diff --git a/mkdocs.yml b/mkdocs.yml
index fd770701..6e87fcf8 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -86,7 +86,7 @@ plugins:
         python:
           paths: [src]
           selection:
-            docstring_style: numpy
+            docstring_style: google
           rendering:
             show_root_heading: false
             show_root_full_path: false
diff --git a/poetry.lock b/poetry.lock
index fe90ee81..5d2c1a5b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,87 +13,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
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+version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -111,13 +111,13 @@ speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
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-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
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 files = [
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 ]
 
 [package.dependencies]
@@ -162,19 +162,19 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
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 [package.extras]
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 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -269,13 +269,13 @@ resolved_reference = "7c947d7c8845307062b9483d795691814b99e75f"
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -359,127 +359,114 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.7"
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 [package.dependencies]
@@ -602,73 +589,73 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
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 [[package]]
@@ -884,61 +871,61 @@ pyflakes = ">=3.1.0,<3.2.0"
 
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 [[package]]
 name = "griffe"
-version = "1.5.1"
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 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
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 python-versions = ">=3.9"
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 [package.dependencies]
@@ -1213,13 +1200,13 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
 
 [[package]]
 name = "ipython"
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 ]
 
 [package.dependencies]
@@ -1357,13 +1344,13 @@ trio = ["async_generator", "trio"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.4"
+version = "3.1.5"
 description = "A very fast and expressive template engine."
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 [[package]]
 name = "keyring"
-version = "25.5.0"
+version = "25.6.0"
 description = "Store and access your passwords safely."
 optional = false
-python-versions = ">=3.8"
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 "jaraco.classes" = "*"
 "jaraco.context" = "*"
 "jaraco.functools" = "*"
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 [package.dependencies]
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 python-dateutil = ">=2.7"
 
 [package.extras]
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 [[package]]
 name = "matplotlib-inline"
@@ -1934,13 +1875,13 @@ pyyaml = ">=5.1"
 
 [[package]]
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 [[package]]
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 test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
@@ -2782,13 +2707,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.12"
+version = "10.13"
 description = "Extension pack for Python Markdown."
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -3342,12 +3267,12 @@ idna2008 = ["idna"]
 
 [[package]]
 name = "s2clientprotocol"
-version = "5.0.14.93272.0"
+version = "5.0.14.93333.0"
 description = "StarCraft II - client protocol."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -3355,37 +3280,41 @@ protobuf = "*"
 
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 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
diff --git a/src/ares/behaviors/behavior.py b/src/ares/behaviors/behavior.py
index 40086e4e..7e1031d1 100644
--- a/src/ares/behaviors/behavior.py
+++ b/src/ares/behaviors/behavior.py
@@ -12,19 +12,14 @@ class Behavior(Protocol):
     def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> bool:
         """Execute the implemented behavior.
 
-        Parameters
-        ----------
-        ai :
-            Bot object that will be running the game.
-        config :
-            Dictionary with the data from the configuration file.
-        mediator :
-            ManagerMediator used for getting information from other managers.
-
-        Returns
-        -------
-        bool :
-            Return value depends on combat / macro behavior interfaces.
+        Parameters:
+            ai: Bot object that will be running the game.
+            config: Dictionary with the data from the configuration file.
+            mediator: ManagerMediator used for getting information from other managers.
+
+        Returns:
+            bool: Return value depends on combat/macros behavior interfaces.
             See those interfaces for more info.
+
         """
         ...
diff --git a/src/ares/behaviors/combat/combat_behavior.py b/src/ares/behaviors/combat/combat_behavior.py
index d3254883..9df6b4cd 100644
--- a/src/ares/behaviors/combat/combat_behavior.py
+++ b/src/ares/behaviors/combat/combat_behavior.py
@@ -16,18 +16,13 @@ def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> boo
         Compared to CombatBehavior a MacroBehavior may be a larger isolated task.
         No need to return anything for a macro behavior.
 
-        Parameters
-        ----------
-        ai :
-            Bot object that will be running the game.
-        config :
-            Dictionary with the data from the configuration file.
-        mediator :
-            ManagerMediator used for getting information from other managers.
-
-        Returns
-        ----------
-        bool :
-            MacroBehavior carried out an action.
+        Args:
+            ai: Bot object that will be running the game.
+            config: Dictionary with the data from the configuration file.
+            mediator: ManagerMediator used for getting information from other managers.
+
+        Returns:
+            bool: MacroBehavior carried out an action.
+
         """
         ...
diff --git a/src/ares/behaviors/combat/combat_maneuver.py b/src/ares/behaviors/combat/combat_maneuver.py
index bd153628..78c98ed8 100644
--- a/src/ares/behaviors/combat/combat_maneuver.py
+++ b/src/ares/behaviors/combat/combat_maneuver.py
@@ -76,10 +76,9 @@ async def on_step(self, iteration):
             self.register_behavior(mine_drop)
     ```
 
-    Attributes
-    ----------
-    micros : list[Behavior] (optional, default: [])
-        A list of behaviors that should be executed. (Optional)
+    Attributes:
+        micros: A list of behaviors that should be executed. Defaults to an empty list.
+
     """
 
     micros: list[Behavior] = field(default_factory=list)
@@ -91,14 +90,9 @@ def add(
         ],
     ) -> None:
         """
-        Parameters
-        ----------
-        behavior : CombatBehavior
-            Add a new combat behavior to the current maneuver object.
-
-        Returns
-        -------
-            None
+        Args:
+            behavior: Add a new combat behavior to the current maneuver object.
+
         """
         self.micros.append(behavior)
 
diff --git a/src/ares/behaviors/combat/group/a_move_group.py b/src/ares/behaviors/combat/group/a_move_group.py
index 2a80f951..a715d3f6 100644
--- a/src/ares/behaviors/combat/group/a_move_group.py
+++ b/src/ares/behaviors/combat/group/a_move_group.py
@@ -24,14 +24,10 @@ class AMoveGroup(CombatGroupBehavior):
     self.register_behavior(AMoveGroup(units, self.game_info.map_center))
     ```
 
-    Attributes
-    ----------
-    group : list[Unit]
-        Units we want to control.
-    group_tags : set[int]
-        The group unit tags.
-    target: Point2
-        Where the unit is going.
+    Attributes:
+        group (list[Unit]): Units we want to control.
+        group_tags (set[int]): The group unit tags.
+        target (Point2): Where the unit is going.
     """
 
     group: list[Unit]
diff --git a/src/ares/behaviors/combat/group/combat_group_behavior.py b/src/ares/behaviors/combat/group/combat_group_behavior.py
index fe91ca07..cb34ba48 100644
--- a/src/ares/behaviors/combat/group/combat_group_behavior.py
+++ b/src/ares/behaviors/combat/group/combat_group_behavior.py
@@ -18,19 +18,13 @@ class CombatGroupBehavior(Behavior, Protocol):
     def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> bool:
         """Execute the implemented behavior.
 
-        Parameters
-        ----------
-        ai :
-            Bot object that will be running the game.
-        config :
-            Dictionary with the data from the configuration file.
-        mediator :
-            ManagerMediator used for getting information from other managers.
+        Parameters:
+            ai (AresBot): AresBot instance
+            config (dict): Dictionary with the data from the configuration file.
+            mediator (ManagerMediator): Mediator instance
 
-        Returns
-        ----------
-        bool :
-            CombatGroupBehavior carried out an action.
+        Returns:
+            bool: CombatGroupBehavior carried out an action.
         """
         ...
 
diff --git a/src/ares/behaviors/combat/group/group_use_ability.py b/src/ares/behaviors/combat/group/group_use_ability.py
index 9e5fe09e..f16f3b59 100644
--- a/src/ares/behaviors/combat/group/group_use_ability.py
+++ b/src/ares/behaviors/combat/group/group_use_ability.py
@@ -30,24 +30,19 @@ class GroupUseAbility(CombatGroupBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    ability: AbilityId
-        Ability we want to use.
-    group : list[Unit]
-        Units we want to control.
-    group_tags : set[int]
-        The group unit tags.
-    target: Union[Point2, Unit, None]
-        The target for this ability.
-    sync_command: bool (default=True)
-        If True, wait for all units to be ready before trying ability
+    Attributes:
+        ability: Ability we want to use.
+        group: Units we want to control.
+        group_tags: The group unit tags.
+        target: The target for this ability.
+        sync_command: (default=True) If True, wait for all units
+            to be ready before trying ability.
     """
 
     ability: AbilityId
     group: list[Unit]
     group_tags: set[int]
-    target: Union[Point2, Unit]
+    target: Union[Point2, Unit, None]
     sync_command: bool = True
 
     def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> bool:
diff --git a/src/ares/behaviors/combat/group/keep_group_safe.py b/src/ares/behaviors/combat/group/keep_group_safe.py
index 8aded3d9..1db9887e 100644
--- a/src/ares/behaviors/combat/group/keep_group_safe.py
+++ b/src/ares/behaviors/combat/group/keep_group_safe.py
@@ -24,16 +24,13 @@ class KeepGroupSafe(CombatGroupBehavior):
     self.register_behavior(AMoveGroup(units, self.game_info.map_center))
     ```
 
-    Attributes
-    ----------
-    group : list[Unit]
-        Units we want to control.
-    close_enemy : Union[Units, list[Unit]]
-        Nearby enemy.
-    grid : np.ndarray
-        Grid we should check for safety.
-    attack_in_range_enemy : bool (default=True)
-        Attack in range if weapon is ready.
+    Attributes:
+        group: Units we want to control.
+        close_enemy: Nearby enemy.
+        grid: Grid we should check for safety.
+        attack_in_range_enemy: Whether to attack in range if weapon is ready.
+            Defaults to True.
+
     """
 
     group: list[Unit]
diff --git a/src/ares/behaviors/combat/group/path_group_to_target.py b/src/ares/behaviors/combat/group/path_group_to_target.py
index 765d7b13..df8649c0 100644
--- a/src/ares/behaviors/combat/group/path_group_to_target.py
+++ b/src/ares/behaviors/combat/group/path_group_to_target.py
@@ -37,32 +37,24 @@ class PathGroupToTarget(CombatGroupBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    start : Point2
-        Where to start the path query.
-    group: list[Unit]
-        The actual group units.
-    group_tags : set[int]
-        The units to path.
-    grid : np.ndarray
-        2D Grid to path on.
-    target : Point2
-        Target destination.
-    success_at_distance : float (default: 0.0)
-        If unit has got this close, consider path behavior complete.
-    sensitivity : int (default: 5)
-        Path precision.
-    smoothing : bool (default: False)
-        Smooth out the path.
-    sense_danger : bool (default: False)
-        Check for dangers, if none are present pathing query is skipped.
-    danger_distance : float (default: 20.0)
-        If sense_danger=True, how far to check for dangers?
-    danger_threshold : float (default: 5.0)
-        Influence at which a danger is respected.
-    prevent_duplicate : bool (default: True)
-        Try to prevent spamming action.
+    Attributes:
+        start: Where to start the path query.
+        group: The actual group units.
+        group_tags: The units to path.
+        grid: 2D grid to path on.
+        target: Target destination.
+        success_at_distance: If the unit has gotten this close,
+            consider the path behavior complete. Defaults to 0.0.
+        sensitivity: Path precision. Defaults to 5.
+        smoothing: Whether to smooth out the path. Defaults to False.
+        sense_danger: Whether to check for dangers. If none are present,
+            the pathing query is skipped. Defaults to False.
+        danger_distance: If `sense_danger` is True, how far to check for dangers.
+            Defaults to 20.0.
+        danger_threshold: Influence at which a danger is respected.
+            Defaults to 5.0.
+        prevent_duplicate: Whether to try to prevent spamming actions.
+            Defaults to True.
     """
 
     start: Point2
diff --git a/src/ares/behaviors/combat/group/stutter_group_back.py b/src/ares/behaviors/combat/group/stutter_group_back.py
index 18e4a876..a920c955 100644
--- a/src/ares/behaviors/combat/group/stutter_group_back.py
+++ b/src/ares/behaviors/combat/group/stutter_group_back.py
@@ -30,18 +30,13 @@ class StutterGroupBack(CombatGroupBehavior):
     """Stutter a group back in unison.
 
 
-    Attributes
-    ----------
-    group : Unit
-        The group of units we want to control.
-    group_tags: Point2
-        The group unit tags.
-    group_position : Point2
-        The position where this group is situated.
-    target : Union[Point2, Unit]
-        Target for the group.
-    grid : np.ndarray
-        Grid this group will use to path on.
+    Attributes:
+        group: The group of units we want to control.
+        group_tags: The group unit tags.
+        group_position: The position where this group is situated.
+        target: Target for the group.
+        grid: Grid this group will use to path on.
+
     """
 
     group: list[Unit]
@@ -70,7 +65,7 @@ def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> boo
             if group_safe:
                 return True
             if len(self.group) > 1:
-                move_to_target: Point2 = self.calculate_retreat_position(ai)
+                move_to_target: Point2 = self._calculate_retreat_position(ai)
                 safe_spot: Point2 = mediator.find_closest_safe_spot(
                     from_pos=move_to_target, grid=self.grid
                 )
@@ -100,18 +95,8 @@ def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> boo
 
         return True
 
-    def calculate_retreat_position(self, ai: "AresBot") -> Point2:
-        """
-        Search 8 directions for somewhere to retreat to.
-
-        Parameters
-        ----------
-        ai
-
-        Returns
-        -------
-
-        """
+    def _calculate_retreat_position(self, ai: "AresBot") -> Point2:
+        """Search 8 directions for somewhere to retreat to."""
         distance = len(self.group) * 1.5
 
         map_bounds = ai.game_info.map_size
diff --git a/src/ares/behaviors/combat/group/stutter_group_forward.py b/src/ares/behaviors/combat/group/stutter_group_forward.py
index cdf27f70..ba9dfdbc 100644
--- a/src/ares/behaviors/combat/group/stutter_group_forward.py
+++ b/src/ares/behaviors/combat/group/stutter_group_forward.py
@@ -18,19 +18,13 @@
 class StutterGroupForward(CombatGroupBehavior):
     """Stutter a group forward in unison.
 
-    Attributes
-    ----------
-    group : list[Unit]
-        The group of units we want to control.
-    group_tags: set[int]
-        The group unit tags.
-    group_position : Point2
-        The position where this group is situated.
-    target : Union[Point2, Unit]
-        Target for the group.
-        Used if no enemies present.
-    enemies : Union[Units, list[Unit]]
-        The enemy units we want to stutter towards
+    Attributes:
+        group: The group of units we want to control.
+        group_tags: The group unit tags.
+        group_position: The position where this group is situated.
+        target: Target for the group, used if no enemies are present.
+        enemies: The enemy units we want to stutter towards.
+
     """
 
     group: list[Unit]
diff --git a/src/ares/behaviors/combat/individual/a_move.py b/src/ares/behaviors/combat/individual/a_move.py
index a87a33db..395a8bbb 100644
--- a/src/ares/behaviors/combat/individual/a_move.py
+++ b/src/ares/behaviors/combat/individual/a_move.py
@@ -24,12 +24,10 @@ class AMove(CombatIndividualBehavior):
     self.register_behavior(AMove(unit, self.game_info.map_center))
     ```
 
-    Attributes
-    ----------
-    unit : Unit
-        The unit to stay safe.
-    target: Point2
-        Where the unit is going.
+    Attributes:
+        unit: The unit to stay safe.
+        target: Where the unit is going.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/attack_target.py b/src/ares/behaviors/combat/individual/attack_target.py
index 1bbefb5c..09af2a63 100644
--- a/src/ares/behaviors/combat/individual/attack_target.py
+++ b/src/ares/behaviors/combat/individual/attack_target.py
@@ -25,12 +25,10 @@ class AttackTarget(CombatIndividualBehavior):
     self.register_behavior(AttackTarget(unit, target))
     ```
 
-    Attributes
-    ----------
-    unit: Unit
-        The unit to shoot.
-    target : Unit
-        The unit we want to shoot at.
+    Attributes:
+        unit: The unit to shoot.
+        target: The unit we want to shoot at.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/combat_individual_behavior.py b/src/ares/behaviors/combat/individual/combat_individual_behavior.py
index 7d448014..263aa3cc 100644
--- a/src/ares/behaviors/combat/individual/combat_individual_behavior.py
+++ b/src/ares/behaviors/combat/individual/combat_individual_behavior.py
@@ -16,19 +16,14 @@ def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> boo
         Compared to CombatBehavior a MacroBehavior may be a larger isolated task.
         No need to return anything for a macro behavior.
 
-        Parameters
-        ----------
-        ai :
-            Bot object that will be running the game.
-        config :
-            Dictionary with the data from the configuration file.
-        mediator :
-            ManagerMediator used for getting information from other managers.
-
-        Returns
-        ----------
-        bool :
-            True if this CombatIndividualBehavior carried out an action.
-            False otherwise.
+        Args:
+            ai: Bot object that will be running the game.
+            config: Dictionary with the data from the configuration file.
+            mediator: ManagerMediator used for getting information from other managers.
+
+        Returns:
+            bool: True if this CombatIndividualBehavior carried out an action,
+                False otherwise.
+
         """
         ...
diff --git a/src/ares/behaviors/combat/individual/drop_cargo.py b/src/ares/behaviors/combat/individual/drop_cargo.py
index 9a089b4b..3338c1ce 100644
--- a/src/ares/behaviors/combat/individual/drop_cargo.py
+++ b/src/ares/behaviors/combat/individual/drop_cargo.py
@@ -28,12 +28,10 @@ class DropCargo(CombatIndividualBehavior):
     self.register_behavior(DropCargo(unit, target))
     ```
 
-    Attributes
-    ----------
-    unit : Unit
-        The container unit.
-    target : Point2
-        The target position where to drop the cargo.
+    Attributes:
+        unit: The container unit.
+        target: The target position where to drop the cargo.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/keep_unit_safe.py b/src/ares/behaviors/combat/individual/keep_unit_safe.py
index 53c5f4b4..018f8bbb 100644
--- a/src/ares/behaviors/combat/individual/keep_unit_safe.py
+++ b/src/ares/behaviors/combat/individual/keep_unit_safe.py
@@ -29,12 +29,10 @@ class KeepUnitSafe(CombatIndividualBehavior):
     self.register_behavior(KeepUnitSafe(unit, grid))
     ```
 
-    Attributes
-    ----------
-    unit : Unit
-        The unit to stay safe.
-    grid : np.ndarray
-        2D Grid which usually contains enemy influence.
+    Attributes:
+        unit: The unit to stay safe.
+        grid: 2D grid which usually contains enemy influence.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/path_unit_to_target.py b/src/ares/behaviors/combat/individual/path_unit_to_target.py
index 655a779f..00e08d21 100644
--- a/src/ares/behaviors/combat/individual/path_unit_to_target.py
+++ b/src/ares/behaviors/combat/individual/path_unit_to_target.py
@@ -32,26 +32,21 @@ class PathUnitToTarget(CombatIndividualBehavior):
     self.register_behavior(PathUnitToTarget(unit, grid, target))
     ```
 
-    Attributes
-    ----------
-    unit : Unit
-        The unit to path.
-    grid : np.ndarray
-        2D Grid to path on.
-    target : Point2
-        Target destination.
-    success_at_distance : float (default: 0.0)
-        If unit has got this close, consider path behavior complete.
-    sensitivity : int (default: 5)
-        Path precision.
-    smoothing : bool (default: False)
-        Smooth out the path.
-    sense_danger : bool (default: True)
-        Check for dangers, if none are present pathing query is skipped.
-    danger_distance : float (default: 20.0)
-        If sense_danger=True, how far to check for dangers?
-    danger_threshold : float (default: 5.0)
-        Influence at which a danger is respected.
+    Attributes:
+        unit: The unit to path.
+        grid: 2D grid to path on.
+        target: Target destination.
+        success_at_distance: If the unit has gotten this close, consider path
+            behavior complete. Defaults to 0.0.
+        sensitivity: Path precision. Defaults to 5.
+        smoothing: Whether to smooth out the path. Defaults to False.
+        sense_danger: Whether to check for dangers. If none are present,
+            the pathing query is skipped. Defaults to True.
+        danger_distance: If `sense_danger` is True, how far to check for dangers.
+            Defaults to 20.0.
+        danger_threshold: Influence at which a danger is respected.
+            Defaults to 5.0.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/pick_up_cargo.py b/src/ares/behaviors/combat/individual/pick_up_cargo.py
index f36a71f5..535a4863 100644
--- a/src/ares/behaviors/combat/individual/pick_up_cargo.py
+++ b/src/ares/behaviors/combat/individual/pick_up_cargo.py
@@ -35,17 +35,13 @@ class PickUpCargo(CombatIndividualBehavior):
     self.register_behavior(PickUpCargo(unit, grid, pickup_targets))
     ```
 
-    Attributes
-    ----------
-    unit : Unit
-        The container unit.
-    grid : np.ndarray
-        Pathing grid for container unit.
-    pickup_targets : Union[Units, list[Unit]]
-        Units we want to load into the container.
-    cargo_switch_to_role : UnitRole (default: None)
-        Sometimes useful to switch cargo tp new role
-        immediately after loading.
+    Attributes:
+        unit: The container unit.
+        grid: Pathing grid for the container unit.
+        pickup_targets: Units we want to load into the container.
+        cargo_switch_to_role: Sometimes useful to switch cargo to
+            a new role immediately after loading. Defaults to None.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/place_predictive_aoe.py b/src/ares/behaviors/combat/individual/place_predictive_aoe.py
index dddb3477..f5849a6b 100644
--- a/src/ares/behaviors/combat/individual/place_predictive_aoe.py
+++ b/src/ares/behaviors/combat/individual/place_predictive_aoe.py
@@ -24,18 +24,14 @@ class PlacePredictiveAoE(CombatIndividualBehavior):
     TODO: Guess where the enemy is going based on how it's been moving.
         Cythonize this.
 
-    Attributes
-    ----------
-    unit: Unit
-        The unit to fire the AoE.
-    path : List[Point2]
-        How we're getting to the target position (the last point in the list)
-    enemy_center_unit: Unit
-        Enemy unit to calculate positions based on.
-    aoe_ability: AbilityId
-        AoE ability to use.
-    ability_delay: int
-        Amount of frames between using the ability and the ability occurring.
+    Attributes:
+        unit: The unit to fire the AoE.
+        path: How we're getting to the target position (the last point in the list).
+        enemy_center_unit: Enemy unit to calculate positions based on.
+        aoe_ability: AoE ability to use.
+        ability_delay: Amount of frames between using the ability and
+            the ability occurring.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/shoot_target_in_range.py b/src/ares/behaviors/combat/individual/shoot_target_in_range.py
index a4e9fbb9..94d4f11e 100644
--- a/src/ares/behaviors/combat/individual/shoot_target_in_range.py
+++ b/src/ares/behaviors/combat/individual/shoot_target_in_range.py
@@ -30,15 +30,12 @@ class ShootTargetInRange(CombatIndividualBehavior):
     self.register_behavior(ShootTargetInRange(unit, target))
     ```
 
-    Attributes
-    ----------
-    unit: Unit
-        The unit to shoot.
-    targets : Union[list[Unit], Units]
-        Units we want to check.
-    extra_range: float (optional)
-        Look outside unit weapon range.
-        This might be useful for hunting down low hp units.
+    Attributes:
+        unit: The unit to shoot.
+        targets: Units we want to check.
+        extra_range: Look outside the unit's weapon range.
+            This might be useful for hunting down low HP units.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/stutter_unit_back.py b/src/ares/behaviors/combat/individual/stutter_unit_back.py
index 4ed27f68..056ce48f 100644
--- a/src/ares/behaviors/combat/individual/stutter_unit_back.py
+++ b/src/ares/behaviors/combat/individual/stutter_unit_back.py
@@ -29,16 +29,12 @@ class StutterUnitBack(CombatIndividualBehavior):
     self.register_behavior(StutterUnitBack(unit, target))
     ```
 
-    Attributes
-    ----------
-    unit: Unit
-        The unit to shoot.
-    target : Unit
-        The unit we want to shoot at.
-    kite_via_pathing : bool
-        Kite back using pathing? Value for `grid` must be present.
-    grid : Optional[np.ndarray]
-        Pass in if using kite_via_pathing.
+    Attributes:
+        unit: The unit to shoot.
+        target: The unit we want to shoot at.
+        kite_via_pathing: Kite back using pathing? Value for `grid` must be present.
+        grid: Pass in if using `kite_via_pathing`.
+
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/stutter_unit_forward.py b/src/ares/behaviors/combat/individual/stutter_unit_forward.py
index b6c06e88..82f57fc3 100644
--- a/src/ares/behaviors/combat/individual/stutter_unit_forward.py
+++ b/src/ares/behaviors/combat/individual/stutter_unit_forward.py
@@ -27,12 +27,9 @@ class StutterUnitForward(CombatIndividualBehavior):
     self.register_behavior(StutterUnitForward(unit, target))
     ```
 
-    Attributes
-    ----------
-    unit: Unit
-        The unit to shoot.
-    target : Unit
-        The unit we want to shoot at.
+    Attributes:
+        unit: The unit to shoot.
+        target: The unit we want to shoot at.
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/combat/individual/use_ability.py b/src/ares/behaviors/combat/individual/use_ability.py
index a420bcd0..6fec9556 100644
--- a/src/ares/behaviors/combat/individual/use_ability.py
+++ b/src/ares/behaviors/combat/individual/use_ability.py
@@ -32,14 +32,11 @@ class UseAbility(CombatIndividualBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    ability : AbilityId
-        The ability we want to use.
-    unit : Unit
-        The unit to use the ability.
-    target: Union[Point2, Unit, None]
-        Target for this ability.
+    Attributes:
+        ability: The ability we want to use.
+        unit: The unit to use the ability.
+        target: Target for this ability.
+
     """
 
     ability: AbilityId
diff --git a/src/ares/behaviors/combat/individual/worker_kite_back.py b/src/ares/behaviors/combat/individual/worker_kite_back.py
index de86f772..a57361b1 100644
--- a/src/ares/behaviors/combat/individual/worker_kite_back.py
+++ b/src/ares/behaviors/combat/individual/worker_kite_back.py
@@ -34,12 +34,9 @@ class WorkerKiteBack(CombatIndividualBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    unit: Unit
-        The unit to shoot.
-    target : Unit
-        The unit we want to shoot at.
+    Attributes:
+        unit: The unit to shoot.
+        target: The unit we want to shoot at.
     """
 
     unit: Unit
diff --git a/src/ares/behaviors/macro/addon_swap.py b/src/ares/behaviors/macro/addon_swap.py
index 437b7b7f..1c6f742a 100644
--- a/src/ares/behaviors/macro/addon_swap.py
+++ b/src/ares/behaviors/macro/addon_swap.py
@@ -35,12 +35,9 @@ class AddonSwap(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    structure_needing_addon : Unit
-        The structure type we want the addon for
-    addon_required : UnitID
-        Type of addon required
+    Attributes:
+        structure_needing_addon: The structure type we want the addon for.
+        addon_required: Type of addon required.
     """
 
     structure_needing_addon: Unit
diff --git a/src/ares/behaviors/macro/auto_supply.py b/src/ares/behaviors/macro/auto_supply.py
index fc8cdebd..a69a59fe 100644
--- a/src/ares/behaviors/macro/auto_supply.py
+++ b/src/ares/behaviors/macro/auto_supply.py
@@ -28,18 +28,11 @@ class AutoSupply(MacroBehavior):
     self.register_behavior(AutoSupply(self.start_location))
     ```
 
-    Attributes
-    ----------
-    base_location : Point2
-        The base location where supply should be built.
-    return_true_if_supply_required : bool
-        Can't afford supply, but it's required, return true?
-        Useful if creating a `MacroPlan`
-
-    Returns
-    ----------
-    bool :
-        True if this Behavior carried out an action.
+    Attributes:
+        base_location: The base location where supply should be built.
+        return_true_if_supply_required: If supply can't be afforded but is
+            required, return true. Useful for creating a `MacroPlan`.
+
     """
 
     base_location: Point2
diff --git a/src/ares/behaviors/macro/build_structure.py b/src/ares/behaviors/macro/build_structure.py
index 8521b0fa..b141668f 100644
--- a/src/ares/behaviors/macro/build_structure.py
+++ b/src/ares/behaviors/macro/build_structure.py
@@ -33,32 +33,24 @@ class BuildStructure(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    base_location : Point2
-        The base location to build near.
-    structure_id : UnitTypeId
-        The structure type we want to build.
-    max_on_route : int (default=1)
-        The max number of workers on route to build this.
-    first_pylon : bool (default=False)
-        Will look for first pylon in placements dict
-    static_defence : bool (default=False)
-        Will look for static defence in placements dict
-    wall : bool (default=False)
-        Find wall placement if possible.
-        (Only main base currently supported)
-    closest_to : Point2 (optional)
-        Find placement at this base closest to
-    to_count: int (default=0)
-        Prevent going over this amount in total.
-        0 (default) turns this check off
-    to_count_per_base: int (default=0)
-        Prevent going over this amount at this base_location.
-        0 (default) turns this check off
-    tech_progress_check: float (optional=0.85)
-        Check if tech is ready before trying to build.
-        Setting value to 0.0 turns this check off
+    Attributes:
+        base_location: The base location to build near.
+        structure_id: The structure type we want to build.
+        max_on_route: The max number of workers on route to build this. Defaults to 1.
+        first_pylon: Will look for the first pylon in placements dict.
+            Defaults to False.
+        static_defence: Will look for static defense in placements dict.
+            Defaults to False.
+        wall: Find wall placement if possible. Only the main base is currently
+            supported. Defaults to False.
+        closest_to: Find placement at this base closest to the given point. Optional.
+        to_count: Prevent going over this amount in total.
+            Defaults to 0, turning this check off.
+        to_count_per_base: Prevent going over this amount at this base location.
+            Defaults to 0, turning this check off.
+        tech_progress_check: Check if tech is ready before trying to build.
+            Defaults to 0.85; setting it to 0.0 turns this check off.
+
     """
 
     base_location: Point2
diff --git a/src/ares/behaviors/macro/build_workers.py b/src/ares/behaviors/macro/build_workers.py
index 9806555d..b09fe523 100644
--- a/src/ares/behaviors/macro/build_workers.py
+++ b/src/ares/behaviors/macro/build_workers.py
@@ -25,10 +25,9 @@ class BuildWorkers(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    to_count : int
-        The target count of workers we want to hit.
+    Attributes:
+        to_count: The target count of workers we want to hit.
+
     """
 
     to_count: int
diff --git a/src/ares/behaviors/macro/expansion_controller.py b/src/ares/behaviors/macro/expansion_controller.py
index c3f38ec3..549434ed 100644
--- a/src/ares/behaviors/macro/expansion_controller.py
+++ b/src/ares/behaviors/macro/expansion_controller.py
@@ -28,21 +28,14 @@ class ExpansionController(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    to_count : int
-        The target base count.
-    can_afford_check : bool, optional
-        Check we can afford expansion.
-        Setting this to False will allow worker to move
-        to location ready to build expansion.
-        (default is `True`)
-    check_location_is_safe : bool, optional
-        Check we don't knowingly expand at a dangerous location.
-        (default is `True`)
-    max_pending : int, optional
-        Maximum pending townhalls at any time.
-        (default is `1`)
+    Attributes:
+        to_count: The target base count.
+        can_afford_check: Check if we can afford expansion. Setting this to False
+            will allow the worker to move to a location ready to build the expansion.
+            Defaults to True.
+        check_location_is_safe: Check if we don't knowingly expand at a dangerous
+            location. Defaults to True.
+        max_pending: Maximum pending townhalls at any time. Defaults to 1.
     """
 
     to_count: int
diff --git a/src/ares/behaviors/macro/gas_building_controller.py b/src/ares/behaviors/macro/gas_building_controller.py
index faf9df88..528e38db 100644
--- a/src/ares/behaviors/macro/gas_building_controller.py
+++ b/src/ares/behaviors/macro/gas_building_controller.py
@@ -27,14 +27,13 @@ class GasBuildingController(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    to_count : int
-        How many gas buildings would we like?
-    max_pending : int (optional)
-        How many gas pending at any time?
-    closest_to : Point2 (optional)
-        Find available geyser closest to this location.
+    Attributes:
+        to_count: How many gas buildings would we like?
+        max_pending: How many gas buildings can be pending at any time?
+            Defaults to 1.
+        closest_to: Find available geyser closest to this location.
+            Optional, defaults to `None`
+
     """
 
     to_count: int
diff --git a/src/ares/behaviors/macro/macro_behavior.py b/src/ares/behaviors/macro/macro_behavior.py
index cf76cccf..334393b2 100644
--- a/src/ares/behaviors/macro/macro_behavior.py
+++ b/src/ares/behaviors/macro/macro_behavior.py
@@ -16,18 +16,13 @@ def execute(self, ai: "AresBot", config: dict, mediator: ManagerMediator) -> boo
         Compared to CombatBehavior a MacroBehavior may be a larger isolated task.
         No need to return anything for a macro behavior.
 
-        Parameters
-        ----------
-        ai :
-            Bot object that will be running the game.
-        config :
-            Dictionary with the data from the configuration file.
-        mediator :
-            ManagerMediator used for getting information from other managers.
-
-        Returns
-        ----------
-        bool :
-            MacroBehavior carried out an action.
+        Args:
+            ai: Bot object that will be running the game.
+            config: Dictionary with the data from the configuration file.
+            mediator: ManagerMediator used for getting information from other managers.
+
+        Returns:
+            bool: MacroBehavior carried out an action.
+
         """
         ...
diff --git a/src/ares/behaviors/macro/macro_plan.py b/src/ares/behaviors/macro/macro_plan.py
index e71f07f3..913879ac 100644
--- a/src/ares/behaviors/macro/macro_plan.py
+++ b/src/ares/behaviors/macro/macro_plan.py
@@ -36,10 +36,9 @@ class MacroPlan(Behavior):
     self.ai.register_behavior(macro_plan)
     ```
 
-    Attributes
-    ----------
-    macros : list[Behavior] (optional, default: [])
-        A list of behaviors that should be executed
+    Attributes:
+        macros: A list of behaviors that should be executed. Defaults to an empty list.
+
     """
 
     macros: list[Behavior] = field(default_factory=list)
diff --git a/src/ares/behaviors/macro/mining.py b/src/ares/behaviors/macro/mining.py
index 20bfbbe4..9e6e18ab 100644
--- a/src/ares/behaviors/macro/mining.py
+++ b/src/ares/behaviors/macro/mining.py
@@ -53,27 +53,25 @@ class Mining(MacroBehavior):
     self.register_behavior(Mining())
     ```
 
-    Attributes
-    ----------
-    flee_at_health_perc : float, optional
-        If worker is in danger, at what health perc should it flee (default is 0.5).
-    keep_safe : bool, optional
-        Workers flee if they are in danger? (default is True).
-    long_distance_mine : bool, optional
-        If worker has nothing to do, can it long distance mine (default is True).
-    mineral_boost : bool, optional
-        Turn mineral boosting off / on (default is True).
-    vespene_boost : bool, optional
-        Turn vespene boosting off / on (only active when workers_per_gas < 3)
-        WARNING: VESPENE BOOSTING CURRENTLY NOT WORKING
-        (default is True).
-    workers_per_gas : bool, optional (default: 3)
-        Control how many workers are assigned to each gas.
-    self_defence_active : bool, optional (default: True)
-        If set to True, workers will have some basic defence.
-        Certain workers will attack enemy in range.
-    safe_long_distance_mineral_fields : Optional[Units], optional (default is None)
-        Used internally, value is set if a worker starts long distance mining.
+    Attributes:
+        flee_at_health_perc: If worker is in danger, at what
+            health percentage should it flee? Defaults to 0.5.
+        keep_safe: Should workers flee if they are in danger?
+            Defaults to True.
+        long_distance_mine: Can the worker long distance mine if it has nothing to do?
+            Defaults to True.
+        mineral_boost: Turn mineral boosting on or off. Defaults to True.
+        vespene_boost: Turn vespene boosting on or off
+            (only active when workers_per_gas < 3).
+            WARNING: VESPENE BOOSTING CURRENTLY NOT WORKING.
+            Defaults to True.
+        workers_per_gas: Control how many workers are assigned to each gas.
+            Defaults to 3.
+        self_defence_active: If set to True, workers will have some basic defence.
+            Certain workers will attack enemy in range. Defaults to True.
+        safe_long_distance_mineral_fields: Used internally, set when a worker starts
+            long distance mining. Defaults to None.
+
     """
 
     flee_at_health_perc: float = 0.5
diff --git a/src/ares/behaviors/macro/production_controller.py b/src/ares/behaviors/macro/production_controller.py
index bbcd943e..147cbba9 100644
--- a/src/ares/behaviors/macro/production_controller.py
+++ b/src/ares/behaviors/macro/production_controller.py
@@ -49,36 +49,25 @@ class ProductionController(MacroBehavior):
 
     ```
 
-    Attributes
-    ----------
-    army_composition_dict : dict[UnitID: float, bool]
-        A dictionary that details how an army composition should be made up.
-        The proportional values should all add up to 1.0.
-        With a priority integer to give units emphasis.
-    base_location : Point2
-        Where abouts do we build production?
-    add_production_at_bank : Tuple[int, int], optional
-        When we reach this bank size, work out what extra production
-        would be useful.
-        Tuple where first value is minerals and second is vespene.
-        (default = `(300, 300)`)
-    alpha : float, optional
-        Controls how much production to add when bank is
-        higher than `add_production_at_bank`.
-        (default = `0.9`)
-    unit_pending_progress : float, optional
-        Check for production structures almost ready
-        For example a marine might almost be ready, meaning
-        we don't need to add extra production just yet.
-         (default = 0.8)
-    ignore_below_proportion: float, optional
-        If we don't want many of this unit, no point adding production.
-        Will check if possible to build unit first.
-        Default is `0.05`
-    should_repower_structures: bool, optional
-        Search for unpowered structures, and build a new
-        pylon as needed.
-        Default is `True`
+    Attributes:
+        army_composition_dict: A dictionary detailing how an army composition
+            should be made up. The proportional values should all add up to 1.0,
+            with a priority integer for unit emphasis.
+        base_location: The location where production should be built.
+        add_production_at_bank: When the bank reaches this size, calculate what
+            extra production would be useful. Tuple where the first value is
+            minerals and the second is vespene. Defaults to `(300, 300)`.
+        alpha: Controls how much production to add when the bank is higher than
+            `add_production_at_bank`. Defaults to `0.9`.
+        unit_pending_progress: Check for production structures almost ready.
+            For example, a marine might almost be ready, meaning we don't need to
+            add extra production just yet. Defaults to `0.8`.
+        ignore_below_proportion: If we don't want many of a unit, there's no point
+            adding production. Checks if it's possible to build a unit first.
+            Defaults to `0.05`.
+        should_repower_structures: Search for unpowered structures and build a
+            new pylon if needed. Defaults to `True`.
+
     """
 
     army_composition_dict: dict[UnitID, dict[str, float, str, int]]
diff --git a/src/ares/behaviors/macro/spawn_controller.py b/src/ares/behaviors/macro/spawn_controller.py
index cce32da7..e72fb063 100644
--- a/src/ares/behaviors/macro/spawn_controller.py
+++ b/src/ares/behaviors/macro/spawn_controller.py
@@ -39,28 +39,27 @@ class SpawnController(MacroBehavior):
 
     ```
 
-    Attributes
-    ----------
-    army_composition_dict : dict[UnitID: float, bool]
-        A dictionary that details how an army composition should be made up.
-        The proportional values should all add up to 1.0.
-        With a priority integer to give units emphasis.
-    freeflow_mode : bool (default: False)
-        If set to True, army comp proportions are ignored, and resources
-        will be spent freely.
-    ignore_proportions_below_unit_count : int (default 0)
-        In early game units effect the army proportions significantly.
-        This allows some units to be freely built before proportions are respected.
-    over_produce_on_low_tech : bool (default True)
-        If there is only tech available for one unit, this will allow this
-        unit to be constantly produced.
-    ignored_build_from_tags : set[int]
-        Prevent spawn controller from morphing from these tags
-        Example: Prevent selecting barracks that needs to build an addon
-    maximum : int (default 20)
-        The maximum unit type we can produce in a single step.
-    spawn_target : Union[Point2, None] (default None)
-        Prioritize spawning units near this location.
+    Attributes:
+        army_composition_dict: A dictionary detailing how an army
+            composition should be made up. The proportional values should
+            all add up to 1.0, with a priority integer for unit emphasis.
+        freeflow_mode: If set to True, army composition proportions are ignored,
+            and resources will be spent freely.
+            Defaults to `False`.
+        ignore_proportions_below_unit_count: In early game, units affect the
+            army proportions significantly. This allows some units to be freely
+            built before proportions are respected. Defaults to `0`.
+        over_produce_on_low_tech: If only one tech is available for a unit,
+            this allows that unit to be constantly produced.
+            Defaults to `True`.
+        ignored_build_from_tags: A set of tags to prevent the spawn controller
+            from morphing from these tags.
+            Example: Prevent selecting barracks that need to build an addon.
+        maximum: The maximum number of a unit type that can be produced
+            in a single step. Defaults to `20`.
+        spawn_target: A location to prioritize spawning units near.
+        Defaults to `None`.
+
 
     """
 
diff --git a/src/ares/behaviors/macro/tech_up.py b/src/ares/behaviors/macro/tech_up.py
index 753eb424..e578881c 100644
--- a/src/ares/behaviors/macro/tech_up.py
+++ b/src/ares/behaviors/macro/tech_up.py
@@ -38,20 +38,12 @@ class TechUp(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    desired_tech : Union[UpgradeId, UnitTypeId]
-        What is the desired thing we want?
-    base_location : bool
-        The main building location to make tech.
-    ignore_existing_techlabs : bool
-        Will keep building techlabs even if others exist
-        (default = False)
-
-    Returns
-    ----------
-    bool :
-        True if this Behavior carried out an action.
+    Attributes:
+        desired_tech: The desired upgrade or unit type.
+        base_location: The main building location to make tech.
+        ignore_existing_techlabs: If set to `True`, will
+            keep building techlabs even if others exist.
+            Defaults to `False`.
 
     """
 
diff --git a/src/ares/behaviors/macro/upgrade_controller.py b/src/ares/behaviors/macro/upgrade_controller.py
index 0695c543..1a74b151 100644
--- a/src/ares/behaviors/macro/upgrade_controller.py
+++ b/src/ares/behaviors/macro/upgrade_controller.py
@@ -44,17 +44,10 @@ class UpgradeController(MacroBehavior):
     )
     ```
 
-    Attributes
-    ----------
-    upgrade_list : list[UpgradeId]
-        List of desired upgrades.
-    base_location : Point2
-        Where to build upgrade buildings.
-
-    Returns
-    ----------
-    bool :
-        True if this Behavior carried out an action.
+    Attributes:
+        upgrade_list: List of desired upgrades.
+        base_location: Location to build upgrade buildings.
+
     """
 
     upgrade_list: list[UpgradeId]
diff --git a/src/ares/behaviors/maneuver_recipes/dropship_recipes.py b/src/ares/behaviors/maneuver_recipes/dropship_recipes.py
index 1211d4ad..aff976cf 100644
--- a/src/ares/behaviors/maneuver_recipes/dropship_recipes.py
+++ b/src/ares/behaviors/maneuver_recipes/dropship_recipes.py
@@ -29,40 +29,27 @@ def pickup_and_transport_cargo(
         success_at_distance: float = 2.0,
     ) -> CombatManeuver:
         """
-        This is similar to `pickup_transport_and_drop_units`
-        But DOES NOT drop off the units
+            This is similar to `pickup_transport_and_drop_units`
+            But DOES NOT drop off the units
 
-        WARNING: Ensure `units_to_transport` are not already near
-        the dropoff point, or this might cause an infinite cycle.
+            WARNING: Ensure `units_to_transport` are not already near
+            the dropoff point, or this might cause an infinite cycle.
 
-        Parameters
-        ----------
-        unit :
-            This is the medivac / prism / overlord
-        units_to_transport :
-            Units we want to transport.
-            This can be an empty list if the units are
-            already in the dropship cargo.
-        air_grid :
-            The airgrid our dropship can path on
-        target :
-            Where to drop our cargo:
-        should_drop_units : Optional
-            Drop off units when reaching destination
-        keep_dropship_safe : Optional
-            Setting this to true will keep dropship safe
-            if nothing else to do.
-        cargo_switch_to_role : Optional
-            When picking up a unit this will switch their role.
-            This is useful in that soon as the unit
-            is dropped off it will be ready to do its
-            new task.
-        success_at_distance : Optional
-            The pathing behavior will be considered complete
-            when this distance from `target`.
+        Parameters:
+            unit: The medivac, prism, or overlord.
+            units_to_transport: Units to be transported, can be empty
+                if they are already in the dropship cargo.
+            air_grid: The airgrid for dropship pathing.
+            target: The destination for cargo drop.
+            should_drop_units: Whether to drop units when reaching the destination.
+                Defaults to True
+            keep_dropship_safe: If set to True, the dropship will be
+                kept safe if no other tasks are present. Defaults to True.
+            cargo_switch_to_role: Switch the unit's role when picked up, useful for
+                task readiness after drop. Defaults to None.
+            success_at_distance: The behavior is complete when the unit is within
+                this distance from `target`. Defaults to 2.0.
 
-        Returns
-        -------
         """
         maneuver: CombatManeuver = CombatManeuver()
         maneuver.add(
diff --git a/src/ares/behaviors/maneuver_recipes/general_unit_recipes.py b/src/ares/behaviors/maneuver_recipes/general_unit_recipes.py
index d36d1009..7e690bfa 100644
--- a/src/ares/behaviors/maneuver_recipes/general_unit_recipes.py
+++ b/src/ares/behaviors/maneuver_recipes/general_unit_recipes.py
@@ -37,34 +37,27 @@ def move_to_safe_target(
             )
         )
         ```
+        Parameters:
+            unit: The unit to control.
+            grid: The grid this unit should path on.
+            target: The general target for the unit to move to.
+            mediator: A reference to the ares-sc2 mediator object.
+            success_at_distance: The distance from the target at which
+                the pathing task is considered complete.
+                Defaults to 0.0
+            radius: The radius to search for safe spots.
+                Defaults to 12.
+            sensitivity: The precision of the pathing query.
+                A value of 1 indicates highly accurate pathing.
+                Defaults to 2.
+            sense_danger: Whether to search for nearby danger on the grid.
+                If no danger is found, the pathing query will be skipped.
+                Defaults to True.
+            smoothing: Whether to smooth out the path.
+                Defaults to False.
 
-        Parameters
-        ----------
-        unit :
-            The unit we want to control
-        grid :
-            The intended grid this unit should path on.
-        target :
-            General target this unit should move to.
-        mediator :
-            Reference to ares-sc2 mediator object.
-        success_at_distance :
-            If unit is within this distance to target,
-            we consider the pathing task complete.
-        radius :
-            How far to search for safe spots.
-        sensitivity :
-            How precise the pathing query should be.
-            1 for a highly accurate path
-        sense_danger :
-            Search for near danger on `grid`
-            If none are found, skip pathing query
-        smoothing :
-            Smooth out the path
 
-        Returns
-        -------
-        CombatManeuver :
+        Returns: CombatManeuver
             A CombatManeuver object with a single PathUnitToTarget behavior.
         """
         maneuver: CombatManeuver = CombatManeuver()
diff --git a/src/ares/behaviors/maneuver_recipes/ranged_micro_recipes.py b/src/ares/behaviors/maneuver_recipes/ranged_micro_recipes.py
index 099b14bf..a9c52c87 100644
--- a/src/ares/behaviors/maneuver_recipes/ranged_micro_recipes.py
+++ b/src/ares/behaviors/maneuver_recipes/ranged_micro_recipes.py
@@ -41,25 +41,17 @@ def shoot_and_move_to_target(
         )
         ```
 
-        Parameters
-        ----------
-        unit :
-            The unit we want to control
-        enemy_units :
-            The intended grid this unit should path on.
-        target :
-            General target this unit should move to.
-        grid :
-            Reference to ares-sc2 mediator object.
-        dist_to_target :
-            How far to search for safe spots.
-        keep_safe :
-            Should keep unit safe if nothing else to do?
+        Parameters:
+            unit: The unit to control.
+            enemy_units: The enemy units this unit should avoid.
+            target: General target this unit should move to.
+            grid: The grid to path on.
+            dist_to_target: Distance to the target.
+            keep_safe: Should the unit stay safe if no other actions are needed?
+
+        Returns:
+            CombatManeuver: A CombatManeuver object that should be registered.
 
-        Returns
-        -------
-        CombatManeuver :
-            A CombatManeuver object that should be registered.
         """
         ranged_micro_maneuver: CombatManeuver = CombatManeuver()
         ranged_micro_maneuver.add(ShootTargetInRange(unit, enemy_units))
diff --git a/src/ares/build_runner/build_order_parser.py b/src/ares/build_runner/build_order_parser.py
index e2b856c9..58130eb4 100644
--- a/src/ares/build_runner/build_order_parser.py
+++ b/src/ares/build_runner/build_order_parser.py
@@ -27,17 +27,13 @@ class BuildOrderParser:
     """Parses a build order string into a list of `BuildOrderStep`.
 
     Attributes:
-    -----------
-    ai: `AresBot`
-        The bot instance.
-    build_order_step_dict: Optional[Dict]
-        A dictionary of `BuildOrderStep` objects representing
-        the recognized build order commands.
+        ai: The bot instance.
+        build_order_step_dict: A dictionary of `BuildOrderStep` objects representing
+            the recognized build order commands.
 
     Methods:
-    --------
-    parse() -> List[BuildOrderStep]:
-        Parses the `raw_build_order` attribute into a list of `BuildOrderStep`.
+        parse: Parses the `raw_build_order` attribute into a list of `BuildOrderStep`.
+
     """
 
     ai: "AresBot"
diff --git a/src/ares/build_runner/build_order_runner.py b/src/ares/build_runner/build_order_runner.py
index ab8980ea..f76a93de 100644
--- a/src/ares/build_runner/build_order_runner.py
+++ b/src/ares/build_runner/build_order_runner.py
@@ -42,31 +42,22 @@ class BuildOrderRunner:
     """
     A class to run a build order for an AI.
 
-    Attributes
-    ----------
-    ai : AresBot
-        The AI that the build order is for.
-    _chosen_opening : str
-        The name of the opening being used for the build order.
-    config : dict
-        The configuration dictionary for the AI.
-    mediator : ManagerMediator
-        The ManagerMediator object used for communicating with managers.
-    build_order : list[BuildOrderStep]
-        The build order list.
-    build_step : int
-        The current build order step index.
-    current_step_started : bool
-        True if the current build order step has started, False otherwise.
-    _opening_build_completed : bool
-        True if the opening build is completed, False otherwise.
-
-    Methods
-    -------
-    run_build()
-        Runs the build order.
-    do_step(step: BuildOrderStep)
-        Runs a specific build order step.
+    Attributes:
+        ai: The AI that the build order is for.
+        _chosen_opening: The name of the opening being used for the build order.
+        config: The configuration dictionary for the AI.
+        mediator: The ManagerMediator object used for communicating with managers.
+        build_order: The build order list.
+        build_step: The current build order step index.
+        current_step_started: True if the current build order step has started,
+            False otherwise.
+        _opening_build_completed: True if the opening build is completed,
+            False otherwise.
+
+    Methods:
+        run_build: Runs the build order.
+        do_step: Runs a specific build order step.
+
     """
 
     AUTO_SUPPLY_AT_SUPPLY: str = "AutoSupplyAtSupply"
@@ -484,17 +475,14 @@ async def get_position(
         "expand @ nat" :
             ``if structure_type == self.ai.base_townhall_type and target == "NAT":``
                 ``return self.manager_mediator.get_own_nat``
-        Parameters
-        ----------
-        structure_type :
-            The type of structure to build
-        target :
-            Where the structure should be built
-        Returns
-        -------
-        Point2, Unit :
+        Parameters:
+            structure_type: The type of structure to build
+            target: Where the structure should be built
+
+        Returns:
             The actual game location where the structure should be built
-            Or vespene geyser Unit for gas buildings
+            or vespene geyser Unit for gas buildings
+
         """
         if structure_type in GAS_BUILDINGS:
             existing_gas_buildings: Units = self.ai.all_units(GAS_BUILDINGS)
@@ -568,14 +556,13 @@ async def get_position(
 
     def get_structure(self, target: str) -> Optional[Unit]:
         """Get the first structure matching the specified type.
-        Parameters
-        ----------
-        target :
-            Type of building to be returned.
-        Returns
-        -------
-        Optional[Unit] :
-            Unit of the structure type if found.
+
+        Parameters:
+            target: Type of building to be returned
+
+        Returns:
+            The unit of the structure type if found, otherwise None
+
         """
         # this block is currently for chrono
         if isinstance(target, UnitID):
diff --git a/src/ares/build_runner/build_order_step.py b/src/ares/build_runner/build_order_step.py
index f404085b..93a33dfb 100644
--- a/src/ares/build_runner/build_order_step.py
+++ b/src/ares/build_runner/build_order_step.py
@@ -12,26 +12,16 @@
 class BuildOrderStep:
     """Individual BuildOrderStep.
 
-    Attributes
-    ----------
-    command : Union[AbilityId, UnitID, UpgradeId, BuildOrderOptions]
-        What should happen in this step of the build order.
-
-        Examples
-        --------
-        Extractor trick : AbilityId.CANCEL
-        Train a Drone : UnitID.DRONE
-        Research Zergling Speed: UpgradeId.ZERGLINGMOVEMENTSPEED
-    start_condition: Callable
-        What should be checked to determine when this step should start
-    end_condition: Callable
-        What should be checked to determine when this step has been completed
-    command_started: bool
-        Whether this step has started
-    start_at_supply: int
-        What supply should this step commence at
-    target: str
-        Specifier in the case that additional information is needed to complete the step
+    Attributes:
+        command: What should happen in this step of the build order.
+        start_condition: What should be checked to determine when this
+            step should start.
+        end_condition: What should be checked to determine when this
+            step has been completed.
+        command_started: Whether this step has started.
+        start_at_supply: What supply should this step commence at.
+        target: Specifier in the case that additional information is
+            needed to complete the step.
 
     """
 
diff --git a/src/ares/managers/ability_tracker_manager.py b/src/ares/managers/ability_tracker_manager.py
index 277c292f..412b3bd3 100644
--- a/src/ares/managers/ability_tracker_manager.py
+++ b/src/ares/managers/ability_tracker_manager.py
@@ -19,13 +19,12 @@
 class AbilityTrackerManager(Manager, IManagerMediator):
     """Manager to handle manually tracking abilities of units.
 
-    Attributes
-    ----------
-    ability_frame_cd_dict : Dict[AbilityId, int]
-        Dictionary with the cooldown of usable abilities for faster lookup.
-    unit_to_ability_dict : Dict[int, Dict[AbilityId, int]]
-        Dictionary of the unit tag to a dictionary of each Ability and when it was last
-        used.
+    Attributes:
+        ability_frame_cd_dict: Dictionary with the cooldown of
+            usable abilities for faster lookup.
+        unit_to_ability_dict: Dictionary of the unit tag to a
+            dictionary of each Ability and when it was last used.
+
 
     """
 
diff --git a/src/ares/managers/manager_mediator.py b/src/ares/managers/manager_mediator.py
index ef7ad5a4..50ed5d96 100644
--- a/src/ares/managers/manager_mediator.py
+++ b/src/ares/managers/manager_mediator.py
@@ -1,6 +1,4 @@
-"""Enable cross manager communication.
-
-"""
+"""Enable cross manager communication."""
 
 from abc import ABCMeta, abstractmethod
 from typing import (
@@ -9,7 +7,6 @@
     Callable,
     DefaultDict,
     Dict,
-    List,
     Optional,
     Set,
     Tuple,
@@ -51,21 +48,17 @@ def manager_request(
     ) -> Any:
         """How requests will be structured.
 
-        Parameters
-        ----------
-        receiver :
-            The Manager the request is being sent to.
-        request :
-            The Manager that made the request
-        reason :
-            Why the Manager has made the request
-        kwargs :
-            If the ManagerRequest is calling a function, that function's keyword
-            arguments go here.
+        Parameters:
+            receiver: The Manager the request is being sent to.
+            request: The Manager that made the request.
+            reason: Why the Manager has made the request.
+            kwargs: If the ManagerRequest is calling a function,
+                that function's keyword arguments go here.
+
+        Returns:
+            Could be anything!
+            Check docs for individual mediator requests for more info.
 
-        Returns
-        -------
-        Any
 
         """
         pass
@@ -80,16 +73,11 @@ class ManagerMediator(IManagerMediator):
     def __init__(self) -> None:
         self.managers: Dict[str, "Manager"] = {}  # noqa
 
-    def add_managers(self, managers: List["Manager"]) -> None:  # noqa
+    def add_managers(self, managers: list["Manager"]) -> None:  # noqa
         """Generate manager dictionary.
 
-        Parameters
-        ----------
-        managers :
-            List of all Managers capable of handling ManagerRequests.
-        Returns
-        ----------
-        None
+        Parameters:
+            managers: List of all Managers capable of handling ManagerRequests.
         """
         for manager in managers:
             self.managers[str(type(manager).__name__)] = manager
@@ -103,21 +91,15 @@ def manager_request(
     ) -> Any:
         """Function to request information from a manager.
 
-        Parameters
-        ----------
-        receiver :
-            Manager receiving the request.
-        request :
-            Requested attribute/function call.
-        reason :
-            Why the request is being made.
-        kwargs :
-            Keyword arguments (if any) to be passed to the requested function.
+        Parameters:
+            receiver: Manager receiving the request.
+            request: Requested attribute/function call.
+            reason: Why the request is being made.
+            kwargs: Keyword arguments (if any) to be passed to the requested function.
+
+        Returns:
+            Any: There are too many possible return types to list all of them.
 
-        Returns
-        -------
-        Any :
-            There are too many possible return types to list all of them.
 
         """
         return self.managers[receiver.value].manager_request(
@@ -144,9 +126,7 @@ def get_unit_to_ability_dict(self) -> dict[int, Any]:
 
         AbilityTrackerManager.
 
-        Returns
-        -------
-        Dict[int, Any] :
+        Returns:
             Unit tag to abilities and the next frame they can be casted.
 
         """
@@ -155,7 +135,7 @@ def get_unit_to_ability_dict(self) -> dict[int, Any]:
             ManagerRequestType.GET_UNIT_TO_ABILITY_DICT,
         )
 
-    def update_unit_to_ability_dict(self, **kwargs):
+    def update_unit_to_ability_dict(self, **kwargs) -> None:
         """Update tracking to reflect ability usage.
 
         After a unit uses an ability it should call this to update the frame the
@@ -163,16 +143,9 @@ def update_unit_to_ability_dict(self, **kwargs):
 
         AbilityTrackerManager.
 
-        Parameters
-        ----------
-        ability : AbilityId
-            The AbilityId that was used.
-        unit_tag : int
-            The tag of the Unit that used the ability
-
-        Returns
-        ----------
-        None
+        Parameters:
+            ability (AbilityId): The AbilityId that was used.
+            unit_tag (int): The tag of the Unit that used the ability.
 
         """
         return self.manager_request(
@@ -190,22 +163,17 @@ def build_with_specific_worker(self, **kwargs) -> bool:
 
         BuildingManager.
 
-        Parameters
-        -----
-        worker : Unit
-            The chosen worker.
-        structure_type : UnitID
-            What type of structure to build.
-        pos : Point2
-            Where the structure should be placed.
-        building_purpose : BuildingPurpose
-            Why the structure is being placed.
+        Parameters:
+            worker (Unit): The chosen worker.
+            structure_type (UnitTypeId): What type of structure to build.
+            pos (Point2): Where the structure should be placed.
+            building_purpose (BuildingPurpose): Why the structure is being placed.
+
+        Returns:
+            bool: True if a position for the building is found and
+            the worker is valid, otherwise False.
+
 
-        Returns
-        -------
-        bool :
-            True if a position for the building is found and the worker is valid,
-            otherwise False
 
         """
         return self.manager_request(
@@ -222,14 +190,9 @@ def cancel_structure(self, **kwargs) -> None:
 
         BuildingManager.
 
-        Parameters
-        ----------
-        structure : Unit
-            The actual structure to cancel.
+        Parameters:
+            structure (Unit): The actual structure to cancel.
 
-        Returns
-        ----------
-        None
         """
         return self.manager_request(
             ManagerName.BUILDING_MANAGER,
@@ -243,11 +206,10 @@ def get_building_counter(self) -> DefaultDict[UnitID, int]:
 
         BuildingManager.
 
-        Returns
-        -------
-        DefaultDict[UnitID, int] :
-            Number of each type of UnitID presently being tracking for building.
-
+        Returns:
+            DefaultDict[UnitTypeId, int]:
+                Number of each type of UnitTypeId
+                currently being tracked for building.
         """
         return self.manager_request(
             ManagerName.BUILDING_MANAGER, ManagerRequestType.GET_BUILDING_COUNTER
@@ -256,20 +218,16 @@ def get_building_counter(self) -> DefaultDict[UnitID, int]:
     @property
     def get_building_tracker_dict(
         self,
-    ) -> Dict[int, Dict[str, Union[Point2, Unit, UnitID, float]]]:
+    ) -> dict[int, dict[str, Union[Point2, Unit, UnitID, float]]]:
         """Get the building tracker dictionary.
 
         Building Manager.
 
-        Returns
-        -------
-        Dict[int, Dict[str, Union[Point2, Unit, UnitID, float]]] :
-            Tracks the worker tag to:
-                UnitID of the building to be built
-                Point2 of where the building is to be placed
-                In-game time when the order started
-                Why the building is being built
-
+        Returns:
+            dict[int, dict[str, Union[Point2, Unit, UnitTypeId, float]]]:
+                Tracks the worker tag to details such as the UnitTypeId of the
+                building, the Point2 location for placement, the in-game
+                time when the order started, and the purpose of the building.
         """
         return self.manager_request(
             ManagerName.BUILDING_MANAGER, ManagerRequestType.GET_BUILDING_TRACKER_DICT
@@ -284,23 +242,16 @@ def can_win_fight(self, **kwargs) -> EngagementResult:
 
         Combat Sim Manager.
 
-        Parameters
-        ----------
-        own_units : Units
-            Our units involved in the battle.
-        enemy_units : Units
-            The enemy units.
-        timing_adjust : bool
-            Take distance between units into account.
-        good_positioning : bool
-            Assume units are decently split.
-        workers_do_no_damage : bool
-            Don't take workers into account.
+        Parameters:
+            own_units (Units): Our units involved in the battle.
+            enemy_units (Units): The enemy units.
+            timing_adjust (bool): Whether to consider the distance between units.
+            good_positioning (bool): Whether to assume units are decently split.
+            workers_do_no_damage (bool): Whether to ignore workers' damage.
+
+        Returns:
+            Enum indicating the human-readable engagement result.
 
-        Returns
-        -------
-        EngagementResult :
-            Enum with human-readable engagement result
 
         """
         return self.manager_request(
@@ -317,12 +268,10 @@ def get_flying_enemy_near_bases(self) -> dict[int, set[int]]:
 
         EnemyToBase Manager
 
-        Returns
-        -------
-        dict[int, set[int]] :
-            A dictionary where the integer key is a townhall tag.
-            And the value contains a set of ints cotianing enemy tags
-            near this base.
+        Returns:
+            dict[int, set[int]]:
+                A dictionary mapping townhall tags (keys) to sets of
+                 enemy tags (values) near each base.
         """
         return self.manager_request(
             ManagerName.ENEMY_TO_BASE_MANAGER,
@@ -335,12 +284,11 @@ def get_ground_enemy_near_bases(self, **kwargs) -> dict[int, set[int]]:
 
         EnemyToBase Manager
 
-        Returns
-        -------
-        dict[int, set[int]] :
-            A dictionary where the integer key is a townhall tag.
-            And the value contains a set of ints cotianing enemy tags
-            near this base.
+        Returns:
+            dict[int, set[int]]:
+                A dictionary where the integer key is a townhall tag.
+                And the value contains a set of ints containing
+                enemy tags near this base.
         """
         return self.manager_request(
             ManagerName.ENEMY_TO_BASE_MANAGER,
@@ -354,9 +302,7 @@ def get_main_air_threats_near_townhall(self) -> Units:
 
         EnemyToBase Manager
 
-        Returns
-        -------
-        Units :
+        Returns:
             The largest enemy air force near our bases.
         """
         return self.manager_request(
@@ -370,9 +316,7 @@ def get_main_ground_threats_near_townhall(self) -> Units:
 
         EnemyToBase Manager
 
-        Returns
-        -------
-        Units :
+        Returns:
             The largest enemy ground force near our bases.
         """
         return self.manager_request(
@@ -391,9 +335,7 @@ def get_th_tag_with_largest_ground_threat(self) -> int:
 
         EnemyToBase Manager
 
-        Returns
-        -------
-        Units :
+        Returns:
             The largest enemy ground force near our bases.
         """
         return self.manager_request(
@@ -414,9 +356,8 @@ def get_enemy_expanded(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
+        Returns:
+            Has enemy expanded out of their main?
 
         """
         return self.manager_request(
@@ -432,9 +373,8 @@ def get_enemy_four_gate(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
+        Returns:
+            Is enemy four gate?
 
         """
         return self.manager_request(
@@ -450,9 +390,8 @@ def get_enemy_has_base_outside_natural(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
+        Returns:
+            Has enemy expanded out of natural?
 
         """
         return self.manager_request(
@@ -469,10 +408,8 @@ def get_enemy_ling_rushed(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy ling rushed?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_LING_RUSHED
@@ -487,10 +424,8 @@ def get_enemy_marine_rush(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy marine rushed?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_MARINE_RUSH
@@ -505,10 +440,8 @@ def get_enemy_marauder_rush(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy marauder rush?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_MARAUDER_RUSH
@@ -523,10 +456,8 @@ def get_enemy_ravager_rush(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy ravager rush?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_RAVAGER_RUSH
@@ -541,10 +472,8 @@ def get_enemy_roach_rushed(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy roach rushed?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_ROACH_RUSHED
@@ -554,15 +483,14 @@ def get_enemy_roach_rushed(self) -> Point2:
     def get_enemy_was_greedy(self) -> Point2:
         """Was the enemy greedy?
 
+        WARNING: Currently not working, will always return `False`
         WARNING: Opinionated method, please write your own if you don't
         agree with this decision.
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy was greedy?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_WAS_GREEDY
@@ -577,10 +505,8 @@ def get_enemy_went_four_gate(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy went four gate in this game?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_WENT_FOUR_GATE
@@ -595,10 +521,8 @@ def get_enemy_went_marine_rush(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy went marine rush in this game?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_WENT_MARINE_RUSH
@@ -613,9 +537,8 @@ def get_enemy_went_marauder_rush(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
+        Returns:
+            Enemy went marauder rush in this game?
 
         """
         return self.manager_request(
@@ -631,10 +554,8 @@ def get_enemy_went_reaper(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy went reaper in this game?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_WENT_REAPER
@@ -649,10 +570,8 @@ def get_enemy_worker_rushed(self) -> Point2:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy went worker rush in this game?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_ENEMY_WORKER_RUSHED
@@ -667,10 +586,8 @@ def get_is_proxy_zealot(self) -> bool:
 
         Intel Manager
 
-        Returns
-        -------
-        bool
-
+        Returns:
+            Enemy is attempting a proxy zealot rush?
         """
         return self.manager_request(
             ManagerName.INTEL_MANAGER, ManagerRequestType.GET_IS_PROXY_ZEALOT
@@ -686,9 +603,7 @@ def get_flying_structure_tracker(self) -> dict[int, Any]:
 
         FlyingStructureManager
 
-        Returns
-        -------
-        dict[int, Any] :
+        Returns:
             Key -> structure_tag, Value -> Information about the flight.
         """
         return self.manager_request(
@@ -701,18 +616,11 @@ def move_structure(self, **kwargs) -> None:
 
         FlyingStructureManager
 
-        Parameters
-        ----------
-        structure : Unit
-            Our units involved in the battle.
-        target : Point2
-            The enemy units.
-        should_land : bool, optional
-            Take distance between units into account.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            structure (Unit): The structure to be moved or landed.
+            target (Point2): The target location for the structure.
+            should_land (bool, optional): Whether the structure should
+                land after moving. Defaults to False.
         """
         return self.manager_request(
             ManagerName.FLYING_STRUCTURE_MANAGER,
@@ -730,11 +638,8 @@ def get_mineral_patch_to_list_of_workers(self) -> Dict[int, Set[int]]:
 
         Resource Manager
 
-        Returns
-        -------
-        dict :
+        Returns:
             Dictionary where key is mineral tag, and value is workers assigned here.
-
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -748,11 +653,8 @@ def get_worker_tag_to_townhall_tag(self) -> dict[int, int]:
 
         Resource Manager
 
-        Returns
-        -------
-        dict :
+        Returns:
             Dictionary where key is worker tag, and value is townhall tag.
-
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -765,11 +667,8 @@ def get_worker_to_mineral_patch_dict(self) -> dict[int, int]:
 
         Resource Manager
 
-        Returns
-        -------
-        dict :
+        Returns:
             Dictionary where key is worker tag, and value is mineral tag.
-
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -781,14 +680,8 @@ def remove_mineral_field(self, **kwargs) -> None:
 
         Resource Manager
 
-        Parameters
-        -----
-        mineral_field_tag : int
-            The tag of the patch to remove.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            mineral_field_tag (int): The tag of the mineral patch to remove.
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -802,11 +695,8 @@ def get_worker_to_vespene_dict(self) -> dict:
 
         Resource Manager
 
-        Returns
-        -------
-        dict :
+        Returns:
             Dictionary where key is worker tag, and value is gas building tag.
-
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -818,14 +708,8 @@ def remove_gas_building(self, **kwargs) -> None:
 
         Resource Manager
 
-        Parameters
-        -----
-        gas_building_tag : int
-            The tag of the gas building to remove.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            gas_building_tag (int): The tag of the gas building to remove.
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -842,26 +726,21 @@ def find_closest_safe_spot(self, **kwargs) -> Point2:
 
         PathManager
 
-        Parameters
-        -----
-        from_pos : Point2
-            Where the search starts from.
-        grid : np.ndarray
-            The grid to find the low cost point on.
-        radius : float
-            How far away the safe point can be.
-
-        Returns
-        -------
-        Point2 :
+        Parameters:
+            from_pos (Point2): Where the search starts from.
+            grid (np.ndarray): The grid to find the low-cost point on.
+            radius (float): How far away the safe point can be.
+
+        Returns:
             The closest location with the lowest cost.
 
+
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_CLOSEST_SAFE_SPOT, **kwargs
         )
 
-    def find_low_priority_path(self, **kwargs) -> List[Point2]:
+    def find_low_priority_path(self, **kwargs) -> list[Point2]:
         """Find several points in a path.
 
         This way a unit can queue them up all at once for performance reasons.
@@ -873,47 +752,32 @@ def find_low_priority_path(self, **kwargs) -> List[Point2]:
 
         PathManager
 
-        Parameters
-        ----------
-        start : Point2
-            Start point of the path.
-        target : Point2
-            Desired end point of the path.
-        grid : np.ndarray
-            The grid that should be used for pathing.
-
-        Returns
-        -------
-        List[Point2] :
-            List of points composing the path.
+        Parameters:
+            start (Point2): Start point of the path.
+            target (Point2): Desired end point of the path.
+            grid (np.ndarray): The grid that should be used for pathing.
 
+        Returns:
+            List of points composing the path.
         """
-
         return self.manager_request(
             ManagerName.PATH_MANAGER,
             ManagerRequestType.FIND_LOW_PRIORITY_PATH,
             **kwargs,
         )
 
-    def find_lowest_cost_points(self, **kwargs) -> List[Point2]:
+    def find_lowest_cost_points(self, **kwargs) -> list[Point2]:
         """Find the point(s) with the lowest cost within `radius` from `from_pos`.
 
         PathManager
 
-        Parameters
-        ----------
-        from_pos : Point2
-            Point to start the search from.
-        radius : float
-            How far away the returned points can be.
-        grid : np.ndarray
-            Which grid to query for lowest cost points.
-
-        Returns
-        -------
-        List[Point2] :
-            Points with the lowest cost on the grid.
+        Parameters:
+            from_pos (Point2): Point to start the search from.
+            radius (float): How far away the returned points can be.
+            grid (np.ndarray): Which grid to query for lowest cost points.
 
+        Returns:
+            Points with the lowest cost on the grid.
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER,
@@ -924,62 +788,51 @@ def find_lowest_cost_points(self, **kwargs) -> List[Point2]:
     def find_path_next_point(self, **kwargs) -> Point2:
         """Find the next point in a path.
 
-        Parameters
-        ----------
-        start : Point2
-            Start point of the path.
-        target : Point2
-            Desired end point of the path.
-        grid : np.ndarray
-            The grid that should be used for pathing.
-        sensitivity : int, optional
-            Amount of points that should be skipped in the full path between tiles that
-            are returned.
-        smoothing : bool, optional
-            Optional path smoothing where nodes are removed if it's possible to jump
-            ahead some tiles in a straight line with a lower cost.
-        sense_danger : bool, optional
-            Check to see if there are any dangerous tiles near the starting point. If
-            this is True and there are no dangerous tiles near the starting point, the
-            pathing query is skipped and the target is returned.
-        danger_distance : float, optional
-            How far away from the start to look for danger.
-        danger_threshold : float, optional
-            Minimum value for a tile to be considered dangerous.
-
-        Returns
-        -------
-        Point2 :
+        Parameters:
+            start (Point2): Start point of the path.
+            target (Point2): Desired end point of the path.
+            grid (np.ndarray): The grid that should be used for pathing.
+            sensitivity (int, optional): Amount of points that should be
+                skipped in the full path between tiles that are returned.
+                Default value is 5.
+            smoothing (bool, optional): Optional path smoothing where nodes are
+                removed if it's possible to jump ahead some tiles in
+                a straight line with a lower cost.
+                Default value is False.
+            sense_danger (bool, optional): Check to see if there are any
+                dangerous tiles near the starting point. If this is True and
+                there are no dangerous tiles near the starting point,
+                the pathing query is skipped and the target is returned.
+                Default value is True.
+            danger_distance (float, optional): How far away from the
+                start to look for danger.
+                Default value is 20.
+            danger_threshold (float, optional): Minimum value for a tile
+                to be considered dangerous.
+                Default value is 5.
+
+        Returns:
             The next point in the path from the start to the target which may be the
             same as the target if it's safe.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.PATH_NEXT_POINT, **kwargs
         )
 
-    def find_raw_path(self, **kwargs) -> List[Point2]:
+    def find_raw_path(self, **kwargs) -> list[Point2]:
         """Used for finding a full path, mostly for distance checks.
 
         PathManager
 
-        Parameters
-        ----------
-        start : Point2
-            Start point of the path.
-        target : Point2
-            Desired end point of the path.
-        grid : np.ndarray
-            The grid that should be used for pathing.
-        sensitivity : int
-            Amount of points that should be skipped in the full path between tiles that
-            are returned.
-
-        Returns
-        -------
-        List[Point2] :
-            List of points composing the path.
+        Parameters:
+            start (Point2): Start point of the path.
+            target (Point2): Desired end point of the path.
+            grid (np.ndarray): The grid that should be used for pathing.
+            sensitivity (int): Amount of points that should be skipped in
+                the full path between tiles that are returned.
 
+        Returns:
+            List of points composing the path.
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.FIND_RAW_PATH, **kwargs
@@ -998,9 +851,7 @@ def get_air_avoidance_grid(self) -> np.ndarray:
         avoidance_grid: np.ndarray = self.mediator.get_air_avoidance_grid
         ```
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The air avoidance pathing grid.
 
         """
@@ -1021,11 +872,8 @@ def get_air_grid(self) -> np.ndarray:
         air_grid: np.ndarray = self.mediator.get_air_grid
         ```
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The air pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_AIR_GRID
@@ -1046,11 +894,8 @@ def get_air_vs_ground_grid(self) -> np.ndarray:
         )
         ```
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The air vs ground pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_AIR_VS_GROUND_GRID
@@ -1071,11 +916,8 @@ def get_cached_ground_grid(self) -> np.ndarray:
         )
         ```
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The clean ground pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_CACHED_GROUND_GRID
@@ -1096,18 +938,15 @@ def get_climber_grid(self) -> np.ndarray:
         )
         ```
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The climber pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_CLIMBER_GRID
         )
 
     @property
-    def get_forcefield_positions(self) -> List[Point2]:
+    def get_forcefield_positions(self) -> list[Point2]:
         """Get positions of forcefields.
 
         PathManager
@@ -1119,9 +958,7 @@ def get_forcefield_positions(self) -> List[Point2]:
         ff_positions: list[Point2] = self.mediator.get_forcefield_positions
         ```
 
-        Returns
-        -------
-        List[Point2] :
+        Returns:
             List of the center point of forcefields.
 
         """
@@ -1136,9 +973,7 @@ def get_ground_avoidance_grid(self) -> np.ndarray:
 
         PathManager
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The ground avoidance pathing grid.
 
         """
@@ -1152,11 +987,8 @@ def get_ground_grid(self) -> np.ndarray:
 
         PathManager
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The ground pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_GROUND_GRID
@@ -1168,11 +1000,8 @@ def get_ground_to_air_grid(self) -> np.ndarray:
 
         PathManager
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The ground pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_GROUND_TO_AIR_GRID
@@ -1184,11 +1013,8 @@ def get_map_data_object(self) -> MapData:
 
         PathManager
 
-        Returns
-        -------
-        MapData :
+        Returns:
             The MapAnalyzer.MapData object being used.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_MAP_DATA
@@ -1200,11 +1026,8 @@ def get_priority_ground_avoidance_grid(self) -> np.ndarray:
 
         PathManager
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The priority ground avoidance pathing grid.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER,
@@ -1212,7 +1035,7 @@ def get_priority_ground_avoidance_grid(self) -> np.ndarray:
         )
 
     @property
-    def get_whole_map_array(self) -> List[List[int]]:
+    def get_whole_map_array(self) -> list[list[int]]:
         """Get the list containing every point on the map.
 
         PathManager
@@ -1221,9 +1044,7 @@ def get_whole_map_array(self) -> List[List[int]]:
         -----
         This does not return Point2s.
 
-        Returns
-        -------
-        List[List[int]] :
+        Returns:
             Every point on the map.
 
         """
@@ -1237,11 +1058,8 @@ def get_whole_map_tree(self) -> KDTree:
 
         PathManager
 
-        Returns
-        -------
-        KDTree :
+        Returns:
             KDTree of all points on the map.
-
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER, ManagerRequestType.GET_WHOLE_MAP_TREE
@@ -1252,20 +1070,15 @@ def is_position_safe(self, **kwargs) -> bool:
 
         PathManager
 
-        Parameters
-        ----------
-        grid : np.ndarray
-            The grid to evaluate safety on.
-        position : Point2
-            The position to check the safety of.
-        weight_safety_limit : float
-            The maximum value the point can have on the grid to be considered safe.
-
-        Returns
-        -------
-        bool:
-            True if the position is considered safe, False otherwise.
+        Parameters:
+            grid (np.ndarray): The grid to evaluate safety on.
+            position (Point2): The position to check the safety of.
+            weight_safety_limit (float): The maximum value the point can
+                have on the grid to be considered safe.
+                Default value is 1.0.
 
+        Returns:
+            True if the position is considered safe, False otherwise.
         """
         return self.manager_request(
             ManagerName.PATH_MANAGER,
@@ -1284,18 +1097,13 @@ def can_place_structure(self, **kwargs) -> bool:
 
         PlacementManager
 
-        Parameters
-        ----------
-        position : Point2
-            The intended building position.
-        structure_type : UnitID
-            Structure type we want to place.
-        include_addon : bool, optional
-            For Terran structures, check addon will place too.
-
-        Returns
-        ----------
-        bool :
+        Parameters:
+            position (Point2): The intended building position.
+            structure_type (UnitID): Structure type we want to place.
+            include_addon (bool, optional): For Terran structures,
+                check addon will place too.
+
+        Returns:
             Indicating if structure can be placed at given position.
         """
         return self.manager_request(
@@ -1354,10 +1162,7 @@ def get_placements_dict(self, **kwargs) -> dict:
 
         PlacementManager
 
-
-        Returns
-        ----------
-        dict :
+        Returns:
             Indicating if structure can be placed at given position.
         """
         return self.manager_request(
@@ -1373,9 +1178,7 @@ def get_pvz_nat_gatekeeping_pos(self, **kwargs) -> Union[Point2, None]:
         PlacementManager
 
 
-        Returns
-        ----------
-        Optional[Point2] :
+        Returns:
             Position of gatekeeper in natural wall
         """
         return self.manager_request(
@@ -1387,36 +1190,35 @@ def request_building_placement(self, **kwargs) -> Optional[Point2]:
 
         PlacementManager
 
-        Parameters
-        ----------
-        base_location : Point2
-            The general area where the placement should be near.
-            This should be a expansion location.
-        structure_type : UnitID
-            Structure type requested.
-        first_pylon : bool (default=False)
-            Try to take designated first pylon if available.
-        static_defence : bool (default=False)
-            Try to take designated static defence placements if available.
-        wall : bool (default=False)
-            Request a wall structure placement.
-            Will find alternative if no wall placements available.
-        find_alternative : bool (default=True)
-            If no placements available at base_location, find
-            alternative at nearby base.
-        reserve_placement : bool (default=True)
-            Reserve this booking for a while, so another customer doesn't
-            request it.
-        within_psionic_matrix : bool (default=False)
-            Protoss specific -> calculated position have power?
-        pylon_build_progress : float (default=1.0)
-            Only relevant if `within_psionic_matrix = True`
-        closest_to : Point2, optional
-            Find placement at base closest to this
-
-        Returns
-        ----------
-        bool :
+        Parameters:
+            base_location (Point2): The general area where the placement should be near.
+                This should be an expansion location.
+            structure_type (UnitID): Structure type requested.
+            first_pylon (bool, optional): Try to take designated
+                first pylon if available.
+                Default value is False.
+            static_defence (bool, optional): Try to take designated
+                static defence placements if available.
+                Default value is False.
+            wall (bool, optional): Request a wall structure placement.
+                Will find alternative if no wall placements available.
+                Default value is False.
+            find_alternative (bool, optional): If no placements available
+                at base_location, find an alternative at a nearby base.
+                Default value is True.
+            reserve_placement (bool, optional): Reserve this booking for a
+                while, so another customer doesn't request it.
+                Default value is True.
+            within_psionic_matrix (bool, optional): Protoss specific -> calculated
+                position have power?
+                Default value is False.
+            pylon_build_progress (float, optional): Only relevant
+                if `within_psionic_matrix = True`.
+                Default value is 1.0.
+            closest_to (Point2, optional): Find placement at base closest to this.
+
+
+        Returns:
             Indicating if structure can be placed at given position.
         """
         return self.manager_request(
@@ -1430,13 +1232,10 @@ def request_warp_in(self, **kwargs) -> None:
 
         PlacementManager
 
-        Parameters
-        ----------
-        unit_type: UnitTypeId
-            The unit we want to warp in
-        target : Optional[Point2]
-            If provided, attempt to find spot closest to this
-            location.
+        Parameters:
+            unit_type (UnitTypeId): The unit we want to warp in.
+            target (Optional[Point2]): If provided, attempt to find
+                spot closest to this location.
         """
         return self.manager_request(
             ManagerName.WARP_IN_MANAGER,
@@ -1457,9 +1256,7 @@ def get_num_available_mineral_patches(self) -> int:
 
         ResourceManager
 
-        Returns
-        -------
-        int :
+        Returns:
             Number available mineral fields.
 
         """
@@ -1475,14 +1272,8 @@ def remove_worker_from_mineral(self, **kwargs) -> None:
 
         ResourceManager
 
-        Parameters
-        ----------
-        worker_tag : int
-            Tag of the worker to be removed.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            worker_tag: Tag of the worker to be removed.
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -1500,26 +1291,19 @@ def select_worker(self, **kwargs) -> Optional[Unit]:
 
         ResourceManager
 
-        Parameters
-        ----------
-        target_position : Point2
-            Location to get the closest workers to.
-        force_close : bool
-            Select the available worker closest to `target_position` if True.
-        select_persistent_builder : bool
-            If True we can select the persistent_builder if it's available.
-        only_select_persistent_builder : bool
-            If True, don't find an alternative worker
-        min_health_perc :
-            Only select workers above this health percentage.
-        min_shield_perc :
-            Only select workers above this shield percentage.
-
-        Returns
-        -------
-        Optional[Unit] :
+        Parameters:
+            target_position (Point2): Location to get the closest workers to.
+            force_close (bool): Select the available worker closest to
+                `target_position` if True.
+            select_persistent_builder (bool): If True, we can select
+                the persistent_builder if it's available.
+            only_select_persistent_builder (bool): If True, don't find an
+                alternative worker.
+            min_health_perc (float): Only select workers above this health percentage.
+            min_shield_perc (float): Only select workers above this shield percentage.
+
+        Returns:
             Selected worker, if available.
-
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -1536,11 +1320,8 @@ def get_mineral_target_dict(self) -> dict[int, Point2]:
 
         ResourceManager
 
-        Returns
-        -------
-        dict :
+        Returns:
             Key -> mineral tag, Value -> Position
-
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -1556,15 +1337,11 @@ def get_position_of_main_squad(self, **kwargs) -> Point2:
 
         SquadManager
 
-        Parameters
-        ----------
-        role : UnitRole
-            Get the squads for this unit role.
-
-        Returns
-        -------
-        Point2 :
+        Parameters:
+            role (UnitRole): Get the squads for this unit role.
 
+        Returns:
+            Position of main squad for this `role`
         """
         return self.manager_request(
             ManagerName.SQUAD_MANAGER,
@@ -1577,22 +1354,15 @@ def get_squads(self, **kwargs) -> list["UnitSquad"]:
 
         SquadManager
 
-        Parameters
-        ----------
-        role : UnitRole
-            Get the squads for this unit role.
-        squad_radius : float (default = 11.0)
-            The threshold as to which separate squads are formed.
-        unit_type: Optional[Union[UnitID, set[UnitID]]] (default = None)
-            If specified, only form squads with these unit types
-            WARNING: Will not remove units that have already
-                     been assigned to a squad.
-
-        Returns
-        -------
-        List[UnitSquad] :
-            Each squad with this unit role.
+        Parameters:
+            role (UnitRole): Get the squads for this unit role.
+            squad_radius: The threshold as to which separate squads are formed.
+            unit_type: If specified, only form squads with these unit types
+                WARNING: Will not remove units that have already
+                         been assigned to a squad.
 
+        Returns:
+            Each squad with this unit role.
         """
         return self.manager_request(
             ManagerName.SQUAD_MANAGER,
@@ -1602,9 +1372,17 @@ def get_squads(self, **kwargs) -> list["UnitSquad"]:
 
     def remove_tag_from_squads(self, **kwargs) -> None:
         """
-        Squad Manager
-        Keyword args:
-            tag: int
+        SquadManager
+
+        Parameters:
+            tag (int): Get the squads for this unit role.
+            squad_radius (float): The threshold as to which separate squads are formed.
+            unit_type (UnitTypeId): If specified, only form squads with these unit types
+                WARNING: Will not remove units that have already
+                         been assigned to a squad.
+
+        Returns:
+            Each squad with this unit role.
         """
         return self.manager_request(
             ManagerName.SQUAD_MANAGER,
@@ -1621,18 +1399,12 @@ def building_position_blocked_by_burrowed_unit(self, **kwargs) -> Optional[Point
 
         TerrainManager
 
-        Parameters
-        ----------
-        worker_tag : int
-            The worker attempting to build the structure.
-        position : Point2
-            Where the structure is attempting to be placed.
-
-        Returns
-        -------
-        Optional[Point2] :
-            The position that's blocked by an enemy unit.
+        Parameters:
+            worker_tag (int): The worker attempting to build the structure.
+            position (Point2): Where the structure is attempting to be placed.
 
+        Returns:
+            The position that's blocked by an enemy unit.
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER,
@@ -1640,23 +1412,19 @@ def building_position_blocked_by_burrowed_unit(self, **kwargs) -> Optional[Point
             **kwargs,
         )
 
-    def get_behind_mineral_positions(self, **kwargs) -> List[Point2]:
+    def get_behind_mineral_positions(self, **kwargs) -> list[Point2]:
         """Finds 3 spots behind the mineral line
 
         This is useful for building structures out of typical cannon range.
 
         TerrainManager
 
-        Parameters
-        ----------
-        th_pos : Point2
-            Position of townhall to find points behind the mineral line of.
+        Parameters:
+            th_pos (Point2): Position of townhall to find points behind
+                the mineral line of.
 
-        Returns
-        -------
-        List[Point2] :
+        Returns:
             Points behind the mineral line of the designated base.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER,
@@ -1669,16 +1437,11 @@ def get_closest_overlord_spot(self, **kwargs) -> Point2:
 
         TerrainManager
 
-        Parameters
-        ----------
-        from_pos : Point2
-            Position the Overlord spot should be closest to.
+        Parameters:
+            from_pos (Point2): Position the Overlord spot should be closest to.
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             The closest Overlord hiding spot to the position.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER,
@@ -1692,9 +1455,7 @@ def get_defensive_third(self) -> Point2:
 
         TerrainManager
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             Location of the third base furthest from the enemy.
 
         """
@@ -1703,18 +1464,16 @@ def get_defensive_third(self) -> Point2:
         )
 
     @property
-    def get_enemy_expansions(self) -> List[Tuple[Point2, float]]:
+    def get_enemy_expansions(self) -> list[Tuple[Point2, float]]:
         """Get the expansions, as ordered from the enemy's point of view.
 
         TerrainManager
 
-        Returns
-        -------
-        List[Tuple[Point2, float]] :
-            List of Tuples where
-                The first element is the location of the base.
-                The second element is the pathing distance from the enemy main base.
-
+        Returns:
+            list[Tuple[Point2, float]]:
+                The first element is the
+                location of the base. The second element is the pathing
+                distance from the enemy main base.
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_ENEMY_EXPANSIONS
@@ -1726,11 +1485,8 @@ def get_enemy_fourth(self) -> Point2:
 
         TerrainManager
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             Location of the enemy fourth base.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_ENEMY_FOURTH
@@ -1742,9 +1498,7 @@ def get_enemy_nat(self) -> Point2:
 
         TerrainManager
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             Location of the enemy natural expansion.
 
         """
@@ -1758,11 +1512,8 @@ def get_enemy_ramp(self) -> Ramp:
 
         TerrainManager
 
-        Returns
-        -------
-        Ramp :
+        Returns:
             sc2 Ramp object for the enemy main base ramp.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_ENEMY_RAMP
@@ -1774,9 +1525,7 @@ def get_enemy_third(self) -> Point2:
 
         TerrainManager
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             Location of the enemy third base.
 
         """
@@ -1791,19 +1540,15 @@ def get_flood_fill_area(self, **kwargs) -> set[tuple[int, int]]:
 
         TerrainManager
 
-        Parameters
-        -----
-        start_point : Point2
-            Where to start the flood fill.
-        max_dist : float
-            Only include points closer than this distance to the start point.
-
-        Returns
-        -------
-        Tuple[int, List[Tuple[int, int]]] :
-            First element is the number of valid points.
-            Second element is the list of all valid points.
+        Parameters:
+            start_point (Point2): Where to start the flood fill.
+            max_dist (float): Only include points closer than this
+                distance to the start point.
 
+        Returns:
+            Tuple[int, List[Tuple[int, int]]]:
+                First element is the number of valid points.
+                Second element is the list of all valid points.
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER,
@@ -1817,11 +1562,8 @@ def get_initial_pathing_grid(self) -> np.ndarray:
 
         TerrainManager
 
-        Returns
-        -------
-        np.ndarray :
+        Returns:
             The pathing grid as it was on the first iteration.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_INITIAL_PATHING_GRID
@@ -1833,27 +1575,21 @@ def get_is_free_expansion(self) -> bool:
 
         TerrainManager
 
-        Returns
-        -------
-        bool :
+        Returns:
             True if there exists a free expansion, False otherwise.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_IS_FREE_EXPANSION
         )
 
     @property
-    def get_map_choke_points(self) -> Set[Point2]:
+    def get_map_choke_points(self) -> set[Point2]:
         """All the points on the map that compose choke points.
 
         TerrainManager
 
-        Returns
-        -------
-        Set[Point2] :
+        Returns:
             All the points on the map that compose choke points.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER,
@@ -1866,11 +1602,8 @@ def get_ol_spot_near_enemy_nat(self) -> Point2:
 
         TerrainManager
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             Overlord spot near the enemy natural.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER,
@@ -1878,14 +1611,12 @@ def get_ol_spot_near_enemy_nat(self) -> Point2:
         )
 
     @property
-    def get_ol_spots(self) -> List[Point2]:
+    def get_ol_spots(self) -> list[Point2]:
         """High ground Overlord hiding spots.
 
         TerrainManager
 
-        Returns
-        -------
-        List[Point2] :
+        Returns:
             List of Overlord hiding spots.
 
         """
@@ -1895,18 +1626,15 @@ def get_ol_spots(self) -> List[Point2]:
         )
 
     @property
-    def get_own_expansions(self) -> List[Tuple[Point2, float]]:
+    def get_own_expansions(self) -> list[Tuple[Point2, float]]:
         """Get the expansions.
 
         TerrainManager
 
-        Returns
-        -------
-        List[Tuple[Point2, float]] :
-            List of Tuples where
+        Returns:
+            List[Tuple[Point2, float]]: List of Tuples where
                 The first element is the location of the base.
                 The second element is the pathing distance from our main base.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_OWN_EXPANSIONS
@@ -1918,25 +1646,20 @@ def get_own_nat(self) -> Point2:
 
         TerrainManager
 
-        Returns
-        -------
-        Point2 :
+        Returns:
             Location of our natural expansion.
-
         """
         return self.manager_request(
             ManagerName.TERRAIN_MANAGER, ManagerRequestType.GET_OWN_NAT
         )
 
     @property
-    def get_positions_blocked_by_burrowed_enemy(self) -> List[Point2]:
+    def get_positions_blocked_by_burrowed_enemy(self) -> list[Point2]:
         """Build positions that are blocked by a burrowed enemy unit.
 
         TerrainManager
 
-        Returns
-        -------
-        List[Point2] :
+        Returns:
             List of build positions that are blocked by a burrowed enemy unit.
 
         """
@@ -1955,11 +1678,8 @@ def get_cached_enemy_army(self) -> Units:
 
         UnitCacheManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             The enemy army.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_CACHED_ENEMY_ARMY
@@ -1971,11 +1691,8 @@ def get_cached_enemy_workers(self) -> Units:
 
         UnitCacheManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             The enemy workers.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_CACHED_ENEMY_WORKERS
@@ -1987,9 +1704,7 @@ def get_enemy_army_dict(self) -> DefaultDict[UnitID, Units]:
 
         UnitCacheManager
 
-        Returns
-        -------
-        DefaultDict[UnitID, Units] :
+        Returns:
             The dictionary of enemy army unit types to the units themselves.
 
         """
@@ -2004,11 +1719,8 @@ def get_old_own_army_dict(self) -> Dict[UnitID, Units]:
 
         UnitCacheManager
 
-        Returns
-        -------
-        DefaultDict[UnitID, Units] :
+        Returns:
             The dictionary of own army unit types to the units themselves.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_OLD_OWN_ARMY_DICT
@@ -2020,11 +1732,8 @@ def get_own_army(self) -> Units:
 
         UnitCacheManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             Our own army.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_CACHED_OWN_ARMY
@@ -2036,11 +1745,8 @@ def get_own_army_dict(self) -> Dict[UnitID, Units]:
 
         UnitCacheManager
 
-        Returns
-        -------
-        DefaultDict[UnitID, Units] :
+        Returns:
             The dictionary of own army unit types to the units themselves.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_CACHED_OWN_ARMY_DICT
@@ -2052,11 +1758,8 @@ def get_own_structures_dict(self) -> DefaultDict[UnitID, Units]:
 
         UnitCacheManager
 
-        Returns
-        -------
-        DefaultDict[UnitID, Units] :
+        Returns:
             The dictionary of own structure types to the units themselves.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_OWN_STRUCTURES_DICT
@@ -2067,18 +1770,12 @@ def get_own_unit_count(self, **kwargs) -> int:
 
         UnitCacheManager
 
-        Parameters
-        -----
-        unit_type_id : UnitID
-            Unit type to count.
-        include_alias : bool
-            Check aliases. (default=True)
-
-        Returns
-        -------
-        int :
-            Total count of this unit including aliases if specified.
+        Parameters:
+            unit_type_id (UnitID): Unit type to count.
+            include_alias (bool): Check aliases. (default=True)
 
+        Returns:
+            Total count of this unit including aliases if specified.
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER,
@@ -2086,19 +1783,13 @@ def get_own_unit_count(self, **kwargs) -> int:
             **kwargs,
         )
 
-    def get_units_from_tags(self, **kwargs) -> List[Unit]:
+    def get_units_from_tags(self, **kwargs) -> list[Unit]:
         """Get a `list` of `Unit` objects corresponding to the given tags.
 
         UnitCacheManager
 
-        Parameters
-        -----
-        tags : Set[int]
-            Tags of the units to retrieve.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            tags: Tags of the units to retrieve.
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER,
@@ -2112,11 +1803,8 @@ def get_removed_units(self) -> Units:
 
         UnitCacheManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             The units removed from memory units.
-
         """
         return self.manager_request(
             ManagerName.UNIT_CACHE_MANAGER, ManagerRequestType.GET_REMOVED_UNITS
@@ -2132,11 +1820,8 @@ def get_all_enemy(self) -> Units:
 
         UnitMemoryManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             All enemy units.
-
         """
         return self.manager_request(
             ManagerName.UNIT_MEMORY_MANAGER, ManagerRequestType.GET_ALL_ENEMY
@@ -2148,11 +1833,8 @@ def get_enemy_ground(self) -> Units:
 
         UnitMemoryManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             Enemy ground units.
-
         """
         return self.manager_request(
             ManagerName.UNIT_MEMORY_MANAGER, ManagerRequestType.GET_ENEMY_GROUND
@@ -2164,11 +1846,8 @@ def get_enemy_fliers(self) -> Units:
 
         UnitMemoryManager
 
-        Returns
-        -------
-        Units :
+        Returns:
             Enemy flying units.
-
         """
         return self.manager_request(
             ManagerName.UNIT_MEMORY_MANAGER, ManagerRequestType.GET_ENEMY_FLIERS
@@ -2180,11 +1859,8 @@ def get_enemy_tree(self) -> KDTree:
 
         UnitMemoryManager
 
-        Returns
-        -------
-        KDTree :
+        Returns:
             KDTree representing all enemy unit positions.
-
         """
         return self.manager_request(
             ManagerName.UNIT_MEMORY_MANAGER, ManagerRequestType.GET_ENEMY_TREE
@@ -2192,29 +1868,26 @@ def get_enemy_tree(self) -> KDTree:
 
     def get_units_in_range(
         self, **kwargs
-    ) -> Union[Dict[Union[int, Tuple[float, float]], Units], List[Units]]:
+    ) -> Union[Dict[Union[int, Tuple[float, float]], Units], list[Units]]:
         """Get units in range of other units or points.
 
         UnitMemoryManager
 
-        Parameters
-        -----
-        start_points: List[Union[Unit, Tuple[float, float]]]
-            List of `Unit`s or positions to search for units from.
-        distances: Union[float, List[float]]
-            How far away from each point to query. Must broadcast to the length of
-            `start_points`
-        query_tree: UnitTreeQueryType
-            Which KDTree should be queried.
-        return_as_dict: bool = False
-            Sets whether the returned units in range should be a dictionary or list.
+        Parameters:
+            start_points (List[Union[Unit, Tuple[float, float]]]):
+                List of `Unit`s or positions to search for units from.
+            distances (Union[float, List[float]]): How far away from each point to
+                query. Must broadcast to the length of `start_points`.
+            query_tree (UnitTreeQueryType): Which KDTree should be queried.
+            return_as_dict (bool, optional): Sets whether the returned units in range
+                should be a dictionary or list. Default is False.
+
 
-        Returns
-        -------
-        Union[Dict[Union[int, Tuple[float, float]], Units], List[Units]] :
-            Returns the units in range of each start point as a `dict` where the key
-            is the unit tag or position and the value is the `Units` in range or a
-            `list` of `Units`.
+        Returns:
+            Union[Dict[Union[int, Tuple[float, float]], Units], List[Units]]:
+                Returns the units in range of each start point as a `dict` where the key
+                is the unit tag or position and the value is the `Units` in range or a
+                `list` of `Units`.
 
         """
         return self.manager_request(
@@ -2229,11 +1902,8 @@ def get_own_tree(self) -> Units:
 
         UnitMemoryManager
 
-        Returns
-        -------
-        KDTree :
+        Returns:
             KDTree representing all friendly unit positions.
-
         """
         return self.manager_request(
             ManagerName.UNIT_MEMORY_MANAGER, ManagerRequestType.GET_OWN_TREE
@@ -2248,18 +1918,11 @@ def assign_role(self, **kwargs) -> None:
 
         UnitRoleManager
 
-        Parameters
-        -----
-        tag : int
-            Tag of the unit to be assigned.
-        role : UnitRole
-            What role the unit should have.
-        remove_from_squad : bool (default = True)
-            Attempt to remove this unit from squad bookkeeping.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            tag (int): Tag of the unit to be assigned.
+            role (UnitRole): What role the unit should have.
+            remove_from_squad (bool, optional): Attempt to remove
+                this unit from squad bookkeeping. Default is True.
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER,
@@ -2274,16 +1937,9 @@ def batch_assign_role(self, **kwargs) -> None:
 
         UnitRoleManager
 
-        Parameters
-        -----
-        tags : Set[int]
-            Tags of the units to assign to a role.
-        role : UnitRole
-            The role the units should be assigned to.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            tags (Set[int]): Tags of the units to assign to a role.
+            role (UnitRole): The role the units should be assigned to.
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER,
@@ -2296,14 +1952,8 @@ def clear_role(self, **kwargs) -> None:
 
         UnitRoleManager
 
-        Parameters
-        -----
-        tag : int
-            Tag of the unit to clear the role of.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            tag (int): Tag of the unit to clear the role of.
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER, ManagerRequestType.CLEAR_ROLE, **kwargs
@@ -2314,18 +1964,12 @@ def get_all_from_roles_except(self, **kwargs) -> Units:
 
         UnitRoleManager
 
-        Parameters
-        -----
-        roles : Set[UnitRole]
-            Roles to get units from.
-        excluded : Set[UnitTypeId]
-            Unit types that should not be included.
-
-        Returns
-        -------
-        Units :
-            Units matching the role that are not of an excluded type.
+        Parameters:
+            roles (Set[UnitRole]): Roles to get units from.
+            excluded (Set[UnitTypeId]): Unit types that should not be included.
 
+        Returns:
+            Units matching the role that are not of an excluded type.
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER,
@@ -2339,11 +1983,8 @@ def get_unit_role_dict(self) -> Dict[UnitRole, Set[int]]:
 
         UnitRoleManager
 
-        Returns
-        -------
-        Dict[UnitRole, Set[int]] :
+        Returns:
             Dictionary of `UnitRole` to the set of tags of units with that role.
-
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER, ManagerRequestType.GET_UNIT_ROLE_DICT
@@ -2358,22 +1999,15 @@ def get_units_from_role(self, **kwargs) -> Units:
 
         UnitRoleManager
 
-        Parameters
-        ----------
-        role : UnitRole
-            Role to get units from.
-        unit_type : UnitTypeId
-            Type(s) of units that should be returned. If omitted, all units with the
-            role will be returned.
-        restrict_to : Set[UnitTypeId]
-            If supplied, only take Units with the given role and type if they also exist
-            here.
-
-        Returns
-        -------
-        Units :
-            Units with the given role.
+        Parameters:
+            role (UnitRole): Role to get units from.
+            unit_type (UnitTypeId): Type(s) of units that should be returned.
+                If omitted, all units with the role will be returned.
+            restrict_to (Set[UnitTypeId]): If supplied, only take Units
+                with the given role and type if they also exist here.
 
+        Returns:
+            Units with the given role.
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER,
@@ -2386,17 +2020,12 @@ def get_units_from_roles(self, **kwargs) -> Units:
 
         UnitRoleManager
 
-        Parameters
-        -----
-        roles : Set[UnitRole]
-            Roles to get units from.
-        unit_type : UnitTypeId
-            Type(s) of units that should be returned. If omitted, all units with the
-            role will be returned.
-
-        Returns
-        -------
-        Units :
+        Parameters:
+            roles (Set[UnitRole]): Roles to get units from.
+            unit_type (UnitTypeId): Type(s) of units that should be returned.
+                If omitted, all units with the role will be returned.
+
+        Returns:
             Units with the given roles.
         """
         return self.manager_request(
@@ -2412,12 +2041,7 @@ def set_workers_per_gas(self, **kwargs) -> None:
 
         Parameters
         ----------
-        amount : int
-            Num workers to assign to each gas building
-
-        Returns
-        ----------
-        None
+        amount (int): Num workers to assign to each gas building
         """
         return self.manager_request(
             ManagerName.RESOURCE_MANAGER,
@@ -2430,16 +2054,9 @@ def switch_roles(self, **kwargs) -> None:
 
         UnitRoleManager
 
-        Parameters
-        -----
-        from_role : UnitRole
-            Role the units currently have.
-        to_role : UnitRole
-            Role to assign to the units.
-
-        Returns
-        ----------
-        None
+        Parameters:
+            from_role (UnitRole): Role the units currently have.
+            to_role (UnitRole): Role to assign to the units.
         """
         return self.manager_request(
             ManagerName.UNIT_ROLE_MANAGER,
diff --git a/src/ares/managers/path_manager.py b/src/ares/managers/path_manager.py
index 08127674..010275b3 100644
--- a/src/ares/managers/path_manager.py
+++ b/src/ares/managers/path_manager.py
@@ -460,7 +460,7 @@ def find_path_next_point(
         sensitivity: int = 5,
         smoothing: bool = False,
         sense_danger: bool = True,
-        danger_distance: int = 20,
+        danger_distance: int = 20.0,
         danger_threshold: float = 5.0,
     ) -> Point2:
         """Find the next point in a path.
@@ -575,18 +575,13 @@ def is_position_safe(
     ) -> bool:
         """Check if the given position is considered dangerous.
 
-        Parameters
-        ----------
-        grid :
-            The grid to evaluate safety on.
-        position :
-            The position to check the safety of.
-        weight_safety_limit :
-            The maximum value the point can have on the grid to be considered safe.
+        Parameters:
+            grid: The grid to evaluate safety on.
+            position: The position to check the safety of.
+            weight_safety_limit: The maximum value the point can
+                have on the grid to be considered safe.
 
-        Returns
-        -------
-        bool:
+        Returns:
             True if the position is considered safe, False otherwise.
 
         """
@@ -595,14 +590,8 @@ def is_position_safe(
     def reset_grids(self, iteration: int) -> None:
         """Get fresh grids so that the influence can be updated.
 
-        Parameters
-        ----------
-        iteration :
-            The current game iteration.
-
-        Returns
-        -------
-
+        Parameters:
+            iteration: The current game iteration.
         """
         self.air_grid = self._cached_clean_air_grid.copy()
         self.air_vs_ground_grid = self._cached_clean_air_vs_ground_grid.copy()
@@ -625,16 +614,9 @@ def add_unit_influence(self, enemy: Unit) -> None:
         """Add influence to the relevant grid.
 
         Called from _prepare_units.
-        Work in progress.
-
-        Parameters
-        ----------
-        enemy :
-            The enemy unit to add the influence of.
-
-        Returns
-        -------
 
+        Parameters:
+            enemy: The enemy unit to add the influence of.
         """
 
         if not enemy.is_ready and not enemy.is_cloaked and not enemy.is_burrowed:
@@ -646,14 +628,8 @@ def add_structure_influence(self, enemy: Unit) -> None:
 
         Called from _prepare_units.
 
-        Parameters
-        ----------
-        enemy :
-            The enemy structure to add the influence of.
-
-        Returns
-        -------
-
+        Parameters:
+            enemy: The enemy structure to add the influence of.
         """
         # these will expire out of our vision, don't add to grid
         if enemy.type_id == UnitID.AUTOTURRET and enemy.is_snapshot:
@@ -662,12 +638,7 @@ def add_structure_influence(self, enemy: Unit) -> None:
             self._add_structure_influence(enemy)
 
     def _add_effects(self) -> None:
-        """Add effects influence to map.
-
-        Returns
-        -------
-
-        """
+        """Add effects influence to map."""
         effect_values: Dict = self.config[PATHING][EFFECTS]
 
         for effect in self.ai.state.effects:
@@ -795,14 +766,8 @@ def _add_effects(self) -> None:
     def _add_structure_influence(self, structure: Unit) -> None:
         """Add structure influence to map.
 
-        Parameters
-        ----------
-        structure :
-            The structure to add the influence of.
-
-        Returns
-        -------
-
+        Parameters:
+            structure: The structure to add the influence of.
         """
         if structure.type_id == UnitID.PHOTONCANNON:
             (
@@ -886,14 +851,8 @@ def _add_structure_influence(self, structure: Unit) -> None:
     def _add_unit_influence(self, unit: Unit) -> None:
         """Add unit influence to maps.
 
-        Parameters
-        ----------
-        unit :
-            The unit to add the influence of.
-
-        Returns
-        -------
-
+        Parameters:
+        unit: The unit to add the influence of.
         """
         if unit.type_id in WEIGHT_COSTS:
             weight_values = WEIGHT_COSTS[unit.type_id]
@@ -993,16 +952,9 @@ def _add_cost_to_all_grids(self, unit: Unit, weight_values: Dict) -> None:
         TODO: Could perhaps be renamed as misleading name, cost is added to the main
             grids but not all
 
-        Parameters
-        ----------
-        unit :
-            Unit to add the costs of.
-        weight_values :
-            Dictionary containing the weights of units.
-
-        Returns
-        -------
-
+        Parameters:
+            unit: Unit to add the costs of.
+            weight_values: Dictionary containing the weights of units.
         """
         if unit.type_id == UnitID.AUTOTURRET:
             (
@@ -1075,37 +1027,25 @@ def _add_cost_to_all_grids(self, unit: Unit, weight_values: Dict) -> None:
     def _add_delayed_effect(
         self,
         position: Point2,
-        effect_dict: Dict,
+        effect_dict: dict,
     ) -> None:
         """Add an effect that we know exists but is not in the game observation.
 
-        Parameters
-        ----------
-        position :
-            Where to add the effect.
-        effect_dict :
-            Currently tracked effects.
-
-        Returns
-        -------
+        Parameters:
+            position: Where to add the effect.
+            effect_dict: Currently tracked effects.
 
         """
         # no record of this yet
         if position not in effect_dict:
             effect_dict[position] = self.ai.state.game_loop
 
-    def _clear_delayed_effects(self, effect_dict: Dict, effect_duration: int) -> None:
+    def _clear_delayed_effects(self, effect_dict: dict, effect_duration: int) -> None:
         """Remove delayed effects when they've expired.
 
-        Parameters
-        ----------
-        effect_dict :
-            Currently tracked effects.
-        effect_duration :
-            How long the effect lasts.
-
-        Returns
-        -------
+        Parameters:
+            effect_dict: Currently tracked effects.
+            effect_duration: How long the effect lasts.
 
         """
         current_frame: int = self.ai.state.game_loop
@@ -1127,20 +1067,11 @@ def _add_delayed_effects_to_grids(
     ) -> None:
         """Add the costs of the delayed effects to the grids.
 
-        Parameters
-        ----------
-        cost :
-            Cost of the effect.
-        radius :
-            How far around the center position the cost should be added.
-        effect_dict :
-            Currently tracked effects.
-        react_on_frame :
-            When units should begin reacting to this effect.
-
-        Returns
-        -------
-
+        Parameters:
+            cost: Cost of the effect.
+            radius: How far around the center position the cost should be added.
+            effect_dict: Currently tracked effects.
+            react_on_frame: When units should begin reacting to this effect.
         """
         current_frame: int = self.ai.state.game_loop
         for position, frame_commenced in effect_dict.items():
@@ -1170,12 +1101,7 @@ def _add_delayed_effects_to_grids(
                 )
 
     def _update_delayed_effects(self) -> None:
-        """Update manually tracked effects.
-
-        Returns
-        -------
-
-        """
+        """Update manually tracked effects."""
         # these effects disappear from the observation, so we have to manually add them
         self._add_delayed_effects_to_grids(
             cost=self.config[PATHING][EFFECTS][CORROSIVE_BILE][COST],