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what-if-oracle

Map multi-branch future scenarios and synthesize risk signals for strategic planning.

1|2|Updated Apr 29, 2026
Search Tags:#branching#decision-support#strategic-planning#risk-analysis#what-if#scenario-analysis#future-scenarios
One-click install
npx skills add https://github.com/fuzzy-dynamics/strings --skill what-if-oracle-fuzzy-dynamics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: what-if-oracle
Source: https://github.com/fuzzy-dynamics/strings/tree/main/packages/skills/what-if-oracle
Command: npx skills add https://github.com/fuzzy-dynamics/strings --skill what-if-oracle-fuzzy-dynamics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps decision-makers explore multiple plausible futures by mapping a complete possibility space rather than a single forecast, enabling more resilient strategies.

Core Features & Use Cases

  • Scenario framing and branch generation (Ω, α, Δ, Ψ, Φ, ∞) for structured planning.
  • Narrative analysis and synthesis that reveal risks, trade-offs, and trigger conditions.
  • Use Case: Strategize product launches, policy decisions, or risk responses by examining best, likely, worst, wild card, contrarian, and second-order outcomes.

Quick Start

Frame a What-If question and let the Oracle generate 4–6 branches for analysis.

Frequently Asked Questions about what-if-oracle

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

FAQPage Schema
What is scenario analysis and how does it support strategic planning?▼

Scenario analysis maps a complete possibility space of multiple plausible futures to support strategic planning, enabling decision-makers to build resilient strategies rather than relying on a single forecast.

How do I perform multi-branch risk analysis for a product launch?▼

Frame a what-if question to generate 4–6 branches for multi-branch risk analysis, then apply narrative analysis to examine best, likely, worst, contrarian, and second-order outcomes for your product launch.

Can I use this for policy decisions requiring wild card scenario exploration?▼

Yes, you can use this for policy decisions by framing questions and generating structured branches that include wild card scenarios, revealing trigger conditions and synthesized risk signals for resilient policy-making.

What is the best way to explore uncertain futures for risk responses?▼

The best way to explore uncertain futures is mapping the full possibility space through structured question framing and branch generation, which reveals trade-offs and trigger conditions to inform risk response strategies.

Does scenario-based decision support require specific input data formats?▼

No specific input data formats are required; decision support begins with framing a what-if question, allowing the system to generate structured branches and narrative analysis without prerequisite data dependencies.

When should I avoid single-forecast planning in favor of branching analysis?▼

You should avoid single-forecast planning when facing uncertain futures with multiple variables, using branching analysis instead to map wild card and contrarian outcomes for more resilient strategic decisions.

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