{"product_id":"master-arabic-dialects-ai-prompt-skills-for-claude-codex","title":"Master Arabic Dialects: AI Prompt Skills for Claude \u0026 Codex","description":"\u003ch3\u003eMaster Arabic Dialects: AI Prompt Skills for Claude \u0026amp; Codex\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill enhances the ability of AI coding agents, such as Claude Code, Cursor, and Codex, to effectively manage and generate prompts in specific Arabic dialects. It ensures AI responses in the appropriate dialect, preventing unintended use of Modern Standard Arabic (MSA) where it is not desired.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eProvides reference material, including a dialect table with codes and examples for ten Arabic dialects: MSA, Egyptian, Gulf, Levantine, Maghrebi, Iraqi, Sudanese, Yemeni, Classical, and Mixed.\u003c\/li\u003e\n    \u003cli\u003eGuides developers in identifying the correct dialect by consulting dialect-specific notes and example prompts.\u003c\/li\u003e\n    \u003cli\u003eFacilitates creating system prompts in the target dialect to ensure appropriate language use in AI interactions.\u003c\/li\u003e\n    \u003cli\u003eEncourages the use of few-shot exchanges in the selected dialect to improve dialect accuracy.\u003c\/li\u003e\n    \u003cli\u003eRecommends models with good dialect support based on specific tasks and model dialect capabilities.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers working with AI coding agents in multilingual environments.\u003c\/li\u003e\n    \u003cli\u003eTeams aiming to enhance AI communications to be dialect-specific in Arabic-speaking regions.\u003c\/li\u003e\n    \u003cli\u003eTechnical personnel involved in localising AI services and applications.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eSupporting customer service bots to respond in the local dialect of the user.\u003c\/li\u003e\n    \u003cli\u003eEnhancing educational platforms with dialect-specific content generation for Arabic language learners.\u003c\/li\u003e\n    \u003cli\u003eImproving interactive AI applications in sectors such as travel, hospitality, and healthcare by aligning language with regional dialect preferences.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilises agent-skills, aiapplication, and arabic-dialect-prompts capabilities.\u003c\/li\u003e\n    \u003cli\u003eEmploys a dialect prompts reference table located in `${CLAUDE_PLUGIN_ROOT}\/skills\/arabic-dialect-prompts\/dialects.md` for aligned prompt writing.\u003c\/li\u003e\n    \u003cli\u003eEnables model recommendations and searches tailored to dialect support needs using specific functions.\u003c\/li\u003e\n    \u003cli\u003eNotes uneven support in models for certain dialects, like Sudanese, Yemeni, and Maghrebi, encouraging users to verify before deployment.\u003c\/li\u003e\n    \u003cli\u003eGuides to maintain user-facing safety and legal text in Modern Standard Arabic to ensure clarity and accuracy.\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\u003eh9-tec\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/h9-tec\/arabic-ai-atlas\" rel=\"nofollow noopener\" target=\"_blank\"\u003eh9-tec\/arabic-ai-atlas\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":53094570098999,"sku":"MCP-H9-TEC-ARABIC-AI-ATLAS-ARABIC-DIALECT-PROMPTS","price":25.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/1BrBg_osoA_s7b4qqWOfE_f8070e59d7d64cf6a737f46773ccc5dc.jpg?v=1791198721","url":"https:\/\/mcpcart.com\/products\/master-arabic-dialects-ai-prompt-skills-for-claude-codex","provider":"SPF PRO","version":"1.0","type":"link"}