diff --git a/pdm.lock b/pdm.lock
index 988132c..414d1c4 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "dev"]
 strategy = ["cross_platform"]
 lock_version = "4.4.1"
-content_hash = "sha256:ff0897c740407251a4e9153fbcec0df97d8518eb4a44e53d8f585cde9ba5c07a"
+content_hash = "sha256:e844b8e768257937cfec22308459ee62c22f305618a89013304d8b468d5ebb20"
 
 [[package]]
 name = "aind-codeocean-api"
@@ -1941,7 +1941,7 @@ files = [
 
 [[package]]
 name = "npc-ephys"
-version = "0.1.14"
+version = "0.1.15"
 requires_python = ">=3.9"
 summary = "Tools for accessing and processing raw ephys data, compatible with data in the cloud."
 dependencies = [
@@ -1954,8 +1954,8 @@ dependencies = [
     "zarr>=2.16.1",
 ]
 files = [
-    {file = "npc_ephys-0.1.14-py3-none-any.whl", hash = "sha256:b59866f7e6b5a4e885ab298253c495a0a01454d2beca1fa1e0d597d46e53cf02"},
-    {file = "npc_ephys-0.1.14.tar.gz", hash = "sha256:a1b3da7b6d12af44cd3a3c9f7857a73c2795d2d554aff3a3d841ed052b459c3f"},
+    {file = "npc_ephys-0.1.15-py3-none-any.whl", hash = "sha256:b013adb9b02606bc78670ca4725c901b772aa59e6a66130489d4d353fef8f73f"},
+    {file = "npc_ephys-0.1.15.tar.gz", hash = "sha256:b19353fcdc5339822382bbffe7ce8cd13a3b8feda4ed8956b89b29c565fb8f7b"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index caa0279..629239b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "npc_sessions"
-version = "0.0.222"
+version = "0.0.223"
 description = "Tools and interfaces for working with behavior and epyhys sessions from the Mindscope Neuropixels team, in the cloud."
 authors = [
     { name = "Ben Hardcastle", email = "ben.hardcastle@alleninstitute.org" },
diff --git a/requirements.txt b/requirements.txt
index 20a378c..d6dfe62 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -79,7 +79,7 @@ ndx-events==0.2.0
 ndx-pose==0.1.1
 neo==0.13.0
 nest-asyncio==1.6.0
-npc-ephys==0.1.14
+npc-ephys==0.1.15
 npc-io==0.1.26
 npc-lims==0.1.150
 npc-mvr==0.1.6
diff --git a/src/npc_sessions/scripts/write_notebooks.py b/src/npc_sessions/scripts/write_notebooks.py
index 52acb4d..7755ed8 100644
--- a/src/npc_sessions/scripts/write_notebooks.py
+++ b/src/npc_sessions/scripts/write_notebooks.py
@@ -64,7 +64,9 @@ def write_notebooks(
     reversed: bool = False,
 ) -> None:
     t0 = time.time()
-    session_infos = utils.get_session_infos(session_type=session_type, reversed=reversed)
+    session_infos = utils.get_session_infos(
+        session_type=session_type, reversed=reversed
+    )
 
     helper_opts = {
         "version": version,
diff --git a/src/npc_sessions/scripts/write_sessions_to_cache.py b/src/npc_sessions/scripts/write_sessions_to_cache.py
index 57fa215..4d0a1fe 100644
--- a/src/npc_sessions/scripts/write_sessions_to_cache.py
+++ b/src/npc_sessions/scripts/write_sessions_to_cache.py
@@ -39,7 +39,9 @@ def write_sessions_to_cache(
     reversed: bool = False,
 ) -> None:
     t0 = time.time()
-    session_infos = utils.get_session_infos(session_type=session_type, reversed=reversed)
+    session_infos = utils.get_session_infos(
+        session_type=session_type, reversed=reversed
+    )
 
     helper_opts = {
         "skip_existing": skip_existing,
diff --git a/src/npc_sessions/scripts/write_sessions_to_nwb.py b/src/npc_sessions/scripts/write_sessions_to_nwb.py
index 0f2e946..14cee2a 100644
--- a/src/npc_sessions/scripts/write_sessions_to_nwb.py
+++ b/src/npc_sessions/scripts/write_sessions_to_nwb.py
@@ -40,7 +40,9 @@ def write_sessions_to_cache(
     reversed: bool = False,
 ) -> None:
     t0 = time.time()
-    session_infos = utils.get_session_infos(session_type=session_type, reversed=reversed)
+    session_infos = utils.get_session_infos(
+        session_type=session_type, reversed=reversed
+    )
 
     helper_opts = {
         "skip_existing": skip_existing,
diff --git a/src/npc_sessions/sessions.py b/src/npc_sessions/sessions.py
index 33e36b4..cf77727 100644
--- a/src/npc_sessions/sessions.py
+++ b/src/npc_sessions/sessions.py
@@ -209,7 +209,7 @@ class DynamicRoutingSession:
     excluded_stim_file_names = ["DynamicRouting1_670248_20230802_120703"]
     """File names (or substrings) that should never be considered as valid stim
     files, for example they are known to be corrupt and cannot be opened"""
-    
+
     mvr_to_nwb_camera_name = {
         "eye": "eye_camera",
         "face": "front_camera",
@@ -1129,14 +1129,19 @@ def get_epoch_record(stim_file: npc_io.PathLike) -> dict[str, Any]:
             interval_names = []
             if "RFMapping" in stim_name:
                 interval_names.extend(
-                    [utils.get_taskcontrol_intervals_table_name(n) for n in ("VisRFMapping", "AudRFMapping")]
+                    [
+                        utils.get_taskcontrol_intervals_table_name(n)
+                        for n in ("VisRFMapping", "AudRFMapping")
+                    ]
                 )
             else:
-                interval_names.append(utils.get_taskcontrol_intervals_table_name(stim_name))
+                interval_names.append(
+                    utils.get_taskcontrol_intervals_table_name(stim_name)
+                )
                 if self.task_stim_name in stim_file.name and self.is_task:
                     interval_names.append("performance")
             interval_names = list(dict.fromkeys(interval_names).keys())
-            
+
             invalid_times_notes: list[str] = []
             if not self.is_sync:
                 # only one stim, so we use its frame times as recorded on stim computer
@@ -2413,18 +2418,24 @@ def probe_letters_with_sorted_data(self) -> tuple[npc_session.ProbeRecord, ...]:
         if not self.is_sorted:
             return ()
         return self.sorted_data.probes
-    
+
     @property
     def probe_letters_skipped_by_sorting(self) -> tuple[npc_session.ProbeRecord, ...]:
         if not self.is_sorted:
             return ()
-        return tuple(npc_session.ProbeRecord(p) for p in 'ABCDEF' if p not in self.sorted_data.probes)
+        return tuple(
+            npc_session.ProbeRecord(p)
+            for p in "ABCDEF"
+            if p not in self.sorted_data.probes
+        )
 
     @property
     def probe_letters_to_skip(self) -> tuple[npc_session.ProbeRecord, ...]:
         """Includes probes skipped by sorting"""
         if (v := getattr(self, "_probe_letters_to_skip", None)) is not None:
-            probe_letters_to_skip = tuple(npc_session.ProbeRecord(letter) for letter in v)
+            probe_letters_to_skip = tuple(
+                npc_session.ProbeRecord(letter) for letter in v
+            )
         else:
             probe_letters_to_skip = ()
         return probe_letters_to_skip + self.probe_letters_skipped_by_sorting
diff --git a/src/npc_sessions/trials/TaskControl/DynamicRouting1.py b/src/npc_sessions/trials/TaskControl/DynamicRouting1.py
index 2e87925..a466b7f 100644
--- a/src/npc_sessions/trials/TaskControl/DynamicRouting1.py
+++ b/src/npc_sessions/trials/TaskControl/DynamicRouting1.py
@@ -761,7 +761,7 @@ def parse_wavelengths(
                 if not devices:
                     return (np.nan,)  # type: ignore
                 if devices in ("led_1", "led_2"):
-                    return (470, ) # behavior box cannulae test experiments
+                    return (470,)  # behavior box cannulae test experiments
                 try:
                     value = int(devices.split("_")[-1])
                 except ValueError as exc:
@@ -769,8 +769,10 @@ def parse_wavelengths(
                         f"Invalid opto devices string (expected 'laser_488' format): {devices}"
                     ) from exc
                 else:
-                    assert 300 < value < 1000, f"Unexpected wavelength parsed from `trialOptoDevice`: {value}"
-                    return (value, )
+                    assert (
+                        300 < value < 1000
+                    ), f"Unexpected wavelength parsed from `trialOptoDevice`: {value}"
+                    return (value,)
             result: tuple[int | np.floating, ...] = ()
             for device in devices:
                 result = result + parse_wavelengths(device)
diff --git a/src/npc_sessions/trials/TaskControl/OptoTagging.py b/src/npc_sessions/trials/TaskControl/OptoTagging.py
index 3349f59..60e7e84 100644
--- a/src/npc_sessions/trials/TaskControl/OptoTagging.py
+++ b/src/npc_sessions/trials/TaskControl/OptoTagging.py
@@ -8,8 +8,8 @@
 
 from __future__ import annotations
 
-from collections.abc import Iterable
 import datetime
+from collections.abc import Iterable
 
 import DynamicRoutingTask.TaskUtils
 import npc_io
@@ -46,11 +46,11 @@ def __init__(
         super().__init__(
             hdf5, sync, ephys_recording_dirs=ephys_recording_dirs, **kwargs
         )
-        
+
     @npc_io.cached_property
     def _datetime(self) -> datetime.datetime:
-        return npc_session.DatetimeRecord(self._hdf5['startTime'].asstr()[()]).dt
-    
+        return npc_session.DatetimeRecord(self._hdf5["startTime"].asstr()[()]).dt
+
     @npc_io.cached_property
     def _device(self) -> str:
         """If multiple devices were used, this should be ignored."""
@@ -79,20 +79,27 @@ def get_trial_opto_device(self, trial_idx: int) -> str:
         return devices[0]
 
     def assert_is_single_device(self) -> None:
-        assert self._hdf5.get("trialOptoDevice") is None, f"Multiple optotagging devices found for {self._datetime} session - update `get_trial_opto_device` method to handle multiple devices"
+        assert (
+            self._hdf5.get("trialOptoDevice") is None
+        ), f"Multiple optotagging devices found for {self._datetime} session - update `get_trial_opto_device` method to handle multiple devices"
 
     @npc_io.cached_property
     def _trial_opto_device(self) -> tuple[str, ...]:
         ## for multiple devices:
-        #return tuple(self.get_trial_opto_device(idx) for idx in range(self._len))
+        # return tuple(self.get_trial_opto_device(idx) for idx in range(self._len))
         self.assert_is_single_device()
         ## for single device:
         return (self._device,) * self._len
-    
-    def get_stim_recordings_from_sync(self, line_label: str = "laser_488") -> tuple[npc_samstim.StimRecording, ...] | None:
+
+    def get_stim_recordings_from_sync(
+        self, line_label: str = "laser_488"
+    ) -> tuple[npc_samstim.StimRecording, ...] | None:
         try:
             recordings = npc_samstim.get_stim_latencies_from_sync(
-                self._hdf5, self._sync, waveform_type="opto", line_index_or_label=npc_sync.get_sync_line_for_stim_onset(line_label)
+                self._hdf5,
+                self._sync,
+                waveform_type="opto",
+                line_index_or_label=npc_sync.get_sync_line_for_stim_onset(line_label),
             )
         except IndexError:
             return None
@@ -101,15 +108,15 @@ def get_stim_recordings_from_sync(self, line_label: str = "laser_488") -> tuple[
         ), f"{recordings.count(None) = } encountered: expected a recording of stim onset for every trial"
         # TODO check this works for all older sessions
         return tuple(_ for _ in recordings if _ is not None)
-        
+
     @npc_io.cached_property
     def _stim_recordings_488(self) -> tuple[npc_samstim.StimRecording, ...] | None:
         return self.get_stim_recordings_from_sync("laser_488")
-    
+
     @npc_io.cached_property
     def _stim_recordings_633(self) -> tuple[npc_samstim.StimRecording, ...] | None:
         return self.get_stim_recordings_from_sync("laser_633")
-    
+
     @npc_io.cached_property
     def _stim_recordings(self) -> tuple[npc_samstim.StimRecording, ...]:
         rec_488 = self._stim_recordings_488 or ()
@@ -124,12 +131,12 @@ def _stim_recordings(self) -> tuple[npc_samstim.StimRecording, ...]:
             else:
                 raise NotImplementedError(f"Unexpected opto device: {device}")
         return tuple(rec)
-    
+
     @npc_io.cached_property
     def _len(self) -> int:
         """Number of trials"""
         return len(self.trial_index)
-        
+
     @npc_io.cached_property
     def trial_index(self) -> npt.NDArray[np.int32]:
         """0-indexed"""
@@ -197,7 +204,7 @@ def _location(self) -> npt.NDArray[np.str_]:
                 [label[np.all(xy == v, axis=1)][0] for v in self._bregma_xy], dtype=str
             )[self.trial_index]
         raise ValueError("No known optotagging location data found")
-        
+
     @npc_io.cached_property
     def power(self) -> npt.NDArray[np.float64]:
         calibration_data = self._hdf5["optoPowerCalibrationData"]
@@ -225,10 +232,15 @@ def parse_wavelength(device: str) -> int:
                     f"Invalid opto device string (expected 'laser_488' format): {device}"
                 ) from exc
             else:
-                assert 300 < value < 1000, f"Unexpected wavelength parsed from `trialOptoDevice`: {value}"
+                assert (
+                    300 < value < 1000
+                ), f"Unexpected wavelength parsed from `trialOptoDevice`: {value}"
                 return value
-        return np.array([parse_wavelength(device) for device in self._trial_opto_device])
-            
+
+        return np.array(
+            [parse_wavelength(device) for device in self._trial_opto_device]
+        )
+
 
 if __name__ == "__main__":
     import doctest
diff --git a/src/npc_sessions/utils/cache.py b/src/npc_sessions/utils/cache.py
index 26ad938..53f469e 100644
--- a/src/npc_sessions/utils/cache.py
+++ b/src/npc_sessions/utils/cache.py
@@ -168,7 +168,9 @@ def write_nwb_component_to_cache(
     else:
         df = _remove_pynwb_containers_from_table(component)
         if df.empty:
-            logger.debug(f"{session_id} {component_name} is empty - but we're writing it to cache so we don't have to check again")
+            logger.debug(
+                f"{session_id} {component_name} is empty - but we're writing it to cache so we don't have to check again"
+            )
         df = add_session_metadata(df, session_id)
         _write_df_to_cache(
             session_id=session_id,