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Install in OpenClaw
/install smart-memory-query
Description
Enforce proactive, query-optimized memory_search usage. Must run memory_search when (1) prior context is referenced, (2) a new task starts, or (3) a proper n...
Usage Guidance
This skill is coherent and lightweight: it only instructs the agent how and when to call memory_search and requests no credentials or installs. The main thing to consider before installing is the always: true setting — the skill will be loaded for every agent session and may cause the agent to run additional memory_search queries automatically (which can increase compute, latency, and the surface area for any data pulled from your memory store). If you are concerned about cost, noise, or privacy, either disable or request a version without always: true, or limit when the skill may be activated. Also review how your memory_search implementation handles sensitive data so automated searches do not inadvertently surface secrets.
Capability Analysis
Type: OpenClaw Skill
Name: smart-memory-query
Version: 1.0.0
The skill bundle is benign. It provides instructions in SKILL.md for an AI agent on how to proactively and effectively use its internal `memory_search` function. The instructions focus on query optimization (e.g., splitting intent, using 2-4 tokens per query) and defining triggers for when to perform a memory search. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts to subvert the agent's core purpose or security.
Capability Assessment
Purpose & Capability
Name and description match the SKILL.md: the skill exists solely to enforce when and how to call memory_search. It does not request unrelated binaries, environment variables, or config paths.
Instruction Scope
Runtime instructions are narrowly focused on building and issuing small, targeted memory_search calls based on clear triggers (prior context, new tasks, proper nouns). The instructions do not ask the agent to read unrelated files, access other system state, or transmit results to arbitrary external endpoints.
Install Mechanism
Instruction-only skill with no install spec or code files; nothing is written to disk or fetched at install time.
Credentials
The skill requires no environment variables, credentials, or config paths, which matches its stated purpose of shaping memory_search behavior.
Persistence & Privilege
The skill sets always: true which forces it to be included in every agent run. That is explainable given the skill's aim to enforce proactive searches, but it does increase the skill's runtime presence and the number of memory_search calls the agent may make. Consider whether you want this behavior globally enabled.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install smart-memory-query - After installation, invoke the skill by name or use
/smart-memory-query - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial public release
Metadata
Frequently Asked Questions
What is Smart Memory Query?
Enforce proactive, query-optimized memory_search usage. Must run memory_search when (1) prior context is referenced, (2) a new task starts, or (3) a proper n... It is an AI Agent Skill for Claude Code / OpenClaw, with 400 downloads so far.
How do I install Smart Memory Query?
Run "/install smart-memory-query" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Smart Memory Query free?
Yes, Smart Memory Query is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Smart Memory Query support?
Smart Memory Query is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Smart Memory Query?
It is built and maintained by 조민준 (@jo-minjun); the current version is v1.0.0.
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