What this skill does
Complete agent memory + performance system. Extracts structured facts, builds knowledge graphs, generates briefings, and enforces execution discipline via pre-game routines, tool policies, result compression, and after-action reviews. Includes external knowledge ingestion (ChatGPT exports, etc.) into searchable memory. Use when working on memory management, briefing generation, knowledge consolidation, external data ingestion, agent consistency, or improving execution quality across sessions.
Memory Pipeline is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.
How to install Memory Pipeline
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
memory-pipelineand 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 Memory Pipeline with a single command:
openclaw skills add memory-pipeline
This pulls memory-pipeline from ClawHub and installs it into ~/.openclaw/skills/memory-pipeline/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Memory Pipeline
Once installed, Memory Pipeline 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
memory-pipeline-0.4.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/memory-pipeline/(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 Memory Pipeline?
Install Memory Pipeline in the OpenClaw Easy desktop app by opening the Skills panel, searching for memory-pipeline, and clicking Install. From a terminal you can run: openclaw skills add memory-pipeline. Either way the skill is placed in ~/.openclaw/skills/memory-pipeline/.
Is Memory Pipeline free?
Yes. Memory Pipeline 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 Memory Pipeline do?
Complete agent memory + performance system.
Related: more developer tools skills
If Memory Pipeline looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:
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Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models