Self-improving Agent Memory Upgrade (SurrealDB)
What this skill does
A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.
Self-improving Agent Memory Upgrade (SurrealDB) 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 Self-improving Agent Memory Upgrade (SurrealDB)
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
surrealdb-knowledge-graph-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 Self-improving Agent Memory Upgrade (SurrealDB) with a single command:
openclaw skills add surrealdb-knowledge-graph-memory
This pulls surrealdb-knowledge-graph-memory from ClawHub and installs it into ~/.openclaw/skills/surrealdb-knowledge-graph-memory/. Restart the OpenClaw gateway afterwards so the new skill is discovered.
How to use Self-improving Agent Memory Upgrade (SurrealDB)
Once installed, Self-improving Agent Memory Upgrade (SurrealDB) 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
surrealdb-knowledge-graph-memory-2.3.0.zipdirectly from our S3 mirror. - Unzip into
~/.openclaw/skills/surrealdb-knowledge-graph-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 Self-improving Agent Memory Upgrade (SurrealDB)?
Install Self-improving Agent Memory Upgrade (SurrealDB) in the OpenClaw Easy desktop app by opening the Skills panel, searching for surrealdb-knowledge-graph-memory, and clicking Install. From a terminal you can run: openclaw skills add surrealdb-knowledge-graph-memory. Either way the skill is placed in ~/.openclaw/skills/surrealdb-knowledge-graph-memory/.
Is Self-improving Agent Memory Upgrade (SurrealDB) free?
Yes. Self-improving Agent Memory Upgrade (SurrealDB) 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 Self-improving Agent Memory Upgrade (SurrealDB) do?
A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.
Related: more developer tools skills
If Self-improving Agent Memory Upgrade (SurrealDB) 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