QMD skill for OpenClaw: local markdown search without cloud memory
The QMD skill gives OpenClaw a local-first way to index markdown notes, docs, and transcripts with BM25, vectors, and reranking instead of stuffing everything into context.
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AI Agent Memory
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AI agent memory reliability: SQLite, embeddings and recall that survives restarts
AI agent memory reliability depends on more than vector search. See how SQLite state, embedding batches and source-backed recall keep long-running agents useful.