Use Case
Stop doing repetitive data & analytics tasks manually. RAGLite - Local Expandable Library AI Library lets your AI agent handle them automatically through natural conversation. Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma + hybrid search (vector + keyword). This guide shows practical examples of using RAGLite - Local Expandable Library AI Library to automate common data & analytics workflows and save hours every week.
Install RAGLite - Local Expandable Library AI Library: npx clawhub@latest --dir ~/.claude/skills install raglite-library
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
RAGLite - Local Expandable Library AI Library 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 RAGLite - Local Expandable Library AI Library
Automate my data & analytics tasks using RAGLite - Local Expandable Library AI Library
What repetitive tasks can RAGLite - Local Expandable Library AI Library handle for me?
Set up a workflow that runs RAGLite - Local Expandable Library AI Library every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install raglite-libraryOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install raglite-libraryβ 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/raglite-library/π‘Extract and place the folder at the path above, then restart your agent.