what-if-oracle

Structures uncertain decisions into multi-branch scenario analysis with probabilities and trigger conditions.

Updated Jul 1, 2026
One-click install
npx skills add https://github.com/jasrajtulsi/GRAD-SCOPE --skill what-if-oracle-jasrajtulsi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: what-if-oracle
Source: https://github.com/jasrajtulsi/GRAD-SCOPE/tree/main/.claude/skills/what-if-oracle
Command: npx skills add https://github.com/jasrajtulsi/GRAD-SCOPE --skill what-if-oracle-jasrajtulsi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you turn vague uncertainty into structured scenario analysis so you can make better decisions before acting.

Core Features & Use Cases

  • Branch Exploration: Expands a question into multiple plausible futures such as best case, likely case, worst case, contrarian, wild card, and second order outcomes.
  • Decision Stress-Testing: Examines assumptions, trigger conditions, consequences, and responses to reveal risks and opportunities.
  • Use Case: If you are choosing a strategy, planning a launch, or preparing for a potential crisis, it helps you compare outcomes and identify the most robust path forward.

Quick Start

Ask the oracle to analyze a specific what-if question by stating the change, timeframe, and context in one clear sentence.

Frequently Asked Questions about what-if-oracle

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

FAQPage Schema
How do I run a scenario analysis for a strategic business decision?

To run a scenario analysis, structure your uncertain decision into a single sentence stating the change, timeframe, and context. The tool expands this into 4–6 branches including best, worst, and contrarian cases with probabilities and trigger conditions.

What is multi-branch scenario analysis and when do I need it for contingency planning?

Multi-branch scenario analysis is a decision support method that structures uncertain decisions into plausible futures. You need it for contingency planning, strategic forks, and stress-testing choices across business, crisis, or personal contexts before committing to a path.

Can I use this for futures thinking and risk assessment in crisis management?

Yes, you can use it for futures thinking and risk assessment in crisis management. It applies speculative what-if exploration to stress-test choices by examining assumptions and identifying robust paths forward across business, technology, and crisis contexts.

What's the best way to stress-test strategic planning assumptions before a launch?

The best way to stress-test strategic planning assumptions is expanding the decision into multiple plausible futures. This process reveals risks and opportunities by assigning probabilities and trigger conditions to best, likely, worst, and contrarian outcomes.

Does this decision support tool require any specific input format or dependencies?

No specific dependencies are required. The decision support tool only needs you to state the what-if question by defining the change, timeframe, and context in one clear sentence to generate structured multi-branch outcomes.