Use Case
QMD Memory isn't just for solo use β teams can share skills and build consistent AI workflows across the organization. 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 covers how to deploy QMD Memory for your team, standardize prompts, and create shared workflows that everyone can use.
Install QMD Memory in your project directory: .claude/skills/qmd-memory/
Commit the skill folder to your repository so the whole team has access
Document your team's standard prompts in a shared README
Use QMD Memory in code reviews, standups, and planning sessions
Iterate: collect feedback from the team and refine your prompts
Copy these prompts and use them with your AI agent after installing QMD Memory
How can my team use QMD Memory together?
Set up QMD Memory for our project so everyone can use it
Create a shared workflow using QMD Memory for our team
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.