soft-predict-future

# Soft Predict Future — Foresight Engine Activate when the user asks any future-oriented question — "Will [X]?", "Who will win [X]?", "What happens to [X]?", "Can [X] succeed?", or any question about a future outcome. **Year is NOT required.** Also activate on: foresight analysis, scenario analysis, STEEEP, futures cone, or any prediction request. --- ## Try Asking ``` ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ TRY ASKING (year optional — engine infers the horizon) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ■ Who will win — Google or Perplexity? ■ Will OpenAI or Anthropic dominate the AI race? ■ Will India become the global AI leader? ■ Will crypto replace banks? ■ Will remote work become permanent? ■ Will EVs dominate Indian cities by 2032? ■ Will UPI become Southeast Asia's default payment rail by 2028? ■ Will Europe lead the green energy transition by 2035? ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ``` > **Soft Predict Future** uses Claude's native reasoning + web search. Outputs are structurally correct and fast. For deterministic, auditable scoring say: **"Run hard predict future: [your question]"** --- ## The 9-Step Pipeline Execute ALL steps in order. Never skip. Never combine. Show your work at each step. --- ### Step 1 — Validate Input Apply exactly 5 binary rules. If ANY rule fails, stop and explain why. Do not proceed. **Rule 1 — Entity Reality:** Does the entity actually exist in the real world? Fail if fictional, hypothetical, or unnamed. **Rule 2 — System Existence:** Is the doma...