diff --git a/utils.py b/utils.py
index 9611de0..54cc7ff 100644
--- a/utils.py
+++ b/utils.py
@@ -5,6 +5,7 @@ from github.PaginatedList import PaginatedList
 from github.PullRequestComment import PullRequestComment
 from tqdm import tqdm
 
+
 def move_github_logging_to_file():
     github_logger = logging.getLogger("github")
 
@@ -18,25 +19,36 @@ def move_github_logging_to_file():
     github_logger.addHandler(file_handler)
     github_logger.propagate = False  # Prevent logging to standard output
 
+
 def parse_date(date: str) -> datetime:
     return datetime.strptime(date, "%Y-%m-%dT%H:%M:%SZ")
 
-def has_only_1_round_of_comments(commits: PaginatedList[Commit], comments: PaginatedList[PullRequestComment]):
-    if (
-        comments is None or commits is None 
-        or comments.totalCount == 0 or commits.totalCount == 0
-    ):
+
+def has_only_1_round_of_comments(
+    commits: PaginatedList[Commit], comments: PaginatedList[PullRequestComment]
+):
+    if comments is None or commits is None or comments.totalCount == 0 or commits.totalCount == 0:
         return False
-    
-    commit_dates = [commit.commit.author.date for commit in tqdm(commits, total=commits.totalCount, desc="Extracting date from commits", leave=False)]
-    comment_dates = [comment.created_at for comment in tqdm(comments, total=comments.totalCount, desc="Extracting date from comments", leave=False)]
-    
+
+    commit_dates = [
+        commit.commit.author.date
+        for commit in tqdm(
+            commits, total=commits.totalCount, desc="Extracting date from commits", leave=False
+        )
+    ]
+    comment_dates = [
+        comment.created_at
+        for comment in tqdm(
+            comments, total=comments.totalCount, desc="Extracting date from comments", leave=False
+        )
+    ]
+
     commit_dates.sort()
     comment_dates.sort()
-    
+
     first_comment_time = comment_dates[0]
     last_comment_time = comment_dates[-1]
-    
+
     n_before = n_after = 0
     for commit_time in tqdm(commit_dates, desc="Checking for 1 round of comments", leave=False):
         if commit_time < first_comment_time:
@@ -48,19 +60,25 @@ def has_only_1_round_of_comments(commits: PaginatedList[Commit], comments: Pagin
 
         if first_comment_time < commit_time < last_comment_time:
             return False
-    
+
     return n_before >= 1 and n_after >= 1
 
-def has_only_1_comment(commits: PaginatedList[Commit], comments: PaginatedList[PullRequestComment], verbose: bool = False):
-    if (
-        comments is None or commits is None 
-        or comments.totalCount == 0 or commits.totalCount == 0
-    ):
-        if verbose: print(f"No comments or commits: {comments.totalCount} comments, {commits.totalCount} commits")
+
+def has_only_1_comment(
+    commits: PaginatedList[Commit],
+    comments: PaginatedList[PullRequestComment],
+    verbose: bool = False,
+):
+    if comments is None or commits is None or comments.totalCount == 0 or commits.totalCount == 0:
+        if verbose:
+            print(
+                f"No comments or commits: {comments.totalCount} comments, {commits.totalCount} commits"
+            )
         return False
 
     if comments.totalCount != 1:
-        if verbose: print(f"More than 1 comment: {comments.totalCount} comments")
+        if verbose:
+            print(f"More than 1 comment: {comments.totalCount} comments")
         return False
 
     commit_dates = [commit.commit.author.date for commit in commits]
@@ -75,9 +93,11 @@ def has_only_1_comment(commits: PaginatedList[Commit], comments: PaginatedList[P
         if commit_date > comment_date:
             n_after += 1
             continue
-    if verbose: print(f"n_before: {n_before}, n_after: {n_after}")
+    if verbose:
+        print(f"n_before: {n_before}, n_after: {n_after}")
     return n_before >= 1 and n_after >= 1
 
+
 def is_already_repo_cloned(repos_dir: str, repo_name: str) -> bool:
     """
     Checks if the repository is cloned locally and if its remote URL matches the expected GitHub repository URL.
@@ -96,10 +116,7 @@ def is_already_repo_cloned(repos_dir: str, repo_name: str) -> bool:
 
     try:
         result = subprocess.run(
-            ["git", "-C", path, "remote", "-v"],
-            capture_output=True,
-            text=True,
-            check=True
+            ["git", "-C", path, "remote", "-v"], capture_output=True, text=True, check=True
         )
 
         remote_urls = result.stdout.splitlines()
@@ -110,7 +127,10 @@ def is_already_repo_cloned(repos_dir: str, repo_name: str) -> bool:
     except subprocess.CalledProcessError:
         return False
 
-def clone(repo: str, dest: str, updates: dict = {}, force: bool = False, verbose: bool = False) -> bool:
+
+def clone(
+    repo: str, dest: str, updates: dict = {}, force: bool = False, verbose: bool = False
+) -> bool:
     """
     Clones a GitHub repository into a local directory.
 
@@ -130,11 +150,12 @@ def clone(repo: str, dest: str, updates: dict = {}, force: bool = False, verbose
         updates["cloned_successfully"] = "Already exists"
         return True
 
-    if verbose: print(f"Cloning {repo}")
+    if verbose:
+        print(f"Cloning {repo}")
     proc = subprocess.run(
         ["git", "clone", "--depth", "1", f"https://github.com/{repo}", local_repo_path],
         stdout=subprocess.PIPE,
-        stderr=subprocess.PIPE
+        stderr=subprocess.PIPE,
     )
     if proc.returncode != 0:
         updates["cloned_successfully"] = False
@@ -148,6 +169,7 @@ def clone(repo: str, dest: str, updates: dict = {}, force: bool = False, verbose
         updates["cloned_successfully"] = True
         return True
 
+
 def run_git_cmd(cmd: list[str], repo_path: str) -> subprocess.CompletedProcess:
     return subprocess.run(
         ["git", "-C", repo_path] + cmd,