memory-lancedb-pro-use

Installation
SKILL.md

Memory LanceDB Pro Helper

memory-lancedb-pro is a production-focused long-term memory plugin for OpenClaw. It adds persistent memory with hybrid retrieval (vector + BM25), optional cross-encoder rerank, smart LLM extraction, lifecycle decay and tiering, multi-scope isolation, and an operations CLI.

What It Does

  1. Stores memories in LanceDB with vector + FTS support.
  2. Retrieves with hybrid scoring, reranking, and filtering.
  3. Auto-captures memories from conversation turns.
  4. Auto-recalls relevant memory before agent responses.
  5. Isolates memory by scope (global, agent:*, project:*, user:*, custom:*).
  6. Provides openclaw memory-pro commands for operations and migration.

Quick Start

Install plugin

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3
First Seen
Mar 12, 2026