diff --git a/.vscode/settings.json b/.vscode/settings.json
index 620427bd..dfca8a18 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -37,8 +37,6 @@
     "**/.tox/**": true
   },
   "git.rebaseWhenSync": true,
-  "githubPullRequests.telemetry.enabled": false,
-  "gitlens.advanced.telemetry.enabled": false,
   "json.schemas": [
     {
       "fileMatch": ["*particle*.json"],
@@ -52,7 +50,6 @@
   "python.analysis.autoImportCompletions": false,
   "python.analysis.diagnosticMode": "workspace",
   "python.formatting.provider": "black",
-  "python.languageServer": "Pylance",
   "python.linting.banditEnabled": false,
   "python.linting.enabled": true,
   "python.linting.flake8Enabled": true,
@@ -61,9 +58,7 @@
   "python.linting.pylamaEnabled": false,
   "python.linting.pylintCategorySeverity.refactor": "Information",
   "python.linting.pylintEnabled": true,
-  "python.linting.pylintUseMinimalCheckers": false,
-  "python.testing.nosetestsEnabled": false,
-  "python.testing.pytestArgs": ["--color=no", "--no-cov", "-vv"],
+  "python.testing.pytestArgs": ["--color=no", "--no-cov"],
   "python.testing.pytestEnabled": true,
   "python.testing.unittestEnabled": false,
   "rewrap.wrappingColumn": 79,
@@ -72,8 +67,7 @@
     "*/.pydocstyle": true,
     ".constraints/*.txt": true
   },
-  "telemetry.enableCrashReporter": false,
-  "telemetry.enableTelemetry": false,
+  "telemetry.telemetryLevel": "off",
   "yaml.schemas": {
     "./src/qrules/particle-validation.json": ["*particle*.y*ml"],
     "https://raw.githubusercontent.com/readthedocs/readthedocs.org/master/readthedocs/rtd_tests/fixtures/spec/v2/schema.yml": ".readthedocs.yml"
diff --git a/docs/conf.py b/docs/conf.py
index 16986856..59faa962 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -174,6 +174,8 @@ def fetch_logo(url: str, output_path: str) -> None:
         ]
     ),
 }
+autodoc_member_order = "bysource"
+autodoc_typehints_format = "short"
 codeautolink_concat_default = True
 AUTODOC_INSERT_SIGNATURE_LINEBREAKS = True
 graphviz_output_format = "svg"
diff --git a/src/qrules/_implementers.py b/src/qrules/_implementers.py
index 9224f7fd..12c02835 100644
--- a/src/qrules/_implementers.py
+++ b/src/qrules/_implementers.py
@@ -1,6 +1,6 @@
 """A collection of implementation tools to can be used accross all modules."""
 
-from typing import TYPE_CHECKING, Any, Callable, Type, TypeVar
+from typing import TYPE_CHECKING, Any, Type, TypeVar
 
 import attrs
 
@@ -14,39 +14,32 @@
 _DecoratedClass = TypeVar("_DecoratedClass")
 
 
-def implement_pretty_repr() -> Callable[
-    [Type[_DecoratedClass]], Type[_DecoratedClass]
-]:
+def implement_pretty_repr(
+    decorated_class: Type[_DecoratedClass],
+) -> Type[_DecoratedClass]:
     """Implement a pretty :code:`repr` in a class decorated by `attrs`."""
-
-    def decorator(
-        decorated_class: Type[_DecoratedClass],
-    ) -> Type[_DecoratedClass]:
-        if not attrs.has(decorated_class):
-            raise TypeError(
-                "Can only implement a pretty repr for a class created with"
-                " attrs"
-            )
-
-        def repr_pretty(self: Any, p: "PrettyPrinter", cycle: bool) -> None:
-            class_name = type(self).__name__
-            if cycle:
-                p.text(f"{class_name}(...)")
-            else:
-                with p.group(indent=2, open=f"{class_name}("):
-                    for field in attrs.fields(type(self)):
-                        if not field.init:
-                            continue
-                        value = getattr(self, field.name)
-                        p.breakable()
-                        p.text(f"{field.name}=")
-                        p.pretty(value)
-                        p.text(",")
-                p.breakable()
-                p.text(")")
-
-        # pylint: disable=protected-access
-        decorated_class._repr_pretty_ = repr_pretty  # type: ignore[attr-defined]
-        return decorated_class
-
-    return decorator
+    if not attrs.has(decorated_class):
+        raise TypeError(
+            "Can only implement a pretty repr for a class created with attrs"
+        )
+
+    def repr_pretty(self: Any, p: "PrettyPrinter", cycle: bool) -> None:
+        class_name = type(self).__name__
+        if cycle:
+            p.text(f"{class_name}(...)")
+        else:
+            with p.group(indent=2, open=f"{class_name}("):
+                for field in attrs.fields(type(self)):
+                    if not field.init:
+                        continue
+                    value = getattr(self, field.name)
+                    p.breakable()
+                    p.text(f"{field.name}=")
+                    p.pretty(value)
+                    p.text(",")
+            p.breakable()
+            p.text(")")
+
+    # pylint: disable=protected-access
+    decorated_class._repr_pretty_ = repr_pretty  # type: ignore[attr-defined]
+    return decorated_class
diff --git a/src/qrules/combinatorics.py b/src/qrules/combinatorics.py
index 09ee0f1a..372ca900 100644
--- a/src/qrules/combinatorics.py
+++ b/src/qrules/combinatorics.py
@@ -37,7 +37,7 @@
 StateDefinition = Union[str, StateWithSpins]
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen
 class InitialFacts:
     edge_props: Dict[int, ParticleWithSpin] = field(factory=dict)
diff --git a/src/qrules/quantum_numbers.py b/src/qrules/quantum_numbers.py
index 1ca570a5..e76c48f5 100644
--- a/src/qrules/quantum_numbers.py
+++ b/src/qrules/quantum_numbers.py
@@ -164,7 +164,7 @@ def _to_optional_int(optional_int: Optional[int]) -> Optional[int]:
     return int(optional_int)
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen(order=True)
 class InteractionProperties:
     """Immutable data structure containing interaction properties.
diff --git a/src/qrules/solving.py b/src/qrules/solving.py
index 11789ce9..9502bb51 100644
--- a/src/qrules/solving.py
+++ b/src/qrules/solving.py
@@ -58,7 +58,7 @@
 from .topology import Topology
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define
 class EdgeSettings:
     """Solver settings for a specific edge of a graph."""
@@ -68,7 +68,7 @@ class EdgeSettings:
     qn_domains: Dict[Any, list] = field(factory=dict)
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define
 class NodeSettings:
     """Container class for the interaction settings.
@@ -89,21 +89,21 @@ class NodeSettings:
     interaction_strength: float = 1.0
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define
 class GraphSettings:
     edge_settings: Dict[int, EdgeSettings] = field(factory=dict)
     node_settings: Dict[int, NodeSettings] = field(factory=dict)
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define
 class GraphElementProperties:
     edge_props: Dict[int, GraphEdgePropertyMap] = field(factory=dict)
     node_props: Dict[int, GraphNodePropertyMap] = field(factory=dict)
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen
 class QNProblemSet:
     """Particle reaction problem set, defined as a graph like data structure.
@@ -123,7 +123,7 @@ class QNProblemSet:
     solving_settings: GraphSettings
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen
 class QuantumNumberSolution:
     node_quantum_numbers: Dict[int, GraphNodePropertyMap]
@@ -174,7 +174,7 @@ def get_name(rule: Any) -> str:
     return converted_dict
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define(on_setattr=attrs.setters.frozen)
 class QNResult:
     """Defines a result to a problem set processed by the solving code."""
diff --git a/src/qrules/topology.py b/src/qrules/topology.py
index 16f409e8..b8e6b769 100644
--- a/src/qrules/topology.py
+++ b/src/qrules/topology.py
@@ -168,7 +168,7 @@ def _to_frozenset(iterable: Iterable[int]) -> FrozenSet[int]:
     return frozenset(iterable)
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen(order=True)
 class Topology:
     """Directed Feynman-like graph without edge or node properties.
diff --git a/src/qrules/transition.py b/src/qrules/transition.py
index 75f03346..d0f3e96c 100644
--- a/src/qrules/transition.py
+++ b/src/qrules/transition.py
@@ -103,7 +103,7 @@ class SolvingMode(Enum):
     """Find all possible solutions."""
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define(on_setattr=attrs.setters.frozen)
 class ExecutionInfo:
     not_executed_node_rules: Dict[int, Set[str]] = field(
@@ -180,7 +180,7 @@ def extend(
             )
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @define
 class ProblemSet:
     """Particle reaction problem set, defined as a graph like data structure.
@@ -736,14 +736,14 @@ def _strip_spin(state_definition: Sequence[StateDefinition]) -> List[str]:
     return particle_names
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen(order=True)
 class State:
     particle: Particle = field(validator=instance_of(Particle))
     spin_projection: float = field(converter=_to_float)
 
 
-@implement_pretty_repr()
+@implement_pretty_repr
 @frozen(order=True)
 class StateTransition:
     """Frozen instance of a `.StateTransitionGraph` of a particle with spin."""