Use Case
Stop doing repetitive documents & notes tasks manually. QMD Memory lets your AI agent handle them automatically through natural conversation. 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 shows practical examples of using QMD Memory to automate common documents & notes workflows and save hours every week.
Install QMD Memory: npx clawhub@latest --dir ~/.claude/skills install qmd-memory
Identify the repetitive documents & notes tasks you want to automate
Describe the task to your AI in plain English
QMD Memory will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing QMD Memory
Automate my documents & notes tasks using QMD Memory
What repetitive tasks can QMD Memory handle for me?
Set up a workflow that runs QMD Memory every morning
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.