diff --git a/.github/workflows/pr-check.yml b/.github/workflows/pr-check.yml
index 8a0348f..8a5a24c 100644
--- a/.github/workflows/pr-check.yml
+++ b/.github/workflows/pr-check.yml
@@ -150,13 +150,13 @@ jobs:
 
             if [ "$CONTAINS_MASTER" = "true" ]; then
               echo "PR contains commits from master branch"
-              REVIEW_COMMENT_LINES+=("- PR contains commits from master branch")
+              REVIEW_COMMENT_LINES+=("- PR does not contain commits from the [master branch](https://github.com/flathub/flathub/commits/master/)")
               BLOCKED=1
             fi
 
             if [ "$EXIT_CODE" -ne 0 ]; then
               echo "PR title validation failed"
-              REVIEW_COMMENT_LINES+=("- PR title should be `Add $FLATPAK_ID`")
+              REVIEW_COMMENT_LINES+=("- PR title is `Add $FLATPAK_ID`")
               BLOCKED=1
             fi
 
@@ -167,11 +167,11 @@ jobs:
 
             if [ "$CHECKLIST_PRESENT" -eq 0 ]; then
               echo "No checklist present in PR body"
-              REVIEW_COMMENT_LINES+=("- No checklist present in PR body")
+              REVIEW_COMMENT_LINES+=("- All [checklists](https://github.com/flathub/flathub/blob/master/.github/pull_request_template.md?plain=1) are completed")
               BLOCKED=1
             elif [ "$UNCHECKED" -gt 0 ]; then
               echo "Checklist incomplete in PR body"
-              REVIEW_COMMENT_LINES+=("- Some checklist items are not checked")
+              REVIEW_COMMENT_LINES+=("- All [checklists](https://github.com/flathub/flathub/blob/master/.github/pull_request_template.md?plain=1) are completed")
               BLOCKED=1
             fi
 
@@ -180,7 +180,7 @@ jobs:
 
             if [ -z "$REQUIRED_CHECKED" ]; then
               echo "Required checklist not found in PR body"
-              REVIEW_COMMENT_LINES+=("- Required submission checklist not marked as complete")
+              REVIEW_COMMENT_LINES+=("- All [checklists](https://github.com/flathub/flathub/blob/master/.github/pull_request_template.md?plain=1) are completed")
               BLOCKED=1
             fi