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