what-if-oracle

Explore multi-branch possibility spaces for uncertain future scenarios.

1|Updated Mar 12, 2026
One-click install
npx skills add https://github.com/yf8578/clawomics --skill what-if-oracle-yf8578
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: what-if-oracle
Source: https://github.com/yf8578/clawomics/tree/main/skills/what-if-oracle
Command: npx skills add https://github.com/yf8578/clawomics --skill what-if-oracle-yf8578

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users systematically explore uncertain futures by mapping out multiple potential scenarios, rather than relying on a single prediction. It provides a structured framework for understanding risks, opportunities, and consequences before making critical decisions.

Core Features & Use Cases

  • Multi-Branch Scenario Analysis: Generates and analyzes distinct future possibilities (Best Case, Likely Case, Worst Case, Wild Card, Contrarian, Second Order).
  • Structured Framework: Guides users through framing questions, mapping possibilities, and analyzing each branch with specific metrics (probability, timeframe, confidence, consequences, required response).
  • Use Case: A startup founder can use this Skill to explore the "what if" of launching a new product, mapping out potential market reactions, competitive responses, and internal challenges to inform their go-to-market strategy.

Quick Start

Use the what-if-oracle skill to explore the scenario of a 30% price increase in our primary supply chain over the next quarter.

Frequently Asked Questions about what-if-oracle

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

FAQPage Schema
How do I conduct a what-if analysis for uncertain future scenarios?

To conduct a what-if analysis, you frame a speculative question and decompose variables, timeframes, and contexts into multi-branch scenario possibilities. This maps potential outcomes, probabilities, and consequences into actionable branches for strategic planning and decision-making.

What is scenario planning and how does it handle risk analysis?

Scenario planning is a structured framework that explores multiple potential futures rather than relying on a single prediction. It handles risk analysis by mapping distinct outcomes like Best Case, Worst Case, and Wild Card scenarios with specific metrics including probability, confidence, and consequences.

Can I use contingency planning to map market reactions for a product launch?

Yes, you can use contingency planning to map market reactions for a product launch by generating distinct future possibilities. It decomposes competitive responses and internal challenges into structured branches to inform your go-to-market strategy and assess required responses.

What's the best way to explore multiple branch possibilities in decision making?

The best way to explore multiple branch possibilities is by analyzing specific metrics such as probability, timeframe, and confidence for each scenario. This structured approach maps Best Case, Likely Case, Contrarian, and Second Order outcomes to guide strategic foresight and decision-making.

Does strategic foresight work for assessing supply chain price increases?

Yes, strategic foresight works for assessing supply chain price increases by mapping the scenario space over specific timeframes. It decomposes the speculative question into actionable scenario branches to evaluate potential consequences and required responses before making critical decisions.