MemPalace记忆系统助手

MemPalace记忆系统助手 - 基于老四的AI记忆系统。提供结构化记忆存储、快速检索、记忆组织等功能。适用于需要持久化知识、跨会话记忆、语义搜索等场景。

Security Scan

The skill's description matches a memory assistant, but the runtime instructions assume a Windows 'py' launcher and a Python module (mempalace) while declaring no required binaries or install steps and referencing a local file — these inconsistencies merit caution before installing.

Purpose & Capability

Name and description (structured memory, search, persistence) align with the instructions' commands (search/add/list/export). However the SKILL.md's runtime examples invoke 'py -3.13 -m mempalace' which implies a Python module and the Windows 'py' launcher; the skill metadata lists no required binaries or install steps, so there is a mismatch between required runtime components and declared requirements.

Instruction Scope

Instructions are focused on memory operations and do not explicitly instruct reading unrelated system files or environment variables. One provenance line cites a local path (D:\coze-local\simple-agent\skills_learned\mempalace.md) — this suggests the skill was derived from a local file and may depend on local artifacts, but the SKILL.md does not instruct the agent to read that path. The instructions leave unspecified where the mempalace module stores data or whether it sends data externally.

Install Mechanism

There is no install spec (instruction-only), which is low-risk in general, but inconsistent with the examples that require a Python module 'mempalace' and a specific Python launcher. The skill provides no guidance on how to obtain/install that module, so an operator would need to install external code out-of-band.

Credentials

The skill declares no required environment variables, credentials, or config paths. Nothing in SKILL.md asks for secrets or unrelated credentials.

Persistence & Privilege

always is false and there are no install hooks or claims of modifying other skills or system-wide settings. Autonomous invocation is allowed (default) but not combined with other high-risk factors.

What to consider before installing

Before installing or enabling this skill: 1) Ask the author which Python package provides the 'mempalace' module and verify its source and trustworthiness; 2) Confirm which runtime (Windows 'py' or other Python) is required — the SKILL.md examples assume 'py -3.13'; 3) Ask where the memory data is stored (local path, database, cloud) and whether data is ever sent to external services; 4) If you must run it, install and test the mempalace module in a sandbox or isolated environment first; 5) If you need the skill to be self-contained, request an install spec or packaged release from the author. These steps will reduce surprises caused by the metadata/instruction mismatches.

⚠️ 发布规则

所有发布到ClawHub的技能必须严格测试，确定没有问题再发布

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技能测试验证清单

发布前必须验证：

• 功能完整性：所有描述的功能都能正常工作
• 语法正确性：Markdown格式正确，无错误
• 激活词有效性：激活词能正确触发
• 场景覆盖：主要使用场景已测试
• 无副作用：不会破坏已有功能

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MemPalace Assistant - 记忆系统助手

基于老四(laosi)的AI记忆系统 激活词: 搜索记忆 / 记住 / 记忆搜索

概述

MemPalace是一个结构化记忆系统，用于AI Agent的持久化知识存储和快速检索。

核心功能

功能	命令	说明
搜索记忆	mempalace search <关键词>	语义搜索记忆
写入记忆	存储对话知识	跨会话知识传承
读取记忆	查看记忆内容	按时间/标签检索
组织记忆	分类标签	知识图谱构建

使用方法

搜索记忆

py -3.13 -m mempalace search "关键词"

写入记忆

py -3.13 -m mempalace add "记忆内容"

查看所有记忆

py -3.13 -m mempalace list

导出记忆

py -3.13 -m mempalace export

记忆结构

{
  "content": "记忆内容",
  "timestamp": "2026-04-28T00:00:00.000Z",
  "tokens": "分词后的关键词"
}

应用场景

1. 跨会话学习 - 将一次学到的知识存储，供下次使用
2. 知识积累 - 持续构建个人知识库
3. 快速检索 - 用自然语言搜索记忆
4. 记忆巩固 - 强化重要信息的记忆

来源

• 老四MemPalace系统: D:\coze-local\simple-agent\skills_learned\mempalace.md