AI Text Refiner: Detect & Polish Russian Writing Flaws
AI Text Refiner: Detect & Polish Russian Writing Flaws
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AI Text Refiner: Detect & Polish Russian Writing Flaws
AI Text Refiner: Detect & Polish Russian Writing Flaws
The AI Text Refiner is designed to identify and improve writing issues in existing Russian texts. It detects traces of AI generation, bureaucratic language, linguistic artifacts, and Anglicisms, along with typographic signatures of machine-generated text. This skill evaluates the density of these elements and generates a detailed report indicating their weight and potential risk of altering the content's meaning. Further, it can refine the text on command while preserving the original author's voice.
What this skill does
- Analyzes completed Russian text to identify AI writing traces and style weaknesses.
- Detects bureaucratic language, clichés, generation artifacts, and English calques.
- Evaluates typographic signs of machine authorship and calculates density using a script.
- Produces a report with the significance and potential meaning distortion of each finding.
- Refines text upon command while maintaining the author's original voice.
Who it is for
- Developers and teams using AI coding agents such as Claude Code, Cursor, and Codex.
- Technical writers and editors working with Russian text across various genres.
- Content reviewers who need to ensure text is polished and reflects a human-like writing style.
Use cases
- Reviewing and editing Russian text for blogs, emails, and social media posts.
- Polishing scientific abstracts, contracts, and technical documentation in Russian.
- Verifying if text was created by AI and improving its fluency and readability.
Technical details
- Integrates as an AI agent skill within platforms like Claude Code, Cursor, and Codex.
- Utilizes agent-skills, aiapplication, and stop-slop-ru tools for text analysis and refinement.
- Operates with prewritten texts only, not for generating content from scratch.
Source & Licence
This package is built on open-source work published by IlyaChv (IlyaChv/stop-slop-ru) 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.
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