Use Case
Causal Inference isn't just for solo use β teams can share skills and build consistent AI workflows across the organization. Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases, deployments. Use for planning interventions, debugging failures, predicting outcomes, backfilling historical data for analysis, or answering "what happens if I do X?" Also trigger when reviewing past actions to understand what worked/failed and why. This guide covers how to deploy Causal Inference for your team, standardize prompts, and create shared workflows that everyone can use.
Install Causal Inference in your project directory: .claude/skills/causal-inference/
Commit the skill folder to your repository so the whole team has access
Document your team's standard prompts in a shared README
Use Causal Inference in code reviews, standups, and planning sessions
Iterate: collect feedback from the team and refine your prompts
Copy these prompts and use them with your AI agent after installing Causal Inference
How can my team use Causal Inference together?
Set up Causal Inference for our project so everyone can use it
Create a shared workflow using Causal Inference for our team
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install causal-inferenceOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install causal-inferenceβ 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-inference/π‘Extract and place the folder at the path above, then restart your agent.