This skill is designed to assist developers and teams in reducing the template-based and overly AI-influenced writing style in formal documents. It organizes content from Word, Markdown, or pasted text into a deliverable DOCX, standardizing elements such as expression, numbering, fonts, paragraphs, tables, pagination, and table of contents. It maintains the user's original facts, evidence, metrics, and conclusions without replacing fact-checking or technical review.
What this skill does
Transforms model outputs into clear, reader-oriented expressions.
Formats locked-down text into a standardized Word document.
Handles various types of formal documents including academic papers, technical proposals, and patent disclosures.
Ensures all numerical data, units, dates, prices, budgets, thresholds, and conclusions remain unchanged.
Generates a Word table of contents post-cover page while preserving existing heading hierarchy.
Who it is for
Developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex.
Professionals preparing structured documents that require consistent formatting and expression.
Teams aiming to streamline the generation of deliverable documents from AI-generated content.
Use cases
Optimizing the final presentation of a technical proposal after using AI to draft the initial version.
Polishing academic documents drafted with AI to follow stringent formatting and stylistic guidelines.
Ensuring multi-file consistency when managing patents or legal disclosures drafted from AI utilities.
Technical details
Compatible with `.docx`, `.md`, `.markdown`, and text pasted into Markdown-compatible environments.
Does not overwrite original input files; always writes to a new `.docx` file.
Conforms to a standard black-and-white table presentation style, ensuring stylistic consistency across documents.
Preserved structure from the markdown input files, ensuring correct document parsing before applying final formatting transformations.
Source & Licence
This package is built on open-source work published by Wattson-Law (Wattson-Law/avoid-over-ai-writing-skill) 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.
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.