Enhance Text Clarity: AI Humanizer Skill for Natural Writing

Enhance Text Clarity: AI Humanizer Skill for Natural Writing

The Enhance Text Clarity: AI Humanizer Skill is designed to edit and review text, removing signs of AI-generated writing to ensure it sounds more natural and human-written. Utilizing guidance from Wikipedia's "Signs of AI Writing" page, this skill detects and rectifies various AI pattern indicators in text, resulting in clearer and more authentic communication.

What this skill does

• Identify AI patterns - It scans text to detect patterns like inflated symbolism, promotional language, and superficial -ing analyses.
• Preserve the information, not the shape - Information from the original text is maintained without adhering to its structural constraints. It compresses less essential details and focuses on areas with more depth, ensuring clarity.
• Never invent facts - The skill refrains from introducing new facts or details not present in the source text, ensuring integrity and accuracy.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, and Codex.
• Editorial teams looking to enhance the human-like quality of their written content.
• Professionals engaged in content review and refinement who require a tool for detecting and correcting AI writing patterns.

Use cases

• Editorial teams employing AI to draft content but seeking to humanize the final output for publication.
• Software developers creating applications that integrate AI content-generation tools and need to refine output for natural language processing.
• Academic institutions wanting to ensure student work reflects authentic human expression.

Technical details

• Compatible with AI coding platforms like Claude Code, Cursor, and Codex.
• Utilizes agent-skills and aiapplication tools to identify AI-generated writing patterns.
• Leverages the humanizer capability for transforming AI-suggested text into more natural formats.

Source & Licence

This package is built on open-source work published by blader (blader/humanizer) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.