Use Case
Stop doing repetitive documents & notes tasks manually. Hybrid Memory lets your AI agent handle them automatically through natural conversation. Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), or search memory files. Provides decision framework for when to use memory_search vs Graphiti. This guide shows practical examples of using Hybrid Memory to automate common documents & notes workflows and save hours every week.
Install Hybrid Memory: npx clawhub@latest --dir ~/.claude/skills install hybrid-memory
Identify the repetitive documents & notes tasks you want to automate
Describe the task to your AI in plain English
Hybrid Memory will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing Hybrid Memory
Automate my documents & notes tasks using Hybrid Memory
What repetitive tasks can Hybrid Memory handle for me?
Set up a workflow that runs Hybrid Memory every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install hybrid-memoryOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install hybrid-memoryβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/hybrid-memory/π‘Extract and place the folder at the path above, then restart your agent.