This AI agent skill enforces grounded and contrast-free prose in all instances of user-facing copy. It provides specific guidance for writing, editing, translating, and localizing content to ensure clear, factual communication without the use of negation or contrast-based language.
What this skill does
Guides users to write prose using direct declarative statements built on concrete nouns and verbs.
Ensures every claim is verifiable and based on specifics rather than comparisons or negations.
Applies to a wide array of content types, including headlines, product descriptions, and documentation.
Operates across various writing tasks, including chat replies and code comments.
Who it is for
Developers using AI coding agents like Claude Code, Cursor, and Codex.
Teams responsible for creating and maintaining user-facing content.
Writers and editors tasked with ensuring consistency and clarity in documentation.
Use cases
Creating grounded product descriptions for online stores.
Editing and refining company About pages to ensure factual accuracy.
Maintaining consistent language style across technical documentation.
Technical details
Utilizes agent-skills and aiapplication capabilities to structure content clearly.
Designed for integration with AI coding agents: Claude Code, Cursor, and Codex.
Facilitates improved workflow for content development through grounded prose techniques.
Source & Licence
This package is built on open-source work published by HiroHyun (HiroHyun/grounded-copy) 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.