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ZhenRobotics
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openclaw-memory-os

Store and retrieve personal memories and conversations locally without external API calls.

Updated Mar 7, 2026
Search Tags:#knowledge management#offline#memory#privacy#local storage#conversation recording
One-click install
npx skills add https://github.com/ZhenRobotics/openclaw-memory-os --skill openclaw-memory-os
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: openclaw-memory-os
Source: https://github.com/ZhenRobotics/openclaw-memory-os/tree/main/clawhub-upload
Command: npx skills add https://github.com/ZhenRobotics/openclaw-memory-os --skill openclaw-memory-os

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a secure, local solution for managing personal digital memories and recording conversations, enabling users to preserve and retrieve information without external dependencies.

Core Features & Use Cases

  • Personal Memory Storage: Collect and store digital memories from files and conversations compressively on local devices.
  • Conversation Recording: Automatically extract and save dialogue content from natural language inputs.
  • Use Case: A user can save important notes or chat summaries and later search or review them for personal knowledge retention.

Quick Start

To begin, install the skill using npm, initialize local storage, and manually record a note by giving a command such as "Remember that I have a meeting at 3 PM tomorrow."

Frequently Asked Questions about openclaw-memory-os

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I store conversation recordings and personal notes locally for privacy?▼

Yes, offline knowledge management is possible by using a local personal memory system that stores data directly on your device. This allows you to retrieve conversation history and notes securely without internet connectivity or external API dependencies.

Can I retrieve saved chat summaries and notes using keyword search?▼

Yes, keyword-based retrieval allows you to search saved chat summaries and notes within your local personal memory storage. This mechanism helps you quickly locate specific conversation logs or digital memories without external API calls.

How do I set up local storage to record personal memories and conversations?▼

To set up local storage for recording personal memories, install the skill via npm and initialize the local database. You can then manually record notes or conversation logs by issuing a command such as remembering an upcoming meeting.

Does local personal memory management work without external API calls?▼

Yes, local personal memory management operates entirely offline without requiring external API calls. It handles user-initiated data collection and conversation logging securely on your device, complying with privacy-first standards.

What are the limitations of offline knowledge management for long-term data?▼

A limitation of offline knowledge management is that data retrieval is restricted to keyword-based searches within your local storage. Additionally, all conversation recording and personal memory collection must be manually initiated by the user.

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