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RamanEbrahimi
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what-if-oracle

Analyze what-if scenarios with probabilities and mapped consequences.

3|Updated Apr 17, 2026
Search Tags:#strategic planning#decision-making#contingency planning#scenario analysis#possibility space
One-click install
npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill what-if-oracle-ramanebrahimi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: what-if-oracle
Source: https://github.com/RamanEbrahimi/raman-marketplace/tree/main/plugins/agentic-research/skills/scientific-skills/what-if-oracle
Command: npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill what-if-oracle-ramanebrahimi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users navigate complex decision-making by providing a structured approach to explore and analyze various 'what-if' scenarios, aiding in contingency planning and strategic foresight.

Core Features & Use Cases

  • Scenario Analysis: Run multi-branch scenario analysis to explore the full possibility space of uncertain futures.
  • What-If Questions: Trigger analysis based on speculative questions or fork-in-the-road decisions.
  • Use Case: When considering a strategic business move, use the Skill to analyze potential outcomes and their probabilities.

Quick Start

Run the What-If Oracle to explore scenarios for a new product launch.

Frequently Asked Questions about what-if-oracle

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

FAQPage Schema
How does structured what-if scenario analysis improve strategic decision-making?▼

Structured what-if scenario analysis improves strategic decision-making by identifying potential outcomes, assigning probabilities, and mapping consequences across a multi-branch possibility space to ensure robust contingency planning.

What is the best way to map probability and consequences for uncertain futures?▼

The best way to map uncertain futures is using a structured framework to run multi-branch scenario analysis, evaluating speculative questions or fork-in-the-road decisions to assign probabilities and map potential outcomes.

Can I use contingency planning for a new product launch scenario?▼

Yes, you can use contingency planning for a new product launch by triggering analysis with a clear what-if question to explore the full possibility space of potential outcomes and their probabilities.

Do I need a structured framework to run a possibility space analysis?▼

Yes, you need a clear what-if question and a structured framework to effectively facilitate scenario analysis, assign probabilities, and map the consequences of various strategic outcomes.

When should I use multi-branch scenario analysis instead of standard forecasting?▼

Use multi-branch scenario analysis instead of standard forecasting when facing complex strategic moves or fork-in-the-road decisions where you need to explore multiple uncertain futures and map their respective consequences.

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