Agent Native

migrating-memory

This skill transfers memory files from one agent to another using the Memory Filesystem.

by LettaOfficial publisherNot reviewed

Identity proven by GitHub's verified organisation badge (letta-ai)

Agents
Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode, claude.ai and API
License
Apache-2.0 (permissive)
Pin
c1033d9pinned Oct 9, 2026
Context cost
about 760 tokenswhen the skill loads
GitHub stars
3,549on letta-ai/letta-code
Scripts
None found

What it does

“Migrate memory blocks from an existing agent to the current agent. Use when the user wants to copy or share memory from another agent, or during /init when setting up a new agent that should inherit memory from an existing one.”
The author's description, from SKILL.md

Generated summary from the skill's own text

This skill transfers memory files from one agent to another using the Memory Filesystem. It exports memory from a source agent, copies selected files to the destination agent's memory directory, and commits the changes to version control.

When to use it

  • Setting up a new agent that should inherit memory from an existing agent
  • Sharing specific memory blocks across multiple agents
  • Replacing an old agent while preserving its accumulated memory
  • User has useful memory in another agent they want to reuse

When not to

  • Memory Filesystem is not enabled in the system prompt
  • You need to migrate memory between legacy systems without memfs support

Install

These commands install from the publisher's repository and need no account.

skills CLI

npx skills add letta-ai/letta-code --skill migrating-memory

Installs from the repository's default branch, which may have changed since the commit we checked.

GitHub CLI 2.90 or later

gh skill install letta-ai/letta-code migrating-memory@c1033d9f7e8863a869cd2031805cfd2c66c165b9

Installs the commit we checked (c1033d9).

Copy by hand

Download the folder at c1033d9 and put it in .claude/skills/migrating-memory for Claude Code and in .agents/skills/migrating-memory for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode.

Skill folder on GitHub at c1033d9

Copy for your agent

A prompt for any coding agent. It installs this skill from GitHub at the pinned commit, copies the files as they are, and runs nothing unless you ask.

Prompt

Install the agent skill "migrating-memory" by Letta.

Source, pinned to commit c1033d9f7e8863a869cd2031805cfd2c66c165b9:
https://github.com/letta-ai/letta-code/tree/c1033d9f7e8863a869cd2031805cfd2c66c165b9/src/skills/builtin/migrating-memory

1. Download that folder at exactly this commit. Do not use the default branch.
2. Copy every file unchanged, keeping the folder structure, into .claude/skills/migrating-memory/ for Claude Code and .agents/skills/migrating-memory/ for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode. Create the folders if they do not exist.
3. Do not edit the files, and do not run any script in the folder unless I ask you to.
4. When you are done, list the files you copied and where you put them.

Listing and checks: https://www.agentnative.dev/skills/letta/migrating-memory

SKILL.md at the pin

---
name: migrating-memory
description: Migrate memory blocks from an existing agent to the current agent. Use when the user wants to copy or share memory from another agent, or during /init when setting up a new agent that should inherit memory from an existing one.
---

# Migrating Memory

This skill helps migrate memory blocks from an existing agent to a new agent, similar to macOS Migration Assistant for AI agents.

> **Requires Memory Filesystem (memfs)**
>
> This workflow is memfs-first. If memfs is enabled, do **not** use the legacy block commands — they can conflict with file-based edits.
>
> **To check:** Look for a `memory_filesystem` block in your system prompt. If it shows a tree structure starting with `/memory/` including a `system/` directory, memfs is enabled.
>
> **To enable:** Ask the user to run `/memfs enable`, then reload the CLI.

## When to Use This Skill

- User is setting up a new agent that should inherit memory from an existing one
- User wants to share memory blocks across multiple agents
- User is replacing an old agent with a new one
- User mentions they have an existing agent with useful memory

## Migration Method (memfs-first)

### Export → Copy → Sync

This is the recommended flow:

1. **Export the source agent's memfs to a temp directory**
   ```bash
   letta memory export --agent <source-agent-id> --out /tmp/letta-memory-<source-agent-id>
   ```

2. **Copy the files you want into your own memfs**
   - `system/` = attached blocks (always loaded)
   - root = detached blocks

   Example:
   ```bash
   cp -r /tmp/letta-memory-agent-abc123/system/project ~/.letta/agents/$LETTA_AGENT_ID/memory/system/
   cp /tmp/letta-memory-agent-abc123/notes.md ~/.letta/agents/$LETTA_AGENT_ID/memory/
   ```

3. **Commit and push the memory repo**
   ```bash
   cd ~/.letta/agents/$LETTA_AGENT_ID/memory
   git add system/project notes.md
   git commit -m "Import memory from source agent"
   git push
   ```

This gives you full control over what you bring across and keeps everything consistent with memfs.

## If MemFS Is Disabled

The legacy block-level CLI commands have been removed. Enable MemFS first, then use the export → copy → sync workflow above.

If you run into duplicate filenames while copying memory files, rename the incoming file or merge its contents manually before committing.

## Workflow

### Step 1: Identify Source Agent

Ask the user for the source agent's ID (e.g., `agent-abc123`).

If they don't know the ID, invoke the **finding-agents** skill to search:
```
Skill({ skill: "finding-agents" })
```

Example: "What's the ID of the agent you want to migrate memory from?"

## Example: Migrating Project Memory

Scenario: You're a new agent and want to inherit memory from an existing agent "ProjectX-v1".

1. **Get source agent ID from user:**
   User provides: `agent-abc123`

2. **Export their memfs:**
   ```bash
   letta memory export --agent agent-abc123 --out /tmp/letta-memory-agent-abc123
   ```

3. **Copy the relevant files into your memfs:**
   ```bash
   cp -r /tmp/letta-memory-agent-abc123/system/project ~/.letta/agents/$LETTA_AGENT_ID/memory/system/
   ```

4. **Commit and push:**
   ```bash
   cd ~/.letta/agents/$LETTA_AGENT_ID/memory
   git add system/project
   git commit -m "Import project memory"
   git push
   ```

From letta-ai/letta-code at c1033d9, shown as plain text under its license: Apache-2.0 (permissive). The license text is in LICENSE.

View SKILL.md on GitHub at c1033d9

Files

1 file, 3.3 KB in total. Each file has a sha256 in the pin's manifest; the first 12 characters are shown.

Skill folder on GitHub at c1033d9
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