memory-lancedb-pro is a production-grade long-term memory plugin for [OpenClaw](https://github.com/openclaw/openclaw) agents. It stores preferences, decisions, and project context in a local [LanceDB](https://lancedb.com) vector database and automatically recalls relevant memories before each agent reply. Key features: hybrid retrieval (vector + BM25 full-text), cross-encoder reranking, LLM-powered smart extraction (6 categories), Weibull decay-based forgetting, multi-scope isolation (agent/user/project), and a full management CLI.
Memory Lancedb Pro Openclaw is a community-contributed Claude Code skill in the knowledge-mgmt sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/memory-lancedb-pro-openclaw/ and loads when your prompt matches the skill's trigger.
The Memory Lancedb Pro Openclaw Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 213,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/memory-lancedb-pro-openclaw curl -L https://claudskills.com/skills/memory-lancedb-pro-openclaw/SKILL.md \ -o ~/.claude/skills/memory-lancedb-pro-openclaw/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/memory-lancedb-pro-openclaw/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/memory-lancedb-pro-openclaw/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\memory-lancedb-pro-openclaw\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/memory-lancedb-pro-openclaw/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Memory Lancedb Pro Openclaw is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{memory-lancedb-pro-openclaw-2026,
author = {LeoYeAI},
title = {Memory Lancedb Pro Openclaw [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/memory-lancedb-pro-openclaw/}
}Grade A · scanned 2026-11-01 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including a high-severity pattern. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:
Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore
SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.