Use Case
QMD Memory is a powerful AI agent skill that extends your assistant with new capabilities. Enables local hybrid memory search and embedding using QMD to reduce API costs by $50-300/month with automatic setup, smart indexing, and multi-agent sharing. This guide walks you through installing QMD Memory, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install QMD Memory: npx clawhub@latest --dir ~/.claude/skills install qmd-memory
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to documents & notes to trigger QMD Memory
Review the output and refine your prompt for better results
Combine QMD Memory with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing QMD Memory
Help me get started with QMD Memory
What can QMD Memory do for my documents & notes workflow?
Show me an example of using QMD Memory
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install qmd-memoryOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install qmd-memoryβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/qmd-memory/π‘Extract and place the folder at the path above, then restart your agent.