diff --git a/apps/memos-local-plugin/adapters/openharness/scripts/capture.py b/apps/memos-local-plugin/adapters/openharness/scripts/capture.py
index e73ba9e3..599584d9 100644
--- a/apps/memos-local-plugin/adapters/openharness/scripts/capture.py
+++ b/apps/memos-local-plugin/adapters/openharness/scripts/capture.py
@@ -17,13 +17,16 @@
 import logging
 import os
 import sys
+
 from pathlib import Path
 
+
 sys.path.insert(0, str(Path(__file__).parent))
 
 from bridge_client import MemosCoreBridge
 from config import get_project_session_dir
 
+
 logging.basicConfig(level=logging.INFO, format="%(levelname)s %(message)s")
 logger = logging.getLogger("memos-capture")
 
@@ -85,10 +88,12 @@ def extract_messages_from_payload() -> tuple[list[dict], str]:
     if isinstance(raw_messages, list):
         for msg in raw_messages:
             if isinstance(msg, dict) and "role" in msg and "content" in msg:
-                messages.append({
-                    "role": msg["role"],
-                    "content": msg["content"],
-                })
+                messages.append(
+                    {
+                        "role": msg["role"],
+                        "content": msg["content"],
+                    }
+                )
 
     return messages, session_id
 
diff --git a/apps/memos-local-plugin/adapters/openharness/scripts/recall.py b/apps/memos-local-plugin/adapters/openharness/scripts/recall.py
index 8e8f94b1..df442a73 100644
--- a/apps/memos-local-plugin/adapters/openharness/scripts/recall.py
+++ b/apps/memos-local-plugin/adapters/openharness/scripts/recall.py
@@ -16,16 +16,18 @@
 from __future__ import annotations
 
 import logging
-import os
 import sys
+
 from pathlib import Path
 
+
 sys.path.insert(0, str(Path(__file__).parent))
 
 from bridge_client import MemosCoreBridge
 from config import get_project_memory_dir
 from daemon_manager import ensure_daemon
 
+
 logging.basicConfig(level=logging.INFO, format="%(levelname)s %(message)s")
 logger = logging.getLogger("memos-recall")