diff --git a/.github/workflows/format-code.yml b/.github/workflows/format-code.yml
index 2acbd55..54ca9d2 100644
--- a/.github/workflows/format-code.yml
+++ b/.github/workflows/format-code.yml
@@ -24,17 +24,12 @@ jobs:
 
       - name: Install Formatters
         run: |
-          pip install black isort ruff
+          pip install ruff ty
 
-      - name: Run isort
-        run: isort .
-
-      - name: Run Black Formatter
-        run: black .
+      
 
       - name: Run Ruff Linter and Auto-fix
         run: |
-          ruff check . --fix
           ruff format .
 
       - name: Commit and Push Changes
diff --git a/nexios_contrib/accepts/dependency.py b/nexios_contrib/accepts/dependency.py
index 33ce57b..9ce7da0 100644
--- a/nexios_contrib/accepts/dependency.py
+++ b/nexios_contrib/accepts/dependency.py
@@ -60,4 +60,3 @@ def _wrap(request: Request = Context().request) -> AcceptsInfo:
         return get_accepts_info_from_request(request, attribute_name)
 
     return cast(AcceptsInfo, Depend(_wrap))
-
diff --git a/nexios_contrib/accepts/helpers.py b/nexios_contrib/accepts/helpers.py
index 3582466..cdda3ea 100644
--- a/nexios_contrib/accepts/helpers.py
+++ b/nexios_contrib/accepts/helpers.py
@@ -45,7 +45,9 @@ def accept(self) -> Any | List[AcceptItem]:
         if self._state_accept is None:
             if hasattr(self.request.state, "accepts_parsed"):
                 item = getattr(self.request.state, "accepts_parsed", {})
-                self._state_accept: Any | list[Unknown] = item.get("accept", []) if item else []
+                self._state_accept: Any | list[Unknown] = (
+                    item.get("accept", []) if item else []
+                )
             else:
                 self._state_accept = parse_accept_header(
                     self.request.headers.get("Accept", "")
diff --git a/nexios_contrib/mail/config.py b/nexios_contrib/mail/config.py
index b49e275..e9382b2 100644
--- a/nexios_contrib/mail/config.py
+++ b/nexios_contrib/mail/config.py
@@ -71,8 +71,9 @@ class MailConfig:
         default_factory=lambda: os.getenv("MAIL_DEBUG", "false").lower() == "true"
     )
     suppress_send: bool = field(
-        default_factory=lambda: os.getenv("MAIL_SUPPRESS_SEND", "false").lower()
-        == "true"
+        default_factory=lambda: (
+            os.getenv("MAIL_SUPPRESS_SEND", "false").lower() == "true"
+        )
     )
 
     def __post_init__(self) -> None:
diff --git a/nexios_contrib/mail/tasks.py b/nexios_contrib/mail/tasks.py
index 169eb4d..d9952fa 100644
--- a/nexios_contrib/mail/tasks.py
+++ b/nexios_contrib/mail/tasks.py
@@ -101,7 +101,7 @@ async def send_email_async(
             return None
 
         # Create the background task
-        task =  create_task(
+        task = create_task(
             self._send_email_task,
             to=to,
             subject=subject,
@@ -145,7 +145,7 @@ async def send_message_async(
             return None
 
         # Create the background task
-        task =  create_task(
+        task = create_task(
             self._send_message_task,
             message,
             name=f"send_message_{message.subject}",
@@ -196,7 +196,7 @@ async def send_template_email_async(
             return None
 
         # Create the background task
-        task =  create_task(
+        task = create_task(
             self._send_template_email_task,
             to=to,
             subject=subject,
diff --git a/nexios_contrib/proxy/helper.py b/nexios_contrib/proxy/helper.py
index acb36f8..468ddfb 100644
--- a/nexios_contrib/proxy/helper.py
+++ b/nexios_contrib/proxy/helper.py
@@ -192,7 +192,7 @@ def get_protocol_from_headers(request: Request) -> str:
         str: The protocol (http/https).
     """
     # Check X-Forwarded-Proto first
-    proto = parse_x_forwarded_proto(request.headers.get("X-Forwarded-Proto",""))
+    proto = parse_x_forwarded_proto(request.headers.get("X-Forwarded-Proto", ""))
     if proto:
         return proto
 
@@ -222,7 +222,7 @@ def get_host_from_headers(request: Request) -> Optional[str]:
         Optional[str]: The real host.
     """
     # Check X-Forwarded-Host first
-    host = parse_x_forwarded_host(request.headers.get("X-Forwarded-Host",""))
+    host = parse_x_forwarded_host(request.headers.get("X-Forwarded-Host", ""))
     if host:
         return host
 
diff --git a/nexios_contrib/redis/config.py b/nexios_contrib/redis/config.py
index 5bf59f3..1d39541 100644
--- a/nexios_contrib/redis/config.py
+++ b/nexios_contrib/redis/config.py
@@ -84,15 +84,15 @@ def from_env(cls, prefix: str = "REDIS_") -> RedisConfig:
 
             if env_value is not None:
                 # Type conversion for specific fields
-                if field.type_ in (int, float): #ty: ignore
+                if field.type_ in (int, float):  # ty: ignore
                     try:
-                        if isinstance(field,int):
+                        if isinstance(field, int):
                             env_vars[field_name] = int(env_value)
                         else:
                             env_vars[field_name] = float(env_value)
                     except ValueError:
                         continue  # Skip invalid values
-                elif isinstance(field,bool):
+                elif isinstance(field, bool):
                     env_vars[field_name] = env_value.lower() in (
                         "true",
                         "1",
diff --git a/nexios_contrib/redis/dependency.py b/nexios_contrib/redis/dependency.py
index fdae826..8b49c8c 100644
--- a/nexios_contrib/redis/dependency.py
+++ b/nexios_contrib/redis/dependency.py
@@ -43,4 +43,4 @@ async def get_cached_data(
         ```
     """
 
-    return cast(RedisClient,Depend(get_redis))
+    return cast(RedisClient, Depend(get_redis))
diff --git a/nexios_contrib/scheduler/dependency.py b/nexios_contrib/scheduler/dependency.py
index 0040c28..bb79394 100644
--- a/nexios_contrib/scheduler/dependency.py
+++ b/nexios_contrib/scheduler/dependency.py
@@ -76,9 +76,9 @@ def resume_job(self, job_id: str) -> bool:
 
 def _get_scheduler_depend(ctx: Context = Context()) -> SchedulerDepend:
     """Factory used by the ``SchedulerDepends`` callable."""
-    
+
     return SchedulerDepend(ctx.request)  # ty:ignore[invalid-argument-type]
 
 
 def SchedulerDepends() -> SchedulerDepend:
-    return cast(typ=SchedulerDepend, val=Depend(_get_scheduler_depend))
\ No newline at end of file
+    return cast(typ=SchedulerDepend, val=Depend(_get_scheduler_depend))
diff --git a/nexios_contrib/slashes/middleware.py b/nexios_contrib/slashes/middleware.py
index 8ad47d9..867e48f 100644
--- a/nexios_contrib/slashes/middleware.py
+++ b/nexios_contrib/slashes/middleware.py
@@ -15,7 +15,6 @@
 from nexios.middleware.base import BaseMiddleware
 
 
-
 class SlashAction(Enum):
     """Actions for handling trailing slashes."""
 
diff --git a/nexios_contrib/tasks/__init__.py b/nexios_contrib/tasks/__init__.py
index b5c7ef2..e6213d0 100644
--- a/nexios_contrib/tasks/__init__.py
+++ b/nexios_contrib/tasks/__init__.py
@@ -198,5 +198,9 @@ def create_task(
 
     task_manager = get_task_manager(request)
     return task_manager.create_task(
-        func=func, *task_args, name=name, timeout=timeout, **kwargs  # ty:ignore[parameter-already-assigned]
+        func=func,
+        *task_args,
+        name=name,
+        timeout=timeout,
+        **kwargs,  # ty:ignore[parameter-already-assigned]
     )  # ty:ignore[invalid-return-type]
diff --git a/nexios_contrib/tasks/dependency.py b/nexios_contrib/tasks/dependency.py
index 28c5fd9..9202784 100644
--- a/nexios_contrib/tasks/dependency.py
+++ b/nexios_contrib/tasks/dependency.py
@@ -13,7 +13,8 @@
     Callable,
     Generic,
     Optional,
-    TypeVar, cast,
+    TypeVar,
+    cast,
 )
 
 from nexios.dependencies import Context, Depend
@@ -113,10 +114,10 @@ def get_task_dependency(
 
     This is the recommended way to get a TaskDepend instance in route handlers.
     """
-    if  not isinstance(ctx.request, Request):
+    if not isinstance(ctx.request, Request):
         raise TypeError("Task dependency requires a Request object")
     return TaskDepend(ctx.request)
 
 
 def TaskDependency() -> TaskDepend:
-    return cast(TaskDepend,Depend(get_task_dependency))
+    return cast(TaskDepend, Depend(get_task_dependency))
diff --git a/nexios_contrib/tasks/models.py b/nexios_contrib/tasks/models.py
index 3e59791..eff490d 100644
--- a/nexios_contrib/tasks/models.py
+++ b/nexios_contrib/tasks/models.py
@@ -139,7 +139,6 @@ async def run(self) -> None:
             )
             raise
         except Exception as e:
-
             self._status = TaskStatus.FAILED
             self._result = TaskResult(
                 task_id=self.id,
diff --git a/nexios_contrib/timeout/helper.py b/nexios_contrib/timeout/helper.py
index 2d52066..082d984 100644
--- a/nexios_contrib/timeout/helper.py
+++ b/nexios_contrib/timeout/helper.py
@@ -197,8 +197,7 @@ def create_timeout_response(
     return JSONResponse(
         {"error": "Request Timeout", "timeout": timeout, "detail": detail},
         status_code=408,
-        headers={"X-Timeout": str(timeout)}
-
+        headers={"X-Timeout": str(timeout)},
     )
 
 
@@ -226,7 +225,7 @@ def format_timeout_duration(seconds: float) -> str:
         Human-readable duration string.
     """
     if seconds < 1:
-        return f"{seconds*1000}ms"
+        return f"{seconds * 1000}ms"
     elif seconds < 60:
         return f"{seconds}s"
     elif seconds < 3600:
diff --git a/nexios_contrib/tortoise/config.py b/nexios_contrib/tortoise/config.py
index 1762c17..8380a71 100644
--- a/nexios_contrib/tortoise/config.py
+++ b/nexios_contrib/tortoise/config.py
@@ -7,7 +7,7 @@
 import os
 from typing import Any, Dict, List, Optional
 
-from pydantic import BaseModel, Field,  field_validator
+from pydantic import BaseModel, Field, field_validator
 
 
 class TortoiseConfig(BaseModel):
@@ -107,7 +107,7 @@ def from_env(cls, prefix: str = "TORTOISE_") -> TortoiseConfig:
 
             if env_value is not None:
                 # Type conversion for specific fields
-                if isinstance(field,(int, float)):
+                if isinstance(field, (int, float)):
                     try:
                         if field.type_ is int:
                             env_vars[field_name] = int(env_value)