diff --git a/src/attrs/__init__.py b/src/attrs/__init__.py
index 0c2481561..00acbdb6a 100644
--- a/src/attrs/__init__.py
+++ b/src/attrs/__init__.py
@@ -43,6 +43,7 @@
     "AttrsInstance",
     "cmp_using",
     "converters",
+    "custom_fields",
     "define",
     "evolve",
     "exceptions",
diff --git a/src/attrs/custom_fields.py b/src/attrs/custom_fields.py
new file mode 100644
index 000000000..db2ee7aa9
--- /dev/null
+++ b/src/attrs/custom_fields.py
@@ -0,0 +1,64 @@
+from __future__ import annotations
+
+import typing
+
+from typing_extensions import Protocol
+
+from attr._make import _make_attr_tuple_class
+from attrs import Attribute, AttrsInstance, fields
+from attrs import resolve_types as _resolve_types
+
+
+__all__ = ["custom_fields"]
+
+T = typing.TypeVar("T")
+
+
+class AttributeModel(Protocol[T]):
+    """Custom attributes must conform to this."""
+
+    @classmethod
+    def _from_attrs_attribute(
+        cls: type[AttributeModel],
+        cl: type[AttrsInstance],
+        attribute: Attribute[T],
+    ) -> AttributeModel[T]:
+        """Create a custom attribute model from an `attrs.Attribute`."""
+        ...
+
+
+def custom_fields(
+    cls: type[AttrsInstance],
+    attribute_model: type[AttributeModel],
+    resolve_types: bool = False,
+):
+    """
+    Return the attrs fields tuple for cls with the provided attribute model.
+
+    :param type cls: Class to introspect.
+    :param attribute_model: The attribute model to use.
+    :param resolve_types: Whether to resolve the class types first.
+
+    :raise TypeError: If *cls* is not a class.
+    :raise attrs.exceptions.NotAnAttrsClassError: If *cls* is not an *attrs*
+        class.
+
+    :rtype: tuple (with name accessors) of `attribute_model`.
+
+    .. versionadded:: 23.2.0
+    """
+    attrs = getattr(cls, f"__attrs_{id(attribute_model)}__", None)
+
+    if attrs is None:
+        if resolve_types:
+            _resolve_types(cls)
+        base_attrs = fields(cls)
+        AttrsClass = _make_attr_tuple_class(
+            cls.__name__, [a.name for a in base_attrs]
+        )
+        attrs = AttrsClass(
+            attribute_model._from_attrs_attribute(cls, a) for a in base_attrs
+        )
+        setattr(cls, f"__attrs_{id(attribute_model)}__", attrs)
+
+    return attrs
diff --git a/tests/test_custom_fields.py b/tests/test_custom_fields.py
new file mode 100644
index 000000000..f178504cf
--- /dev/null
+++ b/tests/test_custom_fields.py
@@ -0,0 +1,76 @@
+"""Tests for the custom attributes functionality."""
+from __future__ import annotations
+
+from functools import partial
+from typing import Generic, TypeVar
+
+from attrs import Attribute, AttrsInstance, define
+from attrs.custom_fields import custom_fields
+
+
+T = TypeVar("T")
+
+
+@define
+class CustomAttribute(Generic[T]):
+    """A custom attribute, for tests."""
+
+    cl: type[AttrsInstance]
+    name: str
+    attribute_type: T
+
+    @classmethod
+    def _from_attrs_attribute(
+        cls, attrs_cls: type[AttrsInstance], attribute: Attribute[T]
+    ):
+        return cls(attrs_cls, attribute.name, attribute.type)
+
+
+cust_fields = partial(custom_fields, attribute_model=CustomAttribute)
+cust_resolved_fields = partial(
+    custom_fields, attribute_model=CustomAttribute, resolve_types=True
+)
+
+
+def test_simple_custom_fields():
+    """Simple custom attribute overriding works."""
+
+    @define
+    class Test:
+        a: int
+        b: float
+
+    for _ in range(2):
+        # Do it twice to test caching.
+        f = cust_fields(Test)
+
+        assert isinstance(f.a, CustomAttribute)
+        assert isinstance(f.b, CustomAttribute)
+
+        assert not hasattr(f, "c")
+
+        assert f.a.name == "a"
+        assert f.a.cl is Test
+        assert f.a.attribute_type == "int"
+
+
+def test_resolved_custom_fields():
+    """Resolved custom attributes work."""
+
+    @define
+    class Test:
+        a: int
+        b: float
+
+    for _ in range(2):
+        # Do it twice to test caching.
+        f = cust_resolved_fields(Test)
+
+        assert isinstance(f.a, CustomAttribute)
+        assert isinstance(f.b, CustomAttribute)
+
+        assert not hasattr(f, "c")
+
+        assert f.a.name == "a"
+        assert f.a.cl is Test
+        assert f.a.attribute_type is int