An active memory management system for AI agents that prevents context loss through real-time monitoring and triple-repository synchronization.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install smart-memory-sync
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install smart-memory-sync using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Smart Memory Sync?
Smart Memory Sync is a sophisticated tool designed to enhance the long-term reliability of AI agents by providing preventive context protection. It ensures that critical conversation history, task states, and decision logs are never lost due to context window limitations. As a vital part of Openclaw Skills, it works as a proactive guardian that monitors context usage and performs automated synchronizations across MEMORY.md, QMD knowledge bases, and Git version control.
This skill operates on a dual-insurance mechanism, functioning alongside a Context Manager to facilitate seamless session transitions. By automating the extraction and archival of information before a session reaches its limit, it allows developers to maintain long-running workflows with 100% memory integrity. Whether used in daemon mode for background monitoring or triggered manually, it provides a robust framework for persistent AI memory.
Smart Memory Sync Use Cases
- Managing long-duration coding sessions where context windows are frequently exhausted.
- Archiving critical project decisions and user preferences into long-term memory automatically.
- Synchronizing agent knowledge across semantic search databases and Git for versioned history.
- Orchestrating seamless session handovers without losing technical context or progress.
How Smart Memory Sync Works
- The system runs a background daemon that monitors context usage via the session API every 5 minutes.
- When usage hits the 50% threshold, it prompts the user with a reminder to synchronize memory.
- Upon reaching 75% usage, it automatically executes a triple-sync across MEMORY.md, QMD, and Git repositories.
- If usage exceeds 85%, it proactively triggers a session switch by calling the Context Manager.
- The skill then initializes the new session with the preserved memory, ensuring the dialogue continues without data loss.
Smart Memory Sync Setup
To deploy Smart Memory Sync within your Openclaw Skills environment, configure your thresholds and start the monitoring process.
# Start the background monitoring daemon
python3 scripts/smart-sync.py --daemon
# Check the current context usage and sync status
python3 scripts/smart-sync.py --status
# Manually force a synchronization across all three databases
python3 scripts/smart-sync.py --sync
Smart Memory Sync Data Schema & Taxonomy
The skill manages data across a hierarchical structure to ensure redundancy and high-speed retrieval.
| Component | Target File/System | Description |
|---|---|---|
| Persistent Memory | MEMORY.md | Human-readable Markdown file for core project facts. |
| Semantic Index | QMD Knowledge Base | Vectorized data for semantic search and retrieval. |
| Version Control | Git | Automated commits to track memory evolution over time. |
| Configuration | sync-config.json | Defines thresholds (50/75/85) and check intervals. |
Smart Memory Sync Advanced Features
- Three-tier threshold trigger system for granular context management.
- Dual-insurance mechanism that integrates with Context Manager for fail-safe session switching.
- Multi-repository synchronization covering long-term memory, 精简版 (lite) memory, and Git versions.
- Intelligent cooldown mechanism to prevent redundant sync operations and API noise.
- Real-time API monitoring for accurate token usage calculations.
SKILL.md
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