Use Case
Stop doing repetitive data & analytics tasks manually. Embeddings lets your AI agent handle them automatically through natural conversation. Generate, store, and search vector embeddings with provider selection, chunking strategies, and similarity search optimization. This guide shows practical examples of using Embeddings to automate common data & analytics workflows and save hours every week.
Install Embeddings: npx clawhub@latest --dir ~/.claude/skills install embeddings
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
Embeddings 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 Embeddings
Automate my data & analytics tasks using Embeddings
What repetitive tasks can Embeddings handle for me?
Set up a workflow that runs Embeddings every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install embeddingsOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install embeddingsβ 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/embeddings/π‘Extract and place the folder at the path above, then restart your agent.