diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index f880b8d..b80de7d 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -76,11 +76,11 @@ You will find the built documentation in `docs/_build/html`.
       """
       Do something.
 
-      Parameters:
-        x: A very important parameter.
+      Args:
+          x: A very important parameter.
 
       Returns:
-        The result of doing something.
+          The result of doing something.
       """
   ```
 
diff --git a/src/stamina/_core.py b/src/stamina/_core.py
index 5f061ea..b288a03 100644
--- a/src/stamina/_core.py
+++ b/src/stamina/_core.py
@@ -325,29 +325,30 @@ def retry(
 
     All float-based time parameters are in seconds.
 
-    Parameters:
-        on: An Exception or a tuple of Exceptions on which the decorated
+    Args:
+        on:
+            An Exception or a tuple of Exceptions on which the decorated
             callable will be retried. There is no default -- you *must* pass
             this explicitly.
 
-        attempts: Maximum total number of attempts. Can be combined with
-            *timeout*.
+        attempts:
+            Maximum total number of attempts. Can be combined with *timeout*.
 
-        timeout: Maximum total time for all retries. Can be combined with
+        timeout:
+            Maximum total time for all retries. Can be combined with
             *attempts*.
 
         wait_initial: Minimum backoff before the *first* retry.
 
         wait_max: Maximum backoff time between retries at any time.
 
-        wait_jitter: Maximum *jitter* that is added to retry back-off delays
-            (the actual jitter added is a random number between 0 and
-            *wait_jitter*)
+        wait_jitter:
+            Maximum *jitter* that is added to retry back-off delays (the actual
+            jitter added is a random number between 0 and *wait_jitter*)
 
         wait_exp_base: The exponential base used to compute the retry backoff.
 
     .. versionchanged:: 23.1.0
-
        All time-related parameters can now be specified as a
        :class:`datetime.timedelta`.
 
diff --git a/src/stamina/instrumentation/_data.py b/src/stamina/instrumentation/_data.py
index fdd24cc..92495b9 100644
--- a/src/stamina/instrumentation/_data.py
+++ b/src/stamina/instrumentation/_data.py
@@ -30,14 +30,15 @@ class RetryDetails:
 
         kwargs: Keyword arguments that were passed to the callable.
 
-        retry_num: Number of the retry attempt. Starts at 1 after the first
-            failure.
+        retry_num:
+            Number of the retry attempt. Starts at 1 after the first failure.
 
-        wait_for: Time in seconds that *stamina* will wait before the next
-            attempt.
+        wait_for:
+            Time in seconds that *stamina* will wait before the next attempt.
 
-        waited_so_far: Time in seconds that *stamina* has waited so far for the
-            current callable.
+        waited_so_far:
+            Time in seconds that *stamina* has waited so far for the current
+            callable.
 
         caused_by: Exception that caused the retry attempt.
 
diff --git a/src/stamina/instrumentation/_hooks.py b/src/stamina/instrumentation/_hooks.py
index 3907202..64b0a9b 100644
--- a/src/stamina/instrumentation/_hooks.py
+++ b/src/stamina/instrumentation/_hooks.py
@@ -58,9 +58,9 @@ def set_on_retry_hooks(
     Set hooks that are called after a retry has been scheduled.
 
     Args:
-        hooks: Hooks to call after a retry has been scheduled. Passing
-            None resets to default. To deactivate instrumentation, pass an
-            empty iterable.
+        hooks:
+            Hooks to call after a retry has been scheduled. Passing None resets
+            to default. To deactivate instrumentation, pass an empty iterable.
 
     .. versionadded:: 23.2.0
     """