{
  "id": "amherst-ma",
  "city": "Amherst",
  "state": "MA",
  "title": "Amherst Living Digital Twin",
  "status": "AMHERST_COMPLETION_SURFACE_MATERIALIZED",
  "summary": "A completed Amherst municipal twin surface for town-gown flow, economic development, housing pressure, cultural events, mobility, public services, and stakeholder handoff.",
  "routes": {
    "home": "/operator-app/municipal-twins/amherst-ma/",
    "missions": "/operator-app/municipal-twins/amherst-ma/missions/",
    "data": "/operator-app/municipal-twins/amherst-ma/data/mission-pack.json"
  },
  "missionPacks": [
    {
      "id": "amherst-town-gown-flow",
      "title": "Town-Gown Flow",
      "scenario": "UMass, Amherst College, Hampshire College, downtown Amherst, PVTA, foot traffic, student move-in/move-out, parents weekend, and major event load.",
      "signals": [
        "academic calendar",
        "PVTA demand",
        "parking load",
        "downtown foot traffic",
        "restaurant demand",
        "event peaks"
      ],
      "actions": [
        "traffic and parking guidance",
        "business demand forecast",
        "public messaging windows",
        "DPW/service staging"
      ],
      "command": "model town gown mobility and downtown demand for the next Amherst high traffic university event window"
    },
    {
      "id": "amherst-economic-development",
      "title": "Balanced Economic Development",
      "scenario": "Downtown vitality, small business support, tax base growth, redevelopment opportunities, blight prevention, and long-term community character.",
      "signals": [
        "vacancy",
        "foot traffic",
        "parcel readiness",
        "business mix",
        "tax base",
        "redevelopment constraints"
      ],
      "actions": [
        "site prioritization",
        "small-business support targeting",
        "grant-ready impact packet",
        "redevelopment scenario comparison"
      ],
      "command": "balanced long term economic activity and redevelopment opportunity scoring for Amherst downtown and village centers"
    },
    {
      "id": "amherst-housing-pressure",
      "title": "Housing and Neighborhood Pressure",
      "scenario": "Student housing demand, affordability pressure, rental patterns, neighborhood impacts, code concerns, and transit access.",
      "signals": [
        "rental demand",
        "parcel capacity",
        "transit access",
        "complaint patterns",
        "student housing pressure",
        "affordability indicators"
      ],
      "actions": [
        "housing scenario modeling",
        "neighborhood risk map",
        "transit-oriented housing assessment",
        "stakeholder briefing"
      ],
      "command": "housing pressure and neighborhood impact modeling for Amherst student resident and workforce housing needs"
    },
    {
      "id": "amherst-events-culture",
      "title": "Events, Culture, and Local Business",
      "scenario": "Downtown events, university events, arts/culture programming, restaurants, lodging, parking, and local spending.",
      "signals": [
        "event calendars",
        "visitor flow",
        "merchant demand",
        "parking capacity",
        "hotel load",
        "weather"
      ],
      "actions": [
        "event impact forecasting",
        "merchant readiness guidance",
        "parking/public messaging",
        "economic uplift estimate"
      ],
      "command": "event impact on Amherst downtown restaurant retail parking and visitor flow for next 30 days"
    },
    {
      "id": "amherst-safe-routes",
      "title": "Safe Routes and Mobility",
      "scenario": "Pedestrian, bike, bus, and vehicle conflicts across schools, colleges, downtown, and village centers.",
      "signals": [
        "crash/conflict locations",
        "bike corridors",
        "PVTA stops",
        "school routes",
        "crosswalk load",
        "weather"
      ],
      "actions": [
        "safe-route prioritization",
        "signal/crosswalk recommendations",
        "bike/ped intervention map",
        "grant-ready mobility evidence"
      ],
      "command": "safe routes and multimodal mobility risk for Amherst schools downtown campuses and village centers"
    },
    {
      "id": "amherst-stakeholder-handoff",
      "title": "Stakeholder Handoff Packet",
      "scenario": "A finished, explainable Amherst Twin packet for town staff, economic development, planning, public works, schools, colleges, and partners.",
      "signals": [
        "mission pack",
        "routes",
        "proof",
        "public status",
        "decision lanes",
        "stakeholder summaries"
      ],
      "actions": [
        "publish public surface",
        "export mission pack",
        "generate briefing cards",
        "seed next stakeholder presentation"
      ],
      "command": "generate Amherst Living Digital Twin stakeholder handoff packet with mission cards and public proof routes"
    }
  ]
}