{"product_id":"boost-ai-models-with-catboost-expert-skills-for-claude-codex","title":"Boost AI Models with CatBoost: Expert Skills for Claude \u0026 Codex","description":"\u003ch3\u003eBoost AI Models with CatBoost: Expert Skills for Claude \u0026amp; Codex\u003c\/h3\u003e\n\n\u003cp\u003eThis skill package provides advanced CatBoost capabilities for enhancing AI model performance in Claude Code, Cursor, and Codex environments. It efficiently supports gradient boosting on decision trees with native categorical feature handling and GPU acceleration, facilitating fast and accurate tabular model training without the need for manual one-hot encoding.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eOffers automatic handling of categorical features through target encoding and categorical combination.\u003c\/li\u003e\n  \u003cli\u003eEnables rapid model scoring on both CPU and GPU, minimizing memory usage.\u003c\/li\u003e\n  \u003cli\u003eFacilitates ranking and classification tasks, including e-commerce recommendation and fraud detection.\u003c\/li\u003e\n  \u003cli\u003eUtilizes symmetric (oblivious) decision trees to provide stable predictions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers seeking to enhance AI model efficiency in tabular data applications.\u003c\/li\u003e\n  \u003cli\u003eData scientists focusing on projects with categorical data features.\u003c\/li\u003e\n  \u003cli\u003eTeams using AI coding agents like Claude Code, Cursor, and Codex for advanced data processing tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCreating fast, accurate models for click-through-rate (CTR) prediction and e-commerce recommendations.\u003c\/li\u003e\n  \u003cli\u003eDeveloping models for fraud detection with a robust approach against overfitting.\u003c\/li\u003e\n  \u003cli\u003eTraining models efficiently on small-to-medium datasets with categorical variables.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes the CatBoostClassifier and Pool from the CatBoost library.\u003c\/li\u003e\n  \u003cli\u003eSupports integration with AI agent environments like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eFacilitates GPU-accelerated model training and inference.\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\u003eG1Joshi\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/G1Joshi\/Agent-Skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eG1Joshi\/Agent-Skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\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, provided the original copyright and licence notice are 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":53054422843703,"sku":"MCP-G1JOSHI-AGENT-SKILLS-CATBOOST","price":59.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/Xy3w3IePJcDtnYieLF606_4eefddd39a79493399ea80b28c6b16e2.jpg?v=1790504000","url":"https:\/\/mcpcart.com\/products\/boost-ai-models-with-catboost-expert-skills-for-claude-codex","provider":"SPF PRO","version":"1.0","type":"link"}