[20:57:23] ╭──────────────────────────────────────────────────────────────────────────────────────────── 🤖 Prompt: ────────────────────────────────────────────────────────────────────────────────────────────╮ utils.py:24
           │ Write Python code that extends the `Module` class below to complete the following task.                                                                                                            │
           │                                                                                                                                                                                                    │
           │ > A major use of energy worldwide is in heating, ventilation, and air conditioning (HVAC) systems. Model a thermostat with hysteresis, which regulates temperature to maintain a setpoint, or      │
           │ target temperature. It should have a state for heating and cooling. Suppose the setpoint is 20 degrees Celsius. If the heater is on, then the thermostat allows the temperature to rise past the   │
           │ setpoint to 22 degrees. If the heater is off, then it allows the temperature to drop past the setpoint to 18 degrees. There is a single input temperature with type real and two pure outputs      │
           │ heatOn and heatOff. These outputs will be present only when a change in the status of the heater is needed (i.e., when it is on and needs to be turned off, or when it is off and needs to be      │
           │ turned on). Use the variable names temp, heatOn and heatOff.                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │ Reply with your Python code inside one unique code block.                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │ ```python                                                                                                                                                                                          │
           │ class Module:                                                                                                                                                                                      │
           │     """An abstract class to represent a UCLID5 module."""                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │     def types(self):                                                                                                                                                                               │
           │         """(Optional) Defines the type declarations.                                                                                                                                               │
           │         For example, the following implementation defines a 8-bit type called T:                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         def types(self):                                                                                                                                                                           │
           │             self.T = BitVector(8)                                                                                                                                                                  │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def locals(self):                                                                                                                                                                              │
           │         """(Optional) Defines the local variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an 8-bit variable x                                                                                                                      │
           │         and an integer variable y:                                                                                                                                                                 │
           │         ```                                                                                                                                                                                        │
           │         def locals(self):                                                                                                                                                                          │
           │             self.x = BitVector(8)                                                                                                                                                                  │
           │             self.y = Integer()                                                                                                                                                                     │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def inputs(self):                                                                                                                                                                              │
           │         """(Optional) Defines the input variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an input variable x,                                                                                                                     │
           │         which is an array of 8-bit bitvectors indexed by 2-bit bitvectors:                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def inputs(self):                                                                                                                                                                          │
           │             self.x = Array(BitVector(2), BitVector(8))                                                                                                                                             │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def outputs(self):                                                                                                                                                                             │
           │         """(Optional) Defines the output variables and their types.                                                                                                                                │
           │         For example, the following implementation defines an output variable y,                                                                                                                    │
           │         which is a real number:                                                                                                                                                                    │
           │         ```                                                                                                                                                                                        │
           │         def outputs(self):                                                                                                                                                                         │
           │             self.y = Real()                                                                                                                                                                        │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def shared_vars(self):                                                                                                                                                                         │
           │         """(Optional) Defines the shared variables and their types.                                                                                                                                │
           │         For example, the following implementation defines a shared variable z,                                                                                                                     │
           │         which is an array of booleans indexed by integers:                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def shared_vars(self):                                                                                                                                                                     │
           │             self.z = Array(Integer(), Boolean())                                                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def instances(self):                                                                                                                                                                           │
           │         """(Optional) Defines the instances of other modules and relates their                                                                                                                     │
           │         input, output, and shared variables to local variables. Every instance                                                                                                                     │
           │         variable must be related to a local variable. For example, let M be                                                                                                                        │
           │         another module with inputs x and y, and output z. The following                                                                                                                            │
           │         implementation defines an instance of M called m, and connects M's                                                                                                                         │
           │         input variable x to the local variable self.a, M's input variable y to                                                                                                                     │
           │         the local variable self.b, and M's output variable z to the local                                                                                                                          │
           │         variable self.c:                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         def instances(self):                                                                                                                                                                       │
           │             self.m = M(x=self.a, y=self.b, z=self.c)                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def init(self):                                                                                                                                                                                │
           │         """(Optional) Defines how variables are initialized.                                                                                                                                       │
           │         For example, the following implementation initializes x to 0 if y is                                                                                                                       │
           │         greater than or equal to 20:                                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         def init(self):                                                                                                                                                                            │
           │             if self.y >= 20:                                                                                                                                                                       │
           │                 self.x = 0                                                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def next(self):                                                                                                                                                                                │
           │         """(Optional) Defines the transition relation.                                                                                                                                             │
           │         For example, the following implementation increments x or decrements y                                                                                                                     │
           │         depending on z:                                                                                                                                                                            │
           │         ```                                                                                                                                                                                        │
           │         def next(self):                                                                                                                                                                            │
           │             if self.z:                                                                                                                                                                             │
           │                 self.x = self.x + 1                                                                                                                                                                │
           │             else:                                                                                                                                                                                  │
           │                 self.y = self.y - 1                                                                                                                                                                │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def specification(self):                                                                                                                                                                       │
           │         """(Optional) Defines the specification in terms of invariant properties.                                                                                                                  │
           │                                                                                                                                                                                                    │
           │         Returns:                                                                                                                                                                                   │
           │             bool: True if the specification is satisfied, False otherwise.                                                                                                                         │
           │                                                                                                                                                                                                    │
           │         For example, the following implementation defines two invariants:                                                                                                                          │
           │         ```                                                                                                                                                                                        │
           │         def specification(self):                                                                                                                                                                   │
           │             return self.x < 10 and self.y > 0                                                                                                                                                      │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def proof(self):                                                                                                                                                                               │
           │         """(Optional) Defines the control block.                                                                                                                                                   │
           │         For example, the following implementation uses 1-induction to prove                                                                                                                        │
           │         that the specification always holds:                                                                                                                                                       │
           │         ```                                                                                                                                                                                        │
           │         def proof(self):                                                                                                                                                                           │
           │             induction(1)                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │ ```                                                                                                                                                                                                │
           │                                                                                                                                                                                                    │
           │ I can definitely do that! Here is the Python code:                                                                                                                                                 │
           │ ```python                                                                                                                                                                                          │
           │                                                                                                                                                                                                    │
           ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
[20:57:25] ╭───────────── 🧠 Response: ──────────────╮                                                                                                                                                            utils.py:42
           │ class Thermostat(Module):               │
           │     def types(self):                    │
           │         self.temp = Real()              │
           │         self.heatOn = Boolean()         │
           │         self.heatOff = Boolean()        │
           │                                         │
           │     def inputs(self):                   │
           │         self.temp = Real()              │
           │                                         │
           │     def outputs(self):                  │
           │         self.heatOn = Boolean()         │
           │         self.heatOff = Boolean()        │
           │                                         │
           │     def next(self):                     │
           │         super().next()                  │
           │         self.heatOn = (self.temp > 22)  │
           │         self.heatOff = (self.temp < 18) │
           │                                         │
           │ ```                                     │
           ╰─────────────────────────────────────────╯
           ╭───────────── 🤖 Extracted: ─────────────╮                                                                                                                                                            utils.py:24
           │                                         │
           │ class Thermostat(Module):               │
           │     def types(self):                    │
           │         self.temp = Real()              │
           │         self.heatOn = Boolean()         │
           │         self.heatOff = Boolean()        │
           │                                         │
           │     def inputs(self):                   │
           │         self.temp = Real()              │
           │                                         │
           │     def outputs(self):                  │
           │         self.heatOn = Boolean()         │
           │         self.heatOff = Boolean()        │
           │                                         │
           │     def next(self):                     │
           │         super().next()                  │
           │         self.heatOn = (self.temp > 22)  │
           │         self.heatOff = (self.temp < 18) │
           ╰─────────────────────────────────────────╯
           ╭──────────── 🤖 Repaired: ─────────────╮                                                                                                                                                              utils.py:24
           │ class Thermostat(Module):             │
           │   def inputs(self):                   │
           │     self.temp = Real()                │
           │                                       │
           │   def outputs(self):                  │
           │     self.heatOn = bool                │
           │     self.heatOff = bool               │
           │                                       │
           │   def instances(self):                │
           │     self.?? = ??()                    │
           │                                       │
           │   def next(self):                     │
           │     self.??.next()                    │
           │     self.heatOn = (self.temp > 22.0)  │
           │     self.heatOff = (self.temp < 18.0) │
           │                                       │
           │                                       │
           ╰───────────────────────────────────────╯
           ╭──────────────────────────────────────────────────────────────────────────────────────────── 🤖 Prompt: ────────────────────────────────────────────────────────────────────────────────────────────╮ utils.py:24
           │                                                                                                                                                                                                    │
           │ Fix the following Python code by replacing every occurrence of `??` with the correct code.                                                                                                         │
           │ ```python                                                                                                                                                                                          │
           │ class Thermostat(Module):                                                                                                                                                                          │
           │   def inputs(self):                                                                                                                                                                                │
           │     self.temp = Real()                                                                                                                                                                             │
           │                                                                                                                                                                                                    │
           │   def outputs(self):                                                                                                                                                                               │
           │     self.heatOn = bool                                                                                                                                                                             │
           │     self.heatOff = bool                                                                                                                                                                            │
           │                                                                                                                                                                                                    │
           │   def instances(self):                                                                                                                                                                             │
           │     self.?? = ??()                                                                                                                                                                                 │
           │                                                                                                                                                                                                    │
           │   def next(self):                                                                                                                                                                                  │
           │     self.??.next()                                                                                                                                                                                 │
           │     self.heatOn = (self.temp > 22.0)                                                                                                                                                               │
           │     self.heatOff = (self.temp < 18.0)                                                                                                                                                              │
           │                                                                                                                                                                                                    │
           │                                                                                                                                                                                                    │
           │ ```                                                                                                                                                                                                │
           │ Make sure that your code extends the `Module` class below and that it completes the following task.                                                                                                │
           │                                                                                                                                                                                                    │
           │ > A major use of energy worldwide is in heating, ventilation, and air conditioning (HVAC) systems. Model a thermostat with hysteresis, which regulates temperature to maintain a setpoint, or      │
           │ target temperature. It should have a state for heating and cooling. Suppose the setpoint is 20 degrees Celsius. If the heater is on, then the thermostat allows the temperature to rise past the   │
           │ setpoint to 22 degrees. If the heater is off, then it allows the temperature to drop past the setpoint to 18 degrees. There is a single input temperature with type real and two pure outputs      │
           │ heatOn and heatOff. These outputs will be present only when a change in the status of the heater is needed (i.e., when it is on and needs to be turned off, or when it is off and needs to be      │
           │ turned on). Use the variable names temp, heatOn and heatOff.                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │ Reply with your Python code inside one unique code block.                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │ ```python                                                                                                                                                                                          │
           │ class Module:                                                                                                                                                                                      │
           │     """An abstract class to represent a UCLID5 module."""                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │     def types(self):                                                                                                                                                                               │
           │         """(Optional) Defines the type declarations.                                                                                                                                               │
           │         For example, the following implementation defines a 8-bit type called T:                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         def types(self):                                                                                                                                                                           │
           │             self.T = BitVector(8)                                                                                                                                                                  │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def locals(self):                                                                                                                                                                              │
           │         """(Optional) Defines the local variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an 8-bit variable x                                                                                                                      │
           │         and an integer variable y:                                                                                                                                                                 │
           │         ```                                                                                                                                                                                        │
           │         def locals(self):                                                                                                                                                                          │
           │             self.x = BitVector(8)                                                                                                                                                                  │
           │             self.y = Integer()                                                                                                                                                                     │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def inputs(self):                                                                                                                                                                              │
           │         """(Optional) Defines the input variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an input variable x,                                                                                                                     │
           │         which is an array of 8-bit bitvectors indexed by 2-bit bitvectors:                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def inputs(self):                                                                                                                                                                          │
           │             self.x = Array(BitVector(2), BitVector(8))                                                                                                                                             │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def outputs(self):                                                                                                                                                                             │
           │         """(Optional) Defines the output variables and their types.                                                                                                                                │
           │         For example, the following implementation defines an output variable y,                                                                                                                    │
           │         which is a real number:                                                                                                                                                                    │
           │         ```                                                                                                                                                                                        │
           │         def outputs(self):                                                                                                                                                                         │
           │             self.y = Real()                                                                                                                                                                        │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def shared_vars(self):                                                                                                                                                                         │
           │         """(Optional) Defines the shared variables and their types.                                                                                                                                │
           │         For example, the following implementation defines a shared variable z,                                                                                                                     │
           │         which is an array of booleans indexed by integers:                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def shared_vars(self):                                                                                                                                                                     │
           │             self.z = Array(Integer(), Boolean())                                                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def instances(self):                                                                                                                                                                           │
           │         """(Optional) Defines the instances of other modules and relates their                                                                                                                     │
           │         input, output, and shared variables to local variables. Every instance                                                                                                                     │
           │         variable must be related to a local variable. For example, let M be                                                                                                                        │
           │         another module with inputs x and y, and output z. The following                                                                                                                            │
           │         implementation defines an instance of M called m, and connects M's                                                                                                                         │
           │         input variable x to the local variable self.a, M's input variable y to                                                                                                                     │
           │         the local variable self.b, and M's output variable z to the local                                                                                                                          │
           │         variable self.c:                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         def instances(self):                                                                                                                                                                       │
           │             self.m = M(x=self.a, y=self.b, z=self.c)                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def init(self):                                                                                                                                                                                │
           │         """(Optional) Defines how variables are initialized.                                                                                                                                       │
           │         For example, the following implementation initializes x to 0 if y is                                                                                                                       │
           │         greater than or equal to 20:                                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         def init(self):                                                                                                                                                                            │
           │             if self.y >= 20:                                                                                                                                                                       │
           │                 self.x = 0                                                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def next(self):                                                                                                                                                                                │
           │         """(Optional) Defines the transition relation.                                                                                                                                             │
           │         For example, the following implementation increments x or decrements y                                                                                                                     │
           │         depending on z:                                                                                                                                                                            │
           │         ```                                                                                                                                                                                        │
           │         def next(self):                                                                                                                                                                            │
           │             if self.z:                                                                                                                                                                             │
           │                 self.x = self.x + 1                                                                                                                                                                │
           │             else:                                                                                                                                                                                  │
           │                 self.y = self.y - 1                                                                                                                                                                │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def specification(self):                                                                                                                                                                       │
           │         """(Optional) Defines the specification in terms of invariant properties.                                                                                                                  │
           │                                                                                                                                                                                                    │
           │         Returns:                                                                                                                                                                                   │
           │             bool: True if the specification is satisfied, False otherwise.                                                                                                                         │
           │                                                                                                                                                                                                    │
           │         For example, the following implementation defines two invariants:                                                                                                                          │
           │         ```                                                                                                                                                                                        │
           │         def specification(self):                                                                                                                                                                   │
           │             return self.x < 10 and self.y > 0                                                                                                                                                      │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def proof(self):                                                                                                                                                                               │
           │         """(Optional) Defines the control block.                                                                                                                                                   │
           │         For example, the following implementation uses 1-induction to prove                                                                                                                        │
           │         that the specification always holds:                                                                                                                                                       │
           │         ```                                                                                                                                                                                        │
           │         def proof(self):                                                                                                                                                                           │
           │             induction(1)                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │ ```                                                                                                                                                                                                │
           │                                                                                                                                                                                                    │
           │ I can definitely do that! Here is the fixed Python code:                                                                                                                                           │
           │ ```python                                                                                                                                                                                          │
           │                                                                                                                                                                                                    │
           ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
[20:57:28] ╭───────────────────────────── 🧠 Response: ──────────────────────────────╮                                                                                                                            utils.py:42
           │ class Thermostat(Module):                                               │
           │   def inputs(self):                                                     │
           │     self.temp = Real()                                                  │
           │                                                                         │
           │   def outputs(self):                                                    │
           │     self.heatOn = bool                                                  │
           │     self.heatOff = bool                                                 │
           │                                                                         │
           │   def instances(self):                                                  │
           │     self.thermostatState = Latch()                                      │
           │                                                                         │
           │   def next(self):                                                       │
           │     self.thermostatState.next()                                         │
           │     self.heatOn = (self.temp > 22.0) and (self.thermostatState.q == 0)  │
           │     self.heatOff = (self.temp < 18.0) and (self.thermostatState.q == 1) │
           │ ```                                                                     │
           ╰─────────────────────────────────────────────────────────────────────────╯
           ╭───────────────────────────── 🤖 Extracted: ─────────────────────────────╮                                                                                                                            utils.py:24
           │                                                                         │
           │ class Thermostat(Module):                                               │
           │   def inputs(self):                                                     │
           │     self.temp = Real()                                                  │
           │                                                                         │
           │   def outputs(self):                                                    │
           │     self.heatOn = bool                                                  │
           │     self.heatOff = bool                                                 │
           │                                                                         │
           │   def instances(self):                                                  │
           │     self.thermostatState = Latch()                                      │
           │                                                                         │
           │   def next(self):                                                       │
           │     self.thermostatState.next()                                         │
           │     self.heatOn = (self.temp > 22.0) and (self.thermostatState.q == 0)  │
           │     self.heatOff = (self.temp < 18.0) and (self.thermostatState.q == 1) │
           ╰─────────────────────────────────────────────────────────────────────────╯
           ╭────────────────────────────── 🤖 Repaired: ───────────────────────────────╮                                                                                                                          utils.py:24
           │ class Latch(Module):                                                      │
           │   ??                                                                      │
           │ class Thermostat(Module):                                                 │
           │   def inputs(self):                                                       │
           │     self.temp = Real()                                                    │
           │                                                                           │
           │   def outputs(self):                                                      │
           │     self.heatOn = bool                                                    │
           │     self.heatOff = bool                                                   │
           │                                                                           │
           │   def instances(self):                                                    │
           │     self.thermostatState = Latch()                                        │
           │                                                                           │
           │   def next(self):                                                         │
           │     self.thermostatState.next()                                           │
           │     self.heatOn = ((self.temp > 22.0) and (self.thermostatState.q == 0))  │
           │     self.heatOff = ((self.temp < 18.0) and (self.thermostatState.q == 1)) │
           │                                                                           │
           │                                                                           │
           ╰───────────────────────────────────────────────────────────────────────────╯
           ╭──────────────────────────────────────────────────────────────────────────────────────────── 🤖 Prompt: ────────────────────────────────────────────────────────────────────────────────────────────╮ utils.py:24
           │                                                                                                                                                                                                    │
           │ Fix the following Python code by replacing every occurrence of `??` with the correct code.                                                                                                         │
           │ ```python                                                                                                                                                                                          │
           │ class Latch(Module):                                                                                                                                                                               │
           │   ??                                                                                                                                                                                               │
           │ class Thermostat(Module):                                                                                                                                                                          │
           │   def inputs(self):                                                                                                                                                                                │
           │     self.temp = Real()                                                                                                                                                                             │
           │                                                                                                                                                                                                    │
           │   def outputs(self):                                                                                                                                                                               │
           │     self.heatOn = bool                                                                                                                                                                             │
           │     self.heatOff = bool                                                                                                                                                                            │
           │                                                                                                                                                                                                    │
           │   def instances(self):                                                                                                                                                                             │
           │     self.thermostatState = Latch()                                                                                                                                                                 │
           │                                                                                                                                                                                                    │
           │   def next(self):                                                                                                                                                                                  │
           │     self.thermostatState.next()                                                                                                                                                                    │
           │     self.heatOn = ((self.temp > 22.0) and (self.thermostatState.q == 0))                                                                                                                           │
           │     self.heatOff = ((self.temp < 18.0) and (self.thermostatState.q == 1))                                                                                                                          │
           │                                                                                                                                                                                                    │
           │                                                                                                                                                                                                    │
           │ ```                                                                                                                                                                                                │
           │ Make sure that your code extends the `Module` class below and that it completes the following task.                                                                                                │
           │                                                                                                                                                                                                    │
           │ > A major use of energy worldwide is in heating, ventilation, and air conditioning (HVAC) systems. Model a thermostat with hysteresis, which regulates temperature to maintain a setpoint, or      │
           │ target temperature. It should have a state for heating and cooling. Suppose the setpoint is 20 degrees Celsius. If the heater is on, then the thermostat allows the temperature to rise past the   │
           │ setpoint to 22 degrees. If the heater is off, then it allows the temperature to drop past the setpoint to 18 degrees. There is a single input temperature with type real and two pure outputs      │
           │ heatOn and heatOff. These outputs will be present only when a change in the status of the heater is needed (i.e., when it is on and needs to be turned off, or when it is off and needs to be      │
           │ turned on). Use the variable names temp, heatOn and heatOff.                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │ Reply with your Python code inside one unique code block.                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │ ```python                                                                                                                                                                                          │
           │ class Module:                                                                                                                                                                                      │
           │     """An abstract class to represent a UCLID5 module."""                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │     def types(self):                                                                                                                                                                               │
           │         """(Optional) Defines the type declarations.                                                                                                                                               │
           │         For example, the following implementation defines a 8-bit type called T:                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         def types(self):                                                                                                                                                                           │
           │             self.T = BitVector(8)                                                                                                                                                                  │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def locals(self):                                                                                                                                                                              │
           │         """(Optional) Defines the local variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an 8-bit variable x                                                                                                                      │
           │         and an integer variable y:                                                                                                                                                                 │
           │         ```                                                                                                                                                                                        │
           │         def locals(self):                                                                                                                                                                          │
           │             self.x = BitVector(8)                                                                                                                                                                  │
           │             self.y = Integer()                                                                                                                                                                     │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def inputs(self):                                                                                                                                                                              │
           │         """(Optional) Defines the input variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an input variable x,                                                                                                                     │
           │         which is an array of 8-bit bitvectors indexed by 2-bit bitvectors:                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def inputs(self):                                                                                                                                                                          │
           │             self.x = Array(BitVector(2), BitVector(8))                                                                                                                                             │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def outputs(self):                                                                                                                                                                             │
           │         """(Optional) Defines the output variables and their types.                                                                                                                                │
           │         For example, the following implementation defines an output variable y,                                                                                                                    │
           │         which is a real number:                                                                                                                                                                    │
           │         ```                                                                                                                                                                                        │
           │         def outputs(self):                                                                                                                                                                         │
           │             self.y = Real()                                                                                                                                                                        │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def shared_vars(self):                                                                                                                                                                         │
           │         """(Optional) Defines the shared variables and their types.                                                                                                                                │
           │         For example, the following implementation defines a shared variable z,                                                                                                                     │
           │         which is an array of booleans indexed by integers:                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def shared_vars(self):                                                                                                                                                                     │
           │             self.z = Array(Integer(), Boolean())                                                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def instances(self):                                                                                                                                                                           │
           │         """(Optional) Defines the instances of other modules and relates their                                                                                                                     │
           │         input, output, and shared variables to local variables. Every instance                                                                                                                     │
           │         variable must be related to a local variable. For example, let M be                                                                                                                        │
           │         another module with inputs x and y, and output z. The following                                                                                                                            │
           │         implementation defines an instance of M called m, and connects M's                                                                                                                         │
           │         input variable x to the local variable self.a, M's input variable y to                                                                                                                     │
           │         the local variable self.b, and M's output variable z to the local                                                                                                                          │
           │         variable self.c:                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         def instances(self):                                                                                                                                                                       │
           │             self.m = M(x=self.a, y=self.b, z=self.c)                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def init(self):                                                                                                                                                                                │
           │         """(Optional) Defines how variables are initialized.                                                                                                                                       │
           │         For example, the following implementation initializes x to 0 if y is                                                                                                                       │
           │         greater than or equal to 20:                                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         def init(self):                                                                                                                                                                            │
           │             if self.y >= 20:                                                                                                                                                                       │
           │                 self.x = 0                                                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def next(self):                                                                                                                                                                                │
           │         """(Optional) Defines the transition relation.                                                                                                                                             │
           │         For example, the following implementation increments x or decrements y                                                                                                                     │
           │         depending on z:                                                                                                                                                                            │
           │         ```                                                                                                                                                                                        │
           │         def next(self):                                                                                                                                                                            │
           │             if self.z:                                                                                                                                                                             │
           │                 self.x = self.x + 1                                                                                                                                                                │
           │             else:                                                                                                                                                                                  │
           │                 self.y = self.y - 1                                                                                                                                                                │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def specification(self):                                                                                                                                                                       │
           │         """(Optional) Defines the specification in terms of invariant properties.                                                                                                                  │
           │                                                                                                                                                                                                    │
           │         Returns:                                                                                                                                                                                   │
           │             bool: True if the specification is satisfied, False otherwise.                                                                                                                         │
           │                                                                                                                                                                                                    │
           │         For example, the following implementation defines two invariants:                                                                                                                          │
           │         ```                                                                                                                                                                                        │
           │         def specification(self):                                                                                                                                                                   │
           │             return self.x < 10 and self.y > 0                                                                                                                                                      │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def proof(self):                                                                                                                                                                               │
           │         """(Optional) Defines the control block.                                                                                                                                                   │
           │         For example, the following implementation uses 1-induction to prove                                                                                                                        │
           │         that the specification always holds:                                                                                                                                                       │
           │         ```                                                                                                                                                                                        │
           │         def proof(self):                                                                                                                                                                           │
           │             induction(1)                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │ ```                                                                                                                                                                                                │
           │                                                                                                                                                                                                    │
           │ I can definitely do that! Here is the fixed Python code:                                                                                                                                           │
           │ ```python                                                                                                                                                                                          │
           │                                                                                                                                                                                                    │
           ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
[20:57:31] ╭─────────────────────────────── 🧠 Response: ────────────────────────────────╮                                                                                                                        utils.py:42
           │ class Latch(Module):                                                        │
           │     def types(self):                                                        │
           │         self.q = Integer()                                                  │
           │         self.q_ = Integer()                                                 │
           │                                                                             │
           │     def locals(self):                                                       │
           │         self.reset = Boolean(value=True)                                    │
           │                                                                             │
           │     def next(self):                                                         │
           │         If(self.reset, self.q_ == 0).Else(                                  │
           │             self.q_ == self.q                                               │
           │         )                                                                   │
           │         self.q == self.q_                                                   │
           │                                                                             │
           │ class Thermostat(Module):                                                   │
           │     def inputs(self):                                                       │
           │         self.temp = Real()                                                  │
           │                                                                             │
           │     def outputs(self):                                                      │
           │         self.heatOn = Boolean()                                             │
           │         self.heatOff = Boolean()                                            │
           │                                                                             │
           │     def instances(self):                                                    │
           │         self.thermostatState = Latch()                                      │
           │                                                                             │
           │     def next(self):                                                         │
           │         self.thermostatState.next()                                         │
           │         self.heatOn = ((self.temp > 22.0) & (self.thermostatState.q == 0))  │
           │         self.heatOff = ((self.temp < 18.0) & (self.thermostatState.q == 1)) │
           │ ```                                                                         │
           │                                                                             │
           │ This code should now work correctly with the provided `Module` class.       │
           ╰─────────────────────────────────────────────────────────────────────────────╯
           ╭─────────────────────────────── 🤖 Extracted: ───────────────────────────────╮                                                                                                                        utils.py:24
           │                                                                             │
           │ class Latch(Module):                                                        │
           │     def types(self):                                                        │
           │         self.q = Integer()                                                  │
           │         self.q_ = Integer()                                                 │
           │                                                                             │
           │     def locals(self):                                                       │
           │         self.reset = Boolean(value=True)                                    │
           │                                                                             │
           │     def next(self):                                                         │
           │         If(self.reset, self.q_ == 0).Else(                                  │
           │             self.q_ == self.q                                               │
           │         )                                                                   │
           │         self.q == self.q_                                                   │
           │                                                                             │
           │ class Thermostat(Module):                                                   │
           │     def inputs(self):                                                       │
           │         self.temp = Real()                                                  │
           │                                                                             │
           │     def outputs(self):                                                      │
           │         self.heatOn = Boolean()                                             │
           │         self.heatOff = Boolean()                                            │
           │                                                                             │
           │     def instances(self):                                                    │
           │         self.thermostatState = Latch()                                      │
           │                                                                             │
           │     def next(self):                                                         │
           │         self.thermostatState.next()                                         │
           │         self.heatOn = ((self.temp > 22.0) & (self.thermostatState.q == 0))  │
           │         self.heatOff = ((self.temp < 18.0) & (self.thermostatState.q == 1)) │
           ╰─────────────────────────────────────────────────────────────────────────────╯
[20:57:32] ╭─────────── 🤖 Repaired: ───────────╮                                                                                                                                                                 utils.py:24
           │ class Latch(Module):               │
           │   def locals(self):                │
           │     self.reset = bool              │
           │                                    │
           │   def next(self):                  │
           │     ??                             │
           │                                    │
           │ class Thermostat(Module):          │
           │   def inputs(self):                │
           │     self.temp = Real()             │
           │                                    │
           │   def outputs(self):               │
           │     self.heatOn = bool             │
           │     self.heatOff = bool            │
           │                                    │
           │   def instances(self):             │
           │     self.thermostatState = Latch() │
           │                                    │
           │   def next(self):                  │
           │     self.thermostatState.next()    │
           │     self.heatOn = ??               │
           │     self.heatOff = ??              │
           │                                    │
           │                                    │
           ╰────────────────────────────────────╯
           ╭──────────────────────────────────────────────────────────────────────────────────────────── 🤖 Prompt: ────────────────────────────────────────────────────────────────────────────────────────────╮ utils.py:24
           │                                                                                                                                                                                                    │
           │ Fix the following Python code by replacing every occurrence of `??` with the correct code.                                                                                                         │
           │ ```python                                                                                                                                                                                          │
           │ class Latch(Module):                                                                                                                                                                               │
           │   def locals(self):                                                                                                                                                                                │
           │     self.reset = bool                                                                                                                                                                              │
           │                                                                                                                                                                                                    │
           │   def next(self):                                                                                                                                                                                  │
           │     ??                                                                                                                                                                                             │
           │                                                                                                                                                                                                    │
           │ class Thermostat(Module):                                                                                                                                                                          │
           │   def inputs(self):                                                                                                                                                                                │
           │     self.temp = Real()                                                                                                                                                                             │
           │                                                                                                                                                                                                    │
           │   def outputs(self):                                                                                                                                                                               │
           │     self.heatOn = bool                                                                                                                                                                             │
           │     self.heatOff = bool                                                                                                                                                                            │
           │                                                                                                                                                                                                    │
           │   def instances(self):                                                                                                                                                                             │
           │     self.thermostatState = Latch()                                                                                                                                                                 │
           │                                                                                                                                                                                                    │
           │   def next(self):                                                                                                                                                                                  │
           │     self.thermostatState.next()                                                                                                                                                                    │
           │     self.heatOn = ??                                                                                                                                                                               │
           │     self.heatOff = ??                                                                                                                                                                              │
           │                                                                                                                                                                                                    │
           │                                                                                                                                                                                                    │
           │ ```                                                                                                                                                                                                │
           │ Make sure that your code extends the `Module` class below and that it completes the following task.                                                                                                │
           │                                                                                                                                                                                                    │
           │ > A major use of energy worldwide is in heating, ventilation, and air conditioning (HVAC) systems. Model a thermostat with hysteresis, which regulates temperature to maintain a setpoint, or      │
           │ target temperature. It should have a state for heating and cooling. Suppose the setpoint is 20 degrees Celsius. If the heater is on, then the thermostat allows the temperature to rise past the   │
           │ setpoint to 22 degrees. If the heater is off, then it allows the temperature to drop past the setpoint to 18 degrees. There is a single input temperature with type real and two pure outputs      │
           │ heatOn and heatOff. These outputs will be present only when a change in the status of the heater is needed (i.e., when it is on and needs to be turned off, or when it is off and needs to be      │
           │ turned on). Use the variable names temp, heatOn and heatOff.                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │ Reply with your Python code inside one unique code block.                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │ ```python                                                                                                                                                                                          │
           │ class Module:                                                                                                                                                                                      │
           │     """An abstract class to represent a UCLID5 module."""                                                                                                                                          │
           │                                                                                                                                                                                                    │
           │     def types(self):                                                                                                                                                                               │
           │         """(Optional) Defines the type declarations.                                                                                                                                               │
           │         For example, the following implementation defines a 8-bit type called T:                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         def types(self):                                                                                                                                                                           │
           │             self.T = BitVector(8)                                                                                                                                                                  │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def locals(self):                                                                                                                                                                              │
           │         """(Optional) Defines the local variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an 8-bit variable x                                                                                                                      │
           │         and an integer variable y:                                                                                                                                                                 │
           │         ```                                                                                                                                                                                        │
           │         def locals(self):                                                                                                                                                                          │
           │             self.x = BitVector(8)                                                                                                                                                                  │
           │             self.y = Integer()                                                                                                                                                                     │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def inputs(self):                                                                                                                                                                              │
           │         """(Optional) Defines the input variables and their types.                                                                                                                                 │
           │         For example, the following implementation defines an input variable x,                                                                                                                     │
           │         which is an array of 8-bit bitvectors indexed by 2-bit bitvectors:                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def inputs(self):                                                                                                                                                                          │
           │             self.x = Array(BitVector(2), BitVector(8))                                                                                                                                             │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def outputs(self):                                                                                                                                                                             │
           │         """(Optional) Defines the output variables and their types.                                                                                                                                │
           │         For example, the following implementation defines an output variable y,                                                                                                                    │
           │         which is a real number:                                                                                                                                                                    │
           │         ```                                                                                                                                                                                        │
           │         def outputs(self):                                                                                                                                                                         │
           │             self.y = Real()                                                                                                                                                                        │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def shared_vars(self):                                                                                                                                                                         │
           │         """(Optional) Defines the shared variables and their types.                                                                                                                                │
           │         For example, the following implementation defines a shared variable z,                                                                                                                     │
           │         which is an array of booleans indexed by integers:                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         def shared_vars(self):                                                                                                                                                                     │
           │             self.z = Array(Integer(), Boolean())                                                                                                                                                   │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def instances(self):                                                                                                                                                                           │
           │         """(Optional) Defines the instances of other modules and relates their                                                                                                                     │
           │         input, output, and shared variables to local variables. Every instance                                                                                                                     │
           │         variable must be related to a local variable. For example, let M be                                                                                                                        │
           │         another module with inputs x and y, and output z. The following                                                                                                                            │
           │         implementation defines an instance of M called m, and connects M's                                                                                                                         │
           │         input variable x to the local variable self.a, M's input variable y to                                                                                                                     │
           │         the local variable self.b, and M's output variable z to the local                                                                                                                          │
           │         variable self.c:                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         def instances(self):                                                                                                                                                                       │
           │             self.m = M(x=self.a, y=self.b, z=self.c)                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def init(self):                                                                                                                                                                                │
           │         """(Optional) Defines how variables are initialized.                                                                                                                                       │
           │         For example, the following implementation initializes x to 0 if y is                                                                                                                       │
           │         greater than or equal to 20:                                                                                                                                                               │
           │         ```                                                                                                                                                                                        │
           │         def init(self):                                                                                                                                                                            │
           │             if self.y >= 20:                                                                                                                                                                       │
           │                 self.x = 0                                                                                                                                                                         │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def next(self):                                                                                                                                                                                │
           │         """(Optional) Defines the transition relation.                                                                                                                                             │
           │         For example, the following implementation increments x or decrements y                                                                                                                     │
           │         depending on z:                                                                                                                                                                            │
           │         ```                                                                                                                                                                                        │
           │         def next(self):                                                                                                                                                                            │
           │             if self.z:                                                                                                                                                                             │
           │                 self.x = self.x + 1                                                                                                                                                                │
           │             else:                                                                                                                                                                                  │
           │                 self.y = self.y - 1                                                                                                                                                                │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def specification(self):                                                                                                                                                                       │
           │         """(Optional) Defines the specification in terms of invariant properties.                                                                                                                  │
           │                                                                                                                                                                                                    │
           │         Returns:                                                                                                                                                                                   │
           │             bool: True if the specification is satisfied, False otherwise.                                                                                                                         │
           │                                                                                                                                                                                                    │
           │         For example, the following implementation defines two invariants:                                                                                                                          │
           │         ```                                                                                                                                                                                        │
           │         def specification(self):                                                                                                                                                                   │
           │             return self.x < 10 and self.y > 0                                                                                                                                                      │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │                                                                                                                                                                                                    │
           │     def proof(self):                                                                                                                                                                               │
           │         """(Optional) Defines the control block.                                                                                                                                                   │
           │         For example, the following implementation uses 1-induction to prove                                                                                                                        │
           │         that the specification always holds:                                                                                                                                                       │
           │         ```                                                                                                                                                                                        │
           │         def proof(self):                                                                                                                                                                           │
           │             induction(1)                                                                                                                                                                           │
           │         ```                                                                                                                                                                                        │
           │         """                                                                                                                                                                                        │
           │         pass                                                                                                                                                                                       │
           │ ```                                                                                                                                                                                                │
           │                                                                                                                                                                                                    │
           │ I can definitely do that! Here is the fixed Python code:                                                                                                                                           │
           │ ```python                                                                                                                                                                                          │
           │                                                                                                                                                                                                    │
           ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
[20:57:34] ╭───────────── 🧠 Response: ─────────────╮                                                                                                                                                             utils.py:42
           │ ```python                              │
           │ class Latch(Module):                   │
           │     def locals(self):                  │
           │         self.reset = bool              │
           │                                        │
           │     def next(self):                    │
           │         self.reset = False             │
           │                                        │
           │ class Thermostat(Module):              │
           │     def inputs(self):                  │
           │         self.temp = Real()             │
           │                                        │
           │     def outputs(self):                 │
           │         self.heatOn = bool             │
           │         self.heatOff = bool            │
           │                                        │
           │     def instances(self):               │
           │         self.thermostatState = Latch() │
           │                                        │
           │     def next(self):                    │
           │         self.thermostatState.next()    │
           │         self.heatOn = self.temp > 22   │
           │         self.heatOff = self.temp < 18  │
           │ ```                                    │
           ╰────────────────────────────────────────╯
           ╭──────────── 🤖 Extracted: ─────────────╮                                                                                                                                                             utils.py:24
           │                                        │
           │ class Latch(Module):                   │
           │     def locals(self):                  │
           │         self.reset = bool              │
           │                                        │
           │     def next(self):                    │
           │         self.reset = False             │
           │                                        │
           │ class Thermostat(Module):              │
           │     def inputs(self):                  │
           │         self.temp = Real()             │
           │                                        │
           │     def outputs(self):                 │
           │         self.heatOn = bool             │
           │         self.heatOff = bool            │
           │                                        │
           │     def instances(self):               │
           │         self.thermostatState = Latch() │
           │                                        │
           │     def next(self):                    │
           │         self.thermostatState.next()    │
           │         self.heatOn = self.temp > 22   │
           │         self.heatOff = self.temp < 18  │
           ╰────────────────────────────────────────╯
           ╭──────────── 🤖 Repaired: ─────────────╮                                                                                                                                                              utils.py:24
           │ class Latch(Module):                  │
           │   def locals(self):                   │
           │     self.reset = bool                 │
           │                                       │
           │   def next(self):                     │
           │     self.reset = False                │
           │                                       │
           │ class Thermostat(Module):             │
           │   def inputs(self):                   │
           │     self.temp = Real()                │
           │                                       │
           │   def outputs(self):                  │
           │     self.heatOn = bool                │
           │     self.heatOff = bool               │
           │                                       │
           │   def instances(self):                │
           │     self.thermostatState = Latch()    │
           │                                       │
           │   def next(self):                     │
           │     self.thermostatState.next()       │
           │     self.heatOn = (self.temp > 22.0)  │
           │     self.heatOff = (self.temp < 18.0) │
           │                                       │
           │                                       │
           ╰───────────────────────────────────────╯
           ╭────── 🤖 Stats: ──────╮                                                                                                                                                                              utils.py:24
           │ Original Lines: 18    │
           │ Final Lines:    23    │
           │ LLM Calls:      4     │
           │ LLM Time:       9.83s │
           │ Repair Time:    0.84s │
           ╰───────────────────────╯
