{"product_id":"optimize-ai-research-project-context-v2-memory-manager","title":"Optimize AI Research: Project-Context V2 Memory Manager","description":"\u003ch3\u003eOptimize AI Research: Project-Context V2 Memory Manager\u003c\/h3\u003e\n\n\u003cp\u003eThe Project-Context V2 Memory Manager skill manages evidence-centric memory throughout the lifecycle of long-term scientific research and research engineering. This skill assists in initializing research projects, adopting memory systems into existing projects, and ensuring reproducibility across AI sessions.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSupports the creation and formulation of research questions and hypotheses.\u003c\/li\u003e\n  \u003cli\u003eFacilitates planning and registering experiments, as well as the recording of experiments in any state (running, completed, failed).\u003c\/li\u003e\n  \u003cli\u003eEnsures the preservation of raw data tables, provenance, and promotes findings to established knowledge.\u003c\/li\u003e\n  \u003cli\u003eAids in auditing the support of research claims and diagnosing documentation drift.\u003c\/li\u003e\n  \u003cli\u003ePresents a traceable chain from research questions to evidence and claims, offering a robust framework for managing research memory.\u003c\/li\u003e\n  \u003cli\u003eSeparates memory into four epistemic classes: evidence, observation, interpretation, and decision.\u003c\/li\u003e\n  \u003cli\u003eEnforces the durability of evidence over interpretation, ensuring no loss of fundamental data.\u003c\/li\u003e\n  \u003cli\u003eMarks results or claims as superseded or invalidated with documented reasoning, maintaining a transparent historical record.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is designed for developers and research teams using AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those involved in scientific research, engineering research, and data management requiring thorough documentation and reproducibility.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eResuming AI coding sessions and ensuring the persistence of research context and data.\u003c\/li\u003e\n  \u003cli\u003eConducting research projects where the traceable evolution from data collection to claim development is critical.\u003c\/li\u003e\n  \u003cli\u003eSupporting the revision and correction of analyses without compromising the integrity of the original research records.\u003c\/li\u003e\n  \u003cli\u003eHanding off research projects while maintaining consistent memory and provenance trails.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegrates the use of agent-skills and aiapplication tools.\u003c\/li\u003e\n  \u003cli\u003eUtilises the project-context-v2 process to manage evidence-first memories across AI research tasks.\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\u003epoiuyjie\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/poiuyjie\/jev_project_context\" rel=\"nofollow noopener\" target=\"_blank\"\u003epoiuyjie\/jev_project_context\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":53024266649911,"sku":"MCP-POIUYJIE-JEV-PROJECT-CONTEXT-PROJECT-CONTEXT-V2","price":43.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/UfO81TywZiaENne2-c6D3_8dd6945eee8e44d0a53bc9d06c00bc63.jpg?v=1790068236","url":"https:\/\/mcpcart.com\/products\/optimize-ai-research-project-context-v2-memory-manager","provider":"SPF PRO","version":"1.0","type":"link"}