{"product_id":"optimize-ai-workflows-with-cursor-orchestrate-for-claude","title":"Optimize AI Workflows with Cursor-Orchestrate for Claude","description":"\u003ch3\u003eOptimize AI Workflows with Cursor-Orchestrate for Claude\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill enables effective orchestration of Cursor CLI workers to perform extensive or multi-faceted tasks. Claude remains as the central authority, managing architecture, UX\/UI decisions, decomposition, review, and integration processes, while leveraging Cursor-agent workers for task execution.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cp\u003eThe skill acts as an orchestrator, overseeing a fleet of `cursor-agent` workers. It divides tasks into manageable parts and assigns them to individual agents. The orchestration begins by determining the execution mode based on user commands or task complexity. Modes include:\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eA-simple:\u003c\/strong\u003e Utilized for straightforward tasks needing a single agent, activated by the command \"sub\" or \"subagent\".\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eA-fan-out:\u003c\/strong\u003e Suitable for parallel execution of 2-8 independent slices.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eB:\u003c\/strong\u003e Engages the JavaScript harness for tasks involving more than 8 slices, multi-phase builds, retries, or determinism requirements.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThe system logs the selected mode and proceeds with task decomposition and execution within the specified Cursor subscription quota, maintaining Claude as the overseer for final integration.\u003c\/p\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is intended for developers and technical teams using AI-driven coding agents like Claude Code, Cursor, and Codex to manage complex task execution across multiple agents efficiently.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCoordinating a software build that requires decomposition into various subcomponents, each handled by different agents.\u003c\/li\u003e\n  \u003cli\u003eManaging data processing tasks divided across multiple agents to expedite execution.\u003c\/li\u003e\n  \u003cli\u003eExecuting parallel processing in large-scale AI model training or testing environments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThis skill utilizes Claude for overseeing task management, supported by Cursor CLI agents executing the tasks based on Claude's architecting. It leverages the orchestration capabilities provided by the `cursor-orchestrate` tool, enabling it to engage multiple `cursor-agent` workers efficiently.\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\u003esmk-labs\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/smk-labs\/claude-plugins\" rel=\"nofollow noopener\" target=\"_blank\"\u003esmk-labs\/claude-plugins\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":52830840422711,"sku":"MCP-SMK-LABS-CLAUDE-PLUGINS-CURSOR-ORCHESTRATE","price":32.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/EkFKcaR1_YuQZID5fC0sF_6f03101193804a3586999d62143b113e.jpg?v=1786626164","url":"https:\/\/mcpcart.com\/products\/optimize-ai-workflows-with-cursor-orchestrate-for-claude","provider":"SPF PRO","version":"1.0","type":"link"}