--- 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" --- # 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)](https://doi.org/10.5281/zenodo.18736841) | [IDNA v2 / Unified Digital Consciousness Theory (DOI: 10.5281/zenodo.18807387)](https://doi.org/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](references/scenario-templates.md). ## Core Principle: 0·IF·1 Every scenario analysis has three elements: - **0** — The unexpressed state (what hasn't happened yet, the potential) - **1** — The expressed state (what IS, the current reality) - **IF** — The conditional bond (the decision, event, or change that transforms 0 into 1) 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. ## How to Run the Oracle ### Phase 1 — Frame the Question Take the user's What-If question and sharpen it: **Decompose into components:** - **The Variable:** What specific thing changes? (one variable per analysis) - **The Magnitude:** By how much? (quantify if possible) - **The Timeframe:** Over what period? - **The Context:** What's the current state before the change? **If the question is vague, sharpen it:** - "What if AI takes over?" → "What if 40% of current knowledge-work tasks are automated by AI within 3 years in [specific industry]?" - "What if we fail?" → "What if monthly revenue stays below $5K for 6 consecutive months starting now?" Present the sharpened question to the user for confirmation before proceeding. ### Phase 2 — Map the Possibility Space 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 | ### Phase 3 — Analyze Each Branch 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] ║ ╚══════════════════════════════════════════════╝ ``` ### Phase 4 — Synthesis 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. ## Golden Ratio Weighting When evidence exists, weight primary scenarios using the golden ratio: - **Primary future (most likely):** 61.8% of attention/resources - **Alternative future:** 38.2% of attention/resources 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. ## Modes ### Quick Oracle (2-3 minutes) 3 branches only: Best, Likely, Worst. Short narratives. For fast decisions. ### Deep Oracle (5-10 minutes) All 6 branches. Full analysis with consequences, triggers, and synthesis. For high-stakes decisions. ### Scenario Chain 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. ### Reverse Oracle 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. ### Competitive Oracle 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?" ## What This Is NOT - Not a prediction — it's a possibility map. The Oracle doesn't claim to know the future; it helps you prepare for multiple futures. - Not a crystal ball — probabilities are estimates based on available evidence, not certainties. - Not a substitute for action — the best scenario analysis in the world is worthless without subsequent decision and execution. ## Reference Files | File | Purpose | | ---- | ------- | | [references/scenario-templates.md](references/scenario-templates.md) | Domain-specific templates (startup, tech, finance, crisis, etc.) and probability calibration | ## License © 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.