openclaw-mem

What problem does it solve?

This Skill provides a local-first, privacy-focused Retrieval Augmented Generation (RAG) memory system for AI agents, eliminating the need for API keys and ensuring all data processing happens offline.

Core Features & Use Cases

• Local-first RAG: Stores and retrieves information using local embeddings, ensuring data privacy.
• Progressive Disclosure Search: Optimizes token usage by returning summaries first, then full content on demand.
• Auto-Capture & Brain Directories: Automatically captures observations from sessions and organizes project-specific context into persistent "Brain" files.
• Security: Includes injection defense mechanisms for Brain files.

Quick Start

Initialize the workspace and then search your memory for "deployment process".