Memory Transfer

What This Skill Does

The Memory Transfer skill, developed by codeblackhole1024, provides a robust framework for migrating, backing up, and sharing context across OpenClaw agents. It facilitates the seamless movement of workspace files, specifically targeting the .openclaw directory structure. The skill includes advanced features such as topic-specific filtering, automated user information privacy protection, and intelligent agent identity adaptation. Whether you are performing a simple verbatim clone of an agent's history or a refined 'share' operation that filters sensitive data while adapting the context to a new agent's personality, this tool is the primary mechanism for state management within the OpenClaw ecosystem. By leveraging this skill, you ensure that your agents maintain continuity and inherited wisdom as you scale your agent fleet.

Installation

To integrate the Memory Transfer skill into your OpenClaw environment, ensure you have the clawhub utility installed and your workspace configured. Run the following command in your terminal:

clawhub install openclaw/skills/skills/codeblackhole1024/memory-transfer

Once installed, you can verify the existence of agent directories in /home/node/.openclaw/ and begin executing transfer commands immediately. Ensure the target agent workspace exists before initiating large migrations.

Use Cases

1. Fleet Scaling: Transition from a general-purpose 'main' agent to specialized sub-agents (e.g., coder, researcher, writer) without losing historical context.
2. Privacy-Focused Sharing: Share knowledge bases with third-party agents while automatically scrubbing sensitive PII (Personally Identifiable Information) from daily memory logs.
3. Redundancy: Create routine backups of agent workspaces to prevent data loss during testing or agent reset procedures.
4. Memory Optimization: Prune and transfer only essential project-specific memory files (e.g., project-docs.md) to keep newer agents lean and efficient.

Example Prompts

• "OpenClaw, please run a dry-run transfer of my main agent's memory to the 'project-alpha' agent to ensure the files are compatible."
• "Transfer the specific memory file '2026-03-01.md' from my main agent to the 'researcher' agent to provide context on yesterday's findings."
• "Perform a secure memory migration from my main agent to the 'coder' agent, ensuring all personal user info is filtered out during the process."

Tips & Limitations

• Dry Run First: Always use the --dry-run flag when dealing with critical memory files to preview the file operations without altering the filesystem.
• File Structure: Remember that OpenClaw expects memory files in specific directories; attempting to inject files into the wrong agent workspace may lead to indexing errors.
• Privacy: While the skill offers privacy protection, always review the generated memory files periodically to confirm that sensitive data was handled as expected.
• Size Constraints: Extremely large memory archives may slow down the transfer process; for massive datasets, consider transferring specific daily logs rather than the entire workspace.