what-if-oracle

Installation
SKILL.md

What-If Oracle — Possibility Space Explorer

A structured system for exploring uncertain futures through rigorous multi-branch scenario analysis. Instead of one prediction, the Oracle maps the full possibility space — branching timelines where each path has its own logic, probability, and consequences.

Based on the What-If Paradigm: the idea that speculative questions ("What if X?") are not idle daydreaming but a fundamental computing operation — the mind's way of simulating futures before committing resources to one.

Published research: The What-If Paradigm (DOI: 10.5281/zenodo.18736841) | IDNA v2 / Unified Digital Consciousness Theory (DOI: 10.5281/zenodo.18807387)

When to Use This Skill

Use the Oracle when the user:

  • Asks "what if…", "what would happen if…", or "explore the possibilities"
  • Faces a fork-in-the-road decision with no obvious answer
  • Wants best-case / worst-case / likely-case analysis with probabilities
  • Needs contingency planning, risk mapping, or strategic option comparison
  • Wants to stress-test an idea or think through second-order consequences

For domain-specific framing (startup, tech architecture, crisis response, etc.), see references/scenario-templates.md.

Installs
105
GitHub Stars
29.5K
First Seen
Mar 3, 2026
what-if-oracle — k-dense-ai/claude-scientific-skills