{"product_id":"ai-memory-retrieval-skill-for-optimized-project-context","title":"AI Memory Retrieval Skill for Optimized Project Context","description":"\u003ch3\u003eAI Memory Retrieval Skill for Optimized Project Context\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Memory Retrieval Skill for Optimized Project Context enables users to effectively search and extract relevant historical context from shared memories. It is designed to be used with the Mem9 shared memory system, providing curated insights that can enhance understanding of past decisions and project knowledge.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAnalyzes the user's query to identify search keywords that would match relevant memories.\u003c\/li\u003e\n  \u003cli\u003eConducts a memory search using a single curl call to the Mem9 API, which retrieves applicable memories matching the keywords, tags, or sources provided.\u003c\/li\u003e\n  \u003cli\u003eEvaluates the search results, filtering out irrelevant, outdated, or overly generic memories.\u003c\/li\u003e\n  \u003cli\u003eReturns a concise summary containing the key facts, decisions, or patterns from the relevant memories, including references to contributing agents or sources where useful.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers utilizing AI coding agents such as Claude Code, Cursor, or Codex.\u003c\/li\u003e\n  \u003cli\u003eProject teams seeking to enhance collaboration by accessing historical project insights and context.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSearching for context on past decisions to inform current project directions.\u003c\/li\u003e\n  \u003cli\u003eRetrieving team expertise on specific issues during coding sessions.\u003c\/li\u003e\n  \u003cli\u003eExploring historical performance data tagged under specific categories like \"tikv\" or \"performance.\"\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates with the Mem9 shared memory system for memory retrieval.\u003c\/li\u003e\n  \u003cli\u003eUtilizes curl commands for efficient API calls to the Mem9 platform.\u003c\/li\u003e\n  \u003cli\u003eCompatible with AI coding agents, including 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\u003eunvulcanised-watercress762\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/unvulcanised-watercress762\/mem9\" rel=\"nofollow noopener\" target=\"_blank\"\u003eunvulcanised-watercress762\/mem9\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":52830256759095,"sku":"MCP-UNVULCANISED-WATERCRESS762-MEM9-MEM9-RECALL","price":31.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/AykRAuIkbmOAAdbD_WEJR_8c8b3f9fb3e443e2ad271e04a3154de6.jpg?v=1786611809","url":"https:\/\/mcpcart.com\/products\/ai-memory-retrieval-skill-for-optimized-project-context","provider":"SPF PRO","version":"1.0","type":"link"}