Optimize AI Code: Unslop-Code for Claude & Codex Agents

Optimize AI Code: Unslop-Code for Claude & Codex Agents

Optimize AI Code: Unslop-Code is a skill specifically designed to strip the features that make source code appear AI-generated. It highlights discrepancies making the code fit the project instead of conforming to an AI model's typical style. The skill does not produce the code itself nor does it have a preferred coding style. It focuses on eliminating surface tells common to AI-generated code and indicating deeper structural issues that may affect code quality.

What this skill does

• Removes chat artifacts and placeholder comments from the code.
• Eliminates emoji, generic placeholder names, and narrating comments.
• Identifies and highlights structural issues like boilerplate code and hallucinated APIs.
• Encourages consideration of code integration with the existing codebase.
• Does not provide ready-to-use code solutions but points out potential pitfalls.

Who it is for

• Developers using AI coding agents like Claude Code, Cursor, and Codex.
• Software teams focused on maintaining a consistent and contextually relevant codebase.
• Code reviewers and auditors seeking to identify AI-generated characteristics in code.
• Individuals refactoring or troubleshooting code that may have been AI-assisted.

Use cases

• Enhancing human-readable quality of AI-assisted code outputs.
• Identifying and revising code that appears to be overly generic or tutorial-like.
• Supporting audit processes to ensure AI-generated code adheres to project-specific standards.
• Integrating new code with existing projects without losing coherence and style uniformity.

Technical details

• Utilizes agent-skills and aiapplication tools.
• Compatible with Claude Code, Cursor, and Codex environments.
• Grounded in analysis of developer discussions on platforms such as Reddit, with a focus on community-identified AI code artifacts.

Source & Licence

This package is built on open-source work published by UribeLandscapes (UribeLandscapes/claude-skills) 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.