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Install in OpenClaw
/install mind-layer
Description
基于科学记忆法构建六层分层记忆，实现情感优先和多维联想的 AI 记忆系统优化技能。
Usage Guidance
This skill appears to be a legitimate 'memory' helper, but the packaging is sloppy: SKILL.md expects the agent to read and write files under ~/.openclaw/workspace (SOUL.md, AGENTS.md, USER.md, MEMORY.md, memory/...), yet the skill metadata declares no required config paths or permissions and the manifest omits a referenced setup script. Before installing: (1) review the actual files you will place into ~/.openclaw/workspace to confirm there is no hidden code or unexpected scripts; (2) decide whether you trust the skill to read AGENTS.md and other workspace files — these can contain sensitive configuration; (3) if you want tighter control, do not run the npx install automatically: copy files manually into a sandbox workspace first to inspect them; (4) consider disabling autonomous invocation for this skill or restricting its file-access scope if your platform allows it; (5) ask the author/source for a home page or repository and for a clear list of required config paths/permissions (the manifest should be updated to match runtime behavior).
Capability Analysis
Type: OpenClaw Skill
Name: mind-layer
Version: 1.1.0
Mind Layer is a structured prompt-engineering and memory management framework designed to help OpenClaw agents maintain long-term context using a multi-layered Markdown file system (e.g., MEMORY.md, USER.md). The skill focuses on behavioral guidelines, such as "Emotion First" and "Understanding First," and provides templates for daily reflections and user profiling. While it includes "Constitution-level" instructions like "Survival Priority," these function as roleplay-oriented persona constraints rather than malicious commands. No evidence of data exfiltration, unauthorized code execution, or harmful intent was found in the code or instructions.
Capability Assessment
Purpose & Capability
The skill claims to implement a multilayer AI memory system, which legitimately requires reading and writing memory/identity/user files. However, the skill metadata declares no required config paths or credentials while SKILL.md explicitly instructs the agent to read/write files under ~/.openclaw/workspace (SOUL.md, AGENTS.md, USER.md, MEMORY.md, memory/YYYY-MM-DD.md). That is an internal inconsistency: a memory skill should declare that it needs access to workspace config/paths.
Instruction Scope
SKILL.md gives clear runtime instructions to read core workspace files at session start, create and update memory files, run daily reflections, and archive older entries. There are no instructions to call external network endpoints or exfiltrate data. But it does instruct reading AGENTS.md and other workspace-level files which can contain sensitive workspace configuration; the instructions give the agent broad discretion to decide what to store (P0–P3), which could lead to unexpected persistent storage of user data if not constrained.
Install Mechanism
No install spec or code is included (instruction-only), so nothing is automatically downloaded or executed by the platform. SKILL.md suggests an npx-based installation command (npx clawhub@latest install mind-layer) and copying files into ~/.openclaw/workspace; those are user-driven actions and not part of an install spec. This lowers runtime risk, but follow-up network activity is possible if the user runs the npx command.
Credentials
Declared requirements list no env vars or config paths, yet the runtime instructions expect full access to workspace files and to write persistent memory files. The skill also mentions HEARTBEAT.md triggers and a scripts/setup.sh in the file tree (the manifest does not include that script), which indicates mismatch between declared/packaged items and operational expectations. The absence of declared config paths makes it unclear what permissions the agent should grant; reading/writing user workspace files is reasonable for a memory skill, but this should be explicit.
Persistence & Privilege
The skill will create and update persistent files (MEMORY.md, memory/YYYY-MM-DD.md, archive) in the user's workspace — that is expected for a memory skill. always:false (normal) and disable-model-invocation:false (agent may invoke autonomously) are typical. Combining autonomous invocation with persistent read/write of workspace files increases blast radius if the skill behaves unexpectedly; no explicit 'always' privilege is requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install mind-layer - After installation, invoke the skill by name or use
/mind-layer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Mind Layer v1.1.0 introduces important structural and operational optimizations:
- 新增宪法级原则：记忆慎重、自我成长、生存优先
- 优化第4层长期记忆（MEMORY.md）：加入内容索引和按场景分类的技术栈
- 细化归档策略，新增月度归档与内容安全迁移规则
- 技术栈支持效率办公、创作娱乐、自我提升、开发运维等4大应用场景
- 会话流程与长周期记忆管理更加规范
v1.0.0
Mind Layer v1.0.0
- 首发版本，基于科学记忆法和记忆分类理论设计
- 实现六层 AI 记忆架构，涵盖核心价值观至冷存档
- 明确四大核心原则和记忆优先级机制
- 提供详细文件结构与安装使用指南
- 支持每日反思与知识图谱的进阶应用
Metadata
Frequently Asked Questions
What is 我的脑子?
基于科学记忆法构建六层分层记忆，实现情感优先和多维联想的 AI 记忆系统优化技能。 It is an AI Agent Skill for Claude Code / OpenClaw, with 357 downloads so far.
How do I install 我的脑子?
Run "/install mind-layer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 我的脑子 free?
Yes, 我的脑子 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 我的脑子 support?
我的脑子 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 我的脑子?
It is built and maintained by z44264677 (@z44264677); the current version is v1.1.0.
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