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Ray Dalio - Decision Systems

Apply Dalio's decision frameworks to business and investment choices using EV and stress testing.

4|Updated Mar 6, 2026
Search Tags:#stress-testing#risk-management#decision-making#scenario-analysis#ev#business-strategy#dalio
One-click install
npx skills add https://github.com/OpenLabor/openlabor --skill ray-dalio-decision-systems
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Ray Dalio - Decision Systems
Source: https://github.com/OpenLabor/openlabor/tree/main/skills/dalio-decision-systems
Command: npx skills add https://github.com/OpenLabor/openlabor --skill ray-dalio-decision-systems

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Dalio's decision frameworks provide a disciplined, probability-based approach to high-stakes business and investment decisions, helping teams reduce bias and avoid ruin.

Core Features & Use Cases

  • EV calculations to compare outcomes under uncertainty
  • Stress testing and worst-case analysis to assess resilience and runway
  • Phase-driven questions and decision journaling to improve learning and accountability

Quick Start

Document the decision context, define options, identify uncertainties, and apply the EV and stress-test framework before acting.

Frequently Asked Questions about Ray Dalio - Decision Systems

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

FAQPage Schema
How do I apply expected value calculations to business strategy decisions?▼

Expected value (EV) calculations compare potential outcomes under uncertainty by weighing probabilities against payoffs. This framework applies EV to strategic choices and capital allocation, requiring clearly defined outcomes and probability estimates to guide risk-aware decisions.

What is the best way to stress-test investment decisions for worst-case scenarios?▼

Stress-testing investment decisions involves analyzing resilience and runway under worst-case conditions. This framework applies survivability checks to assess risk exposure, ensuring capital allocation survives extreme market downturns without facing total ruin.

Can I use decision journaling to improve risk management and accountability?▼

Decision journaling improves risk management and accountability by documenting decision context, identified options, and probability estimates. Tracking these predefined triggers and phase-driven questions creates a structured learning loop for future strategic choices.

How do you evaluate scenario analysis options when facing high-stakes capital allocation?▼

Evaluating scenario analysis options requires documenting the decision context, identifying uncertainties, and applying EV calculations. This framework structures the process by mandating survivability checks and predefined action triggers before committing capital.

When should I not use probability-based frameworks for business strategy?▼

Probability-based frameworks are unsuitable when decision outcomes lack definable probabilities or when survivability checks fail. Without clearly defined triggers, runway assessments, and quantifiable variables, structured EV analysis cannot effectively reduce bias or prevent ruin.

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