{"product_id":"master-workflow-selection-with-ai-agent-skill","title":"Master Workflow Selection with AI Agent Skill","description":"\u003ch3\u003eMaster Workflow Selection with AI Agent Skill\u003c\/h3\u003e\n\n\u003cp\u003eThis skill assists in the initial classification of incoming work requests to determine the appropriate workflow. It evaluates the nature of the request and identifies the workflow skill that should handle it, facilitating organized and efficient project management.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAnalyzes incoming work requests to classify the work type.\u003c\/li\u003e\n  \u003cli\u003eDetermines if a request involves project onboarding, identifying whether a workspace is empty or newly being set up.\u003c\/li\u003e\n  \u003cli\u003eEvaluates whether the work will create or change any aspect of the project, such as adding features or altering functionality.\u003c\/li\u003e\n  \u003cli\u003eRoutes ambiguous requests by asking clarifying questions to ensure correct workflow assignment.\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 such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eTeams engaged in managing complex software development workflows.\u003c\/li\u003e\n  \u003cli\u003eProject managers seeking streamlined workflow assignment processes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAssigning initial project setup tasks for new software development initiatives.\u003c\/li\u003e\n  \u003cli\u003eClassifying and routing feature requests or codebase modifications in established projects.\u003c\/li\u003e\n  \u003cli\u003eEnsuring correct workflow selection for ambiguously defined tasks by leveraging AI-driven clarifications.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates with AI agent frameworks such as Claude Code, Cursor, and Codex to offer advanced classification capabilities.\u003c\/li\u003e\n  \u003cli\u003eUtilizes the root router from the \u003ccode\u003epackages\/pi-thinkrail-workflow\u003c\/code\u003e family for optimal workflow determination.\u003c\/li\u003e\n  \u003cli\u003eEmploys the \u003ccode\u003eask_user_question\u003c\/code\u003e concept for interactive queries when more information is needed.\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\u003eJetBrains\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/JetBrains\/thinkrail\" rel=\"nofollow noopener\" target=\"_blank\"\u003eJetBrains\/thinkrail\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":52857255330103,"sku":"MCP-JETBRAINS-THINKRAIL-CHOOSING-A-WORKFLOW","price":16.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/y97SUrBnSmQf3_p6VOjWm_a9b3a661ee374a2db8b5804fb89df3f0.jpg?v=1786968514","url":"https:\/\/mcpcart.com\/products\/master-workflow-selection-with-ai-agent-skill","provider":"SPF PRO","version":"1.0","type":"link"}