Memory Backup

Memory Backup Skill — Knowledge Base GitHub Backup & Restore

This skill provides two core functions:

• Backup: Push a knowledge base snapshot to a GitHub private repository
• Restore: Pull and restore the knowledge base from GitHub on a new device

Cross-platform command convention — in every command below, <PY> is the virtual-env Python:

• Windows (PowerShell): & "$HOME\.deep-memory\.venv\Scripts\python"
• Linux / macOS: ~/.deep-memory/.venv/bin/python

The venv lives at a fixed absolute path inside the global workspace (~/.deep-memory/.venv), next to the data — commands work from any project directory; no project-local .venv is assumed. On PowerShell keep the & call operator and $HOME (PowerShell does not expand ~ in arguments to native commands); in Git Bash on Windows the same venv is ~/.deep-memory/.venv/Scripts/python.

All skills/... paths assume the skill pack lives inside your current project (project-local install).

Workspace Storage Path Resolution: By default, deep-memory uses the user's global directory ~/.deep-memory (which resolves to C:\Users\<username>\.deep-memory on Windows) to store all knowledge bases, cold notes, and database files. This unifies memories across all your project workspaces.

• If you want to use a specific directory, set the DEEP_MEMORY_WORKSPACE environment variable (e.g., DEEP_MEMORY_WORKSPACE="." or DEEP_MEMORY_WORKSPACE="D:\my-memories").
• You can also pass --workspace <path> to any script to override the workspace path for that specific command.

⚙️ Prerequisites

1. Python Environment

The .venv and requirements.txt from the chroma-hybrid-search skill must be installed first — this skill shares the same virtual environment.

2. Git

git must be installed and on your PATH — this skill drives git init / add / commit / push directly. Verify with git --version.

3. GitHub CLI (gh)

# Download and install: https://cli.github.com/

# Log in (one-time)
gh auth login

📦 What Gets Backed Up

⚠️ Not backed up: .venv/, chroma_hybrid_db/ — these are machine-generated and can be rebuilt after restore.

🚀 Backup Commands

--repo defaults to deep-memory-knowledge — omit it entirely unless you specifically want a different repo name. This is deliberate: a fixed default means the same repo name every time, on every device, with no risk of a typo or a forgotten name silently creating a second, disconnected backup repo. Pass --repo <name> only to override.

First Backup (Auto-creates GitHub private repo)

<PY> skills/memory-backup/scripts/backup.py

Incremental Backup (Run regularly)

<PY> skills/memory-backup/scripts/backup.py --message "feat: add spring session notes"

Public Backup (Share your knowledge base)

<PY> skills/memory-backup/scripts/backup.py --visibility public

Using a Different Repo Name

<PY> skills/memory-backup/scripts/backup.py --repo my-custom-name

🛡️ Safe push (no force-overwrite): Before pushing, the script fetches the remote and checks whether it contains commits the local backup does not have (e.g. a backup pushed from another device). If the remote is ahead, the push is aborted with a warning rather than force-overwriting — so one machine can never silently clobber another machine's backup. To reconcile, run restore.py first, then back up again.

🔄 Cross-Device Restore

Scenario: Restoring the knowledge base from GitHub on a new machine

Step 1: Install the skill environment

Complete the deep-memory skill package installation on the new device. Refer to skills/chroma-hybrid-search/SKILL.md.

Step 2: Run the restore script

--repo defaults to the same deep-memory-knowledge as backup.py — omit it unless you backed up under a custom name, in which case pass the same --repo <name> here too.

Safe mode (recommended) — only copies files that exist on GitHub but are missing locally; does not overwrite existing files:

<PY> skills/memory-backup/scripts/restore.py

Overwrite mode — completely replaces the local knowledge base with the GitHub backup (use on a fresh device or for intentional sync):

<PY> skills/memory-backup/scripts/restore.py --overwrite

Restore to a specific directory (not the current directory):

<PY> skills/memory-backup/scripts/restore.py --workspace "D:\Projects\my-project"

Step 3: Rebuild the local vector index

After restore, the script will automatically prompt you to run:

<PY> skills/chroma-hybrid-search/scripts/update_db.py

🔀 Restore Mode Comparison

📋 Full Workflow Diagram

【Backup Flow】
export_jsonl.py → Export ChromaDB to JSONL
     ↓
Copy knowledge-base/ + experience/ to backup/
     ↓
gh CLI: confirm / create remote repo
     ↓
git add → commit → push → GitHub ✅

【Restore Flow (New Device)】
gh auth login (one-time)
     ↓
restore.py → git clone / pull backup repo
     ↓
Copy knowledge-base/ + experience/ to working directory
     ↓
update_db.py → Rebuild local ChromaDB vector index ✅

🔄 Agent Auto-Reminder Rules

After completing any knowledge base write this session, the Agent must remind the user before ending the conversation:

# ① Rebuild the local vector index
<PY> skills/chroma-hybrid-search/scripts/update_db.py

# ② Back up to GitHub
<PY> skills/memory-backup/scripts/backup.py