Master VibeTags: Optimize AI Guardrails & Annotations
Master VibeTags: Optimize AI Guardrails & Annotations
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Master VibeTags: Optimize AI Guardrails & Annotations
Master VibeTags: Optimize AI Guardrails & Annotations
Master VibeTags serves as a compile-time Java annotation processor designed to generate AI platform-specific guardrail files from defined source annotations. It ensures zero runtime overhead by utilizing a RetentionPolicy.SOURCE for all annotations.
What this skill does
- Add the VibeTags dependency using Maven or Gradle with a compile-only scope to ensure no runtime requirement and maintain the simplicity of integration.
- Configure the AI platforms through a file-presence model. Note that VibeTags updates existing files but does not create new ones.
Who it is for
This skill is primarily targeted towards developers and engineering teams who are integrating AI capabilities into their projects using AI coding agents such as Claude Code, Cursor, and Codex. It is especially useful for those looking to implement guardrails and annotations for enhanced control over AI interaction with Java code.
Use cases
- Development environments requiring structured guardrails for AI code interaction.
- Projects needing AI annotations such as @AILocked, @AIContext, @AIPrivacy, and others to manage and protect code effectively.
- Situations where a clear configuration of AI behaviour via opt-in AI platforms is essential, without affecting runtime performance.
Technical details
- Utilizes ai-agents and aiapplication tools to support integration with AI agents like Claude Code, Cursor, and Codex.
- Supports a comprehensive range of Java annotations for specific needs such as @AIContract, @AIPerformance, @AIObservability, and more.
- Based on VibeTags’ compile-time Java annotation processor technology, focusing on configuration and guardrails setup without impacting runtime.
Source & Licence
This package is built on open-source work published by PIsberg (PIsberg/skill3) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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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