From 6e0c7ea7af9ff68dfe27703a9a4f449c667cb37a Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Wed, 4 Mar 2026 13:10:28 +0000
Subject: [PATCH 01/15] feat: add time_to_first_review metric for pull requests

---
 classes.py              |  2 +
 issue_metrics.py        |  6 ++-
 time_to_first_review.py | 84 +++++++++++++++++++++++++++++++++++++++++
 3 files changed, 91 insertions(+), 1 deletion(-)
 create mode 100644 time_to_first_review.py

diff --git a/classes.py b/classes.py
index bc2df19d..b60ad2e2 100644
--- a/classes.py
+++ b/classes.py
@@ -36,6 +36,7 @@ def __init__(
         html_url,
         author,
         time_to_first_response=None,
+        # time_to_first_review=None,
         time_to_close=None,
         time_to_answer=None,
         time_in_draft=None,
@@ -53,6 +54,7 @@ def __init__(
         self.assignee = assignee
         self.assignees = assignees or []
         self.time_to_first_response = time_to_first_response
+        self.time_to_first_review = None
         self.time_to_close = time_to_close
         self.time_to_answer = time_to_answer
         self.time_in_draft = time_in_draft
diff --git a/issue_metrics.py b/issue_metrics.py
index 2e2b9d01..f1cd85df 100755
--- a/issue_metrics.py
+++ b/issue_metrics.py
@@ -39,6 +39,7 @@
     get_stats_time_to_first_response,
     measure_time_to_first_response,
 )
+from time_to_first_review import measure_time_to_first_review
 from time_to_merge import measure_time_to_merge
 from time_to_ready_for_review import get_time_to_ready_for_review
 
@@ -159,7 +160,10 @@ def get_per_issue_metrics(
                 issue_with_metrics.pr_comment_count = count_pr_comments(
                     issue, pull_request, ignore_users
                 )
-
+            if pull_request:
+                issue_with_metrics.time_to_first_review = measure_time_to_first_review(
+                    issue, pull_request, ready_for_review_at, ignore_users
+            )
             if env_vars.hide_time_to_first_response is False:
                 issue_with_metrics.time_to_first_response = (
                     measure_time_to_first_response(
diff --git a/time_to_first_review.py b/time_to_first_review.py
new file mode 100644
index 00000000..066de510
--- /dev/null
+++ b/time_to_first_review.py
@@ -0,0 +1,84 @@
+from datetime import datetime, timedelta
+from typing import List, Union
+
+import github3
+import numpy
+from classes import IssueWithMetrics
+from time_to_first_response import ignore_comment
+
+
+def measure_time_to_first_review(
+    issue: Union[github3.issues.Issue, None],
+    pull_request: Union[github3.pulls.PullRequest, None],
+    ready_for_review_at: Union[datetime, None] = None,
+    ignore_users: Union[List[str], None] = None,
+) -> Union[timedelta, None]:
+    '''Measures duration between pull request creation time and the timestamp when the first review is submitted'''
+
+    if not issue or not pull_request:
+        return None
+
+    if ignore_users is None:
+        ignore_users = []
+
+    '''first_review_time = None'''
+
+    try:
+        reviews = pull_request.reviews(number=50)
+        for review in reviews:
+            if ignore_comment(
+                issue.issue.user,
+                review.user,
+                ignore_users,
+                review.submitted_at,
+                ready_for_review_at,
+            ):
+                continue
+
+            first_review_time = review.submitted_at
+            break
+
+    except TypeError:
+        return None
+
+    if not first_review_time:
+        return None
+
+    if ready_for_review_at:
+        pr_created_time = ready_for_review_at
+    else:
+        pr_created_time = datetime.fromisoformat(issue.created_at)
+
+    return first_review_time - pr_created_time
+
+def get_stats_time_to_first_review(
+    issues: List[IssueWithMetrics],
+) -> Union[dict[str, timedelta], None]:
+    
+    review_times = []
+    none_count = 0
+    for issue in issues:
+        if issue.time_to_first_review:
+            review_times.append(issue.time_to_first_review.total_seconds())
+        else:
+            none_count += 1
+
+    if len(issues) - none_count <= 0:
+        return None
+
+    average_seconds_to_first_review = numpy.round(numpy.average(review_times))
+    med_seconds_to_first_review = numpy.round(numpy.median(review_times))
+    ninety_percentile_seconds_to_first_review = numpy.round(numpy.percentile(review_times, 90, axis=0))
+
+    stats = {
+        "avg": timedelta(seconds=average_seconds_to_first_review),
+        "med": timedelta(seconds=med_seconds_to_first_review),
+        "90p": timedelta(seconds=ninety_percentile_seconds_to_first_review),
+    }
+
+    # Print the average time to first review converting seconds to a readable time format
+    print(
+        f"Average time to first review: {timedelta(seconds=average_seconds_to_first_review)}"
+    )
+
+    return stats

From 346e6b57d8b9fc11bb4044bec56928899ca88a54 Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Fri, 6 Mar 2026 10:42:07 +0000
Subject: [PATCH 02/15] fix: add tests, remove comment and lint fixed

---
 classes.py                   |  1 -
 test_time_to_first_review.py | 63 ++++++++++++++++++++++++++++++++++++
 time_to_first_review.py      | 12 ++++---
 3 files changed, 71 insertions(+), 5 deletions(-)
 create mode 100644 test_time_to_first_review.py

diff --git a/classes.py b/classes.py
index b60ad2e2..fc575efc 100644
--- a/classes.py
+++ b/classes.py
@@ -36,7 +36,6 @@ def __init__(
         html_url,
         author,
         time_to_first_response=None,
-        # time_to_first_review=None,
         time_to_close=None,
         time_to_answer=None,
         time_in_draft=None,
diff --git a/test_time_to_first_review.py b/test_time_to_first_review.py
new file mode 100644
index 00000000..bfbbf0dd
--- /dev/null
+++ b/test_time_to_first_review.py
@@ -0,0 +1,63 @@
+"""Unit tests for the time_to_first_review module."""
+
+import unittest
+from datetime import datetime, timedelta
+from unittest.mock import MagicMock
+
+from time_to_first_review import measure_time_to_first_review
+
+
+class TestMeasureTimeToFirstReview(unittest.TestCase):
+    """Test the measure_time_to_first_review function."""
+
+    def test_measure_time_to_first_review_basic(self):
+        """Test that the function calculates correct review time."""
+
+        mock_issue = MagicMock()
+        mock_issue.created_at = "2023-01-01T00:00:00Z"
+
+        mock_review = MagicMock()
+        mock_review.submitted_at = datetime.fromisoformat("2023-01-02T00:00:00Z")
+
+        mock_pull_request = MagicMock()
+        mock_pull_request.reviews.return_value = [mock_review]
+
+        result = measure_time_to_first_review(mock_issue, mock_pull_request, None, [])
+
+        expected = timedelta(days=1)
+
+        self.assertEqual(result, expected)
+
+    def test_measure_time_to_first_review_no_reviews(self):
+        """Test that function returns None if there are no reviews."""
+
+        mock_issue = MagicMock()
+        mock_issue.created_at = "2023-01-01T00:00:00Z"
+
+        mock_pull_request = MagicMock()
+        mock_pull_request.reviews.return_value = []
+
+        result = measure_time_to_first_review(mock_issue, mock_pull_request, None, [])
+
+        self.assertEqual(result, None)
+
+    def test_measure_time_to_first_review_ignore_pending(self):
+        """Test that pending reviews are ignored."""
+
+        mock_issue = MagicMock()
+        mock_issue.created_at = "2023-01-01T00:00:00Z"
+
+        pending_review = MagicMock()
+        pending_review.submitted_at = None
+
+        valid_review = MagicMock()
+        valid_review.submitted_at = datetime.fromisoformat("2023-01-03T00:00:00Z")
+
+        mock_pull_request = MagicMock()
+        mock_pull_request.reviews.return_value = [pending_review, valid_review]
+
+        result = measure_time_to_first_review(mock_issue, mock_pull_request, None, [])
+
+        expected = timedelta(days=2)
+
+        self.assertEqual(result, expected)
diff --git a/time_to_first_review.py b/time_to_first_review.py
index 066de510..9843f11b 100644
--- a/time_to_first_review.py
+++ b/time_to_first_review.py
@@ -3,6 +3,7 @@
 
 import github3
 import numpy
+
 from classes import IssueWithMetrics
 from time_to_first_response import ignore_comment
 
@@ -13,7 +14,7 @@ def measure_time_to_first_review(
     ready_for_review_at: Union[datetime, None] = None,
     ignore_users: Union[List[str], None] = None,
 ) -> Union[timedelta, None]:
-    '''Measures duration between pull request creation time and the timestamp when the first review is submitted'''
+    """Measures duration between pull request creation time and the timestamp when the first review is submitted"""
 
     if not issue or not pull_request:
         return None
@@ -21,7 +22,7 @@ def measure_time_to_first_review(
     if ignore_users is None:
         ignore_users = []
 
-    '''first_review_time = None'''
+    """first_review_time = None"""
 
     try:
         reviews = pull_request.reviews(number=50)
@@ -51,10 +52,11 @@ def measure_time_to_first_review(
 
     return first_review_time - pr_created_time
 
+
 def get_stats_time_to_first_review(
     issues: List[IssueWithMetrics],
 ) -> Union[dict[str, timedelta], None]:
-    
+
     review_times = []
     none_count = 0
     for issue in issues:
@@ -68,7 +70,9 @@ def get_stats_time_to_first_review(
 
     average_seconds_to_first_review = numpy.round(numpy.average(review_times))
     med_seconds_to_first_review = numpy.round(numpy.median(review_times))
-    ninety_percentile_seconds_to_first_review = numpy.round(numpy.percentile(review_times, 90, axis=0))
+    ninety_percentile_seconds_to_first_review = numpy.round(
+        numpy.percentile(review_times, 90, axis=0)
+    )
 
     stats = {
         "avg": timedelta(seconds=average_seconds_to_first_review),

From fe0b84e0b61a141f5870827923616338b7bf98e8 Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Fri, 6 Mar 2026 10:54:00 +0000
Subject: [PATCH 03/15] fix: initialize first_review_time to None

---
 time_to_first_review.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/time_to_first_review.py b/time_to_first_review.py
index 9843f11b..4488c586 100644
--- a/time_to_first_review.py
+++ b/time_to_first_review.py
@@ -22,7 +22,7 @@ def measure_time_to_first_review(
     if ignore_users is None:
         ignore_users = []
 
-    """first_review_time = None"""
+    first_review_time = None
 
     try:
         reviews = pull_request.reviews(number=50)
@@ -42,7 +42,7 @@ def measure_time_to_first_review(
     except TypeError:
         return None
 
-    if not first_review_time:
+    if first_review_time is None:
         return None
 
     if ready_for_review_at:

From 694d390dc103935963ca6370a5c478d771886a7b Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Fri, 6 Mar 2026 11:18:02 +0000
Subject: [PATCH 04/15] fix: resolve lint issues and formatting

---
 issue_metrics.py        | 17 ++++++++++-------
 time_to_first_review.py |  4 +++-
 2 files changed, 13 insertions(+), 8 deletions(-)

diff --git a/issue_metrics.py b/issue_metrics.py
index 7e36f2b0..d47531fe 100755
--- a/issue_metrics.py
+++ b/issue_metrics.py
@@ -21,13 +21,15 @@
 
 import github3
 import github3.structs
+
 from auth import auth_to_github, get_github_app_installation_token
 from classes import IssueWithMetrics
 from config import EnvVars, get_env_vars
 from discussions import get_discussions
 from json_writer import write_to_json
 from labels import get_label_metrics, get_stats_time_in_labels
-from markdown_helpers import markdown_too_large_for_issue_body, split_markdown_file
+from markdown_helpers import (markdown_too_large_for_issue_body,
+                              split_markdown_file)
 from markdown_writer import write_to_markdown
 from most_active_mentors import count_comments_per_user, get_mentor_count
 from pr_comments import count_pr_comments, get_stats_pr_comments
@@ -35,10 +37,8 @@
 from time_in_draft import get_stats_time_in_draft, measure_time_in_draft
 from time_to_answer import get_stats_time_to_answer, measure_time_to_answer
 from time_to_close import get_stats_time_to_close, measure_time_to_close
-from time_to_first_response import (
-    get_stats_time_to_first_response,
-    measure_time_to_first_response,
-)
+from time_to_first_response import (get_stats_time_to_first_response,
+                                    measure_time_to_first_response)
 from time_to_first_review import measure_time_to_first_review
 from time_to_merge import measure_time_to_merge
 from time_to_ready_for_review import get_time_to_ready_for_review
@@ -162,8 +162,11 @@ def get_per_issue_metrics(
                 )
             if pull_request:
                 issue_with_metrics.time_to_first_review = measure_time_to_first_review(
-                    issue, pull_request, ready_for_review_at, ignore_users
-            )
+                    issue,
+                    pull_request,
+                    ready_for_review_at,
+                    ignore_users,
+                )
             if env_vars.hide_time_to_first_response is False:
                 issue_with_metrics.time_to_first_response = (
                     measure_time_to_first_response(
diff --git a/time_to_first_review.py b/time_to_first_review.py
index 4488c586..6ba4f648 100644
--- a/time_to_first_review.py
+++ b/time_to_first_review.py
@@ -1,3 +1,5 @@
+"""Utilities for measuring time to first review for pull requests."""
+
 from datetime import datetime, timedelta
 from typing import List, Union
 
@@ -56,7 +58,7 @@ def measure_time_to_first_review(
 def get_stats_time_to_first_review(
     issues: List[IssueWithMetrics],
 ) -> Union[dict[str, timedelta], None]:
-
+    """Compute statistics (average, median, 90th percentile) for time to first review."""
     review_times = []
     none_count = 0
     for issue in issues:

From 5c98ea6cac1fcf20b1e0ec1ce008c8f08879d84d Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Fri, 6 Mar 2026 11:29:20 +0000
Subject: [PATCH 05/15] fix: resolve remaining lint issues

---
 issue_metrics.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/issue_metrics.py b/issue_metrics.py
index d47531fe..4f4c1c1b 100755
--- a/issue_metrics.py
+++ b/issue_metrics.py
@@ -28,8 +28,7 @@
 from discussions import get_discussions
 from json_writer import write_to_json
 from labels import get_label_metrics, get_stats_time_in_labels
-from markdown_helpers import (markdown_too_large_for_issue_body,
-                              split_markdown_file)
+from markdown_helpers import markdown_too_large_for_issue_body, split_markdown_file
 from markdown_writer import write_to_markdown
 from most_active_mentors import count_comments_per_user, get_mentor_count
 from pr_comments import count_pr_comments, get_stats_pr_comments
@@ -37,8 +36,10 @@
 from time_in_draft import get_stats_time_in_draft, measure_time_in_draft
 from time_to_answer import get_stats_time_to_answer, measure_time_to_answer
 from time_to_close import get_stats_time_to_close, measure_time_to_close
-from time_to_first_response import (get_stats_time_to_first_response,
-                                    measure_time_to_first_response)
+from time_to_first_response import (
+    get_stats_time_to_first_response,
+    measure_time_to_first_response,
+)
 from time_to_first_review import measure_time_to_first_review
 from time_to_merge import measure_time_to_merge
 from time_to_ready_for_review import get_time_to_ready_for_review

From f8b44d71a4c71d72913e4a3a20c8403bceced28a Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Fri, 6 Mar 2026 17:12:07 +0000
Subject: [PATCH 06/15] fix: resolve isort formatting errors by removing blank
 lines

---
 issue_metrics.py        | 1 -
 time_to_first_review.py | 1 -
 2 files changed, 2 deletions(-)

diff --git a/issue_metrics.py b/issue_metrics.py
index 4f4c1c1b..276f6bd5 100755
--- a/issue_metrics.py
+++ b/issue_metrics.py
@@ -21,7 +21,6 @@
 
 import github3
 import github3.structs
-
 from auth import auth_to_github, get_github_app_installation_token
 from classes import IssueWithMetrics
 from config import EnvVars, get_env_vars
diff --git a/time_to_first_review.py b/time_to_first_review.py
index 6ba4f648..a8c96acf 100644
--- a/time_to_first_review.py
+++ b/time_to_first_review.py
@@ -5,7 +5,6 @@
 
 import github3
 import numpy
-
 from classes import IssueWithMetrics
 from time_to_first_response import ignore_comment
 

From 627921c8f7a95bc9874637de4f20241d46bddeed Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Sat, 7 Mar 2026 10:35:43 +0000
Subject: [PATCH 07/15] feat: add time_to_first_review in json and markdown

---
 config.py               |  6 ++++++
 issue_metrics.py        | 13 +++++++++++--
 json_writer.py          | 13 +++++++++++++
 markdown_writer.py      | 21 +++++++++++++++++++++
 time_to_first_review.py |  6 +++++-
 5 files changed, 56 insertions(+), 3 deletions(-)

diff --git a/config.py b/config.py
index d7562909..d2fe2791 100644
--- a/config.py
+++ b/config.py
@@ -39,6 +39,7 @@ class EnvVars:
         hide_time_to_close (bool): If true, the time to close metric is hidden in the output
         hide_time_to_first_response (bool): If true, the time to first response metric is hidden
             in the output
+        hide_time_to_first_review (bool): If true, the time to first review metric is hidden in the output
         hide_created_at (bool): If true, the created at timestamp is hidden in the output
         hide_status (bool): If true, the status column is hidden in the output
         ignore_users (List[str]): List of usernames to ignore when calculating metrics
@@ -79,6 +80,7 @@ def __init__(
         hide_time_to_answer: bool,
         hide_time_to_close: bool,
         hide_time_to_first_response: bool,
+        hide_time_to_first_review: bool,
         hide_created_at: bool,
         hide_status: bool,
         ignore_user: List[str],
@@ -114,6 +116,7 @@ def __init__(
         self.hide_time_to_answer = hide_time_to_answer
         self.hide_time_to_close = hide_time_to_close
         self.hide_time_to_first_response = hide_time_to_first_response
+        self.hide_time_to_first_review = hide_time_to_first_review
         self.hide_created_at = hide_created_at
         self.hide_status = hide_status
         self.enable_mentor_count = enable_mentor_count
@@ -148,6 +151,7 @@ def __repr__(self):
             f"{self.hide_time_to_answer}, "
             f"{self.hide_time_to_close}, "
             f"{self.hide_time_to_first_response}, "
+            f"{self.hide_time_to_first_review}, "
             f"{self.hide_created_at}, "
             f"{self.hide_status}, "
             f"{self.ignore_users}, "
@@ -269,6 +273,7 @@ def get_env_vars(test: bool = False) -> EnvVars:
     hide_time_to_answer = get_bool_env_var("HIDE_TIME_TO_ANSWER", False)
     hide_time_to_close = get_bool_env_var("HIDE_TIME_TO_CLOSE", False)
     hide_time_to_first_response = get_bool_env_var("HIDE_TIME_TO_FIRST_RESPONSE", False)
+    hide_time_to_first_review = get_bool_env_var("HIDE_TIME_TO_FIRST_REVIEW", False)
     hide_created_at = get_bool_env_var("HIDE_CREATED_AT", True)
     hide_status = get_bool_env_var("HIDE_STATUS", True)
     hide_pr_statistics = get_bool_env_var("HIDE_PR_STATISTICS", True)
@@ -293,6 +298,7 @@ def get_env_vars(test: bool = False) -> EnvVars:
         hide_time_to_answer,
         hide_time_to_close,
         hide_time_to_first_response,
+        hide_time_to_first_review,
         hide_created_at,
         hide_status,
         ignore_users_list,
diff --git a/issue_metrics.py b/issue_metrics.py
index 276f6bd5..df0db5e8 100755
--- a/issue_metrics.py
+++ b/issue_metrics.py
@@ -21,6 +21,7 @@
 
 import github3
 import github3.structs
+
 from auth import auth_to_github, get_github_app_installation_token
 from classes import IssueWithMetrics
 from config import EnvVars, get_env_vars
@@ -39,7 +40,10 @@
     get_stats_time_to_first_response,
     measure_time_to_first_response,
 )
-from time_to_first_review import measure_time_to_first_review
+from time_to_first_review import (
+    get_stats_time_to_first_review,
+    measure_time_to_first_review,
+)
 from time_to_merge import measure_time_to_merge
 from time_to_ready_for_review import get_time_to_ready_for_review
 
@@ -160,7 +164,7 @@ def get_per_issue_metrics(
                 issue_with_metrics.pr_comment_count = count_pr_comments(
                     issue, pull_request, ignore_users
                 )
-            if pull_request:
+            if not env_vars.hide_time_to_first_review and pull_request:
                 issue_with_metrics.time_to_first_review = measure_time_to_first_review(
                     issue,
                     pull_request,
@@ -312,6 +316,7 @@ def main():  # pragma: no cover
             write_to_markdown(
                 issues_with_metrics=None,
                 average_time_to_first_response=None,
+                average_time_to_first_review=None,
                 average_time_to_close=None,
                 average_time_to_answer=None,
                 average_time_in_draft=None,
@@ -340,6 +345,7 @@ def main():  # pragma: no cover
             write_to_markdown(
                 issues_with_metrics=None,
                 average_time_to_first_response=None,
+                average_time_to_first_review=None,
                 average_time_to_close=None,
                 average_time_to_answer=None,
                 average_time_in_draft=None,
@@ -372,6 +378,7 @@ def main():  # pragma: no cover
     )
 
     stats_time_to_first_response = get_stats_time_to_first_response(issues_with_metrics)
+    stats_time_to_first_review = get_stats_time_to_first_review(issues_with_metrics)
     stats_time_to_close = None
     if num_issues_closed > 0:
         stats_time_to_close = get_stats_time_to_close(issues_with_metrics)
@@ -392,6 +399,7 @@ def main():  # pragma: no cover
     write_to_json(
         issues_with_metrics=issues_with_metrics,
         stats_time_to_first_response=stats_time_to_first_response,
+        stats_time_to_first_review=stats_time_to_first_review,
         stats_time_to_close=stats_time_to_close,
         stats_time_to_answer=stats_time_to_answer,
         stats_time_in_draft=stats_time_in_draft,
@@ -407,6 +415,7 @@ def main():  # pragma: no cover
     write_to_markdown(
         issues_with_metrics=issues_with_metrics,
         average_time_to_first_response=stats_time_to_first_response,
+        average_time_to_first_review=stats_time_to_first_review,
         average_time_to_close=stats_time_to_close,
         average_time_to_answer=stats_time_to_answer,
         average_time_in_draft=stats_time_in_draft,
diff --git a/json_writer.py b/json_writer.py
index 5dcd2888..b95b1c6f 100644
--- a/json_writer.py
+++ b/json_writer.py
@@ -4,6 +4,7 @@
     write_to_json(
         issues_with_metrics: Union[List[IssueWithMetrics], None],
         stats_time_to_first_response: Union[dict[str, timedelta], None],
+        stats_time_to_first_review: Union[dict[str, timedelta], None],
         stats_time_to_close: Union[dict[str, timedelta], None],
         stats_time_to_answer: Union[dict[str, timedelta], None],
         stats_time_in_draft: Union[dict[str, timedelta], None],
@@ -29,6 +30,7 @@
 def write_to_json(
     issues_with_metrics: Union[List[IssueWithMetrics], None],
     stats_time_to_first_response: Union[dict[str, timedelta], None],
+    stats_time_to_first_review: Union[dict[str, timedelta], None],
     stats_time_to_close: Union[dict[str, timedelta], None],
     stats_time_to_answer: Union[dict[str, timedelta], None],
     stats_time_in_draft: Union[dict[str, timedelta], None],
@@ -104,6 +106,15 @@ def write_to_json(
         med_time_to_first_response = stats_time_to_first_response["med"]
         p90_time_to_first_response = stats_time_to_first_response["90p"]
 
+    # time to first review
+    average_time_to_first_review = None
+    med_time_to_first_review = None
+    p90_time_to_first_review = None
+    if stats_time_to_first_review is not None:
+        average_time_to_first_review = stats_time_to_first_review["avg"]
+        med_time_to_first_review = stats_time_to_first_review["med"]
+        p90_time_to_first_review = stats_time_to_first_review["90p"]
+
     # time to close
     average_time_to_close = None
     med_time_to_close = None
@@ -155,6 +166,7 @@ def write_to_json(
     # Create a dictionary with the metrics
     metrics: dict[str, Any] = {
         "average_time_to_first_response": str(average_time_to_first_response),
+        "average_time_to_first_review": str(average_time_to_first_review),
         "average_time_to_close": str(average_time_to_close),
         "average_time_to_answer": str(average_time_to_answer),
         "average_time_in_draft": str(average_time_in_draft),
@@ -193,6 +205,7 @@ def write_to_json(
                 "assignee": issue.assignee,
                 "assignees": issue.assignees,
                 "time_to_first_response": str(issue.time_to_first_response),
+                "time_to_first_review": str(issue.time_to_first_review),
                 "time_to_close": str(issue.time_to_close),
                 "time_to_answer": str(issue.time_to_answer),
                 "time_in_draft": str(issue.time_in_draft),
diff --git a/markdown_writer.py b/markdown_writer.py
index 4963987a..49b0048e 100644
--- a/markdown_writer.py
+++ b/markdown_writer.py
@@ -78,6 +78,10 @@ def get_non_hidden_columns(labels) -> List[str]:
     if not hide_time_to_first_response:
         columns.append("Time to first response")
 
+    hide_time_to_first_review = env_vars.hide_time_to_first_review
+    if not hide_time_to_first_review:
+        columns.append("Time to first review")
+
     hide_time_to_close = env_vars.hide_time_to_close
     if not hide_time_to_close:
         columns.append("Time to close")
@@ -129,6 +133,7 @@ def sort_issues(
     valid_fields = {
         "time_to_close",
         "time_to_first_response",
+        "time_to_first_review",
         "time_to_answer",
         "time_in_draft",
         "created_at",
@@ -200,6 +205,7 @@ def group_issues(
 def write_to_markdown(
     issues_with_metrics: Union[List[IssueWithMetrics], None],
     average_time_to_first_response: Union[dict[str, timedelta], None],
+    average_time_to_first_review: Union[dict[str, timedelta], None],
     average_time_to_close: Union[dict[str, timedelta], None],
     average_time_to_answer: Union[dict[str, timedelta], None],
     average_time_in_draft: Union[dict[str, timedelta], None],
@@ -268,6 +274,7 @@ def write_to_markdown(
         write_overall_metrics_tables(
             issues_with_metrics,
             average_time_to_first_response,
+            average_time_to_first_review,
             average_time_to_close,
             average_time_to_answer,
             average_time_in_draft,
@@ -345,6 +352,8 @@ def write_to_markdown(
                         )
                     if "Time to first response" in columns:
                         file.write(f" {issue.time_to_first_response} |")
+                    if "Time to first review" in columns:
+                        file.write(f" {issue.time_to_first_review} |")
                     if "Time to close" in columns:
                         file.write(f" {issue.time_to_close} |")
                     if "Time to answer" in columns:
@@ -374,6 +383,7 @@ def write_to_markdown(
 def write_overall_metrics_tables(
     issues_with_metrics,
     stats_time_to_first_response,
+    stats_time_to_first_review,
     stats_time_to_close,
     stats_time_to_answer,
     average_time_in_draft,
@@ -397,6 +407,7 @@ def write_overall_metrics_tables(
             column in columns
             for column in [
                 "Time to first response",
+                "Time to first review",
                 "Time to close",
                 "Time to answer",
                 "Time in draft",
@@ -417,6 +428,16 @@ def write_overall_metrics_tables(
                 )
             else:
                 file.write("| Time to first response | None | None | None |\n")
+        if "Time to first review" in columns:
+            if stats_time_to_first_review is not None:
+                file.write(
+                    f"| Time to first review "
+                    f"| {stats_time_to_first_review['avg']} "
+                    f"| {stats_time_to_first_review['med']} "
+                    f"| {stats_time_to_first_review['90p']} |\n"
+                )
+            else:
+                file.write("| Time to first review | None | None | None |\n")
         if "Time to close" in columns:
             if stats_time_to_close is not None:
                 file.write(
diff --git a/time_to_first_review.py b/time_to_first_review.py
index a8c96acf..f3d8e871 100644
--- a/time_to_first_review.py
+++ b/time_to_first_review.py
@@ -5,6 +5,7 @@
 
 import github3
 import numpy
+
 from classes import IssueWithMetrics
 from time_to_first_response import ignore_comment
 
@@ -40,7 +41,10 @@ def measure_time_to_first_review(
             first_review_time = review.submitted_at
             break
 
-    except TypeError:
+    except TypeError as e:
+        print(
+            f"An error occurred processing review comments. Perhaps the review contains a ghost user. {e}"
+        )
         return None
 
     if first_review_time is None:

From 7317684a8f8802254f5d30687af3fafce7097cde Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Tue, 10 Mar 2026 05:29:51 +0000
Subject: [PATCH 08/15] feat: add time to first review metric and update tests
 likewise

---
 json_writer.py               |  2 ++
 test_assignee_integration.py |  2 ++
 test_column_order_fix.py     |  5 +++--
 test_config.py               |  4 ++++
 test_json_writer.py          | 12 ++++++++++++
 test_markdown_writer.py      | 27 +++++++++++++++++++--------
 test_sorting_grouping.py     |  2 ++
 7 files changed, 44 insertions(+), 10 deletions(-)

diff --git a/json_writer.py b/json_writer.py
index b95b1c6f..67834f9e 100644
--- a/json_writer.py
+++ b/json_writer.py
@@ -172,11 +172,13 @@ def write_to_json(
         "average_time_in_draft": str(average_time_in_draft),
         "average_time_in_labels": average_time_in_labels,
         "median_time_to_first_response": str(med_time_to_first_response),
+        "median_time_to_first_review": str(med_time_to_first_review),
         "median_time_to_close": str(med_time_to_close),
         "median_time_to_answer": str(med_time_to_answer),
         "median_time_in_draft": str(med_time_in_draft),
         "median_time_in_labels": med_time_in_labels,
         "90_percentile_time_to_first_response": str(p90_time_to_first_response),
+        "90_percentile_time_to_first_review": str(p90_time_to_first_review),
         "90_percentile_time_to_close": str(p90_time_to_close),
         "90_percentile_time_to_answer": str(p90_time_to_answer),
         "90_percentile_time_in_draft": str(p90_time_in_draft),
diff --git a/test_assignee_integration.py b/test_assignee_integration.py
index 1af28e6b..ab7f3ffe 100644
--- a/test_assignee_integration.py
+++ b/test_assignee_integration.py
@@ -54,6 +54,7 @@ def test_assignee_in_markdown_output(self):
         try:
             write_to_markdown(
                 issues_with_metrics=issues_with_metrics,
+                average_time_to_first_review=None,
                 average_time_to_first_response={
                     "avg": timedelta(hours=3),
                     "med": timedelta(hours=3),
@@ -132,6 +133,7 @@ def test_assignee_in_json_output(self):
         try:
             json_output = write_to_json(
                 issues_with_metrics=issues_with_metrics,
+                stats_time_to_first_review=None,
                 stats_time_to_first_response={
                     "avg": timedelta(hours=3),
                     "med": timedelta(hours=3),
diff --git a/test_column_order_fix.py b/test_column_order_fix.py
index 45fcfc63..54418b89 100644
--- a/test_column_order_fix.py
+++ b/test_column_order_fix.py
@@ -55,6 +55,7 @@ def test_status_and_created_at_columns_alignment(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=None,
+            average_time_to_first_review=None,
             average_time_to_close=None,
             average_time_to_answer=None,
             average_time_in_draft=None,
@@ -80,7 +81,7 @@ def test_status_and_created_at_columns_alignment(self):
         # The table should have the columns in the correct order
         # and the data should be properly aligned
         expected_header = (
-            "| Title | URL | Assignee | Author | Time to first response | "
+            "| Title | URL | Assignee | Author | Time to first response | Time to first review | "
             "Time to close | Time to answer | Created At | Status |"
         )
         self.assertIn(expected_header, content)
@@ -92,7 +93,7 @@ def test_status_and_created_at_columns_alignment(self):
             "| Test Issue | https://github.com/user/repo/issues/1 | "
             "[assignee1](https://github.com/assignee1) | "
             "[testuser](https://github.com/testuser) | 1 day, 0:00:00 | "
-            "2 days, 0:00:00 | 3 days, 0:00:00 | 2023-01-01T00:00:00Z | open |"
+            "None | 2 days, 0:00:00 | 3 days, 0:00:00 | 2023-01-01T00:00:00Z | open |"
         )
         self.assertIn(expected_row, content)
 
diff --git a/test_config.py b/test_config.py
index 280d5884..bbb84e62 100644
--- a/test_config.py
+++ b/test_config.py
@@ -131,6 +131,7 @@ def test_get_env_vars_with_github_app(self):
             hide_time_to_answer=False,
             hide_time_to_close=False,
             hide_time_to_first_response=False,
+            hide_time_to_first_review=False,
             hide_created_at=True,
             hide_status=True,
             ignore_user=[],
@@ -187,6 +188,7 @@ def test_get_env_vars_with_token(self):
             hide_time_to_answer=False,
             hide_time_to_close=False,
             hide_time_to_first_response=False,
+            hide_time_to_first_review=False,
             hide_created_at=True,
             hide_status=True,
             ignore_user=[],
@@ -292,6 +294,7 @@ def test_get_env_vars_optional_values(self):
             hide_time_to_answer=True,
             hide_time_to_close=True,
             hide_time_to_first_response=True,
+            hide_time_to_first_review=False,
             hide_created_at=True,
             hide_status=True,
             ignore_user=[],
@@ -339,6 +342,7 @@ def test_get_env_vars_optionals_are_defaulted(self):
             hide_time_to_answer=False,
             hide_time_to_close=False,
             hide_time_to_first_response=False,
+            hide_time_to_first_review=False,
             hide_created_at=True,
             hide_status=True,
             ignore_user=[],
diff --git a/test_json_writer.py b/test_json_writer.py
index 3a6a24fb..5924316c 100644
--- a/test_json_writer.py
+++ b/test_json_writer.py
@@ -77,16 +77,19 @@ def test_write_to_json(self):
 
         expected_output = {
             "average_time_to_first_response": "2 days, 12:00:00",
+            "average_time_to_first_review": "None",
             "average_time_to_close": "5 days, 0:00:00",
             "average_time_to_answer": "1 day, 0:00:00",
             "average_time_in_draft": "1 day, 0:00:00",
             "average_time_in_labels": {"bug": "1 day, 16:24:12"},
             "median_time_to_first_response": "2 days, 12:00:00",
+            "median_time_to_first_review": "None",
             "median_time_to_close": "4 days, 0:00:00",
             "median_time_to_answer": "2 days, 0:00:00",
             "median_time_in_draft": "1 day, 0:00:00",
             "median_time_in_labels": {"bug": "1 day, 16:24:12"},
             "90_percentile_time_to_first_response": "1 day, 12:00:00",
+            "90_percentile_time_to_first_review": "None",
             "90_percentile_time_to_close": "3 days, 0:00:00",
             "90_percentile_time_to_answer": "3 days, 0:00:00",
             "90_percentile_time_in_draft": "1 day, 0:00:00",
@@ -106,6 +109,7 @@ def test_write_to_json(self):
                     "assignee": "charlie",
                     "assignees": ["charlie"],
                     "time_to_first_response": "3 days, 0:00:00",
+                    "time_to_first_review": "None",
                     "time_to_close": "6 days, 0:00:00",
                     "time_to_answer": "None",
                     "time_in_draft": "1 day, 0:00:00",
@@ -120,6 +124,7 @@ def test_write_to_json(self):
                     "assignee": None,
                     "assignees": [],
                     "time_to_first_response": "2 days, 0:00:00",
+                    "time_to_first_review": "None",
                     "time_to_close": "4 days, 0:00:00",
                     "time_to_answer": "1 day, 0:00:00",
                     "time_in_draft": "None",
@@ -136,6 +141,7 @@ def test_write_to_json(self):
             write_to_json(
                 issues_with_metrics=issues_with_metrics,
                 stats_time_to_first_response=stats_time_to_first_response,
+                stats_time_to_first_review=None,
                 stats_time_to_close=stats_time_to_close,
                 stats_time_to_answer=stats_time_to_answer,
                 stats_time_in_draft=stats_time_in_draft,
@@ -194,16 +200,19 @@ def test_write_to_json_with_no_response(self):
 
         expected_output = {
             "average_time_to_first_response": "None",
+            "average_time_to_first_review": "None",
             "average_time_to_close": "None",
             "average_time_to_answer": "None",
             "average_time_in_draft": "None",
             "average_time_in_labels": {},
             "median_time_to_first_response": "None",
+            "median_time_to_first_review": "None",
             "median_time_to_close": "None",
             "median_time_to_answer": "None",
             "median_time_in_draft": "None",
             "median_time_in_labels": {},
             "90_percentile_time_to_first_response": "None",
+            "90_percentile_time_to_first_review": "None",
             "90_percentile_time_to_close": "None",
             "90_percentile_time_to_answer": "None",
             "90_percentile_time_in_draft": "None",
@@ -223,6 +232,7 @@ def test_write_to_json_with_no_response(self):
                     "assignee": None,
                     "assignees": [],
                     "time_to_first_response": "None",
+                    "time_to_first_review": "None",
                     "time_to_close": "None",
                     "time_to_answer": "None",
                     "time_in_draft": "None",
@@ -237,6 +247,7 @@ def test_write_to_json_with_no_response(self):
                     "assignee": None,
                     "assignees": [],
                     "time_to_first_response": "None",
+                    "time_to_first_review": "None",
                     "time_to_close": "None",
                     "time_to_answer": "None",
                     "time_in_draft": "None",
@@ -253,6 +264,7 @@ def test_write_to_json_with_no_response(self):
             write_to_json(
                 issues_with_metrics=issues_with_metrics,
                 stats_time_to_first_response=stats_time_to_first_response,
+                stats_time_to_first_review=None,
                 stats_time_to_close=stats_time_to_close,
                 stats_time_to_answer=stats_time_to_answer,
                 stats_time_in_draft=stats_time_in_draft,
diff --git a/test_markdown_writer.py b/test_markdown_writer.py
index 29129f2f..46b199f8 100644
--- a/test_markdown_writer.py
+++ b/test_markdown_writer.py
@@ -103,6 +103,7 @@ def test_write_to_markdown(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=time_to_first_response,
+            average_time_to_first_review=None,
             average_time_to_close=time_to_close,
             average_time_to_answer=time_to_answer,
             average_time_in_draft=time_in_draft,
@@ -126,6 +127,7 @@ def test_write_to_markdown(self):
             "| Metric | Average | Median | 90th percentile |\n"
             "| --- | --- | --- | ---: |\n"
             "| Time to first response | 2 days, 0:00:00 | 2 days, 0:00:00 | 2 days, 0:00:00 |\n"
+            "| Time to first review | None | None | None |\n"
             "| Time to close | 3 days, 0:00:00 | 3 days, 0:00:00 | 3 days, 0:00:00 |\n"
             "| Time to answer | 4 days, 0:00:00 | 4 days, 0:00:00 | 4 days, 0:00:00 |\n"
             "| Time in draft | 1 day, 0:00:00 | 1 day, 0:00:00 | 1 day, 0:00:00 |\n"
@@ -137,13 +139,13 @@ def test_write_to_markdown(self):
             "| Number of items that remain open | 2 |\n"
             "| Number of items closed | 1 |\n"
             "| Total number of items created | 2 |\n\n"
-            "| Title | URL | Assignee | Author | Time to first response | Time to close | "
+            "| Title | URL | Assignee | Author | Time to first response | Time to first review | Time to close | "
             "Time to answer | Time in draft | Time spent in bug | Created At | Status |\n"
-            "| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n"
+            "| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n"
             "| Issue 1 | https://github.com/user/repo/issues/1 | [charlie](https://github.com/charlie) | "
-            "[alice](https://github.com/alice) | 1 day, 0:00:00 | 2 days, 0:00:00 | 3 days, 0:00:00 | "
+            "[alice](https://github.com/alice) | 1 day, 0:00:00 | None | 2 days, 0:00:00 | 3 days, 0:00:00 | "
             "1 day, 0:00:00 | 4 days, 0:00:00 | -5 days, 0:00:00 | None |\n"
-            "| Issue 2 | https://github.com/user/repo/issues/2 | None | [bob](https://github.com/bob) | 3 days, 0:00:00 | "
+            "| Issue 2 | https://github.com/user/repo/issues/2 | None | [bob](https://github.com/bob) | 3 days, 0:00:00 | None | "
             "4 days, 0:00:00 | 5 days, 0:00:00 | 1 day, 0:00:00 | 2 days, 0:00:00 | -5 days, 0:00:00 | None |\n\n"
             "_This report was generated with the [Issue Metrics Action](https://github.com/github-community-projects/issue-metrics)_\n"
             "Search query used to find these items: `is:issue is:open label:bug`\n"
@@ -223,6 +225,7 @@ def test_write_to_markdown_with_vertical_bar_in_title(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=average_time_to_first_response,
+            average_time_to_first_review=None,
             average_time_to_close=average_time_to_close,
             average_time_to_answer=average_time_to_answer,
             average_time_in_draft=average_time_in_draft,
@@ -244,6 +247,7 @@ def test_write_to_markdown_with_vertical_bar_in_title(self):
             "| Metric | Average | Median | 90th percentile |\n"
             "| --- | --- | --- | ---: |\n"
             "| Time to first response | 2 days, 0:00:00 | 2 days, 0:00:00 | 2 days, 0:00:00 |\n"
+            "| Time to first review | None | None | None |\n"
             "| Time to close | 3 days, 0:00:00 | 3 days, 0:00:00 | 3 days, 0:00:00 |\n"
             "| Time to answer | 4 days, 0:00:00 | 4 days, 0:00:00 | 4 days, 0:00:00 |\n"
             "| Time in draft | 1 day, 0:00:00 | 1 day, 0:00:00 | 1 day, 0:00:00 |\n"
@@ -255,14 +259,14 @@ def test_write_to_markdown_with_vertical_bar_in_title(self):
             "| Number of items that remain open | 2 |\n"
             "| Number of items closed | 1 |\n"
             "| Total number of items created | 2 |\n\n"
-            "| Title | URL | Assignee | Author | Time to first response | Time to close | "
+            "| Title | URL | Assignee | Author | Time to first response | Time to first review | Time to close | "
             "Time to answer | Time in draft | Time spent in bug | Created At | Status |\n"
-            "| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n"
+            "| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n"
             "| Issue 1 | https://github.com/user/repo/issues/1 | [charlie](https://github.com/charlie) | "
-            "[alice](https://github.com/alice) | 1 day, 0:00:00 | 2 days, 0:00:00 | 3 days, 0:00:00 | "
+            "[alice](https://github.com/alice) | 1 day, 0:00:00 | None | 2 days, 0:00:00 | 3 days, 0:00:00 | "
             "1 day, 0:00:00 | 1 day, 0:00:00 | -5 days, 0:00:00 | None |\n"
             "| feat&#124; Issue 2 | https://github.com/user/repo/issues/2 | None | "
-            "[bob](https://github.com/bob) | 3 days, 0:00:00 | "
+            "[bob](https://github.com/bob) | 3 days, 0:00:00 | None | "
             "4 days, 0:00:00 | 5 days, 0:00:00 | None | 2 days, 0:00:00 | -5 days, 0:00:00 | None |\n\n"
             "_This report was generated with the [Issue Metrics Action](https://github.com/github-community-projects/issue-metrics)_\n"
         )
@@ -284,6 +288,7 @@ def test_write_to_markdown_no_issues(self):
                 None,
                 None,
                 None,
+                None,
                 report_title="Issue Metrics",
             )
 
@@ -310,6 +315,7 @@ def test_write_to_markdown_no_issues(self):
         "GH_TOKEN": "test_token",
         "HIDE_CREATED_AT": "False",
         "HIDE_TIME_TO_FIRST_RESPONSE": "True",
+        "HIDE_TIME_TO_FIRST_REVIEW": "True",
         "HIDE_TIME_TO_CLOSE": "True",
         "HIDE_TIME_TO_ANSWER": "True",
         "HIDE_LABEL_METRICS": "True",
@@ -379,6 +385,7 @@ def test_writes_markdown_file_with_non_hidden_columns_only(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=average_time_to_first_response,
+            average_time_to_first_review=None,
             average_time_to_close=average_time_to_close,
             average_time_to_answer=average_time_to_answer,
             average_time_in_draft=average_time_in_draft,
@@ -428,6 +435,7 @@ def test_writes_markdown_file_with_non_hidden_columns_only(self):
             "GH_TOKEN": "test_token",
             "HIDE_CREATED_AT": "False",
             "HIDE_TIME_TO_FIRST_RESPONSE": "True",
+            "HIDE_TIME_TO_FIRST_REVIEW": "True",
             "HIDE_TIME_TO_CLOSE": "True",
             "HIDE_TIME_TO_ANSWER": "True",
             "HIDE_LABEL_METRICS": "True",
@@ -490,6 +498,7 @@ def test_writes_markdown_file_with_hidden_status_column(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=average_time_to_first_response,
+            average_time_to_first_review=None,
             average_time_to_close=average_time_to_close,
             average_time_to_answer=average_time_to_answer,
             average_time_in_draft=average_time_in_draft,
@@ -538,6 +547,7 @@ def test_writes_markdown_file_with_hidden_status_column(self):
             "GH_TOKEN": "test_token",
             "HIDE_CREATED_AT": "False",
             "HIDE_TIME_TO_FIRST_RESPONSE": "True",
+            "HIDE_TIME_TO_FIRST_REVIEW": "True",
             "HIDE_TIME_TO_CLOSE": "True",
             "HIDE_TIME_TO_ANSWER": "True",
             "HIDE_LABEL_METRICS": "True",
@@ -601,6 +611,7 @@ def test_writes_markdown_file_with_hidden_items_list(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=average_time_to_first_response,
+            average_time_to_first_review=None,
             average_time_to_close=average_time_to_close,
             average_time_to_answer=average_time_to_answer,
             average_time_in_draft=average_time_in_draft,
diff --git a/test_sorting_grouping.py b/test_sorting_grouping.py
index a0807502..d50d437f 100644
--- a/test_sorting_grouping.py
+++ b/test_sorting_grouping.py
@@ -297,6 +297,7 @@ def test_write_to_markdown_with_sorting(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=None,
+            average_time_to_first_review=None,
             average_time_to_close=None,
             average_time_to_answer=None,
             average_time_in_draft=None,
@@ -357,6 +358,7 @@ def test_write_to_markdown_with_grouping(self):
         write_to_markdown(
             issues_with_metrics=issues_with_metrics,
             average_time_to_first_response=None,
+            average_time_to_first_review=None,
             average_time_to_close=None,
             average_time_to_answer=None,
             average_time_in_draft=None,

From 319ca220e4cb2485dd73ece4c329f963a48cb8b9 Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Fri, 13 Mar 2026 09:08:56 +0000
Subject: [PATCH 09/15] fix: style and lint fix

---
 issue_metrics.py        | 1 -
 time_to_first_review.py | 1 -
 2 files changed, 2 deletions(-)

diff --git a/issue_metrics.py b/issue_metrics.py
index df0db5e8..5a45815e 100755
--- a/issue_metrics.py
+++ b/issue_metrics.py
@@ -21,7 +21,6 @@
 
 import github3
 import github3.structs
-
 from auth import auth_to_github, get_github_app_installation_token
 from classes import IssueWithMetrics
 from config import EnvVars, get_env_vars
diff --git a/time_to_first_review.py b/time_to_first_review.py
index f3d8e871..6fec9689 100644
--- a/time_to_first_review.py
+++ b/time_to_first_review.py
@@ -5,7 +5,6 @@
 
 import github3
 import numpy
-
 from classes import IssueWithMetrics
 from time_to_first_response import ignore_comment
 

From 6b25327e99fbde0a4501651060ab6fd5f06f9dfc Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Sat, 21 Mar 2026 14:59:40 +0000
Subject: [PATCH 10/15] test: implement all requested coverage for
 time_to_first_review

---
 test_time_to_first_review.py | 82 ++++++++++++++++++++++++++++++++++++
 1 file changed, 82 insertions(+)

diff --git a/test_time_to_first_review.py b/test_time_to_first_review.py
index bfbbf0dd..599cf29c 100644
--- a/test_time_to_first_review.py
+++ b/test_time_to_first_review.py
@@ -61,3 +61,85 @@ def test_measure_time_to_first_review_ignore_pending(self):
         expected = timedelta(days=2)
 
         self.assertEqual(result, expected)
+
+    def test_get_stats_time_to_first_review_normal(self):
+        """Test a normal list of issues with review times."""
+        from time_to_first_review import get_stats_time_to_first_review
+        
+        # Creating mock issues with metrics
+        issue1 = MagicMock()
+        issue1.time_to_first_review = timedelta(days=1)
+        issue2 = MagicMock()
+        issue2.time_to_first_review = timedelta(days=3)
+        
+        stats = get_stats_time_to_first_review([issue1, issue2])
+        self.assertIsNotNone(stats)
+        # Verify the average is 2 days
+        self.assertEqual(stats["avg"], timedelta(days=2))
+
+    def test_get_stats_time_to_first_review_all_none(self):
+        """Test a list where all review times are None."""
+        from time_to_first_review import get_stats_time_to_first_review
+        issue = MagicMock()
+        issue.time_to_first_review = None
+        
+        self.assertIsNone(get_stats_time_to_first_review([issue]))
+
+    def test_get_stats_time_to_first_review_empty(self):
+        """Test an empty list."""
+        from time_to_first_review import get_stats_time_to_first_review
+        self.assertIsNone(get_stats_time_to_first_review([]))
+
+    def test_measure_time_to_first_review_ready_for_review_path(self):
+        """Test the ready_for_review_at path (Start time logic)."""
+        mock_issue = MagicMock()
+        mock_issue.created_at = "2023-01-01T00:00:00Z"
+        
+        # This should override created_at as the start time
+        ready_at = datetime.fromisoformat("2023-01-01T12:00:00Z")
+        
+        mock_review = MagicMock()
+        mock_review.submitted_at = datetime.fromisoformat("2023-01-01T13:00:00Z")
+        
+        mock_pr = MagicMock()
+        mock_pr.reviews.return_value = [mock_review]
+
+        result = measure_time_to_first_review(mock_issue, mock_pr, ready_at, [])
+        # 13:00 (review) - 12:00 (ready_at) = 1 hour
+        self.assertEqual(result, timedelta(hours=1))
+
+    def test_measure_time_to_first_review_ignore_users(self):
+        """Test filtering out a matching reviewer from ignore_users."""
+        mock_issue = MagicMock()
+        mock_issue.created_at = "2023-01-01T10:00:00Z"
+        
+        # First review is by an ignored user
+        bad_review = MagicMock()
+        bad_review.user.login = "bot-user"
+        bad_review.submitted_at = datetime.fromisoformat("2023-01-01T11:00:00Z")
+        
+        # Second review is valid
+        good_review = MagicMock()
+        good_review.user.login = "human-user"
+        good_review.submitted_at = datetime.fromisoformat("2023-01-01T12:00:00Z")
+        
+        mock_pr = MagicMock()
+        mock_pr.reviews.return_value = [bad_review, good_review]
+
+        # Ignore "bot-user"
+        result = measure_time_to_first_review(mock_issue, mock_pr, None, ["bot-user"])
+        
+        # Should be 12:00 - 10:00 = 2 hours (ignoring the 11:00 review)
+        self.assertEqual(result, timedelta(hours=2))
+
+    def test_measure_time_to_first_review_type_error_path(self):
+        """Test the except TypeError error handling path."""
+        mock_issue = MagicMock()
+        # Passing an integer instead of a string/datetime to force a failure in date parsing
+        mock_issue.created_at = 12345 
+        
+        mock_pr = MagicMock()
+        mock_pr.reviews.return_value = [MagicMock()]
+
+        result = measure_time_to_first_review(mock_issue, mock_pr, None, [])
+        self.assertIsNone(result)

From 04649aa9915db678186f18dea7dae8047190485a Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Sat, 21 Mar 2026 14:59:40 +0000
Subject: [PATCH 11/15] test: implement all requested coverage for
 time_to_first_review

---
 test_time_to_first_review.py | 47 ++++++++++--------------------------
 1 file changed, 13 insertions(+), 34 deletions(-)

diff --git a/test_time_to_first_review.py b/test_time_to_first_review.py
index 599cf29c..27150b8c 100644
--- a/test_time_to_first_review.py
+++ b/test_time_to_first_review.py
@@ -4,7 +4,10 @@
 from datetime import datetime, timedelta
 from unittest.mock import MagicMock
 
-from time_to_first_review import measure_time_to_first_review
+from time_to_first_review import (
+    get_stats_time_to_first_review,
+    measure_time_to_first_review,
+)
 
 
 class TestMeasureTimeToFirstReview(unittest.TestCase):
@@ -12,7 +15,6 @@ class TestMeasureTimeToFirstReview(unittest.TestCase):
 
     def test_measure_time_to_first_review_basic(self):
         """Test that the function calculates correct review time."""
-
         mock_issue = MagicMock()
         mock_issue.created_at = "2023-01-01T00:00:00Z"
 
@@ -23,14 +25,11 @@ def test_measure_time_to_first_review_basic(self):
         mock_pull_request.reviews.return_value = [mock_review]
 
         result = measure_time_to_first_review(mock_issue, mock_pull_request, None, [])
-
         expected = timedelta(days=1)
-
         self.assertEqual(result, expected)
 
     def test_measure_time_to_first_review_no_reviews(self):
         """Test that function returns None if there are no reviews."""
-
         mock_issue = MagicMock()
         mock_issue.created_at = "2023-01-01T00:00:00Z"
 
@@ -38,12 +37,10 @@ def test_measure_time_to_first_review_no_reviews(self):
         mock_pull_request.reviews.return_value = []
 
         result = measure_time_to_first_review(mock_issue, mock_pull_request, None, [])
-
         self.assertEqual(result, None)
 
     def test_measure_time_to_first_review_ignore_pending(self):
         """Test that pending reviews are ignored."""
-
         mock_issue = MagicMock()
         mock_issue.created_at = "2023-01-01T00:00:00Z"
 
@@ -57,89 +54,71 @@ def test_measure_time_to_first_review_ignore_pending(self):
         mock_pull_request.reviews.return_value = [pending_review, valid_review]
 
         result = measure_time_to_first_review(mock_issue, mock_pull_request, None, [])
-
         expected = timedelta(days=2)
-
         self.assertEqual(result, expected)
 
     def test_get_stats_time_to_first_review_normal(self):
         """Test a normal list of issues with review times."""
-        from time_to_first_review import get_stats_time_to_first_review
-        
-        # Creating mock issues with metrics
         issue1 = MagicMock()
         issue1.time_to_first_review = timedelta(days=1)
         issue2 = MagicMock()
         issue2.time_to_first_review = timedelta(days=3)
-        
+
         stats = get_stats_time_to_first_review([issue1, issue2])
         self.assertIsNotNone(stats)
-        # Verify the average is 2 days
         self.assertEqual(stats["avg"], timedelta(days=2))
 
     def test_get_stats_time_to_first_review_all_none(self):
         """Test a list where all review times are None."""
-        from time_to_first_review import get_stats_time_to_first_review
         issue = MagicMock()
         issue.time_to_first_review = None
-        
         self.assertIsNone(get_stats_time_to_first_review([issue]))
 
     def test_get_stats_time_to_first_review_empty(self):
         """Test an empty list."""
-        from time_to_first_review import get_stats_time_to_first_review
         self.assertIsNone(get_stats_time_to_first_review([]))
 
     def test_measure_time_to_first_review_ready_for_review_path(self):
         """Test the ready_for_review_at path (Start time logic)."""
         mock_issue = MagicMock()
         mock_issue.created_at = "2023-01-01T00:00:00Z"
-        
-        # This should override created_at as the start time
         ready_at = datetime.fromisoformat("2023-01-01T12:00:00Z")
-        
+
         mock_review = MagicMock()
         mock_review.submitted_at = datetime.fromisoformat("2023-01-01T13:00:00Z")
-        
+
         mock_pr = MagicMock()
         mock_pr.reviews.return_value = [mock_review]
 
         result = measure_time_to_first_review(mock_issue, mock_pr, ready_at, [])
-        # 13:00 (review) - 12:00 (ready_at) = 1 hour
         self.assertEqual(result, timedelta(hours=1))
 
     def test_measure_time_to_first_review_ignore_users(self):
         """Test filtering out a matching reviewer from ignore_users."""
         mock_issue = MagicMock()
         mock_issue.created_at = "2023-01-01T10:00:00Z"
-        
-        # First review is by an ignored user
+
         bad_review = MagicMock()
         bad_review.user.login = "bot-user"
         bad_review.submitted_at = datetime.fromisoformat("2023-01-01T11:00:00Z")
-        
-        # Second review is valid
+
         good_review = MagicMock()
         good_review.user.login = "human-user"
         good_review.submitted_at = datetime.fromisoformat("2023-01-01T12:00:00Z")
-        
+
         mock_pr = MagicMock()
         mock_pr.reviews.return_value = [bad_review, good_review]
 
-        # Ignore "bot-user"
         result = measure_time_to_first_review(mock_issue, mock_pr, None, ["bot-user"])
-        
-        # Should be 12:00 - 10:00 = 2 hours (ignoring the 11:00 review)
         self.assertEqual(result, timedelta(hours=2))
 
     def test_measure_time_to_first_review_type_error_path(self):
         """Test the except TypeError error handling path."""
         mock_issue = MagicMock()
-        # Passing an integer instead of a string/datetime to force a failure in date parsing
-        mock_issue.created_at = 12345 
-        
+        mock_issue.created_at = 12345
+
         mock_pr = MagicMock()
         mock_pr.reviews.return_value = [MagicMock()]
 
         result = measure_time_to_first_review(mock_issue, mock_pr, None, [])
-        self.assertIsNone(result)
+        self.assertIsNone(result)
\ No newline at end of file

From d5dbdb07a094d1ff8cb04a170cfce0a1c570722a Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Sat, 21 Mar 2026 15:21:05 +0000
Subject: [PATCH 12/15] test: implement full coverage and fix all
 linting/formatting

---
 test_time_to_first_review.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test_time_to_first_review.py b/test_time_to_first_review.py
index 27150b8c..1a65df20 100644
--- a/test_time_to_first_review.py
+++ b/test_time_to_first_review.py
@@ -121,4 +121,4 @@ def test_measure_time_to_first_review_type_error_path(self):
         mock_pr.reviews.return_value = [MagicMock()]
 
         result = measure_time_to_first_review(mock_issue, mock_pr, None, [])
-        self.assertIsNone(result)
\ No newline at end of file
+        self.assertIsNone(result)

From 10383509e02b089ee2df4776895925f1d8b9a3d6 Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Wed, 25 Mar 2026 08:42:30 +0000
Subject: [PATCH 13/15] doc: README.md edited for time_to_first_review metric

---
 README.md | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index a7aca17f..25f1eafc 100644
--- a/README.md
+++ b/README.md
@@ -20,6 +20,7 @@ Feel free to inquire about its usage by creating an issue in this repository.
 | Metric                            | Description                                                                                |
 | --------------------------------- | ------------------------------------------------------------------------------------------ |
 | Time to First Response            | The duration from creation to the initial comment or review.\*                             |
+| Time to First Review (PRs Only)   | The duration from creation to the first submitted review.\*                                |
 | Time to Close                     | The period from creation to closure.\*                                                     |
 | Time to Answer (Discussions Only) | The time from creation to an answer.                                                       |
 | Time in Label                     | The duration from label application to removal, requires `LABELS_TO_MEASURE` env variable. |
@@ -157,6 +158,7 @@ This action can be configured to authenticate with GitHub App Installation or Pe
 | `HIDE_TIME_TO_ANSWER`         | False    | False                                      | If set to `true`, the time to answer a discussion will not be displayed in the generated Markdown file.                                                                                                                                                                                                    |
 | `HIDE_TIME_TO_CLOSE`          | False    | False                                      | If set to `true`, the time to close will not be displayed in the generated Markdown file.                                                                                                                                                                                                                  |
 | `HIDE_TIME_TO_FIRST_RESPONSE` | False    | False                                      | If set to `true`, the time to first response will not be displayed in the generated Markdown file.                                                                                                                                                                                                         |
+| `HIDE_TIME_TO_FIRST_REVIEW`   | False    | False                                      | If set to `true`, the time to first review will not be displayed in the generated Markdown file.                                                                                                                                                                                                         |
 | `HIDE_STATUS`                 | False    | True                                       | If set to `true`, the status column will not be shown                                                                                                                                                                                                                                                      |
 | `HIDE_CREATED_AT`             | False    | True                                       | If set to `true`, the creation timestamp will not be displayed in the generated Markdown file.                                                                                                                                                                                                             |
 | `HIDE_PR_STATISTICS`          | False    | True                                       | If set to `true`, PR comment statistics (mean, median, 90th percentile, and individual PR comment counts) will not be displayed in the generated Markdown file.                                                                                                                                            |
@@ -173,7 +175,7 @@ This action can be configured to authenticate with GitHub App Installation or Pe
 | `REPORT_TITLE`                | False    | `"Issue Metrics"`                          | Title to have on the report issue.                                                                                                                                                                                                                                                                         |
 | `SEARCH_QUERY`                | True     | `""`                                       | The query by which you can filter issues/PRs which must contain a `repo:`, `org:`, `owner:`, or a `user:` entry. For discussions, include `type:discussions` in the query.                                                                                                                                 |
 | `GROUP_BY`                    | False    | `""`                                       | Group items in the report by the specified field. Supported values: `author`, `assignee`. When set, items will be grouped into separate sections by the chosen field.                                                                                                                                      |
-| `SORT_BY`                     | False    | `""`                                       | Sort items in the report by the specified field. Supported values: `time_to_close`, `time_to_first_response`, `time_to_answer`, `time_in_draft`, `created_at`. When set, items will be sorted by the chosen metric.                                                                                        |
+| `SORT_BY`                     | False    | `""`                                       | Sort items in the report by the specified field. Supported values: `time_to_close`, `time_to_first_response`, `time_to_first_review`, `time_to_answer`, `time_in_draft`, `created_at`. When set, items will be sorted by the chosen metric. |
 | `SORT_ORDER`                  | False    | `asc`                                      | Sort order for the items. Supported values: `asc` (ascending), `desc` (descending). Only applies when `SORT_BY` is set.                                                                                                                                                                                    |
 
 ## Further Documentation
@@ -208,4 +210,4 @@ We would ❤️ contributions to improve this action. Please see [CONTRIBUTING.m
 
 ## More OSPO Tools
 
-Looking for more resources for your open source program office (OSPO)? Check out the [`github-ospo`](https://github.com/github/github-ospo) repository for a variety of tools designed to support your needs.
+Looking for more resources for your open source program office (OSPO)? Check out the [`github-ospo`](https://github.com/github/github-ospo) repository for a variety of tools designed to support your needs.
\ No newline at end of file

From 676b5cfd25e9f8ccffcd0009499be09059258f85 Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Wed, 25 Mar 2026 08:42:30 +0000
Subject: [PATCH 14/15] doc: README.md edited for time_to_first_review metric

---
 README.md | 22 +++++++++++++++-------
 1 file changed, 15 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index 25f1eafc..f980ae72 100644
--- a/README.md
+++ b/README.md
@@ -109,18 +109,18 @@ All feedback regarding our GitHub Actions, as a whole, should be communicated th
 ## Use as a GitHub Action
 
 1. Create a repository to host this GitHub Action or select an existing repository. This is easiest if it is the same repository as the one you want to measure metrics on.
-2. Select a best fit workflow file from the [examples directory](./docs/example-workflows.md) for your use case.
-3. Copy that example into your repository (from step 1) and into the proper directory for GitHub Actions: `.github/workflows/` directory with the file extension `.yml` (ie. `.github/workflows/issue-metrics.yml`)
-4. Edit the values (`SEARCH_QUERY`, `assignees`) from the sample workflow with your information. See the [SEARCH_QUERY](./docs/search-query.md) section for more information on how to configure the search query.
-5. If you are running metrics on a repository other than the one where the workflow file is going to be, then update the value of `GH_TOKEN`.
+1. Select a best fit workflow file from the [examples directory](./docs/example-workflows.md) for your use case.
+1. Copy that example into your repository (from step 1) and into the proper directory for GitHub Actions: `.github/workflows/` directory with the file extension `.yml` (ie. `.github/workflows/issue-metrics.yml`)
+1. Edit the values (`SEARCH_QUERY`, `assignees`) from the sample workflow with your information. See the [SEARCH_QUERY](./docs/search-query.md) section for more information on how to configure the search query.
+1. If you are running metrics on a repository other than the one where the workflow file is going to be, then update the value of `GH_TOKEN`.
    - Do this by creating a [GitHub API token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens#creating-a-personal-access-token-classic) with permissions to read the repository and write issues.
    - Then take the value of the API token you just created, and [create a repository secret](https://docs.github.com/en/actions/security-guides/encrypted-secrets) where the name of the secret is `GH_TOKEN` and the value of the secret the API token.
    - Then finally update the workflow file to use that repository secret by changing `GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}` to `GH_TOKEN: ${{ secrets.GH_TOKEN }}`. The name of the secret can really be anything. It just needs to match between when you create the secret name and when you refer to it in the workflow file.
    - Help on verifying your token's access to your repository [in the docs directory](docs/verify-token-access-to-repository.md)
-6. If you want the resulting issue with the metrics in it to appear in a different repository other than the one the workflow file runs in, update the line `token: ${{ secrets.GITHUB_TOKEN }}` with your own GitHub API token stored as a repository secret.
+1. If you want the resulting issue with the metrics in it to appear in a different repository other than the one the workflow file runs in, update the line `token: ${{ secrets.GITHUB_TOKEN }}` with your own GitHub API token stored as a repository secret.
    - This process is the same as described in the step above. More info on creating secrets can be found [in the GitHub docs security guide on encrypted secrets](https://docs.github.com/en/actions/security-guides/encrypted-secrets).
-7. Commit the workflow file to the default branch (often `master` or `main`)
-8. Wait for the action to trigger based on the `schedule` entry or manually trigger the workflow as shown in the [documentation](https://docs.github.com/en/actions/using-workflows/manually-running-a-workflow).
+1. Commit the workflow file to the default branch (often `master` or `main`)
+1. Wait for the action to trigger based on the `schedule` entry or manually trigger the workflow as shown in the [documentation](https://docs.github.com/en/actions/using-workflows/manually-running-a-workflow).
 
 ### Configuration
 
@@ -158,7 +158,11 @@ This action can be configured to authenticate with GitHub App Installation or Pe
 | `HIDE_TIME_TO_ANSWER`         | False    | False                                      | If set to `true`, the time to answer a discussion will not be displayed in the generated Markdown file.                                                                                                                                                                                                    |
 | `HIDE_TIME_TO_CLOSE`          | False    | False                                      | If set to `true`, the time to close will not be displayed in the generated Markdown file.                                                                                                                                                                                                                  |
 | `HIDE_TIME_TO_FIRST_RESPONSE` | False    | False                                      | If set to `true`, the time to first response will not be displayed in the generated Markdown file.                                                                                                                                                                                                         |
+<<<<<<< HEAD
 | `HIDE_TIME_TO_FIRST_REVIEW`   | False    | False                                      | If set to `true`, the time to first review will not be displayed in the generated Markdown file.                                                                                                                                                                                                         |
+=======
+| `HIDE_TIME_TO_FIRST_REVIEW`   | False    | False                                      | If set to `true`, the time to first review will not be displayed in the generated Markdown file.                                                                                                                                                                                                           |
+>>>>>>> 14965b3 (doc: README.md edited for time_to_first_review metric)
 | `HIDE_STATUS`                 | False    | True                                       | If set to `true`, the status column will not be shown                                                                                                                                                                                                                                                      |
 | `HIDE_CREATED_AT`             | False    | True                                       | If set to `true`, the creation timestamp will not be displayed in the generated Markdown file.                                                                                                                                                                                                             |
 | `HIDE_PR_STATISTICS`          | False    | True                                       | If set to `true`, PR comment statistics (mean, median, 90th percentile, and individual PR comment counts) will not be displayed in the generated Markdown file.                                                                                                                                            |
@@ -175,7 +179,11 @@ This action can be configured to authenticate with GitHub App Installation or Pe
 | `REPORT_TITLE`                | False    | `"Issue Metrics"`                          | Title to have on the report issue.                                                                                                                                                                                                                                                                         |
 | `SEARCH_QUERY`                | True     | `""`                                       | The query by which you can filter issues/PRs which must contain a `repo:`, `org:`, `owner:`, or a `user:` entry. For discussions, include `type:discussions` in the query.                                                                                                                                 |
 | `GROUP_BY`                    | False    | `""`                                       | Group items in the report by the specified field. Supported values: `author`, `assignee`. When set, items will be grouped into separate sections by the chosen field.                                                                                                                                      |
+<<<<<<< HEAD
 | `SORT_BY`                     | False    | `""`                                       | Sort items in the report by the specified field. Supported values: `time_to_close`, `time_to_first_response`, `time_to_first_review`, `time_to_answer`, `time_in_draft`, `created_at`. When set, items will be sorted by the chosen metric. |
+=======
+| `SORT_BY`                     | False    | `""`                                       | Sort items in the report by the specified field. Supported values: `time_to_close`, `time_to_first_response`, `time_to_first_review`, `time_to_answer`, `time_in_draft`, `created_at`. When set, items will be sorted by the chosen metric.                                                                |
+>>>>>>> 14965b3 (doc: README.md edited for time_to_first_review metric)
 | `SORT_ORDER`                  | False    | `asc`                                      | Sort order for the items. Supported values: `asc` (ascending), `desc` (descending). Only applies when `SORT_BY` is set.                                                                                                                                                                                    |
 
 ## Further Documentation

From be94607e297ddaeb0ebf7f4f4d25ca2772ecdede Mon Sep 17 00:00:00 2001
From: Aayushi <160361557+meoyushi@users.noreply.github.com>
Date: Wed, 25 Mar 2026 10:03:51 +0000
Subject: [PATCH 15/15] doc: mdformat for README.md

---
 README.md | 10 +---------
 1 file changed, 1 insertion(+), 9 deletions(-)

diff --git a/README.md b/README.md
index f980ae72..ff585bc8 100644
--- a/README.md
+++ b/README.md
@@ -158,11 +158,7 @@ This action can be configured to authenticate with GitHub App Installation or Pe
 | `HIDE_TIME_TO_ANSWER`         | False    | False                                      | If set to `true`, the time to answer a discussion will not be displayed in the generated Markdown file.                                                                                                                                                                                                    |
 | `HIDE_TIME_TO_CLOSE`          | False    | False                                      | If set to `true`, the time to close will not be displayed in the generated Markdown file.                                                                                                                                                                                                                  |
 | `HIDE_TIME_TO_FIRST_RESPONSE` | False    | False                                      | If set to `true`, the time to first response will not be displayed in the generated Markdown file.                                                                                                                                                                                                         |
-<<<<<<< HEAD
-| `HIDE_TIME_TO_FIRST_REVIEW`   | False    | False                                      | If set to `true`, the time to first review will not be displayed in the generated Markdown file.                                                                                                                                                                                                         |
-=======
 | `HIDE_TIME_TO_FIRST_REVIEW`   | False    | False                                      | If set to `true`, the time to first review will not be displayed in the generated Markdown file.                                                                                                                                                                                                           |
->>>>>>> 14965b3 (doc: README.md edited for time_to_first_review metric)
 | `HIDE_STATUS`                 | False    | True                                       | If set to `true`, the status column will not be shown                                                                                                                                                                                                                                                      |
 | `HIDE_CREATED_AT`             | False    | True                                       | If set to `true`, the creation timestamp will not be displayed in the generated Markdown file.                                                                                                                                                                                                             |
 | `HIDE_PR_STATISTICS`          | False    | True                                       | If set to `true`, PR comment statistics (mean, median, 90th percentile, and individual PR comment counts) will not be displayed in the generated Markdown file.                                                                                                                                            |
@@ -179,11 +175,7 @@ This action can be configured to authenticate with GitHub App Installation or Pe
 | `REPORT_TITLE`                | False    | `"Issue Metrics"`                          | Title to have on the report issue.                                                                                                                                                                                                                                                                         |
 | `SEARCH_QUERY`                | True     | `""`                                       | The query by which you can filter issues/PRs which must contain a `repo:`, `org:`, `owner:`, or a `user:` entry. For discussions, include `type:discussions` in the query.                                                                                                                                 |
 | `GROUP_BY`                    | False    | `""`                                       | Group items in the report by the specified field. Supported values: `author`, `assignee`. When set, items will be grouped into separate sections by the chosen field.                                                                                                                                      |
-<<<<<<< HEAD
-| `SORT_BY`                     | False    | `""`                                       | Sort items in the report by the specified field. Supported values: `time_to_close`, `time_to_first_response`, `time_to_first_review`, `time_to_answer`, `time_in_draft`, `created_at`. When set, items will be sorted by the chosen metric. |
-=======
 | `SORT_BY`                     | False    | `""`                                       | Sort items in the report by the specified field. Supported values: `time_to_close`, `time_to_first_response`, `time_to_first_review`, `time_to_answer`, `time_in_draft`, `created_at`. When set, items will be sorted by the chosen metric.                                                                |
->>>>>>> 14965b3 (doc: README.md edited for time_to_first_review metric)
 | `SORT_ORDER`                  | False    | `asc`                                      | Sort order for the items. Supported values: `asc` (ascending), `desc` (descending). Only applies when `SORT_BY` is set.                                                                                                                                                                                    |
 
 ## Further Documentation
@@ -218,4 +210,4 @@ We would ❤️ contributions to improve this action. Please see [CONTRIBUTING.m
 
 ## More OSPO Tools
 
-Looking for more resources for your open source program office (OSPO)? Check out the [`github-ospo`](https://github.com/github/github-ospo) repository for a variety of tools designed to support your needs.
\ No newline at end of file
+Looking for more resources for your open source program office (OSPO)? Check out the [`github-ospo`](https://github.com/github/github-ospo) repository for a variety of tools designed to support your needs.