What this skill does
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.
QMD Memory is part of the Research & Knowledge category — research and knowledge skills that gather, search, and summarize information. You can install it on its own or alongside other research & knowledge skills from the OpenClaw catalog.
How to install QMD Memory
The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:
- Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
- Open the in-app Skills panel.
- Search for
qmd-memoryand click Install. - The skill activates automatically when an incoming message matches its description.
Install from the command line
If you already run the OpenClaw CLI, add QMD Memory with a single command:
openclaw skills add qmd-memory
This pulls qmd-memory from ClawHub and installs it into ~/.openclaw/skills/qmd-memory/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use QMD Memory
Once installed, QMD Memory activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.
Manual install (advanced)
If you prefer manual installation:
- Click the Download .zip button above to grab
qmd-memory-1.0.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/qmd-memory/(create the directory if it does not exist). - Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.
Frequently asked questions
How do I install QMD Memory?
Install QMD Memory in the OpenClaw Easy desktop app by opening the Skills panel, searching for qmd-memory, and clicking Install. From a terminal you can run: openclaw skills add qmd-memory. Either way the skill is placed in ~/.openclaw/skills/qmd-memory/.
Is QMD Memory free?
Yes. QMD Memory is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.
What does QMD Memory do?
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.
Related: more research & knowledge skills
If QMD Memory looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models