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Install in OpenClaw
/install memory-workflow
Description
记忆管理工作流 - 会话读档、每日摘要、实时写入，解决 AI 助手"失忆"问题
Usage Guidance
This skill is coherent with its purpose (local memory files + cron automation) but review a few things before installing:
- Inspect scripts/install.sh and confirm you want files created under /root/.openclaw/workspace. If you don't run as root, adjust WORKSPACE to a path inside your home directory to avoid permission errors.
- The installer edits the crontab and adds a job that runs every minute. Consider changing the schedule to a less frequent interval if you don't need 1-minute resolution.
- weekly-review.sh will delete memory/*.md older than KEEP_DAYS — back up any important notes and set KEEP_DAYS carefully.
- No network calls or secret exfiltration were found, but you should still run the install script in a safe environment (or review/modify it) before executing, especially because it writes under /root and modifies crontab.
If you want a lower-privilege install, change WORKSPACE in the scripts to a user-owned directory and then run the installer as that user. If unsure, don't run the installer until you've validated those changes.
Capability Analysis
Type: OpenClaw Skill
Name: memory-workflow
Version: 1.0.1
The memory-workflow skill bundle is a legitimate tool designed to help an AI agent maintain long-term memory through local markdown files. It uses standard shell scripts (install.sh, daily-summary.sh, weekly-review.sh) and cron jobs to automate the creation of daily summaries and the cleanup of old logs. The logic is transparent, operates strictly within the local workspace directory (/root/.openclaw/workspace), and contains no evidence of data exfiltration, obfuscation, or unauthorized remote execution.
Capability Assessment
Purpose & Capability
Name/description (memory management, daily summaries, realtime writes) align with included scripts and declared binaries (bash, cron). The skill only uses local files and cron to implement the workflow, which is proportionate to the stated purpose.
Instruction Scope
Runtime instructions and scripts read and write local files (MEMORY.md, memory/*.md, config, marker/timestamp files), create templates, and delete old notes. Those actions are within scope for a memory workflow but are potentially impactful: weekly-review deletes files older than KEEP_DAYS, and cron-driven auto-creation will run without interactive confirmation. Also, troubleshooting suggests sourcing the install script which would re-run setup logic. Review the deletion/auto-write semantics to ensure you won't lose data unintentionally.
Install Mechanism
No external downloads or package installs. The package is instruction-plus-scripts only; install.sh only creates local files, templates and a cron job. This is a low-risk install mechanism in terms of remote code fetch.
Credentials
The scripts hardcode WORKSPACE="/root/.openclaw/workspace" and operate under /root. That assumes root-level access or will fail under an unprivileged user. The skill does not request secrets or external credentials, which is appropriate, but requiring write access to /root and the ability to edit crontab is elevated and should be deliberate.
Persistence & Privilege
The installer modifies the user's crontab to run a job every minute (persistent system-level change). While required for the timeout mechanism, frequent cron execution and automated file writes/deletions increase blast radius if misconfigured. The skill does not set always:true, but it does persist via cron and writes to long-lived files.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install memory-workflow - After installation, invoke the skill by name or use
/memory-workflow - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Internal metadata file (_meta.json) updated; no functional or user-facing changes.
- Documentation, features, and workflow remain unchanged from version 1.0.0.
v1.0.0
memory-workflow 1.0.0
- Initial release providing an end-to-end memory management workflow: session archiving, daily summaries, and real-time writebacks.
- Automates reading memory at new session start, creates daily summary notes with timeout, and prompts instant updates for key info.
- Includes weekly memory review and cleanup to keep information up-to-date and relevant.
- Designed to address AI assistant "memory loss" with scripts, templates, and automatic cron tasks.
- Configurable via .memory-workflow-config and supports easy troubleshooting and community contributions.
Metadata
Frequently Asked Questions
What is Memory Workflow?
记忆管理工作流 - 会话读档、每日摘要、实时写入，解决 AI 助手"失忆"问题. It is an AI Agent Skill for Claude Code / OpenClaw, with 219 downloads so far.
How do I install Memory Workflow?
Run "/install memory-workflow" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Workflow free?
Yes, Memory Workflow is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memory Workflow support?
Memory Workflow is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Workflow?
It is built and maintained by rocky2046 (@rocky2046); the current version is v1.0.1.
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