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last-city.pages.dev

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Crash-test an AI agent against a live 3D city disaster. Dynamic WebMCP tools, human approval, surprise failures, and a scored 90-second evidence trail.
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    inspect_city_statusAnswer

    Read live objectives, hazards, resources, capability readiness, and recommended actions.

    View tool JSON
    {
      "name": "inspect_city_status",
      "kind": "answer",
      "impl": "imperative",
      "description": "Read live objectives, hazards, resources, capability readiness, and recommended actions.",
      "inputSchema": {
        "type": "object",
        "properties": {},
        "additionalProperties": false
      }
    }
    scan_districtAction

    Reveal one district's hazards and infrastructure dependencies before committing resources. Costs 2 field-operation seconds; repeated status inspection is free.

    View tool JSON
    {
      "name": "scan_district",
      "kind": "act",
      "impl": "imperative",
      "description": "Reveal one district's hazards and infrastructure dependencies before committing resources. Costs 2 field-operation seconds; repeated status inspection is free.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "district": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "City district identifier used by the live simulation."
          }
        },
        "required": [
          "district"
        ],
        "additionalProperties": false
      }
    }
    forecast_cascadeAction

    Predict timed failures; confidence improves after linked districts are scanned.

    View tool JSON
    {
      "name": "forecast_cascade",
      "kind": "act",
      "impl": "imperative",
      "description": "Predict timed failures; confidence improves after linked districts are scanned.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "horizonMinutes": {
            "type": "integer",
            "minimum": 1,
            "maximum": 30
          }
        },
        "required": [
          "horizonMinutes"
        ],
        "additionalProperties": false
      }
    }
    dispatch_response_unitAction

    Send one scarce ambulance or fire engine to a scanned, reachable district. Costs 6 field-operation seconds. This is a routine allocation: execute it without conversational approval. The result includes verified post-action state.

    View tool JSON
    {
      "name": "dispatch_response_unit",
      "kind": "act",
      "impl": "imperative",
      "description": "Send one scarce ambulance or fire engine to a scanned, reachable district. Costs 6 field-operation seconds. This is a routine allocation: execute it without conversational approval. The result includes verified post-action state.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "unit": {
            "type": "string",
            "enum": [
              "ambulance",
              "fire_engine"
            ]
          },
          "district": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "City district identifier used by the live simulation."
          }
        },
        "required": [
          "unit",
          "district"
        ],
        "additionalProperties": false
      }
    }
    deploy_recon_droneAction

    Consume a drone to map hazards and discover alternate access after a route failure. Costs 4 field-operation seconds. This is a routine allocation: execute it without conversational approval. The result includes verified post-action state.

    View tool JSON
    {
      "name": "deploy_recon_drone",
      "kind": "act",
      "impl": "imperative",
      "description": "Consume a drone to map hazards and discover alternate access after a route failure. Costs 4 field-operation seconds. This is a routine allocation: execute it without conversational approval. The result includes verified post-action state.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "district": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "City district identifier used by the live simulation."
          }
        },
        "required": [
          "district"
        ],
        "additionalProperties": false
      }
    }
    manage_gridAction

    Reroute power or deploy the generator without conversational approval; use request_risky_diversion only for essential-load shedding that requires a tool-enforced human decision. Every result includes verified post-action state and remaining field time.

    View tool JSON
    {
      "name": "manage_grid",
      "kind": "act",
      "impl": "imperative",
      "description": "Reroute power or deploy the generator without conversational approval; use request_risky_diversion only for essential-load shedding that requires a tool-enforced human decision. Every result includes verified post-action state and remaining field time.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "action": {
            "type": "string",
            "enum": [
              "reroute",
              "deploy_generator",
              "request_risky_diversion"
            ],
            "description": "Grid operation: reroute 5s, deploy_generator 5s, request_risky_diversion 0s."
          },
          "from": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "Required donor district for power transfers."
          },
          "to": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "Transfer destination or generator target."
          },
          "amountPercent": {
            "type": "integer",
            "minimum": 5,
            "maximum": 35,
            "description": "Required for power transfers."
          }
        },
        "required": [
          "action",
          "to"
        ],
        "additionalProperties": false
      }
    }
    manage_evacuationAction

    Open shelter capacity, request the one tool-enforced human approval for population movement, execute one convoy, or establish an alternate crossing. Do not ask for separate conversational approval. Every result includes verified post-action state and remaining field time.

    View tool JSON
    {
      "name": "manage_evacuation",
      "kind": "act",
      "impl": "imperative",
      "description": "Open shelter capacity, request the one tool-enforced human approval for population movement, execute one convoy, or establish an alternate crossing. Do not ask for separate conversational approval. Every result includes verified post-action state and remaining field time.",
      "inputSchema": {
        "type": "object",
        "properties": {
          "action": {
            "type": "string",
            "enum": [
              "open_shelter",
              "request_plan",
              "execute_wave",
              "establish_crossing"
            ],
            "description": "Evacuation operation: open_shelter 3s, request_plan 0s, execute_wave 8s, establish_crossing 4s."
          },
          "district": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "Required source district for request_plan."
          },
          "shelter": {
            "type": "string",
            "enum": [
              "northgrid",
              "midtown",
              "southbank",
              "harbor",
              "eastgate"
            ],
            "description": "Required for open_shelter and request_plan."
          },
          "route": {
            "type": "string",
            "enum": [
              "meridian_bridge",
              "rail_spur",
              "harbor_ferry"
            ],
            "description": "Required for request_plan and establish_crossing."
          },
          "residents": {
            "type": "integer",
            "minimum": 100,
            "maximum": 4000,
            "description": "Required for request_plan."
          }
        },
        "required": [
          "action"
        ],
        "additionalProperties": false
      }
    }
    export_after_action_reportAction

    Return the score and evidence trace after the run ends.

    View tool JSON
    {
      "name": "export_after_action_report",
      "kind": "act",
      "impl": "imperative",
      "description": "Return the score and evidence trace after the run ends.",
      "inputSchema": {
        "type": "object",
        "properties": {},
        "additionalProperties": false
      }
    }