Civic Harmonics — Dashboard v0.1

A minimal, AI-legible simulation scaffold. Adjust variables and observe how participation, extraction, and reinvestment change system stability.

Controls

Participation

74%

Extraction

26%

Reinvestment

62%

v0.1 uses simple explainable math so the model is auditable. Later versions can add debt dynamics, housing, labor markets, enforcement asymmetry, and agent behavior.