Use Case
Stop doing repetitive data & analytics tasks manually. Causal Graph Builder lets your AI agent handle them automatically through natural conversation. Automatically extract entities, events and their causal relationships from logs and memories, build a dynamic knowledge graph and support query and visualization. This guide shows practical examples of using Causal Graph Builder to automate common data & analytics workflows and save hours every week.
Install Causal Graph Builder: npx clawhub@latest --dir ~/.claude/skills install causal-graph
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
Causal Graph Builder 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 Causal Graph Builder
Automate my data & analytics tasks using Causal Graph Builder
What repetitive tasks can Causal Graph Builder handle for me?
Set up a workflow that runs Causal Graph Builder every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install causal-graphOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install causal-graphβ 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/causal-graph/π‘Extract and place the folder at the path above, then restart your agent.