{"product_id":"master-vibetags-optimize-ai-guardrails-annotations","title":"Master VibeTags: Optimize AI Guardrails \u0026 Annotations","description":"\u003ch3\u003eMaster VibeTags: Optimize AI Guardrails \u0026amp; Annotations\u003c\/h3\u003e\n\n\u003cp\u003eMaster 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eAdd the VibeTags dependency using Maven or Gradle with a compile-only scope to ensure no runtime requirement and maintain the simplicity of integration.\u003c\/li\u003e\n    \u003cli\u003eConfigure the AI platforms through a file-presence model. Note that VibeTags updates existing files but does not create new ones.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopment environments requiring structured guardrails for AI code interaction.\u003c\/li\u003e\n    \u003cli\u003eProjects needing AI annotations such as @AILocked, @AIContext, @AIPrivacy, and others to manage and protect code effectively.\u003c\/li\u003e\n    \u003cli\u003eSituations where a clear configuration of AI behaviour via opt-in AI platforms is essential, without affecting runtime performance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes ai-agents and aiapplication tools to support integration with AI agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eSupports a comprehensive range of Java annotations for specific needs such as @AIContract, @AIPerformance, @AIObservability, and more.\u003c\/li\u003e\n    \u003cli\u003eBased on VibeTags’ compile-time Java annotation processor technology, focusing on configuration and guardrails setup without impacting runtime.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003ePIsberg\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/PIsberg\/skill3\" rel=\"nofollow noopener\" target=\"_blank\"\u003ePIsberg\/skill3\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal 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.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52853621915959,"sku":"MCP-PISBERG-SKILL3-VIBETAGS-USAGE","price":24.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/jupP_y3NilGXSH_-NLSlR_8beeb97d67ea4fb18ff402f79e0fba66.jpg?v=1786878547","url":"https:\/\/mcpcart.com\/products\/master-vibetags-optimize-ai-guardrails-annotations","provider":"SPF PRO","version":"1.0","type":"link"}