diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 97b7a22..63a06c5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   test:
-    name: Test
+    name: Jest Tests
     runs-on: ubuntu-latest
     timeout-minutes: 10
     
diff --git a/cliff.toml b/cliff.toml
index 05f7d69..f1f8662 100644
--- a/cliff.toml
+++ b/cliff.toml
@@ -141,7 +141,8 @@ commit_preprocessors = [
   # Handle PR references in commit messages (e.g., "fix: issue (#123)" or "fix: issue #123")
   # This works with squash merges where PR references are included in the commit message
   { pattern = '\\(#(\\d+)\\)', replace = "([#${1}](https://github.com/JSONbored/safemocker/pull/${1}))" },
-  { pattern = ' #(\\d+)(?![0-9])', replace = " [#${1}](https://github.com/JSONbored/safemocker/pull/${1})" },
+  # Handle standalone PR references (space before #, followed by digits, then non-digit or end)
+  { pattern = ' #(\\d+)([^0-9]|$)', replace = " [#${1}](https://github.com/JSONbored/safemocker/pull/${1})${2}" },
   # Handle co-authored commits (Co-authored-by: user@example.com)
   # Extract co-author information for better attribution
   { pattern = 'Co-authored-by: (.+)', replace = "Co-authored-by: $1" },
@@ -150,7 +151,7 @@ commit_preprocessors = [
   # Remove trailing periods from commit messages for consistency
   { pattern = '\\.$', replace = "" },
   # Clean up common merge commit prefixes
-  { pattern = '^Merge branch \'[^\']+\' into ', replace = "" },
+  { pattern = "^Merge branch '[^']+' into ", replace = "" },
   { pattern = '^Merge .+ into ', replace = "" },
 ]