Retrieve user memories across L1-L4 layers with source attribution.
npx skills add https://github.com/zephyrwang6/myskill --skill mem-query
Please help me install this Agent Skill. Skill: mem-query Source: https://github.com/zephyrwang6/myskill/tree/main/mem-query Command: npx skills add https://github.com/zephyrwang6/myskill --skill mem-query
此技能通过跨多层记忆文件检索与整合，解决用户在需要基于历史信息获得个性化回答时的信息缺失问题。
向 AI 提出如“我的记忆中关于XXX的部分是什么？”的请求，系统将检索相关记忆并给出带来源的答案。
High-intent search queries and answers about installing and using this skill.
Memory retrieval across layered storage automates extraction from L1-L4 memory layers, integrating information to deliver context-aware answers grounded in your personal history, preferences, and habits with full source attribution.
A multi-layer memory system organizes personal data across indexed levels (L1-L4), enabling cross-layer analysis that combines past experiences, preferences, and values to generate consistent, sourced answers tailored to individual context.
Source citation is enforced in all answers, ensuring every personalized response includes retrieval sources so you can verify the memory layer and historical data that grounded each answer.
Memory indexing organizes personal data across L1-L4 layers, enabling the system to automatically extract relevant information when you ask questions about past experiences, preferences, or habits and return sourced, personalized answers.
Memory-based systems excel at questions about your past experiences, recurring preferences, established habits, and decision patterns—any query requiring historical context and personalization grounded in indexed personal data across multiple layers.
The system enforces memory indexing across L1-L4 layers without requiring predefined schemas; it retrieves and integrates personal data in various formats to deliver context-aware personalized answers with source attribution.
ymehmetdemiroglu-cryptoStore, index, and retrieve historical patterns for adaptive decision-making.
lirrensiStore and recall episodic, semantic, and procedural memories across conversations.
cocyuhaoRetrieve and synthesize information from multiple memory layers with sourced references.
sakamoto-family-smileStore and organize knowledge across local files, MCP memory, vector stores, and Git repositories.
