Memory Transfer Enhanced

Transfer memories between OpenClaw agents with optional topic filtering, supporting sharing mode with role transformation or cloning mode for verbatim copies.

Memory Transfer Skill

Transfer memory files and context between OpenClaw agents with advanced filtering and transformation options.

Core Features

1. Topic-Specific Transfer - Transfer only memories related to a specific topic/keyword
2. Memory Sharing - Share memories with role/perspective transformation (I → you, my → your)
3. Memory Cloning - Clone memories verbatim without any transformation

Mode Differences

Memory Sharing (share mode)

Best for knowledge/context transfer between agents

This mode:

1. Filters out user information - Removes personal data about the user:

   • User names: "我叫小明", "我的名字是..."
   • User preferences: "我喜欢...", "我讨厌..."
   • User personal info: email, phone, address, birthday
   • About user: "关于我..."

2. Transforms to target agent's identity - Converts references to match the target agent:

   • "I am Agent Main" → "I am Agent Skill Master" (adopts target identity)
   • "Agent Main's workspace" → "Agent Skill Master's workspace"
   • "I work as a helper" → "I work as Agent Skill Master"
   • First-person pronouns (I, my, me) remain as first-person

Use when: Sharing project knowledge, workflows, or task context. The target agent adopts the knowledge as their own experience.

Memory Cloning (clone mode)

Copies memory exactly as-is without filtering or transformation:

• All content preserved verbatim
• User information remains
• Original context maintained

Use when: Full backup/migration or preserving original author's voice.

Commands

List available agents

bash

ls /home/node/.openclaw/

Transfer all memory from source to target

bash

node memory-transfer.js transfer <source-agent-id> <target-agent-id>

Transfer with mode selection (interactive)

bash

node memory-transfer.js transfer <source> <target> --mode interactive

This will prompt for:

1. Topic filter (optional - press Enter to transfer all)
2. Mode selection: share or clone
3. Confirmation before proceeding

Transfer specific topic memory

bash

node memory-transfer.js transfer <source> <target> --topic "claude"

Force memory sharing (with transformation)

bash

node memory-transfer.js transfer <source> <target> --mode share

Force memory cloning (verbatim)

bash

node memory-transfer.js transfer <source> <target> --mode clone

Preview transfer (dry run)

bash

node memory-transfer.js transfer <source> <target> --dry-run

List agent memories

bash

node memory-transfer.js list <agent-id>

Search memories by topic

bash

node memory-transfer.js search <agent-id> <topic>

Interactive Workflow

When running without explicit flags, the skill will:

1. Prompt for source agent - Select which agent's memory to transfer
2. Prompt for target agent - Select destination agent
3. Prompt for topic (optional) - Enter keyword to filter, or press Enter for all
4. Prompt for mode - Choose:
   • share - Filter user info + transform pronouns (recommended for knowledge sharing)
   • clone - Keep original verbatim (for backup)
5. Show preview - Display what will be transferred
6. Confirm - Require explicit confirmation before executing
7. Execute or cancel - Proceed or abort based on user decision

Examples

Transfer all memories as sharing (with transformation)

bash

node memory-transfer.js transfer main coder --mode share

Transfer specific date memory as clone

bash

node memory-transfer.js transfer main coder 2026-03-01.md --mode clone

Transfer topic-filtered memory with preview

bash

node memory-transfer.js transfer main coder --topic "preferences" --dry-run

Interactive mode (recommended for first-time use)

bash

node memory-transfer.js transfer main coder --mode interactive

Target Agent Adaptation Rules

When using share mode, the memory is transformed to match the target agent's identity:

Agent Identity

Source	Target
I	Agent Main (source agent name)
me	Agent Main
my	Agent Main's
I bought	Agent Main bought
I think	Agent Main thinks

Role Statements

Source Pattern	Target
I work as helper	Agent Skill Master works as helper
I serve as	Agent Skill Master serves as

Result example: "I bought a phone" → "Agent Main bought a phone"

This way the target agent knows this is the source agent's experience, not their own.

Source	Target
I think	you think
I believe	you believe
I know	you know
I understand	you understand
I remember	you remember
I prefer	you prefer
I like	you like
I want	you want
I need	you need

Important: The transformation converts both pronouns AND role descriptions so the target agent doesn't inherit confused identity. For example:

• "I am Agent Skill Master" → "you are Agent Skill Master"
• "My role is to create skills" → "your role is to create skills"
• "I was created to help you" → "you were created to help me"

Agent Workspaces

OpenClaw agent workspaces are typically at:

• /home/node/.openclaw/workspace-<agent-id>/
• Main agent: /home/node/.openclaw/workspace-main/

Memory files:

• MEMORY.md - Long-term memory
• memory/YYYY-MM-DD.md - Daily memories
• memory/*.md - Topic-specific memories

Safety Features

1. Dry-run by default - Preview before executing
2. Explicit confirmation - Never auto-execute without approval
3. Backup option - Can create backup before overwriting
4. Mode clarification - Always ask to confirm share vs clone mode