AI Memory Retrieval Skill for Optimized Project Context
AI Memory Retrieval Skill for Optimized Project Context
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AI Memory Retrieval Skill for Optimized Project Context
AI Memory Retrieval Skill for Optimized Project Context
The 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.
What this skill does
- Analyzes the user's query to identify search keywords that would match relevant memories.
- Conducts a memory search using a single curl call to the Mem9 API, which retrieves applicable memories matching the keywords, tags, or sources provided.
- Evaluates the search results, filtering out irrelevant, outdated, or overly generic memories.
- Returns a concise summary containing the key facts, decisions, or patterns from the relevant memories, including references to contributing agents or sources where useful.
Who it is for
- Developers utilizing AI coding agents such as Claude Code, Cursor, or Codex.
- Project teams seeking to enhance collaboration by accessing historical project insights and context.
Use cases
- Searching for context on past decisions to inform current project directions.
- Retrieving team expertise on specific issues during coding sessions.
- Exploring historical performance data tagged under specific categories like "tikv" or "performance."
Technical details
- Integrates with the Mem9 shared memory system for memory retrieval.
- Utilizes curl commands for efficient API calls to the Mem9 platform.
- Compatible with AI coding agents, including Claude Code, Cursor, and Codex.
Source & Licence
This package is built on open-source work published by unvulcanised-watercress762 (unvulcanised-watercress762/mem9) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.
Personal 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.
Your 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.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This 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.
Claude, 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.
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