🧪 Skills

Memory Transfer Enhanced

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

v2.1.0
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Description


name: memory-transfer description: Transfer memory files between OpenClaw agents with support for topic-specific transfers and two modes: memory sharing (with role transformation) and memory cloning (verbatim copy). Use when: (1) Migrating memory from main agent to sub-agent, (2) Sharing specific topic memories between agents, (3) Copying user preferences to new agents, (4) Backing up agent memory before resets. metadata: { "openclaw": { "emoji": "📦" } }

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

ls /home/node/.openclaw/

Transfer all memory from source to target

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

Transfer with mode selection (interactive)

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

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

Force memory sharing (with transformation)

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

Force memory cloning (verbatim)

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

Preview transfer (dry run)

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

List agent memories

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

Search memories by topic

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)

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

Transfer specific date memory as clone

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

Transfer topic-filtered memory with preview

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

Interactive mode (recommended for first-time use)

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

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Compatible Platforms

Pricing

Free

Related Configs