diff --git a/.github/workflows/issue-label.yaml b/.github/workflows/issue-label.yaml
index 94f0d82ead..a2a343a022 100644
--- a/.github/workflows/issue-label.yaml
+++ b/.github/workflows/issue-label.yaml
@@ -2,7 +2,7 @@ name: Issue Labeler
 
 on:
   issues:
-    types: [opened]
+    types: [opened, edited]
 
 permissions:
   issues: write
@@ -22,22 +22,48 @@ jobs:
               return;
             }
 
+            const isEdit = context.payload.action === 'edited';
+            const titleWasEdited = Boolean(context.payload.changes?.title);
+
+            if (isEdit && !titleWasEdited) {
+              return;
+            }
+
             const title = issue.title ?? '';
             const body = issue.body ?? '';
 
             // Freeform bug reports: "issue: ...", "bug: ...", "fix: ...", "[Bug] ...", "issue/UX: ..."
-            const bugLikeTitle = /^\s*\[?(bug|issue|fix)\]?\s*[:/\-]/i.test(title);
+            const bugLikeTitle = /^\s*(\[\s*(bug|issue|fix)\b[^\]]*\]|(bug|issue|fix)\s*[:/\-])/i.test(title);
 
             // API/CLI-created issues that reproduce the bug report form structure.
             // Only headings distinctive to the bug form (both are required fields there) —
             // generic headings like "Expected Behavior" also appear in freeform feature requests.
             const bugFormBody = /###\s*(Installation Method|Open WebUI Version)/i.test(body);
 
-            if (bugLikeTitle || bugFormBody) {
-              await github.rest.issues.addLabels({
+            if (!bugLikeTitle && !bugFormBody) {
+              return;
+            }
+
+            if (isEdit) {
+              const events = await github.paginate(github.rest.issues.listEvents, {
                 owner: context.repo.owner,
                 repo: context.repo.repo,
                 issue_number: issue.number,
-                labels: ['bug']
+                per_page: 100
               });
+
+              const bugLabelWasRemoved = events.some(
+                (event) => event.event === 'unlabeled' && event.label?.name === 'bug'
+              );
+
+              if (bugLabelWasRemoved) {
+                return;
+              }
             }
+
+            await github.rest.issues.addLabels({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: issue.number,
+              labels: ['bug']
+            });