概要
MemQuery is a specialized skill for Claude Code designed to manage and query a multi-layered personal AI memory system. By navigating four distinct levels—ranging from immediate situational context (L1) and behavioral patterns (L2) to cognitive frameworks (L3) and core values (L4)—this skill allows Claude to provide highly personalized responses. It automates the process of indexing, searching via grep, and synthesizing data, ensuring that every recommendation is calibrated against the user's documented values and past experiences. Whether you're recalling a specific workflow or seeking advice aligned with your principles, MemQuery provides grounded, cited, and accurate information from your own local memory repository.
