Yes, you can retain your original tone and voice when applying writing correction. The humanization process focuses on removing unnatural structure and formalities while explicitly preserving the original message's voice for external publications.

What are common limitations when using text analysis to humanize AI content?

Limitations when using text analysis to humanize AI content include potential misinterpretation of nuanced editorial intent. Text analysis relies on pattern detection to strip formalities, but complex public communication contexts may require manual review to ensure credibility.