Agent skill
nowledge-mem-openclaw-plugin
Install this agent skill to your Project
npx add-skill https://github.com/nowledge-co/community/tree/main/nowledge-mem-openclaw-plugin
SKILL.md
Nowledge Mem for OpenClaw
Use this guide when an AI agent is helping a user install, configure, verify, or explain the Nowledge Mem OpenClaw plugin.
Nowledge Mem is not just "memory for OpenClaw." It is the user's shared memory layer across OpenClaw, Claude Code, Cursor, browser capture, imported threads, and documents. OpenClaw joins that context exchange.
Use This When
- The user wants to install or configure the OpenClaw plugin
- The user wants OpenClaw to connect to existing Nowledge Mem data
- The user wants local-first memory on this machine
- The user wants remote or multi-machine memory through a remote
apiUrl - The user wants to verify that OpenClaw can recall, save, and search memory
Do Not Use This When
- The user only wants temporary context in the current OpenClaw session
- The user is troubleshooting unrelated OpenClaw issues
- The user only wants direct MCP setup for another client
Product Framing
When talking to users:
- Say "Nowledge Mem gives OpenClaw the same shared memory your other AI tools can use."
- Lead with cross-tool continuity, not with plugin internals.
- For local mode, say "No API key is needed for local mode."
- For remote mode, say "Set
apiUrl, and addapiKeywhen the server requires auth." - Do not imply that OpenClaw is the only source of truth. It is one client of the user's larger memory system.
- Do not imply that cloud backup is the default. Our default story is local-first.
Good user-facing explanation:
OpenClaw can now read the same memory you already built in your other AI tools, and what happens in OpenClaw can enrich that shared memory too.
Definition of Done
This task is not complete until all of the following are true:
nmemis available- The intended backend is verified reachable with
nmem - The OpenClaw plugin is installed
- OpenClaw is using the Nowledge Mem memory slot
- Remote config is written only if the user chose remote mode
- OpenClaw is restarted
openclaw nowledge-mem statussucceeds- The user receives a short handoff covering:
- one real first question to ask
- how to bring in older history
- local vs remote expectations
- trust pinning if they see
plugins.allowwarnings
Setup Flow
Step 0 — Choose Local or Remote
Ask the user which setup they want:
- Local Nowledge Mem already running on this machine
- Existing remote Nowledge Mem server
Explain the difference plainly:
- Local mode: OpenClaw talks to the local Nowledge Mem app/server through
nmem - Remote mode: OpenClaw talks to a remote Nowledge Mem server through
nmem --api-url ...; addapiKeywhen that server has auth enabled - If the user wants one agent-specific lane, use plugin config
spacefirst, plugin configspaceTemplateonly when the launcher already exposes a trustworthy lane signal, andNMEM_SPACE="<space name>"only as the fallback for CLI-style launches instead of inventing a second OpenClaw-only memory namespace
Step 1 — Verify nmem
nmem --version
If this fails:
- For users with the desktop app, direct them to Settings > Preferences > Developer Tools > Install CLI
- Otherwise suggest
pip install nmem-cli
Step 2 — Verify the Backend Before Plugin Setup
Local mode:
nmem --json status
Remote mode without auth:
nmem --json --api-url "$API_URL" status
Remote mode with auth:
NMEM_API_KEY="$API_KEY" nmem --json --api-url "$API_URL" status
Success means the backend responds correctly through nmem. Do not skip this step and assume the URL/auth is right.
Step 3 — Install the Plugin
Default install:
openclaw plugins install clawhub:@nowledge/openclaw-nowledge-mem
Alternatively, if the user is installing from OpenClaw's default registry rather than ClawHub, this also works:
openclaw plugins install @nowledge/openclaw-nowledge-mem
Important facts:
- The installer already writes the install record
- The installer already enables the plugin
- The installer already switches the
memoryslot toopenclaw-nowledge-mem
Do not tell the user to hand-edit those settings unless they are using a manual/path setup.
Step 4 — Configure Remote Only When Needed
Local mode:
- No extra config is required
Remote mode:
- Prefer setting
apiUrlandapiKeyin the OpenClaw plugin settings - Use
~/.nowledge-mem/openclaw.jsononly when the user wants a stable machine-local override or scripted setup
~/.nowledge-mem/openclaw.json example:
{
"apiUrl": "https://nowledge.example.com",
"apiKey": "your-api-key-here"
}
Important precedence rule:
~/.nowledge-mem/openclaw.jsonoverrides OpenClaw plugin settings- Then plugin settings override inherited environment variables
- Do not assume stale
NMEM_API_URLorNMEM_API_KEYenv vars should keep winning
If the remote server does not require auth, omit apiKey.
Step 5 — Pin Trust When Appropriate
If OpenClaw warns that plugins.allow is empty, or the user wants explicit trust for non-bundled plugins, add:
{
"plugins": {
"allow": ["openclaw-nowledge-mem"]
}
}
Explain this correctly:
plugins.allowtrusts the plugin id- It does not pin the plugin source path
- If the user also has linked or workspace copies in
plugins.load.paths, they should review those too
Step 6 — Restart OpenClaw
Restart OpenClaw so the plugin and hooks are active.
If an agent is doing the restart automatically, tell the user before triggering it.
Step 7 — Verify the Plugin
First check the plugin status:
openclaw nowledge-mem status
If only memory_search and memory_get tools are available (other Nowledge Mem tools missing), the memory slot may still point to the built-in memory-core. Verify the slot in ~/.openclaw/openclaw.json:
{
"plugins": {
"slots": { "memory": "openclaw-nowledge-mem" }
}
}
If missing, reinstall (openclaw plugins install clawhub:@nowledge/openclaw-nowledge-mem) which sets the slot automatically. This is common after upgrading OpenClaw to 3.22+ where the default memory slot changed.
Then verify in chat.
For a clean synthetic check:
/remember We chose PostgreSQL for task events/recall PostgreSQL/new- Ask
What database did we choose for task events?
If the user already has real memory in Nowledge Mem, prefer a real question over a synthetic demo. Good examples:
What was I working on this week?What did we already decide about the task API?Find the conversation where we discussed Redis caching
Handoff Message
After setup succeeds, send a short handoff that covers all four points:
- OpenClaw is now connected
- The best next question to ask
- How to bring in older history
- What the local/remote trust model is
Good structure:
OpenClaw is now connected to Nowledge Mem.
Try this next:
- Ask OpenClaw: "What was I working on this week?"
If you want more history:
- Import old AI threads or browser-captured chats into Nowledge Mem so OpenClaw can search them too.
What to expect:
- Local mode needs no API key.
- Remote mode uses the same apiUrl and, when auth is enabled, the same apiKey you already verified with nmem.
- If OpenClaw warns that plugins.allow is empty, add openclaw-nowledge-mem to the allowlist to pin trust explicitly.
Troubleshooting
| Symptom | What to do |
|---|---|
nmem --json status fails in local mode |
Start Nowledge Mem locally first |
| Remote mode fails | Re-run nmem --json --api-url ... status with the exact URL and auth you plan to use |
openclaw nowledge-mem status fails after install |
Restart OpenClaw and confirm the plugin was installed successfully |
plugins.allow is empty warning |
Add openclaw-nowledge-mem to plugins.allow if the user wants explicit trust |
| Remote config seems ignored | Check whether ~/.nowledge-mem/openclaw.json is overriding plugin settings |
| Local mode unexpectedly talks to a remote server | Check for stale NMEM_API_URL / NMEM_API_KEY in the environment or an overriding ~/.nowledge-mem/openclaw.json |
| Plugin tools missing | Ensure the plugin is in plugins.allow: ["openclaw-nowledge-mem"]. Do not put nowledge_mem_* tool names in tools.allow — OpenClaw silently strips plugin-only allowlists. No tools.* config is needed; plugin tools load automatically when the plugin is allowed. |
Notes for Agents
- Human docs and AI setup instructions are different things. Keep the human explanation short and concrete.
- Do not dump the whole configuration model on the user up front.
- Do not reduce Nowledge Mem to "OpenClaw memory." The real value is shared context across tools and growth of knowledge over time.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
search-memory
Search your personal knowledge base when past insights would improve response. Recognize when stored breakthroughs, decisions, or solutions are relevant. Search proactively based on context, not just explicit requests.
check-integration
Check Nowledge Mem setup, detect your agent, and guide native plugin installation. Use when the user asks about setup, configuration, or when memory tools aren't working as expected.
distill-memory
Capture breakthrough moments and valuable insights as searchable memories in your knowledge base.
read-working-memory
Read your daily Working Memory briefing to understand current context. Contains active focus areas, priorities, unresolved flags, and recent knowledge changes. Load this automatically at the beginning of sessions for cross-tool continuity.
status
Check Nowledge Mem connection status, server version, CLI version, and configuration. Use when diagnosing issues or verifying setup.
save-handoff
Save a concise handoff summary only when the user explicitly requests it. Use this for resumable progress notes in generic agent environments where a real session importer is not guaranteed.
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