---
id: TASK-1
title: Real-time flow simulation engine
status: Done
assignee: []
created_date: '2026-02-15 21:00'
labels: []
dependencies: []
priority: high
---

## Description

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Replace random-noise simulation with actual flow logic: inflow accumulation, threshold-gated overflow distribution to downstream funnels, spending drain to outcomes with zone-based rate multipliers (80% overflow, 50% healthy, 10% critical), and auto status transitions for outcomes.
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