{"product_id":"ai-context-extraction-skill-for-crowdin-jsonl-files","title":"AI Context Extraction Skill for Crowdin JSONL Files","description":"\u003ch3\u003eAI Context Extraction Skill for Crowdin JSONL Files\u003c\/h3\u003e\n\n\u003cp\u003eThis skill enhances the handling of Crowdin JSONL files by writing meaningful \u003ccode\u003eai_context\u003c\/code\u003e values for strings that require translator context. It is particularly useful when extracting context, filling \u003ccode\u003eai_context\u003c\/code\u003e fields, providing context to ambiguous strings, or managing context within Crowdin JSONL files.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eExtracts context for each string, prioritizing the primary signal from the \u003ccode\u003etext\u003c\/code\u003e field.\u003c\/li\u003e\n    \u003cli\u003eUtilizes the \u003ccode\u003ekey\u003c\/code\u003e field when the \u003ccode\u003etext\u003c\/code\u003e field lacks clarity, leveraging structured data for context extraction.\u003c\/li\u003e\n    \u003cli\u003eConsiders the \u003ccode\u003econtext\u003c\/code\u003e field for supplementary information, including translator comments and source file references.\u003c\/li\u003e\n    \u003cli\u003eReads source files for additional context if file paths and line numbers are specified and ambiguity remains.\u003c\/li\u003e\n    \u003cli\u003eFocuses on strings requiring additional context, such as ambiguous short words, color\/status names, ICU\/message format strings, and strings with inline tags.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers and teams employing AI coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eLocalization professionals who require accurate context for translation strings in Crowdin JSONL files.\u003c\/li\u003e\n    \u003cli\u003eSoftware engineers involved in internationalization efforts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eEnhancing the clarity of translation files by providing accurate context for potentially ambiguous strings.\u003c\/li\u003e\n    \u003cli\u003eReducing errors in internationalized software by specifying precise meanings for color or status labels.\u003c\/li\u003e\n    \u003cli\u003eEnsuring correct handling of complex message formats and strings with inline tags during localization processes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eEmploys agent-skills and aiapplication technologies for context extraction.\u003c\/li\u003e\n    \u003cli\u003eDesigned to work seamlessly with Crowdin JSONL format.\u003c\/li\u003e\n    \u003cli\u003eCompatible with AI coding platforms such as Claude Code, Cursor, and Codex.\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\u003ecrowdin\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/crowdin\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003ecrowdin\/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":52939705352503,"sku":"MCP-CROWDIN-SKILLS-CONTEXT-EXTRACTION","price":4.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/IldvrjNn6yMQO59cS4FAi_785cc932bfdf42989a250f45fa19ff96.jpg?v=1788343566","url":"https:\/\/mcpcart.com\/products\/ai-context-extraction-skill-for-crowdin-jsonl-files","provider":"SPF PRO","version":"1.0","type":"link"}