{"product_id":"boost-ai-accuracy-model-registry-refresh-for-claude-codex","title":"Boost AI Accuracy: Model Registry Refresh for Claude \u0026 Codex","description":"\u003ch3\u003eBoost AI Accuracy: Model Registry Refresh for Claude \u0026amp; Codex\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed to manage and update the model registry for AI agent skills like Claude Code and Codex. It ensures the most recent and validated model information is available, maintaining an accurate and trusted registry. This aids in preventing policy failures due to outdated or missing model data.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cp\u003eThe Boost AI Accuracy skill follows a systematic procedure to refresh and validate the model registry:\u003c\/p\u003e\n\u003cul\u003e\n    \u003cli\u003e\n\u003cstrong\u003eVerification and Extension:\u003c\/strong\u003e Re-verifies and extends the catalog\/model-registry.json, which is crucial for maintaining the registry as a reliable source of truth for model names and reasoning-effort values.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003ePolicy Check Execution:\u003c\/strong\u003e Runs checks using the scripts\/model-policy.mjs which operates on a fail-closed basis, ensuring new models are integrated only after successful validation.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eResearch Delegation:\u003c\/strong\u003e Employs Context7-backed research through Haiku Explore agents to gather necessary documentation and update the registry with orchestrator-approved edits.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eValidation Chain Utilization:\u003c\/strong\u003e Ensures a comprehensive validation chain is in place for any changes applied to the model registry.\u003c\/li\u003e\n    \u003cli\u003e\n\u003cstrong\u003eStaleness Check:\u003c\/strong\u003e Conducts a quarterly review to ensure registry data freshness, particularly when providers introduce new models or retire old ones.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is intended for developers and teams using AI coding agents, specifically those managing environments utilizing Claude Code, Cursor, and Codex. It is particularly useful for operators responsible for AI model deployments and maintenance.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eAutomatically updating the model registry when a new AI model from providers like OpenAI or Anthropic is introduced.\u003c\/li\u003e\n    \u003cli\u003eDetecting and preventing potential deployment issues resulting from outdated or incorrect model registry entries.\u003c\/li\u003e\n    \u003cli\u003eEstablishing a scalable process for periodic review and updates to the AI model registry.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThe skill leverages the Context7 MCP tools and Haiku Explore agents for efficient documentation sourcing and validation. It facilitates systematic updates to the model registry by integrating scripts that perform fail-closed checks against model-policy.mjs, ensuring that only verified models are utilized.\u003c\/p\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\u003eVincentChuWaiChow\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/VincentChuWaiChow\/vanguard-frontier-agentic\" rel=\"nofollow noopener\" target=\"_blank\"\u003eVincentChuWaiChow\/vanguard-frontier-agentic\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":52880935485751,"sku":"MCP-VINCENTCHUWAICHOW-VANGUARD-FRONTIER-AGENTIC-MODEL-REGISTRY-REFRESH","price":21.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/N6ksfEzXt_VWJhdWeE1rD_5722d6b7faae47c99350ddfd49059191.jpg?v=1787396911","url":"https:\/\/mcpcart.com\/products\/boost-ai-accuracy-model-registry-refresh-for-claude-codex","provider":"SPF PRO","version":"1.0","type":"link"}