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Ritabrata-Chakraborty
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what-if-oracle

Generate multiple scenario branches with probability and consequence analysis.

Updated Jun 6, 2026
Search Tags:#risk assessment#scenario planning#decision-making#what-if analysis#strategy development
One-click install
npx skills add https://github.com/Ritabrata-Chakraborty/Claude-Setup --skill what-if-oracle-ritabrata-chakraborty
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: what-if-oracle
Source: https://github.com/Ritabrata-Chakraborty/Claude-Setup/tree/main/skills/what-if-oracle
Command: npx skills add https://github.com/Ritabrata-Chakraborty/Claude-Setup --skill what-if-oracle-ritabrata-chakraborty

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of making informed decisions in uncertain environments by providing a structured approach to explore multiple possible outcomes of a given scenario.

Core Features & Use Cases

  • Scenario Mapping: Allows the creation of 4-6 scenario branches to explore the full possibility space.
  • Analysis Framework: Provides a systematic way to analyze each scenario, including probability, triggers, and consequences.
  • Probability Calibration: Offers guidance on assigning probabilities to each scenario based on available evidence.
  • Use Case: Ideal for strategic planning, risk assessment, and decision-making in complex situations.

Quick Start

Run the What-If Oracle to explore the possibilities of your business venture's future with multiple scenario branches.

Frequently Asked Questions about what-if-oracle

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

FAQPage Schema
What is what-if scenario analysis and how does it help with strategic planning?▼

What-if scenario analysis is a structured approach to explore multiple possible future outcomes of a given situation. It helps strategic planning by mapping 4-6 scenario branches to assess risks, calibrate probabilities, and make informed decisions in uncertain environments.

How do I create and analyze multiple branches for risk assessment?▼

Risk assessment requires generating 4-6 scenario branches to explore the full possibility space. You then apply a systematic analysis framework to evaluate each branch, including its triggers, consequences, and probability of occurrence based on available evidence.

Can I use this what-if analysis approach for complex business venture decisions?▼

Yes, this what-if analysis approach is ideal for complex business venture decisions. It supports scenario mapping and probability calibration for strategic planning, allowing you to explore uncertain futures and structure your decision-making process effectively.

What is the best way to structure scenario planning for uncertain environments?▼

The best way to structure scenario planning is by generating multiple branches to cover the full possibility space. This provides a systematic framework to analyze potential outcomes, triggers, and consequences, enabling informed decision-making in uncertain environments.

Are there limitations to using structured what-if analysis for decision-making?▼

Structured what-if analysis requires creating distinct scenario branches and assigning probabilities based on available evidence. Its limitation lies in the accuracy of evidence calibration and the complexity of mapping triggers and consequences for highly unpredictable situations.

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