diff --git a/tools/bt/ble_log_console/conftest.py b/tools/bt/ble_log_console/conftest.py
index 0ad3a62cc77..272a2fee7b7 100644
--- a/tools/bt/ble_log_console/conftest.py
+++ b/tools/bt/ble_log_console/conftest.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 import sys
 from pathlib import Path
 
diff --git a/tools/bt/ble_log_console/src/__init__.py b/tools/bt/ble_log_console/src/__init__.py
index 3609c82fad9..01d90b52da3 100644
--- a/tools/bt/ble_log_console/src/__init__.py
+++ b/tools/bt/ble_log_console/src/__init__.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 import sys
 
 if sys.version_info < (3, 10):  # noqa: UP036 — runtime guard for users on old Python
diff --git a/tools/bt/ble_log_console/src/app.py b/tools/bt/ble_log_console/src/app.py
index 92ec1291b96..9772dc7e104 100644
--- a/tools/bt/ble_log_console/src/app.py
+++ b/tools/bt/ble_log_console/src/app.py
@@ -1,59 +1,57 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Textual App wiring backend Worker to frontend widgets.
 
 See Spec Section 6.
 """
-
 import struct
 import threading
 import time
 from datetime import datetime
 from pathlib import Path
 from typing import cast
+from typing import Optional
 
 import serial
-from textual.app import App
-from textual.app import ComposeResult
-from textual.binding import Binding
-from textual.message import Message
-
 from src.backend.frame_parser import FrameParser
 from src.backend.internal_decoder import decode_internal_frame
-from src.backend.models import FRAME_OVERHEAD
-from src.backend.models import LL_TS_OFFSET
 from src.backend.models import BackendStopped
 from src.backend.models import BleLogSource
 from src.backend.models import BufUtilEntry
 from src.backend.models import BufUtilResult
 from src.backend.models import EnhStatResult
+from src.backend.models import FRAME_OVERHEAD
 from src.backend.models import FrameLossDetected
 from src.backend.models import FunnelSnapshot
+from src.backend.models import has_os_ts
 from src.backend.models import InfoResult
 from src.backend.models import InternalFrameDecoded
 from src.backend.models import InternalSource
+from src.backend.models import is_ll_source
 from src.backend.models import LaunchConfig
+from src.backend.models import LL_TS_OFFSET
 from src.backend.models import LogLine
 from src.backend.models import LossType
 from src.backend.models import ParsedFrame
+from src.backend.models import resolve_source_name
 from src.backend.models import SourcePeakWrite
 from src.backend.models import StatsUpdated
 from src.backend.models import SyncState
 from src.backend.models import SyncStateChanged
 from src.backend.models import TrafficSpikeDetected
-from src.backend.models import has_os_ts
-from src.backend.models import is_ll_source
-from src.backend.models import resolve_source_name
 from src.backend.stats import StatsAccumulator
-from src.backend.uart_transport import UART_BLOCK_SIZE
 from src.backend.uart_transport import open_serial
+from src.backend.uart_transport import UART_BLOCK_SIZE
 from src.frontend.launch_screen import LaunchScreen
 from src.frontend.log_view import LogView
 from src.frontend.shortcut_screen import ShortcutScreen
 from src.frontend.stats_screen import BufUtilScreen
 from src.frontend.stats_screen import StatsScreen
 from src.frontend.status_panel import StatusPanel
+from textual.app import App
+from textual.app import ComposeResult
+from textual.binding import Binding
+from textual.message import Message
 
 STATS_INTERVAL = 0.25  # seconds
 
@@ -85,21 +83,21 @@ class BLELogApp(App):
 
     def __init__(
         self,
-        port: str | None = None,
+        port: Optional[str] = None,
         baudrate: int = 3_000_000,
-        log_dir: Path | None = None,
+        log_dir: Optional[Path] = None,
     ) -> None:
         super().__init__()
         self._port = port
         self._baudrate = baudrate
         self._log_dir = log_dir or Path.cwd()
-        self._output_path: Path | None = None
-        self._serial: serial.Serial | None = None
+        self._output_path: Optional[Path] = None
+        self._serial: Optional[serial.Serial] = None
         # All-time per-source chip write peak (updated from StatsUpdated messages)
-        self._max_per_source_peak: dict[int, SourcePeakWrite] | None = None
-        self._ll_max_per_source_peak: dict[int, SourcePeakWrite] | None = None
+        self._max_per_source_peak: Optional[dict[int, SourcePeakWrite]] = None
+        self._ll_max_per_source_peak: Optional[dict[int, SourcePeakWrite]] = None
         # Console-side per-source received bytes (from StatsUpdated snapshots)
-        self._per_source_rx_bytes: dict[int, int] | None = None
+        self._per_source_rx_bytes: Optional[dict[int, int]] = None
         self._funnel_snapshots: list[FunnelSnapshot] = []
         self._buf_util_snapshots: list[BufUtilEntry] = []
         # Wall-clock capture start (set when backend loop begins)
@@ -115,7 +113,10 @@ class BLELogApp(App):
             self._resolve_output_path()
             self.run_worker(self._backend_loop, thread=True, exclusive=True)
         else:
-            self.push_screen(LaunchScreen(default_log_dir=self._log_dir), callback=self._on_launch_result)
+            self.push_screen(
+                LaunchScreen(default_log_dir=self._log_dir),
+                callback=self._on_launch_result,
+            )
 
     @property
     def funnel_snapshots(self) -> list[FunnelSnapshot]:
@@ -125,7 +126,7 @@ class BLELogApp(App):
     def buf_util_snapshots(self) -> list[BufUtilEntry]:
         return self._buf_util_snapshots
 
-    def _on_launch_result(self, config: LaunchConfig | None) -> None:
+    def _on_launch_result(self, config: Optional[LaunchConfig]) -> None:
         """Handle Launch Screen dismissal."""
         if config is None:
             self.exit()
@@ -146,7 +147,9 @@ class BLELogApp(App):
         """Thread-safe message posting from backend worker."""
         self.call_from_thread(self.post_message, msg)
 
-    def _emit_stats(self, stats: StatsAccumulator, parser: FrameParser, last_time: float) -> float:
+    def _emit_stats(
+        self, stats: StatsAccumulator, parser: FrameParser, last_time: float
+    ) -> float:
         """Emit a stats snapshot if the interval has elapsed. Returns updated timestamp."""
         now = time.perf_counter()
         if now - last_time < STATS_INTERVAL:
@@ -190,14 +193,18 @@ class BLELogApp(App):
         # Lazy file handles — created on first data arrival
         output_file = None
         console_log_file = None
-        console_log_path = self._output_path.with_name(self._output_path.stem + '_console.log')
+        console_log_path = self._output_path.with_name(
+            self._output_path.stem + '_console.log'
+        )
 
         try:
             while True:
                 with self._serial_lock:
                     block = ser.read(UART_BLOCK_SIZE)
                 if not block:
-                    last_snapshot_time = self._emit_stats(stats, parser, last_snapshot_time)
+                    last_snapshot_time = self._emit_stats(
+                        stats, parser, last_snapshot_time
+                    )
                     continue
 
                 # 1. Save raw binary (lazy-open on first block)
@@ -223,18 +230,31 @@ class BLELogApp(App):
                     if isinstance(item, ParsedFrame):
                         frame_size = len(item.payload) + FRAME_OVERHEAD
                         if item.source_code != BleLogSource.INTERNAL:
-                            stats.record_frame(frame_size, item.source_code, item.frame_sn)
+                            stats.record_frame(
+                                frame_size, item.source_code, item.frame_sn
+                            )
                             stats.record_frame_traffic(frame_size, item.source_code)
                         else:
                             stats.record_frame()  # count frame for transport metrics, no SN tracking
-                        if has_os_ts(item.source_code) and item.source_code != BleLogSource.INTERNAL:
-                            stats.record_frame_ts(item.os_ts_ms, frame_size, item.source_code)
+                        if (
+                            has_os_ts(item.source_code)
+                            and item.source_code != BleLogSource.INTERNAL
+                        ):
+                            stats.record_frame_ts(
+                                item.os_ts_ms, frame_size, item.source_code
+                            )
                         elif is_ll_source(item.source_code) and len(item.payload) >= 6:
-                            (lc_ts_us,) = struct.unpack_from('<I', item.payload, LL_TS_OFFSET)
-                            stats.record_ll_frame_ts(lc_ts_us, frame_size, item.source_code)
+                            (lc_ts_us,) = struct.unpack_from(
+                                '<I', item.payload, LL_TS_OFFSET
+                            )
+                            stats.record_ll_frame_ts(
+                                lc_ts_us, frame_size, item.source_code
+                            )
                         elif item.source_code == BleLogSource.REDIR:
                             wall_ms = int(time.perf_counter() * 1000) & 0xFFFFFFFF
-                            stats.record_frame_wall_ts(wall_ms, frame_size, item.source_code)
+                            stats.record_frame_wall_ts(
+                                wall_ms, frame_size, item.source_code
+                            )
 
                         # Decode internal frames
                         if item.source_code == BleLogSource.INTERNAL:
@@ -251,7 +271,10 @@ class BLELogApp(App):
 
                                 self._post(InternalFrameDecoded(int_src, decoded))
 
-                                if int_src in (InternalSource.INIT_DONE, InternalSource.INFO):
+                                if int_src in (
+                                    InternalSource.INIT_DONE,
+                                    InternalSource.INFO,
+                                ):
                                     info = cast(InfoResult, decoded)
                                     stats.set_firmware_version(info['version'])
                                 if int_src == InternalSource.INIT_DONE:
@@ -269,7 +292,9 @@ class BLELogApp(App):
                                         baudrate=self._baudrate,
                                     )
                                     if new_frames > 0:
-                                        source_name = resolve_source_name(enh['src_code'])
+                                        source_name = resolve_source_name(
+                                            enh['src_code']
+                                        )
                                         self._post(
                                             FrameLossDetected(
                                                 source_name,
@@ -290,7 +315,9 @@ class BLELogApp(App):
                         # A single log line may span multiple frames due to
                         # batch sealing, so buffer partial lines until '\n'.
                         elif item.source_code == BleLogSource.REDIR:
-                            payload_text = item.payload.decode('ascii', errors='replace')
+                            payload_text = item.payload.decode(
+                                'ascii', errors='replace'
+                            )
 
                             # Write raw payload to console log (independent of line buffering)
                             if console_log_file is None:
@@ -356,7 +383,9 @@ class BLELogApp(App):
         if msg.int_src == InternalSource.INIT_DONE:
             info = cast(InfoResult, msg.payload)
             log_view = self.query_one(LogView)
-            log_view.write_info(f'BLE Log v{info["version"]} initialized - statistics reset')
+            log_view.write_info(
+                f"BLE Log v{info['version']} initialized - statistics reset"
+            )
         elif msg.int_src == InternalSource.FLUSH:
             log_view = self.query_one(LogView)
             log_view.write_info('Firmware flush - SN counters reset')
@@ -379,13 +408,17 @@ class BLELogApp(App):
 
     def on_traffic_spike_detected(self, msg: TrafficSpikeDetected) -> None:
         top_sources = sorted(msg.per_source.items(), key=lambda x: x[1], reverse=True)
-        src_parts = ', '.join(f'{resolve_source_name(s)} {p:.0f}%' for s, p in top_sources if p >= 1.0)
+        src_parts = ', '.join(
+            f'{resolve_source_name(s)} {p:.0f}%' for s, p in top_sources if p >= 1.0
+        )
         if msg.utilization_pct >= 100.0:
             util_str = 'saturated'
         else:
             util_str = f'{msg.utilization_pct:.0f}% wire'
         log_view = self.query_one(LogView)
-        log_view.write_traffic(f'{msg.throughput_kbs:.0f} KB/s ({util_str}) over {msg.duration_ms:.0f}ms | {src_parts}')
+        log_view.write_traffic(
+            f'{msg.throughput_kbs:.0f} KB/s ({util_str}) over {msg.duration_ms:.0f}ms | {src_parts}'
+        )
 
     # --- Actions ---
 
diff --git a/tools/bt/ble_log_console/src/backend/checksum.py b/tools/bt/ble_log_console/src/backend/checksum.py
index 227193cef71..634076634c2 100644
--- a/tools/bt/ble_log_console/src/backend/checksum.py
+++ b/tools/bt/ble_log_console/src/backend/checksum.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Checksum implementations matching BLE Log firmware (ble_log_util.c).
 
 Two algorithms:
@@ -11,7 +10,6 @@ The firmware's ror32 alignment compensation makes the XOR checksum
 alignment-independent — simple word-by-word XOR produces the same result
 regardless of the original buffer alignment.
 """
-
 import struct
 
 
diff --git a/tools/bt/ble_log_console/src/backend/frame_parser.py b/tools/bt/ble_log_console/src/backend/frame_parser.py
index e21ba4bcbff..7aae9bbf41d 100644
--- a/tools/bt/ble_log_console/src/backend/frame_parser.py
+++ b/tools/bt/ble_log_console/src/backend/frame_parser.py
@@ -1,25 +1,25 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Frame sync state machine with checksum auto-detection.
 
 Parses BLE Log module frames from a raw byte stream.
 See Spec Sections 7, 8.
 """
-
 from collections.abc import Callable
+from typing import Optional
+from typing import Union
 
 from src.backend.checksum import sum_checksum
 from src.backend.checksum import xor_checksum
 from src.backend.models import CHECKSUM_STRUCT
+from src.backend.models import ChecksumAlgorithm
+from src.backend.models import ChecksumMode
+from src.backend.models import ChecksumScope
 from src.backend.models import FRAME_HEADER_SIZE
 from src.backend.models import FRAME_OVERHEAD
 from src.backend.models import HEADER_STRUCT
 from src.backend.models import MAX_FRAME_SIZE
 from src.backend.models import MAX_REMAINDER_SIZE
-from src.backend.models import ChecksumAlgorithm
-from src.backend.models import ChecksumMode
-from src.backend.models import ChecksumScope
 from src.backend.models import ParsedFrame
 from src.backend.models import SyncState
 
@@ -42,7 +42,7 @@ class FrameParser:
     def __init__(self) -> None:
         self._remained = b''
         self._sync_state = SyncState.SEARCHING
-        self._checksum_mode: ChecksumMode | None = None
+        self._checksum_mode: Optional[ChecksumMode] = None
         self._confirm_count = 0
         self._loss_count = 0
         self._ascii_buffer = ''
@@ -53,10 +53,10 @@ class FrameParser:
         return self._sync_state
 
     @property
-    def checksum_mode(self) -> ChecksumMode | None:
+    def checksum_mode(self) -> Optional[ChecksumMode]:
         return self._checksum_mode
 
-    def feed(self, data: bytes) -> list[ParsedFrame | str]:
+    def feed(self, data: bytes) -> list[Union[ParsedFrame, str]]:
         """Feed raw bytes into the parser.
 
         Returns a list of:
@@ -64,7 +64,7 @@ class FrameParser:
         - str for ASCII log lines or warning messages
         """
         self._remained += data
-        results: list[ParsedFrame | str] = []
+        results: list[Union[ParsedFrame, str]] = []
 
         # Bounded buffer check (Review Correction #2)
         if len(self._remained) > MAX_REMAINDER_SIZE:
@@ -85,7 +85,10 @@ class FrameParser:
                     results.append(frame)
                     offset = next_offset
                     self._on_frame_found(mode)
-                elif self._sync_state == SyncState.CONFIRMING_SYNC and self._might_be_incomplete_frame(buf, offset):
+                elif (
+                    self._sync_state == SyncState.CONFIRMING_SYNC
+                    and self._might_be_incomplete_frame(buf, offset)
+                ):
                     break
                 elif (
                     self._sync_state == SyncState.SEARCHING
@@ -95,7 +98,7 @@ class FrameParser:
                     break
                 else:
                     if not self._ever_synced:
-                        self._collect_ascii(buf[offset : offset + 1], results)
+                        self._collect_ascii(buf[offset:offset + 1], results)
                     offset += 1
             else:
                 # SYNCED or CONFIRMING_LOSS: use locked checksum mode
@@ -132,7 +135,7 @@ class FrameParser:
         offset: int,
         checksum_fn: Callable[[bytes], int],
         scope: ChecksumScope,
-    ) -> tuple[ParsedFrame, int] | None:
+    ) -> Optional[tuple[ParsedFrame, int]]:
         """Try to parse a frame at the given offset with specific checksum params."""
         if offset + FRAME_HEADER_SIZE > len(buf):
             return None
@@ -145,8 +148,10 @@ class FrameParser:
         if offset + FRAME_OVERHEAD + payload_len > len(buf):
             return None
 
-        header = buf[offset : offset + FRAME_HEADER_SIZE]
-        payload = buf[offset + FRAME_HEADER_SIZE : offset + FRAME_HEADER_SIZE + payload_len]
+        header = buf[offset:offset + FRAME_HEADER_SIZE]
+        payload = buf[
+            offset + FRAME_HEADER_SIZE:offset + FRAME_HEADER_SIZE + payload_len
+        ]
         checksum_offset = offset + FRAME_HEADER_SIZE + payload_len
         stored_checksum = CHECKSUM_STRUCT.unpack_from(buf, checksum_offset)[0]
 
@@ -177,7 +182,9 @@ class FrameParser:
         next_offset = offset + FRAME_OVERHEAD + payload_len
         return frame, next_offset
 
-    def _try_parse_with_probe(self, buf: bytes, offset: int) -> tuple[ParsedFrame, int, ChecksumMode] | None:
+    def _try_parse_with_probe(
+        self, buf: bytes, offset: int
+    ) -> Optional[tuple[ParsedFrame, int, ChecksumMode]]:
         """Try all checksum combinations at the given offset (SEARCHING mode)."""
         for algo, scope, fn in _CHECKSUM_PROBES:
             result = self._try_parse_at(buf, offset, fn, scope)
@@ -187,11 +194,17 @@ class FrameParser:
                 return frame, next_offset, mode
         return None
 
-    def _try_parse_locked(self, buf: bytes, offset: int) -> tuple[ParsedFrame, int] | None:
+    def _try_parse_locked(
+        self, buf: bytes, offset: int
+    ) -> Optional[tuple[ParsedFrame, int]]:
         """Try to parse with the locked checksum mode."""
         if self._checksum_mode is None:
             return None
-        fn = xor_checksum if self._checksum_mode.algorithm == ChecksumAlgorithm.XOR else sum_checksum
+        fn = (
+            xor_checksum
+            if self._checksum_mode.algorithm == ChecksumAlgorithm.XOR
+            else sum_checksum
+        )
         return self._try_parse_at(buf, offset, fn, self._checksum_mode.scope)
 
     def _on_frame_found(self, mode: ChecksumMode) -> None:
@@ -241,7 +254,10 @@ class FrameParser:
             return True
         if remaining >= FRAME_HEADER_SIZE:
             payload_len, _ = HEADER_STRUCT.unpack_from(buf, offset)
-            if payload_len <= MAX_FRAME_SIZE and remaining < FRAME_OVERHEAD + payload_len:
+            if (
+                payload_len <= MAX_FRAME_SIZE
+                and remaining < FRAME_OVERHEAD + payload_len
+            ):
                 return True
         return False
 
@@ -250,7 +266,9 @@ class FrameParser:
             self._ever_synced = True
         self._sync_state = new_state
 
-    def _collect_ascii(self, byte_data: bytes, results: list[ParsedFrame | str]) -> None:
+    def _collect_ascii(
+        self, byte_data: bytes, results: list[Union[ParsedFrame, str]]
+    ) -> None:
         """Collect bytes for ASCII line assembly.
 
         Only printable ASCII (0x20-0x7E) and newline (0x0A) are collected.
@@ -265,7 +283,7 @@ class FrameParser:
                     results.append(self._ascii_buffer)
                     self._ascii_buffer = ''
 
-    def _flush_ascii(self, results: list[ParsedFrame | str]) -> None:
+    def _flush_ascii(self, results: list[Union[ParsedFrame, str]]) -> None:
         """Flush any pending ASCII buffer."""
         if self._ascii_buffer:
             results.append(self._ascii_buffer)
diff --git a/tools/bt/ble_log_console/src/backend/internal_decoder.py b/tools/bt/ble_log_console/src/backend/internal_decoder.py
index 874211df3f1..cc9cb6cec29 100644
--- a/tools/bt/ble_log_console/src/backend/internal_decoder.py
+++ b/tools/bt/ble_log_console/src/backend/internal_decoder.py
@@ -1,13 +1,12 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Decode BLE_LOG_SRC_INTERNAL(0) frame payloads.
 
 Payload format on wire: [4B os_ts][1B int_src_code][variable sub-payload]
 See Spec Section 9.
 """
-
 import struct
+from typing import Optional
 
 from src.backend.models import BufUtilResult
 from src.backend.models import EnhStatResult
@@ -28,7 +27,7 @@ _ENH_STAT_STRUCT = struct.Struct('<BBIIII')
 _BUF_UTIL_STRUCT = struct.Struct('<BBBB')
 
 
-def decode_internal_frame(payload: bytes) -> InternalDecoderResult | None:
+def decode_internal_frame(payload: bytes) -> Optional[InternalDecoderResult]:
     """Decode an INTERNAL frame payload.
 
     Args:
@@ -65,9 +64,14 @@ def decode_internal_frame(payload: bytes) -> InternalDecoderResult | None:
     if int_src == InternalSource.ENH_STAT:
         if len(sub_payload) < _ENH_STAT_STRUCT.size:
             return None
-        _, src_code, written_frame_cnt, lost_frame_cnt, written_bytes_cnt, lost_bytes_cnt = (
-            _ENH_STAT_STRUCT.unpack_from(sub_payload, 0)
-        )
+        (
+            _,
+            src_code,
+            written_frame_cnt,
+            lost_frame_cnt,
+            written_bytes_cnt,
+            lost_bytes_cnt,
+        ) = _ENH_STAT_STRUCT.unpack_from(sub_payload, 0)
         return EnhStatResult(
             int_src=int_src,
             src_code=src_code,
@@ -81,7 +85,9 @@ def decode_internal_frame(payload: bytes) -> InternalDecoderResult | None:
     if int_src == InternalSource.BUF_UTIL:
         if len(sub_payload) < _BUF_UTIL_STRUCT.size:
             return None
-        _, lbm_id, trans_cnt, inflight_peak = _BUF_UTIL_STRUCT.unpack_from(sub_payload, 0)
+        _, lbm_id, trans_cnt, inflight_peak = _BUF_UTIL_STRUCT.unpack_from(
+            sub_payload, 0
+        )
         pool = (lbm_id >> 4) & 0x0F
         index = lbm_id & 0x0F
         return BufUtilResult(
diff --git a/tools/bt/ble_log_console/src/backend/models.py b/tools/bt/ble_log_console/src/backend/models.py
index 6eb46e63738..7297dd591f0 100644
--- a/tools/bt/ble_log_console/src/backend/models.py
+++ b/tools/bt/ble_log_console/src/backend/models.py
@@ -1,12 +1,13 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 import struct
 from dataclasses import dataclass
 from dataclasses import field
 from enum import Enum
 from pathlib import Path
+from typing import Optional
 from typing import TypedDict
+from typing import Union
 
 from textual.message import Message
 
@@ -87,7 +88,9 @@ _NO_OS_TS_SOURCES: frozenset[int] = frozenset(
 )
 
 
-_LL_SOURCES: frozenset[int] = frozenset({BleLogSource.LL_TASK, BleLogSource.LL_HCI, BleLogSource.LL_ISR})
+_LL_SOURCES: frozenset[int] = frozenset(
+    {BleLogSource.LL_TASK, BleLogSource.LL_HCI, BleLogSource.LL_ISR}
+)
 
 LL_TS_OFFSET = 2  # lc_ts starts at payload[2:6]
 LL_TS_SIZE = 4
@@ -130,13 +133,13 @@ class BufUtilPool(int, Enum):
 # --- Data classes ---
 
 
-@dataclass(slots=True)
+@dataclass
 class ChecksumMode:
     algorithm: ChecksumAlgorithm
     scope: ChecksumScope
 
 
-@dataclass(slots=True)
+@dataclass
 class ParsedFrame:
     source_code: int
     frame_sn: int
@@ -144,7 +147,7 @@ class ParsedFrame:
     os_ts_ms: int  # extracted from first 4 bytes of payload; only valid when has_os_ts(source_code) is True
 
 
-@dataclass(slots=True)
+@dataclass
 class SourcePeakWrite:
     """Peak write burst for a single source within a 1ms window."""
 
@@ -152,7 +155,7 @@ class SourcePeakWrite:
     peak_bytes: int = 0  # total bytes in that same window
 
 
-@dataclass(slots=True)
+@dataclass
 class SourceStats:
     """Console-side accumulated per-source statistics (resilient to firmware counter resets)."""
 
@@ -202,7 +205,7 @@ def resolve_lbm_name(pool: int, index: int) -> str:
     return f'lbm_{pool}_{index}'
 
 
-@dataclass(slots=True)
+@dataclass
 class TransportSnapshot:
     """Snapshot of transport-layer metrics for the current stats interval."""
 
@@ -212,7 +215,7 @@ class TransportSnapshot:
     fps: float = 0.0
 
 
-@dataclass(slots=True)
+@dataclass
 class LossSnapshot:
     """Snapshot of firmware-reported cumulative loss."""
 
@@ -220,12 +223,12 @@ class LossSnapshot:
     total_bytes: int = 0
 
 
-@dataclass(slots=True)
+@dataclass
 class PeakBurstSnapshot:
     """Peak write burst metrics for a single clock domain (os_ts or lc_ts)."""
 
-    per_source: dict[SourceCode, SourcePeakWrite] | None = None
-    max_per_source: dict[SourceCode, SourcePeakWrite] | None = None
+    per_source: Optional[dict[SourceCode, SourcePeakWrite]] = None
+    max_per_source: Optional[dict[SourceCode, SourcePeakWrite]] = None
 
 
 class LossType(str, Enum):
@@ -271,7 +274,7 @@ class FunnelSnapshot:
     throughput: ThroughputInfo
 
 
-@dataclass(slots=True)
+@dataclass
 class LaunchConfig:
     """Configuration returned by the Launch Screen."""
 
@@ -280,7 +283,7 @@ class LaunchConfig:
     log_dir: Path
 
 
-@dataclass(slots=True)
+@dataclass
 class FrameStats:
     """Periodic stats snapshot with metrics grouped by dimension."""
 
@@ -288,10 +291,10 @@ class FrameStats:
     loss: LossSnapshot = field(default_factory=LossSnapshot)
     os_peak: PeakBurstSnapshot = field(default_factory=PeakBurstSnapshot)
     ll_peak: PeakBurstSnapshot = field(default_factory=PeakBurstSnapshot)
-    per_source_rx_bytes: dict[SourceCode, int] | None = None
+    per_source_rx_bytes: Optional[dict[SourceCode, int]] = None
     sync_state: SyncState = SyncState.SEARCHING
-    checksum_algorithm: ChecksumAlgorithm | None = None
-    checksum_scope: ChecksumScope | None = None
+    checksum_algorithm: Optional[ChecksumAlgorithm] = None
+    checksum_scope: Optional[ChecksumScope] = None
 
 
 # --- TypedDicts for internal decoder results ---
@@ -323,7 +326,7 @@ class BufUtilResult(TypedDict):
     os_ts_ms: int
 
 
-InternalDecoderResult = InfoResult | EnhStatResult | BufUtilResult
+InternalDecoderResult = Union[InfoResult, EnhStatResult, BufUtilResult]
 
 
 # --- Textual Messages (backend -> frontend) ---
@@ -339,8 +342,8 @@ class StatsUpdated(Message):
     def __init__(
         self,
         stats: FrameStats,
-        funnel_snapshots: list[FunnelSnapshot] | None = None,
-        buf_util_snapshots: list[BufUtilEntry] | None = None,
+        funnel_snapshots: Optional[list[FunnelSnapshot]] = None,
+        buf_util_snapshots: Optional[list[BufUtilEntry]] = None,
     ) -> None:
         super().__init__()
         self.stats = stats
@@ -368,7 +371,7 @@ class FrameLossDetected(Message):
         loss_type: LossType,
         lost_frames: int,
         lost_bytes: int,
-        sn_range: tuple[int, int] | None = None,
+        sn_range: Optional[tuple[int, int]] = None,
     ) -> None:
         super().__init__()
         self.source_name = source_name
diff --git a/tools/bt/ble_log_console/src/backend/stats/__init__.py b/tools/bt/ble_log_console/src/backend/stats/__init__.py
index e162df47761..ded0f8cffbb 100644
--- a/tools/bt/ble_log_console/src/backend/stats/__init__.py
+++ b/tools/bt/ble_log_console/src/backend/stats/__init__.py
@@ -1,13 +1,11 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Stats package -- re-exports for backward-compatible imports."""
-
 from src.backend.stats.accumulator import StatsAccumulator
 from src.backend.stats.firmware_loss import FirmwareLossTracker
 from src.backend.stats.firmware_written import FirmwareWrittenTracker
-from src.backend.stats.peak_burst import WRITE_RATE_WINDOW_MS
 from src.backend.stats.peak_burst import PeakBurstTracker
+from src.backend.stats.peak_burst import WRITE_RATE_WINDOW_MS
 from src.backend.stats.sn_gap import REORDER_WINDOW
 from src.backend.stats.sn_gap import SN_MAX
 from src.backend.stats.sn_gap import SNGapTracker
@@ -16,8 +14,8 @@ from src.backend.stats.traffic_spike import TRAFFIC_THRESHOLD_PCT
 from src.backend.stats.traffic_spike import TRAFFIC_WINDOW_SEC
 from src.backend.stats.traffic_spike import TrafficSpikeDetector
 from src.backend.stats.traffic_spike import TrafficSpikeResult
-from src.backend.stats.transport import UART_BITS_PER_BYTE
 from src.backend.stats.transport import TransportMetrics
+from src.backend.stats.transport import UART_BITS_PER_BYTE
 
 __all__ = [
     'FirmwareLossTracker',
diff --git a/tools/bt/ble_log_console/src/backend/stats/buf_util.py b/tools/bt/ble_log_console/src/backend/stats/buf_util.py
index 7b2d952b140..9449b077736 100644
--- a/tools/bt/ble_log_console/src/backend/stats/buf_util.py
+++ b/tools/bt/ble_log_console/src/backend/stats/buf_util.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from __future__ import annotations
 
 from src.backend.models import BufUtilEntry
diff --git a/tools/bt/ble_log_console/src/backend/stats/firmware_loss.py b/tools/bt/ble_log_console/src/backend/stats/firmware_loss.py
index c6f4ca898e8..2b8b36fe3c6 100644
--- a/tools/bt/ble_log_console/src/backend/stats/firmware_loss.py
+++ b/tools/bt/ble_log_console/src/backend/stats/firmware_loss.py
@@ -1,11 +1,9 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Firmware ENH_STAT loss tracking with incremental delta accumulation.
 
 Resilient to firmware counter resets from ``ble_log_bench_reset_stat``.
 """
-
 from src.backend.models import LossSnapshot
 from src.backend.models import SourceCode
 
diff --git a/tools/bt/ble_log_console/src/backend/stats/firmware_written.py b/tools/bt/ble_log_console/src/backend/stats/firmware_written.py
index 08a23b45dfa..88fe73a421a 100644
--- a/tools/bt/ble_log_console/src/backend/stats/firmware_written.py
+++ b/tools/bt/ble_log_console/src/backend/stats/firmware_written.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from src.backend.models import SourceCode
 
 
diff --git a/tools/bt/ble_log_console/src/backend/stats/peak_burst.py b/tools/bt/ble_log_console/src/backend/stats/peak_burst.py
index 142253e5bf7..e019de14021 100644
--- a/tools/bt/ble_log_console/src/backend/stats/peak_burst.py
+++ b/tools/bt/ble_log_console/src/backend/stats/peak_burst.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Sliding-window peak write burst tracker.
 
 Tracks the densest burst of log writes within a configurable time window
@@ -12,7 +11,6 @@ happen at microsecond frequency, many frames share the same ms timestamp.
 Instead of computing an inaccurate fps, we count frames and bytes within
 the densest window.
 """
-
 from collections import deque
 
 from src.backend.models import PeakBurstSnapshot
diff --git a/tools/bt/ble_log_console/src/backend/stats/sn_gap.py b/tools/bt/ble_log_console/src/backend/stats/sn_gap.py
index fb2559301f2..95bc142976f 100644
--- a/tools/bt/ble_log_console/src/backend/stats/sn_gap.py
+++ b/tools/bt/ble_log_console/src/backend/stats/sn_gap.py
@@ -1,12 +1,12 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Sliding receive window gap tracker for per-source frame sequence numbers.
 
 Frames are only declared lost when the receive window advances past their SN
 without them being received, tolerating out-of-order delivery up to
 REORDER_WINDOW frames.
 """
+from typing import Optional
 
 from src.backend.models import SourceCode
 
@@ -63,7 +63,7 @@ class SNGapTracker:
         """Return cumulative confirmed gap count per source."""
         return dict(self._gap_accum)
 
-    def reset(self, src_code: SourceCode | None = None) -> None:
+    def reset(self, src_code: Optional[SourceCode] = None) -> None:
         """Reset tracker state.
 
         If src_code is None, resets all sources.
diff --git a/tools/bt/ble_log_console/src/backend/stats/traffic_spike.py b/tools/bt/ble_log_console/src/backend/stats/traffic_spike.py
index a11ac0fdd68..1b3728cf672 100644
--- a/tools/bt/ble_log_console/src/backend/stats/traffic_spike.py
+++ b/tools/bt/ble_log_console/src/backend/stats/traffic_spike.py
@@ -1,11 +1,10 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Real-time traffic spike detection using a sliding window over wall-clock time."""
-
 import time
 from collections import deque
 from dataclasses import dataclass
+from typing import Optional
 
 from src.backend.models import SourceCode
 
@@ -14,7 +13,7 @@ TRAFFIC_THRESHOLD_PCT = 0.8  # 80% of wire max
 TRAFFIC_ALERT_COOLDOWN_SEC = 2.0  # minimum interval between alerts
 
 
-@dataclass(slots=True)
+@dataclass
 class TrafficSpikeResult:
     throughput_kbs: float
     wire_max_kbs: float
@@ -41,9 +40,11 @@ class TrafficSpikeDetector:
     def record(self, frame_size: int, src_code: SourceCode) -> None:
         self._window.append((time.perf_counter(), frame_size, src_code))
         if self._spike_active:
-            self._spike_per_source[src_code] = self._spike_per_source.get(src_code, 0) + frame_size
+            self._spike_per_source[src_code] = (
+                self._spike_per_source.get(src_code, 0) + frame_size
+            )
 
-    def check(self) -> TrafficSpikeResult | None:
+    def check(self) -> Optional[TrafficSpikeResult]:
         now = time.perf_counter()
         window = self._window
         cutoff = now - TRAFFIC_WINDOW_SEC
@@ -83,7 +84,9 @@ class TrafficSpikeDetector:
 
         spike_bps = self._spike_peak_bps
         src_total = max(sum(self._spike_per_source.values()), 1)
-        src_pcts = {src: v / src_total * 100.0 for src, v in self._spike_per_source.items()}
+        src_pcts = {
+            src: v / src_total * 100.0 for src, v in self._spike_per_source.items()
+        }
 
         return TrafficSpikeResult(
             throughput_kbs=spike_bps / 1024.0,
diff --git a/tools/bt/ble_log_console/src/backend/stats/transport.py b/tools/bt/ble_log_console/src/backend/stats/transport.py
index 45507db7827..47e0e437d38 100644
--- a/tools/bt/ble_log_console/src/backend/stats/transport.py
+++ b/tools/bt/ble_log_console/src/backend/stats/transport.py
@@ -1,8 +1,6 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Transport-layer metrics: RX bytes, throughput (bps), frame rate (fps)."""
-
 from src.backend.models import TransportSnapshot
 
 UART_BITS_PER_BYTE = 10  # 8 data + 1 start + 1 stop
diff --git a/tools/bt/ble_log_console/src/backend/uart_transport.py b/tools/bt/ble_log_console/src/backend/uart_transport.py
index bb40364856b..e27c7000da5 100644
--- a/tools/bt/ble_log_console/src/backend/uart_transport.py
+++ b/tools/bt/ble_log_console/src/backend/uart_transport.py
@@ -1,12 +1,11 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """UART read loop with raw binary file writing.
 
 See Spec Sections 6, 12.
 """
+from typing import Optional
 
-import serial
 import serial.tools.list_ports
 
 UART_READ_TIMEOUT = 0.1
@@ -18,7 +17,7 @@ def list_serial_ports() -> list[str]:
     return [port.device for port in ports]
 
 
-def validate_uart_port(port: str) -> str | None:
+def validate_uart_port(port: str) -> Optional[str]:
     """Validate port exists and is accessible. Returns error message or None if valid."""
     available = list_serial_ports()
     if port not in available:
@@ -28,6 +27,8 @@ def validate_uart_port(port: str) -> str | None:
 
 def open_serial(port: str, baudrate: int) -> serial.Serial:
     try:
-        return serial.Serial(port, baudrate=baudrate, timeout=UART_READ_TIMEOUT, exclusive=True)
+        return serial.Serial(
+            port, baudrate=baudrate, timeout=UART_READ_TIMEOUT, exclusive=True
+        )
     except (ValueError, serial.SerialException):
         return serial.Serial(port, baudrate=baudrate, timeout=UART_READ_TIMEOUT)
diff --git a/tools/bt/ble_log_console/src/frontend/launch_screen.py b/tools/bt/ble_log_console/src/frontend/launch_screen.py
index 8fffc199ad9..8129c7adc1c 100644
--- a/tools/bt/ble_log_console/src/frontend/launch_screen.py
+++ b/tools/bt/ble_log_console/src/frontend/launch_screen.py
@@ -1,14 +1,15 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Launch Screen — interactive setup for port, baud rate, and log directory.
 
 Shown on startup when --port is not provided via CLI.
 Dismissed with a LaunchConfig result on Connect, or None on quit.
 """
-
 from pathlib import Path
+from typing import Optional
 
+from src.backend.models import LaunchConfig
+from src.backend.uart_transport import list_serial_ports
 from textual import on
 from textual import work
 from textual.app import ComposeResult
@@ -22,14 +23,11 @@ from textual.widgets import Label
 from textual.widgets import Select
 from textual_fspicker import SelectDirectory
 
-from src.backend.models import LaunchConfig
-from src.backend.uart_transport import list_serial_ports
-
 BAUD_RATES: list[int] = [115200, 230400, 460800, 921600, 1500000, 2000000, 3000000]
 DEFAULT_BAUD_RATE: int = 3000000
 
 
-class LaunchScreen(Screen[LaunchConfig | None]):
+class LaunchScreen(Screen[Optional[LaunchConfig]]):
     """Interactive setup screen for BLE Log Console."""
 
     DEFAULT_CSS = """
@@ -93,7 +91,7 @@ class LaunchScreen(Screen[LaunchConfig | None]):
         Binding('ctrl+c', 'quit', show=False, priority=True),
     ]
 
-    def __init__(self, default_log_dir: Path | None = None) -> None:
+    def __init__(self, default_log_dir: Optional[Path] = None) -> None:
         super().__init__()
         self._default_log_dir = default_log_dir or Path.cwd()
 
diff --git a/tools/bt/ble_log_console/src/frontend/log_view.py b/tools/bt/ble_log_console/src/frontend/log_view.py
index 9bd7309f1cc..c0322be221b 100644
--- a/tools/bt/ble_log_console/src/frontend/log_view.py
+++ b/tools/bt/ble_log_console/src/frontend/log_view.py
@@ -1,11 +1,9 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Scrollable log view widget.
 
 See Spec Section 11.
 """
-
 from rich.text import Text
 from textual.widgets import RichLog
 
diff --git a/tools/bt/ble_log_console/src/frontend/shortcut_screen.py b/tools/bt/ble_log_console/src/frontend/shortcut_screen.py
index db7dda2c5c9..615ebd95b82 100644
--- a/tools/bt/ble_log_console/src/frontend/shortcut_screen.py
+++ b/tools/bt/ble_log_console/src/frontend/shortcut_screen.py
@@ -1,11 +1,9 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Modal screen showing available keyboard shortcuts.
 
 Pushed by the 'h' keybinding; dismissed by Escape or 'h' again.
 """
-
 from rich.table import Table
 from textual.app import ComposeResult
 from textual.binding import Binding
diff --git a/tools/bt/ble_log_console/src/frontend/stats_screen.py b/tools/bt/ble_log_console/src/frontend/stats_screen.py
index 8bfbdd1947e..2d42e4d259d 100644
--- a/tools/bt/ble_log_console/src/frontend/stats_screen.py
+++ b/tools/bt/ble_log_console/src/frontend/stats_screen.py
@@ -1,32 +1,29 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 """Modal screen for per-source frame statistics display.
 
 Pushed by the 'd' keybinding; dismissed by Escape or 'd' again.
 Refreshes every second to show live throughput data.
 """
-
 from __future__ import annotations
 
 from typing import TYPE_CHECKING
 
 from rich.table import Table
 from rich.text import Text
+from src.backend.models import BufUtilEntry
+from src.backend.models import format_bytes
+from src.backend.models import format_throughput
+from src.backend.models import FunnelSnapshot
+from src.backend.models import resolve_lbm_name
+from src.backend.models import resolve_pool_name
+from src.backend.models import resolve_source_name
 from textual.app import ComposeResult
 from textual.binding import Binding
 from textual.containers import Vertical
 from textual.screen import ModalScreen
 from textual.widgets import Static
 
-from src.backend.models import BufUtilEntry
-from src.backend.models import FunnelSnapshot
-from src.backend.models import format_bytes
-from src.backend.models import format_throughput
-from src.backend.models import resolve_lbm_name
-from src.backend.models import resolve_pool_name
-from src.backend.models import resolve_source_name
-
 if TYPE_CHECKING:
     from src.app import BLELogApp
 
diff --git a/tools/bt/ble_log_console/tests/helpers.py b/tools/bt/ble_log_console/tests/helpers.py
index 8c8ea283c6a..6059720dc8b 100644
--- a/tools/bt/ble_log_console/tests/helpers.py
+++ b/tools/bt/ble_log_console/tests/helpers.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 import struct
 from collections.abc import Callable
 
diff --git a/tools/bt/ble_log_console/tests/test_buf_util.py b/tools/bt/ble_log_console/tests/test_buf_util.py
index c6e211a4f3b..d6f9ba5660a 100644
--- a/tools/bt/ble_log_console/tests/test_buf_util.py
+++ b/tools/bt/ble_log_console/tests/test_buf_util.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from src.backend.stats.buf_util import BufUtilTracker
 
 
diff --git a/tools/bt/ble_log_console/tests/test_checksum.py b/tools/bt/ble_log_console/tests/test_checksum.py
index b67f229da40..c0a01e17d99 100644
--- a/tools/bt/ble_log_console/tests/test_checksum.py
+++ b/tools/bt/ble_log_console/tests/test_checksum.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from src.backend.checksum import sum_checksum
 from src.backend.checksum import xor_checksum
 
diff --git a/tools/bt/ble_log_console/tests/test_firmware_loss.py b/tools/bt/ble_log_console/tests/test_firmware_loss.py
index e346d22dfe9..7117e3cda1e 100644
--- a/tools/bt/ble_log_console/tests/test_firmware_loss.py
+++ b/tools/bt/ble_log_console/tests/test_firmware_loss.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from src.backend.stats.firmware_loss import FirmwareLossTracker
 
 
diff --git a/tools/bt/ble_log_console/tests/test_firmware_written.py b/tools/bt/ble_log_console/tests/test_firmware_written.py
index 2112b0a4815..fe6431e13be 100644
--- a/tools/bt/ble_log_console/tests/test_firmware_written.py
+++ b/tools/bt/ble_log_console/tests/test_firmware_written.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from src.backend.stats.firmware_written import FirmwareWrittenTracker
 
 
diff --git a/tools/bt/ble_log_console/tests/test_internal_decoder.py b/tools/bt/ble_log_console/tests/test_internal_decoder.py
index e48892ef177..07b31ab1ac4 100644
--- a/tools/bt/ble_log_console/tests/test_internal_decoder.py
+++ b/tools/bt/ble_log_console/tests/test_internal_decoder.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 import struct
 
 from src.backend.internal_decoder import decode_internal_frame
diff --git a/tools/bt/ble_log_console/tests/test_launch_screen.py b/tools/bt/ble_log_console/tests/test_launch_screen.py
index cffd4442aa9..b3e91cc7234 100644
--- a/tools/bt/ble_log_console/tests/test_launch_screen.py
+++ b/tools/bt/ble_log_console/tests/test_launch_screen.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from pathlib import Path
 from unittest.mock import MagicMock
 from unittest.mock import patch
diff --git a/tools/bt/ble_log_console/tests/test_peak_burst.py b/tools/bt/ble_log_console/tests/test_peak_burst.py
index bc650b69299..fa1907dd2df 100644
--- a/tools/bt/ble_log_console/tests/test_peak_burst.py
+++ b/tools/bt/ble_log_console/tests/test_peak_burst.py
@@ -1,9 +1,8 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
-from src.backend.stats.peak_burst import WRITE_RATE_WINDOW_MS
-from src.backend.stats.peak_burst import PeakBurstTracker
 from src.backend.stats.peak_burst import _ts_delta_ms
+from src.backend.stats.peak_burst import PeakBurstTracker
+from src.backend.stats.peak_burst import WRITE_RATE_WINDOW_MS
 
 _SRC = 1
 _SRC_B = 2
diff --git a/tools/bt/ble_log_console/tests/test_traffic_spike.py b/tools/bt/ble_log_console/tests/test_traffic_spike.py
index ec321269045..f23503db0e8 100644
--- a/tools/bt/ble_log_console/tests/test_traffic_spike.py
+++ b/tools/bt/ble_log_console/tests/test_traffic_spike.py
@@ -1,6 +1,6 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
+from typing import Optional
 from unittest.mock import patch
 
 from src.backend.stats.traffic_spike import TRAFFIC_ALERT_COOLDOWN_SEC
@@ -17,7 +17,7 @@ def _make_detector(baudrate: int = 3_000_000) -> TrafficSpikeDetector:
 
 def _trigger_spike(
     d: TrafficSpikeDetector, mock_time: object, t: float, hot_bytes: int, src: int = 1
-) -> TrafficSpikeResult | None:
+) -> Optional[TrafficSpikeResult]:
     mock_time.perf_counter.return_value = t  # type: ignore[attr-defined]
     d.record(hot_bytes, src)
     mock_time.perf_counter.return_value = t + 0.05  # type: ignore[attr-defined]
diff --git a/tools/bt/ble_log_console/tests/test_transport.py b/tools/bt/ble_log_console/tests/test_transport.py
index 22a354abafe..bae8ec4887a 100644
--- a/tools/bt/ble_log_console/tests/test_transport.py
+++ b/tools/bt/ble_log_console/tests/test_transport.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from src.backend.stats.transport import TransportMetrics
 
 
diff --git a/tools/bt/ble_log_console/tests/test_uart_transport.py b/tools/bt/ble_log_console/tests/test_uart_transport.py
index c395e97150e..80b148d1682 100644
--- a/tools/bt/ble_log_console/tests/test_uart_transport.py
+++ b/tools/bt/ble_log_console/tests/test_uart_transport.py
@@ -1,6 +1,5 @@
 # SPDX-FileCopyrightText: 2026 Espressif Systems (Shanghai) CO LTD
 # SPDX-License-Identifier: Apache-2.0
-
 from unittest.mock import patch
 
 from src.backend.uart_transport import validate_uart_port