thinking-in-bets

Evaluate decisions by separating process quality from outcome randomness.

Updated Mar 14, 2026
One-click install
npx skills add https://github.com/MrAlexisCord/chatbot-prototype --skill thinking-in-bets-mralexiscord
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: thinking-in-bets
Source: https://github.com/MrAlexisCord/chatbot-prototype/tree/main/.agents/skills/thinking-in-bets
Command: npx skills add https://github.com/MrAlexisCord/chatbot-prototype --skill thinking-in-bets-mralexiscord

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users make better decisions by separating the quality of the decision-making process from the randomness of the outcome, reducing cognitive biases.

Core Features & Use Cases

  • Decision Evaluation: Analyze past decisions based on the information available at the time, not the eventual outcome.
  • Probabilistic Thinking: Encourages explicit consideration of uncertainty and potential outcomes.
  • Bias Reduction: Mitigates common biases like "resulting" and hindsight bias.
  • Use Case: When faced with a strategic business choice with uncertain market reception, use this skill to frame the decision by identifying key assumptions, potential risks, and desired outcomes, ensuring the decision process is sound regardless of the final market performance.

Quick Start

Help me evaluate the decision to launch product X by thinking in bets.

Frequently Asked Questions about thinking-in-bets

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make better decisions under uncertainty and avoid cognitive bias?

Probabilistic thinking improves strategic business choices by explicitly considering uncertainty and potential outcomes. You frame the decision by identifying key assumptions, potential risks, and desired outcomes separate from final market performance.

Why does evaluating decisions by outcomes lead to poor strategic planning?

Evaluating decisions by outcomes leads to poor strategic planning due to resulting bias, where you judge a decision's quality based solely on its outcome. You should instead analyze past decisions based only on the information available at the time.

Can I use the Thinking in Bets framework for risk assessment in business?

Yes, you can use the Thinking in Bets framework for risk assessment in business. It applies probabilistic thinking to strategic planning by requiring explicit articulation of beliefs, probabilities, and decision criteria to reduce bias.

What is the best way to evaluate past decisions without hindsight bias?

The best way to evaluate past decisions without hindsight bias is to analyze the decision based on the information available at the time, not the eventual outcome. This separates decision quality from outcome randomness.

When should I not use probabilistic thinking for decision making?

You should not use probabilistic thinking when you cannot explicitly articulate your beliefs, probabilities, and decision criteria. The framework requires separating decision quality from outcomes, which fails if these inputs are absent.