Apply counterfactual thinking to explore "what if" alternative histories and understand causation. Use when the user needs to analyze past decisions, underst...
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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.
Category
πProduct ManagerPlatforms
What Counterfactual Thinking can do for your AI workflow
Apply counterfactual thinking directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Counterfactual Thinking
Help me get started with Counterfactual Thinking
Explains what Counterfactual Thinking does, walks through the setup, and runs a quick demo based on your current project
Use Counterfactual Thinking to apply counterfactual thinking to explore "what if" alternative hist...
Invokes Counterfactual Thinking with the right parameters and returns the result directly in the conversation
What can I do with Counterfactual Thinking in my product manager workflow?
Lists the top use cases for Counterfactual Thinking, with example commands for each scenario
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Counterfactual Thinking extends your AI assistant with the ability to apply counterfactual thinking to explore "what if" alternative histories and understand causation. Use when the user needs to analyze past decisions, underst... Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Counterfactual Thinking as its underlying capability.
Counterfactual Thinking works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Counterfactual Thinking once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Counterfactual Thinking installs like any other MCP skill: drop the folder into `~/.claude/skills/counterfactual-thinking/` for global access, or `.claude/skills/counterfactual-thinking/` to keep it scoped to one project. After a quick restart of Claude, you can trigger it explicitly with `/counterfactual-thinking`, or let the AI decide when it's the right tool for your request.
Counterfactual Thinking has 227 installs and is part of the growing Product Manager skill ecosystem on DiscoverAISkills. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/counterfactual-thinking/ for personal use (all projects), or .claude/skills/counterfactual-thinking/ for project-specific use. Restart your AI client, then invoke with /counterfactual-thinking or let the AI discover it automatically.
Counterfactual Thinking supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Counterfactual Thinking is free to install. Check the repository for licensing information.
Apply counterfactual thinking to explore "what if" alternative histories and understand causation. Use when the user needs to analyze past decisions, underst...
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