what-if-oracle
Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...", "what would happen if...", "what are the possibilities", "explore scenarios", "scenario analysis", "possibility space", "what could go wrong", "best case / worst case", "risk analysis", "contingency planning", "strategic options", or any question about uncertain futures. Also trigger when the user faces a fork-in-the-road decision, wants to stress-test an idea, or needs to think through consequences before committing.
npx skills add majiayu000/claude-skill-registry --skill what-if-oracle-ashrafkahoush-ux-claude-consciousness --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 Statement 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 Statement (DOI: 10.5281/zenodo.18736841)](https://doi.org/10.5281/zenodo.18736841) | [IDNA Consolidation v2 (DOI: 10.5281/zenodo.18807387)](https://doi.org/10.5281/zenodo.18807387) ## 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 pr
- Core Principle: 0·IF·1
- How to Run the Oracle
- Phase 1 — Frame the Question
- Phase 2 — Map the Possibility Space
- Phase 3 — Analyze Each Branch
- Phase 4 — Synthesis
- Golden Ratio Weighting
- Modes
- Quick Oracle (2-3 minutes)
- Deep Oracle (5-10 minutes)
- Scenario Chain
- Reverse Oracle
- Competitive Oracle
- What This Is NOT
What does the what-if-oracle skill do?
Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...", "what would happen if...", "what are the possibilities", "explore scenarios", "scenario analysis", "possibility space", "what could go wrong", "best case / worst case", "risk analysis", "contingency planning", "strategic options", or any question about uncertain futures. Also trigger when the user faces a fork-in-the-road decision, wants to stress-test an idea, or needs to think through consequences before committing.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill what-if-oracle-ashrafkahoush-ux-claude-consciousness --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.