name: what-if-oracle description: Run structured What-If scenario analysis with 4–6 branch possibility exploration (best, likely, worst, wild card, contrarian, second-order). Use when the user asks speculative what-if questions about uncertain futures, strategic forks, contingency planning, or stress-testing a decision before committing. license: CC BY-NC-SA 4.0 metadata: version: "1.1" skill-author: AHK Strategies (ashrafkahoush-ux) upstream: https://github.com/ashrafkahoush-ux/claude-consciousness-skills research-doi: 10.5281/zenodo.18736841, 10.5281/zenodo.18807387
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)
Use the Oracle when the user:
For domain-specific framing (startup, tech architecture, crisis response, etc.), see references/scenario-templates.md.
Every scenario analysis has three elements:
The quality of the analysis depends on the precision of the IF. A vague "what if things go wrong?" produces vague results. A precise "what if our primary supplier raises prices 30% in Q3?" produces actionable intelligence.
Take the user's What-If question and sharpen it:
Decompose into components:
If the question is vague, sharpen it:
Present the sharpened question to the user for confirmation before proceeding.
Generate 4-6 scenario branches using this framework:
| Branch | Definition | Purpose |
|---|---|---|
| Ω Best Case | Everything goes right. Key assumptions all validate. Lucky breaks occur. | Define the ceiling — what's the maximum upside? |
| α Likely Case | Most probable path given current evidence. No major surprises. | Anchor expectations in reality |
| Δ Worst Case | Key assumptions fail. Two things go wrong simultaneously. | Define the floor — what's the maximum downside? |
| Ψ Wild Card | An unexpected variable enters that nobody is tracking. Black swan territory. | Stress-test for the unimaginable |
| Φ Contrarian | The opposite of the consensus view turns out to be true. | Challenge groupthink and reveal hidden assumptions |
| ∞ Second Order | The first-order effects trigger cascading consequences nobody predicted. | Map the ripple effects |
For each scenario branch, provide:
╔══════════════════════════════════════════════╗
║ BRANCH: [Ω/α/Δ/Ψ/Φ/∞] — [Branch Name] ║
╠══════════════════════════════════════════════╣
║ Probability: [X%] ║
║ Timeframe: [When this could materialize] ║
║ Confidence: [HIGH/MEDIUM/LOW] ║
╠══════════════════════════════════════════════╣
║ NARRATIVE: ║
║ [2-3 sentences describing how this ║
║ scenario unfolds step by step] ║
║ ║
║ KEY ASSUMPTIONS: ║
║ • [What must be true for this to happen] ║
║ • [And this] ║
║ ║
║ TRIGGER CONDITIONS: ║
║ • [Early signal that this branch is ║
║ becoming reality] ║
║ • [Second signal] ║
║ ║
║ CONSEQUENCES: ║
║ → Immediate: [What happens first] ║
║ → 30 days: [What follows] ║
║ → 6 months: [Where it leads] ║
║ ║
║ REQUIRED RESPONSE: ║
║ [What action to take if this branch ║
║ activates — specific, actionable] ║
║ ║
║ WHAT MOST PEOPLE MISS: ║
║ [The non-obvious insight about this ║
║ scenario that conventional analysis ║
║ would overlook] ║
╚══════════════════════════════════════════════╝
After analyzing all branches, provide:
Probability Distribution:
Ω Best Case ····· [██████░░░░] 15%
α Likely Case ··· [████████░░] 45%
Δ Worst Case ···· [██████░░░░] 20%
Ψ Wild Card ····· [███░░░░░░░] 8%
Φ Contrarian ···· [████░░░░░░] 7%
∞ Second Order ·· [███░░░░░░░] 5%
Robust Actions: What actions are beneficial across MULTIPLE branches? These are the no-regret moves — do them regardless of which future materializes.
Hedge Actions: What preparations protect against the worst branches without sacrificing upside?
Decision Triggers: What specific, observable signals should cause you to update which branch is most likely? Define the tripwires.
The 1% Insight: What is the one thing about this situation that almost everyone analyzing it would miss? The non-obvious pattern, the hidden assumption, the overlooked variable.
When evidence exists, weight primary scenarios using the golden ratio:
This prevents both overcommitment to a single path and dilution across too many contingencies. Nature uses this ratio for branching (trees, rivers, blood vessels). Strategic planning can too.
3 branches only: Best, Likely, Worst. Short narratives. For fast decisions.
All 6 branches. Full analysis with consequences, triggers, and synthesis. For high-stakes decisions.
Take the output of one Oracle analysis and feed it into another. "If Branch Δ happens, what are the possibilities WITHIN that branch?" Recursive depth for complex strategic planning.
Start from a desired outcome and work backward: "What conditions must be true for X to happen? What's the most likely path TO that outcome?" Useful for goal-setting and strategy design.
Analyze the same What-If from multiple stakeholder perspectives: "If we launch this product, what does the possibility space look like from OUR perspective vs. THEIR perspective vs. THE MARKET's perspective?"
| File | Purpose |
|---|---|
| references/scenario-templates.md | Domain-specific templates (startup, tech, finance, crisis, etc.) and probability calibration |
© 2026 Ashraf Hussein Kahoush / AHK Strategies. Licensed under CC BY-NC-SA 4.0. Free for personal, educational, and research use. Commercial use requires a license from the author.