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memory-lancedb-pro-openclaw — Claude Code skill: install

Guides setup of OpenClaw’s LanceDB memory plugin. Useful when an agent needs to retain project context between sessions or retrieve stored details.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/trending-skills --skill memory-lancedb-pro-openclaw -a claude-code
Open on GitHub

What memory-lancedb-pro-openclaw does

This skill covers configuring OpenClaw’s long-term memory plugin, which stores preferences and project context in LanceDB and can bring relevant entries back before an agent responds. The setup guide discusses hybrid vector and BM25 retrieval, cross-encoder reranking, and separate memory scopes for agents, users, and projects.

It includes openclaw.json examples, embedding provider choices, and commands to validate the configuration and restart the gateway. The OpenAI-compatible setup uses an API key; Ollama is shown as a local option. One setup detail matters: npm installs require the plugin’s absolute path in plugins.load.paths.

What it helps with

  • configure persistent memory for an OpenClaw agent
  • enable vector and BM25 hybrid retrieval
  • isolate memory by agent, user, or project
  • validate OpenClaw settings and restart the gateway

Example prompts for the agent

  • Show me how to enable hybrid search and reranking in memory-lancedb-pro.
  • Check my openclaw.json memory setup and explain how to restart the OpenClaw gateway.

How to install memory-lancedb-pro-openclaw

1Skills CLI (Vercel)

npx skills add reason-machines/trending-skills --skill memory-lancedb-pro-openclaw -a claude-code

2Manually: put the files in place

~/.claude/skills/memory-lancedb-pro-openclaw/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/memory-lancedb-pro-openclaw/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about memory-lancedb-pro-openclaw

How do I install memory-lancedb-pro-openclaw in Claude Code?

Run npx skills add reason-machines/trending-skills --skill memory-lancedb-pro-openclaw -a claude-code. The skill file is at ~/.claude/skills/memory-lancedb-pro-openclaw/SKILL.md.

What does memory-lancedb-pro-openclaw do?

It guides you through setting up OpenClaw’s long-term memory plugin. The plugin stores context in LanceDB and retrieves relevant entries for agent replies.

Does the OpenClaw memory setup need an API key?

The OpenAI-compatible configuration uses an API key. The guide also shows Ollama for local embeddings and extraction.

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