Use Case
Enhanced Memory is a powerful AI agent skill that extends your assistant with new capabilities. 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 walks you through installing Enhanced Memory, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Enhanced Memory: npx clawhub@latest --dir ~/.claude/skills install enhanced-memory
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to data & analytics to trigger Enhanced Memory
Review the output and refine your prompt for better results
Combine Enhanced Memory with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Enhanced Memory
Help me get started with Enhanced Memory
What can Enhanced Memory do for my data & analytics workflow?
Show me an example of using Enhanced Memory
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.