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Install in OpenClaw
/install memory-health-score
Description
Provides a comprehensive score (0-100) evaluating the Agent's memory system health across completeness, freshness, structure, density, and consistency.
Usage Guidance
This skill appears coherent and limited to reading/writing files in the agent workspace and producing a JSON health report — it does not make network calls or ask for credentials. Before installing or enabling autonomous runs: 1) review check-health.mjs to confirm its filesystem targets are acceptable (it will read MEMORY.md, memory/*.md, .issues, HEARTBEAT.md and write memory/health-score.json); 2) be aware SKILL.md mentions automatic repair and dashboard UI, but those are not implemented in the provided script — do not assume the skill will auto-modify your memory files; 3) if you plan to run it on a sensitive workspace, run it first in an isolated session or inspect the repo for any additional repair scripts it references; 4) consider whether you want the agent to invoke this autonomously (normal default) or only run it manually via the cron command.
Capability Analysis
Type: OpenClaw Skill
Name: memory-health-score
Version: 1.0.0
The skill is classified as suspicious due to potential prompt injection vectors in the markdown files. Specifically, SKILL.md contains instructions for the AI agent to 'automatically trigger' memory compression, index rebuilding, and task cleaning if the health score is low. While these actions are related to the skill's stated purpose of memory health, they instruct the agent to perform further actions without explicit user confirmation, which is a risky capability. Additionally, agent-amnesia-guide.md, a documentation file, includes shell commands (e.g., `git`, `cat | grep`, `node` calls to other local scripts) as 'Acute Treatment' suggestions. An AI agent could potentially interpret and execute these commands if prompted to 'fix' its memory, posing a risk of unintended execution, even though the commands themselves are related to memory management and not overtly malicious.
Capability Assessment
Purpose & Capability
The name/description describe a memory health scorer and the included check-health.mjs performs exactly that: reads workspace files (MEMORY.md, memory/*.md, memory/INDEX.md, .issues, HEARTBEAT.md), computes scores, prints JSON, and writes memory/health-score.json. Required envs/binaries are none (code optionally uses OPENCLAW_WORKSPACE), which is proportionate to the stated purpose. Minor note: SKILL.md and agent-amnesia-guide reference auto-repair actions and dashboard UI, but the shipped script only computes and writes a score — it does not perform the automatic fixes or UI integration.
Instruction Scope
Runtime instructions are narrowly scoped to inspecting and scoring files inside the agent workspace and scheduling runs with openclaw cron. They do not attempt to read unrelated system files or network endpoints. However SKILL.md describes automatic repair flows (compression, index rebuild, task cleanup) and one-click dashboard fixes; those are advisory and not implemented by check-health.mjs. The agent-amnesia-guide references other scripts (e.g., rebuild-index.mjs, dedup.mjs) which are not present in this package — callers should not assume auto-fix behavior exists.
Install Mechanism
No install spec — instruction-only with a single utility script. No downloads, package installs, or external installers are present, so nothing additional would be fetched or executed beyond the included Node script.
Credentials
The skill requests no credentials or configuration paths. The script optionally uses OPENCLAW_WORKSPACE (defaulting to cwd) to locate files and writes memory/health-score.json inside that workspace — this is reasonable for a health-checking tool. There are no requests for unrelated secrets or cloud credentials.
Persistence & Privilege
always: false and no special privileges requested. The skill will run only when invoked (user-invocable or agent-initiated under normal autonomous-invocation rules). It writes a report file to the workspace (expected behavior) but does not modify other skills or global agent configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memory-health-score - After installation, invoke the skill by name or use
/memory-health-score - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
初始版本:记忆健康度评分系统,5大维度评估
Metadata
Frequently Asked Questions
What is Memory Health Score?
Provides a comprehensive score (0-100) evaluating the Agent's memory system health across completeness, freshness, structure, density, and consistency. It is an AI Agent Skill for Claude Code / OpenClaw, with 426 downloads so far.
How do I install Memory Health Score?
Run "/install memory-health-score" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Health Score free?
Yes, Memory Health Score is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Memory Health Score support?
Memory Health Score is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Health Score?
It is built and maintained by ceelo (@weidadong2359); the current version is v1.0.0.
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