← Back to Skills Marketplace
1023
Downloads
0
Stars
7
Active Installs
1
Versions
Install in OpenClaw
/install memos-search
Description
Search and retrieve memory content using MemOS API based on user queries, supporting up to top 3 relevant results.
Usage Guidance
This skill appears to do what it says (call a MemOS REST API to add/read/search/delete memories) and has low install risk because it is instruction-only. Before installing: (1) Confirm where MEMOS_API_URL will point — prefer a local, trusted server (e.g., http://localhost:8000) rather than an unknown remote host, because all memory read/write operations will go to that endpoint. (2) Ask the publisher to declare MEMOS_API_URL as a required environment variable in the registry metadata (the SKILL.md references it but the registry lists no required env vars). (3) Be aware the skill can delete memories and replace the agent's default memory behavior — consider limiting its use or permissions until you trust the endpoint. (4) If you must use a remote MemOS server, verify its operator and transport security (HTTPS, access controls) to avoid unintended data exposure.
Capability Analysis
Type: OpenClaw Skill
Name: memos-search
Version: 1.0.0
The skill is designed to interact with a local 'MemOS' external memory service, as indicated by the `MEMOS_API_URL` pointing to `http://localhost:8000` in `env.json`. The `SKILL.md` provides clear instructions and Python `requests` examples for standard CRUD operations (add, read, search, delete) on this memory service. There is no evidence of data exfiltration, malicious command execution, persistence mechanisms, or prompt injection attempts against the agent. The instructions are straightforward and align with the stated purpose of managing external memory.
Capability Assessment
Purpose & Capability
The name/description (search/retrieve memory via MemOS) aligns with the SKILL.md endpoints (add/read/search/list/delete). However the skill uses an environment variable MEMOS_API_URL for the API base without declaring it in the registry metadata; env.json provides a default (http://localhost:8000), which is inconsistent with the declared 'Required env vars: none'.
Instruction Scope
SKILL.md contains concrete REST calls and example code limited to MemOS endpoints (add/read/search/list/delete/agents/health). It does not instruct the agent to read unrelated local files or arbitrary environment variables, but it does reference MEMOS_API_URL (not declared) and includes a hard-coded example to run a local server at a Windows path (python D:\AI\MemOS\api_server.py). No instructions direct data to unexpected external endpoints beyond MEMOS_API_URL.
Install Mechanism
This is instruction-only with no install spec and no binaries to download or run. That minimizes disk/write risk.
Credentials
The skill does not request credentials or secrets; that is proportionate. But it implicitly depends on MEMOS_API_URL (present in env.json) while the registry lists no required env vars. If MEMOS_API_URL is pointed to a remote server, the skill would transmit memory data to that host — the registry should explicitly declare MEMOS_API_URL as a required environment variable so users can review/set it.
Persistence & Privilege
The skill does not request always:true or other elevated platform privileges. It only provides runtime instructions for calling an external API and does not modify other skills or global agent settings itself.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memos-search - After installation, invoke the skill by name or use
/memos-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of memos-search skill, integrating MemOS API for external memory operations.
- Supports saving, reading, listing, searching, and deleting memory files via REST API.
- Enables persistent memory storage and retrieval, replacing OpenClaw's default memory with MemOS.
- Provides clear usage examples for all available API endpoints.
- Compatible with Python requests library for all operations.
Metadata
Frequently Asked Questions
What is Memos Search?
Search and retrieve memory content using MemOS API based on user queries, supporting up to top 3 relevant results. It is an AI Agent Skill for Claude Code / OpenClaw, with 1023 downloads so far.
How do I install Memos Search?
Run "/install memos-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memos Search free?
Yes, Memos Search is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Memos Search support?
Memos Search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memos Search?
It is built and maintained by hope7709 (@hope7709); the current version is v1.0.0.
More Skills