diff --git a/src/codemodder/codemods/django_debug_flag_on.py b/src/codemodder/codemods/django_debug_flag_on.py
index 64b6b642..de8766b8 100644
--- a/src/codemodder/codemods/django_debug_flag_on.py
+++ b/src/codemodder/codemods/django_debug_flag_on.py
@@ -19,7 +19,7 @@ class DjangoDebugFlagOn(SemgrepCodemod, Codemod):
         NAME="django-debug-flag-on",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_AFTER_CURSORY_REVIEW,
     )
-    SUMMARY = CHANGE_DESCRIPTION = "Flips django's debug flag to off."
+    SUMMARY = CHANGE_DESCRIPTION = "Flip Django debug flag to off"
     YAML_FILES = [
         "django-debug-flag-on.yaml",
     ]
diff --git a/src/codemodder/codemods/django_session_cookie_secure_off.py b/src/codemodder/codemods/django_session_cookie_secure_off.py
index feafb5bf..acfaa4ee 100644
--- a/src/codemodder/codemods/django_session_cookie_secure_off.py
+++ b/src/codemodder/codemods/django_session_cookie_secure_off.py
@@ -19,7 +19,7 @@ class DjangoSessionCookieSecureOff(SemgrepCodemod, Codemod):
         NAME="django-session-cookie-secure-off",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_AFTER_REVIEW,
     )
-    SUMMARY = "Sets Django's `SESSION_COOKIE_SECURE` flag if off or missing."
+    SUMMARY = "Secure setting for Django `SESSION_COOKIE_SECURE` flag"
     CHANGE_DESCRIPTION = METADATA.DESCRIPTION
     YAML_FILES = [
         "detect-django-settings.yaml",
diff --git a/src/codemodder/codemods/https_connection.py b/src/codemodder/codemods/https_connection.py
index 8f8d3d22..2ba92ee2 100644
--- a/src/codemodder/codemods/https_connection.py
+++ b/src/codemodder/codemods/https_connection.py
@@ -26,7 +26,7 @@ class HTTPSConnection(BaseCodemod, Codemod):
         NAME="https-connection",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_WITHOUT_REVIEW,
     )
-    CHANGE_DESCRIPTION = "Enforced HTTPS connection"
+    CHANGE_DESCRIPTION = "Enforce HTTPS connection"
     SUMMARY = "Changes HTTPConnectionPool to HTTPSConnectionPool to enforce secure connection."
 
     METADATA_DEPENDENCIES = (PositionProvider,)
diff --git a/src/codemodder/codemods/order_imports.py b/src/codemodder/codemods/order_imports.py
index b8853829..c0ddfa94 100644
--- a/src/codemodder/codemods/order_imports.py
+++ b/src/codemodder/codemods/order_imports.py
@@ -19,7 +19,7 @@ class OrderImports(BaseCodemod, Codemod):
         NAME="order-imports",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_WITHOUT_REVIEW,
     )
-    SUMMARY = "Formats and orders imports by categories"
+    SUMMARY = "Order imports by categories"
     CHANGE_DESCRIPTION = "Ordered and formatted import block below this line"
 
     METADATA_DEPENDENCIES = (PositionProvider,)
diff --git a/src/codemodder/codemods/process_creation_sandbox.py b/src/codemodder/codemods/process_creation_sandbox.py
index 4d432675..84d46ffd 100644
--- a/src/codemodder/codemods/process_creation_sandbox.py
+++ b/src/codemodder/codemods/process_creation_sandbox.py
@@ -6,7 +6,7 @@
 class ProcessSandbox(SemgrepCodemod):
     NAME = "sandbox-process-creation"
     REVIEW_GUIDANCE = ReviewGuidance.MERGE_AFTER_CURSORY_REVIEW
-    SUMMARY = "Use safe_command library to sandbox process creation."
+    SUMMARY = "Sandbox process creation"
     DESCRIPTION = (
         "Replaces subprocess.{func} with more secure safe_command library functions."
     )
diff --git a/src/codemodder/codemods/remove_unnecessary_f_str.py b/src/codemodder/codemods/remove_unnecessary_f_str.py
index d437a22b..0c9c8c88 100644
--- a/src/codemodder/codemods/remove_unnecessary_f_str.py
+++ b/src/codemodder/codemods/remove_unnecessary_f_str.py
@@ -11,7 +11,7 @@
 class RemoveUnnecessaryFStr(BaseCodemod, UnnecessaryFormatString):
     NAME = "remove-unnecessary-f-str"
     REVIEW_GUIDANCE = ReviewGuidance.MERGE_WITHOUT_REVIEW
-    SUMMARY = "Remove unnecessary f-strings."
+    SUMMARY = "Remove unnecessary f-strings"
     DESCRIPTION = UnnecessaryFormatString.DESCRIPTION
 
     def __init__(self, codemod_context: CodemodContext, *codemod_args):
diff --git a/src/codemodder/codemods/remove_unused_imports.py b/src/codemodder/codemods/remove_unused_imports.py
index 439030f4..053f3ce9 100644
--- a/src/codemodder/codemods/remove_unused_imports.py
+++ b/src/codemodder/codemods/remove_unused_imports.py
@@ -19,7 +19,7 @@ class RemoveUnusedImports(BaseCodemod, Codemod):
         NAME="unused-imports",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_WITHOUT_REVIEW,
     )
-    SUMMARY = "Remove unused imports from a module."
+    SUMMARY = "Remove unused imports from a module"
     CHANGE_DESCRIPTION = "Unused import."
 
     METADATA_DEPENDENCIES = (PositionProvider, ScopeProvider, QualifiedNameProvider)
diff --git a/src/codemodder/codemods/tempfile_mktemp.py b/src/codemodder/codemods/tempfile_mktemp.py
index cd9b59fa..26d92d5e 100644
--- a/src/codemodder/codemods/tempfile_mktemp.py
+++ b/src/codemodder/codemods/tempfile_mktemp.py
@@ -5,7 +5,7 @@
 class TempfileMktemp(SemgrepCodemod):
     NAME = "secure-tempfile"
     REVIEW_GUIDANCE = ReviewGuidance.MERGE_WITHOUT_REVIEW
-    SUMMARY = "Use `tempfile.mkstemp` instead of `tempfile.mktemp`."
+    SUMMARY = "Use `tempfile.mkstemp` instead of `tempfile.mktemp`"
     DESCRIPTION = "Replaces `tempfile.mktemp` with `tempfile.mkstemp`."
 
     @classmethod
diff --git a/src/codemodder/codemods/upgrade_sslcontext_tls.py b/src/codemodder/codemods/upgrade_sslcontext_tls.py
index 8cd4f51b..a2e42182 100644
--- a/src/codemodder/codemods/upgrade_sslcontext_tls.py
+++ b/src/codemodder/codemods/upgrade_sslcontext_tls.py
@@ -17,7 +17,7 @@ class UpgradeSSLContextTLS(SemgrepCodemod, BaseTransformer):
         NAME="upgrade-sslcontext-tls",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_AFTER_CURSORY_REVIEW,
     )
-    SUMMARY = "Replaces known insecure TLS/SSL protocol versions in SSLContext with secure ones"
+    SUMMARY = "Replace known insecure TLS/SSL protocol versions in SSLContext with secure ones"
     CHANGE_DESCRIPTION = "Upgrade to use a safe version of TLS in SSLContext"
     YAML_FILES = [
         "upgrade_sslcontext_tls.yaml",
diff --git a/src/codemodder/codemods/url_sandbox.py b/src/codemodder/codemods/url_sandbox.py
index 4fee3e11..c7f7c8f1 100644
--- a/src/codemodder/codemods/url_sandbox.py
+++ b/src/codemodder/codemods/url_sandbox.py
@@ -30,7 +30,7 @@ class UrlSandbox(SemgrepCodemod, Codemod):
         NAME="url-sandbox",
         REVIEW_GUIDANCE=ReviewGuidance.MERGE_AFTER_CURSORY_REVIEW,
     )
-    SUMMARY = "Ensures that requests are made safely."
+    SUMMARY = "Ensure that requests are made safely."
     CHANGE_DESCRIPTION = "Switch use of requests for security.safe_requests"
     YAML_FILES = [
         "sandbox_url_creation.yaml",
diff --git a/src/codemodder/codemods/use_walrus_if.py b/src/codemodder/codemods/use_walrus_if.py
index 0a264747..dcd6a49a 100644
--- a/src/codemodder/codemods/use_walrus_if.py
+++ b/src/codemodder/codemods/use_walrus_if.py
@@ -18,7 +18,7 @@ class UseWalrusIf(SemgrepCodemod, NameResolutionMixin):
     )
     NAME = "use-walrus-if"
     SUMMARY = (
-        "Replaces multiple expressions involving `if` operator with 'walrus' operator"
+        "Replace multiple expressions involving `if` operator with 'walrus' operator"
     )
     REVIEW_GUIDANCE = ReviewGuidance.MERGE_AFTER_CURSORY_REVIEW
     DESCRIPTION = (