Master Chinese Writing: AI Tone Removal Skill for Codex

Master Chinese Writing: AI Tone Removal Skill for Codex

The Master Chinese Writing: AI Tone Removal Skill for Codex is designed to refine and humanize Simplified Chinese text created by AI agents. It assists in maintaining the factual accuracy and integrity of information while adjusting stylistic elements to remove detectable AI-generated tones.

What this skill does

• Processes text through four modes of operation: reviewing, revising, writing, and a pipeline review, specifically for Simplified Chinese.
• Applies evidence-based rules to modify text only where AI-like features are measurable and community-agreed thresholds are met.
• Ensures the conservation of information, preventing the addition of fabricated experiences, cases, numbers, or citations.
• Does not alter the strength or priority of statements, preserving the original meaning and emphasis.
• Utilizes specific scripts such as scripts/zh_ai_scan.py to analyze quantifiable features like punctuation use and stylistic markers.

Who it is for

• Developers implementing AI agents for coding assistance.
• Editorial teams requiring refined Chinese language output from AI-generated text.
• Technical writers and content creators looking to ensure human consistency in AI outputs.

Use cases

• Refine AI-generated content for social media posts or short scripts to remove AI tonal influences.
• Adjust formal documents like proposals, reports, and official correspondence for a humanized writing style.
• Revising educational and scientific documents to maintain clarity and precision in Chinese text.

Technical details

• Compatible with AI coding agents such as Claude Code, Cursor, and Codex.
• Relies on community and empirically verified rules for text modification decisions.
• Automatically performs text analysis to detect and address indicative AI stylistic elements.

Source & Licence

This package is built on open-source work published by tangwenwen-md (tangwenwen-md/chinese-de-ai-writing) 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.