Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
This skill gives OpenClaw AI agents a memory system that captures, classifies, and retrieves information across conversations. It uses hybrid vector and full-text search with reranking to find relevant memories, and a Weibull decay model to promote important ones while letting trivial details fade. It helps AI agent builders, platform teams, and privacy-sensitive deployments configure persistent memory that works with cloud APIs or fully local models.
WHO IT'S FOR
OpenClaw Agent Developers
installing and configuring memory-lancedb-pro
AI Platform / DevOps Engineers
deploying and managing memory-lancedb-pro in production
Enterprise AI Adoption Teams
evaluating memory solutions for AI agents
AI Agent Power Users
using memory tools to store and recall information
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Compatibility not documented
Use this skill
Follow the documented setup, then try a first task.
I’m using
Clone the skill for Claude Code
Installs: Complete memory-lancedb-pro skill repository · Claude Code
Before you start
Claude Code CLI installed
memory-lancedb-pro plugin configured as an MCP server
Run this terminal command to clone the complete skill repository into Claude Code's skills directory.
Verify that the skill is loaded after installation. The supplied excerpt does not include a complete OpenClaw verification command, so perform this as a manual check.
Installs: Complete memory-lancedb-pro skill repository · Claude Code
Before you start
Claude Code CLI installed
memory-lancedb-pro plugin configured as an MCP server
On the repository page, click Code → Download ZIP.
In a terminal, from the directory containing `memory-lancedb-pro-skill-main.zip`, extract it and move the resulting directory into Claude Code's skills directory.
memory-lancedb-pro plugin installed via `openclaw plugins install memory-lancedb-pro@beta`
On the repository page, click Code → Download ZIP.
In a terminal, from the directory containing `memory-lancedb-pro-skill-main.zip`, extract it and move the resulting directory into the OpenClaw workspace skills directory.
Verify that the skill is loaded after installation. The supplied excerpt does not include a complete OpenClaw verification command, so perform this as a manual check.
Deployment priority such as quality, budget, simplicity, or fully local
Existing API-key availability
Use the memory-lancedb-pro skill to help me enable the best config. For this first step only, compare the documented deployment plans and ask me to choose one; do not edit my configuration or restart anything yet. My priorities are [quality, budget, simplicity, or fully local], and the API keys I already have are [list keys or say none].
