Use Case
Stop doing repetitive data & analytics tasks manually. Enhanced Memory lets your AI agent handle them automatically through natural conversation. Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting, pseudo-relevance feedback, salience scoring, and knowledge graph cross-references. Replaces the default memory search with a 4-signal fusion retrieval system. Use when searching memories, indexing memory files, building cross-references, or scoring memory salience. Requires Ollama with nomic-embed-text model. This guide shows practical examples of using Enhanced Memory to automate common data & analytics workflows and save hours every week.
Install Enhanced Memory: npx clawhub@latest --dir ~/.claude/skills install enhanced-memory
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
Enhanced 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 Enhanced Memory
Automate my data & analytics tasks using Enhanced Memory
What repetitive tasks can Enhanced Memory handle for me?
Set up a workflow that runs Enhanced Memory every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install enhanced-memoryOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install enhanced-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/enhanced-memory/π‘Extract and place the folder at the path above, then restart your agent.