Use Case
Stop doing repetitive product manager tasks manually. Counterfactual Thinking lets your AI agent handle them automatically through natural conversation. Apply counterfactual thinking to explore "what if" alternative histories and understand causation. Use when the user needs to analyze past decisions, underst... This guide shows practical examples of using Counterfactual Thinking to automate common product manager workflows and save hours every week.
Install Counterfactual Thinking: npx clawhub@latest --dir ~/.claude/skills install counterfactual-thinking
Identify the repetitive product manager tasks you want to automate
Describe the task to your AI in plain English
Counterfactual Thinking 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 Counterfactual Thinking
Automate my product manager tasks using Counterfactual Thinking
What repetitive tasks can Counterfactual Thinking handle for me?
Set up a workflow that runs Counterfactual Thinking every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install counterfactual-thinkingOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install counterfactual-thinkingβ 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/counterfactual-thinking/π‘Extract and place the folder at the path above, then restart your agent.