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feat(analytics): scenario engine + timeline/snapshot model #71

@kayodebristol

Description

@kayodebristol

Summary

Build the scenario comparison engine and temporal snapshot system.

Scenario Engine

  • Define "what if" scenarios: cancel subscriptions, extra debt payments, income change
  • Compare scenario vs baseline: impact on monthly burn, runway, debt payoff, net worth
  • Scenarios are composable (combine multiple changes)

Timeline/Snapshot Model

  • Monthly snapshots of full financial state
  • Compare any two points in time
  • Trend visualization data (design-dojo SVG primitives)

Acceptance

  • Can create and compare scenarios
  • Dollar impact computed correctly
  • Monthly snapshots capture full state
  • Timeline comparison works

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