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Install in OpenClaw
/install openclaw-memory-system-v2
Description
OpenClaw 记忆管理系统，三层架构（NOW.md + 每日日志 + 知识库），支持 heartbeat 写入、夜间反思、CRUD 验证、主动遗忘。Based on Ray Wang's 30-day production experience.
Usage Guidance
This skill is coherent with a file-backed memory system, but it will read conversation/session data and automatically modify files under ~/.openclaw/workspace. Before installing or enabling autonomous invocation:
- Understand what "session messages" means in your environment — does it include private chats, API messages, or system logs? If unsure, do not allow autonomous runs.
- Expect the skill to create and edit files in ~/.openclaw/workspace (NOW.md, daily logs, INDEX.md, category files). Back up important data and review created files manually.
- The SKILL.md references helper commands (memlog.sh, Write NOW.md) but provides no code; verify any scripts or tools it expects before use.
- If you need stricter control, disable autonomous invocation for this skill or run it in a sandboxed account/VM and inspect its outputs.
- Consider adding access controls (restrict which conversation streams it can read), or require explicit user confirmation before any DELETE/ARCHIVE/UPDATE operations.
If you want, I can list exact prompts or policies to add so the skill asks for explicit confirmation before modifying files, or draft a minimal-safe wrapper script that performs writes only after human approval.
Capability Assessment
Purpose & Capability
Name/description and SKILL.md consistently describe a three-layer local file-based memory system. File I/O, indexing, and nightly consolidation are coherent with the claimed purpose.
Instruction Scope
Instructions explicitly direct the agent to scan "active session messages", extract information, and perform automated CRUD updates to files in ~/.openclaw/workspace (NOW.md, daily logs, INDEX.md, and category files). "Session messages" is not defined (could be chat transcripts, system logs, or other sensitive content). The skill also references helper tools/commands (memlog.sh, Write NOW.md, printf >> file) but provides no implementation or explicit permission model. These behaviors expand scope to reading and persistently modifying potentially sensitive conversation data.
Install Mechanism
Instruction-only skill with no install spec or external downloads. No code is written to disk by the registry; risk from install mechanism is low.
Credentials
The skill requests no environment variables, credentials, or config paths in metadata. However, it expects access to the user's home directory (~/.openclaw/workspace) and to application 'sessions' implicitly; the metadata does not declare or describe these required access scopes.
Persistence & Privilege
The skill instructs repeated autonomous behaviors (heartbeat every 30–60 min, nightly CRUD updates, weekly GC) and persistent writes/archives under ~/.openclaw. While 'always' is false, the default model-invocation (autonomous runs allowed) plus persistent file writes increases blast radius if the agent is permitted to run unattended. The SKILL.md lacks clear safeguards, consent/confirmation steps, or a defined sandbox.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-memory-system-v2 - After installation, invoke the skill by name or use
/openclaw-memory-system-v2 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
No file changes detected in this version.
- No updates or modifications were made to the skill content or files.
- Functionality and documentation remain the same as the previous version.
v1.0.0
Initial release of OpenClaw Memory System v1.0.0
- Introduces a three-layer memory architecture: NOW.md (short-term), daily logs (mid-term), and structured knowledge base (long-term).
- Supports heartbeat-based logging, nightly reflection, CRUD verification, and active forgetting.
- File-based design emphasizes "files as source of truth" and discourages direct file edits.
- Temperature model included for aging and archiving knowledge.
- Provides standardized frontmatter, directory structure, and retrieval strategies.
- Inspired by real-world practice and memory management theories.
Metadata
Frequently Asked Questions
What is OpenClaw记忆管理系统v2?
OpenClaw 记忆管理系统，三层架构（NOW.md + 每日日志 + 知识库），支持 heartbeat 写入、夜间反思、CRUD 验证、主动遗忘。Based on Ray Wang's 30-day production experience. It is an AI Agent Skill for Claude Code / OpenClaw, with 156 downloads so far.
How do I install OpenClaw记忆管理系统v2?
Run "/install openclaw-memory-system-v2" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is OpenClaw记忆管理系统v2 free?
Yes, OpenClaw记忆管理系统v2 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does OpenClaw记忆管理系统v2 support?
OpenClaw记忆管理系统v2 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created OpenClaw记忆管理系统v2?
It is built and maintained by muisenice (@muisenice); the current version is v1.1.0.
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