Humanize AI-Generated Business & Academic Texts Effortlessly

Humanize AI-Generated Business & Academic Texts Effortlessly

This AI agent skill is designed to enhance the readability and human-like quality of AI-generated texts in business and academic contexts. It effectively removes AI-writing patterns from content in both Chinese and English, ensuring that reports, memos, papers, abstracts, and executive summaries are perceived as written by humans.

What this skill does

• Identifies and corrects AI-generated language patterns in business and academic texts.
• Addresses two main issues: excess machine-like language and inappropriate register.
• Classifies text into specific linguistic registers and adjusts accordingly to match intended audience sophistication.
• Ensures proper alignment of language with document type, such as degree theses, research reports, investment memoranda, and industry analyses.

Who it is for

• Developers implementing AI-driven writing solutions.
• Academic researchers and teams using AI to draft formal documents.
• Business professionals seeking to refine AI-generated corporate communications.

Use cases

• Refining an AI-drafted investment memorandum to align with professional business language standards.
• Adapting AI-written academic papers to conform to peer-reviewed journal requirements.
• Ensuring executive summaries generated by AI have a human-like tone suitable for board presentations.

Technical details

• Compatible with Claude Code, Cursor, Codex, and similar AI coding agents.
• Incorporates tools related to academic-writing and aiapplication for refined text processing.

Source & Licence

This package is built on open-source work published by jiutianxvanyin (jiutianxvanyin/humanizer-formal) 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.