{"product_id":"optimize-post-engagement-with-ai-analytics-collector","title":"Optimize Post Engagement with AI Analytics Collector","description":"\u003ch3\u003eOptimize Post Engagement with AI Analytics Collector\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Analytics Collector skill facilitates the measurement of post-engagement metrics from the platforms X and LinkedIn. It serves as a critical element in the Genfeed content loop by collecting and normalizing engagement data, turning it into a standardized 'Metric' JSON for further feedback scoring processes.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eRetrieves engagement metrics for specified posts from X and LinkedIn.\u003c\/li\u003e\n  \u003cli\u003eNormalizes the retrieved data into a single 'Metric' JSON format.\u003c\/li\u003e\n  \u003cli\u003eIntegrates with the Genfeed system to initiate feedback scoring, enhancing theme selection in future content cycles.\u003c\/li\u003e\n  \u003cli\u003eOperates entirely as a data processing utility without persisting data or generating manifest files.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers and data analysts working with AI coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eContent strategists seeking to optimize engagement metrics in their post analysis.\u003c\/li\u003e\n  \u003cli\u003eTechnical teams involved in social media analytics and feedback loops.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAssessing the effectiveness of social media campaigns by analyzing post engagement on X and LinkedIn.\u003c\/li\u003e\n  \u003cli\u003eAutomatically updating content strategies based on feedback scores derived from collected metrics.\u003c\/li\u003e\n  \u003cli\u003eProviding valuable insight into audience interaction patterns to enhance content creation processes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates with X and LinkedIn APIs to access public and organic engagement metrics.\u003c\/li\u003e\n  \u003cli\u003eRuns with Bun 1.1+ without additional dependencies beyond Node built-ins and global fetch.\u003c\/li\u003e\n  \u003cli\u003eOffers flexibility in execution modes, accepting post IDs via command line or stdin input.\u003c\/li\u003e\n  \u003cli\u003eDesigned to comply with regulations around data collection, targeting publicly available information only and requiring adherence to platform terms of use.\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\u003egenfeedai\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/genfeedai\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003egenfeedai\/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":53090070790455,"sku":"MCP-GENFEEDAI-SKILLS-ANALYTICS-COLLECTOR","price":25.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/cN8K6VzoUTPG_4McMiwuA_c48bbcba198f446b8a71233c1ee13eac.jpg?v=1791105091","url":"https:\/\/mcpcart.com\/products\/optimize-post-engagement-with-ai-analytics-collector","provider":"SPF PRO","version":"1.0","type":"link"}