diff --git a/actions/setup/js/add_comment.cjs b/actions/setup/js/add_comment.cjs
index d8ae88b7736..72ed50ff224 100644
--- a/actions/setup/js/add_comment.cjs
+++ b/actions/setup/js/add_comment.cjs
@@ -330,6 +330,7 @@ async function main(config = {}) {
       core.warning(`Skipping add_comment: max count of ${maxCount} reached`);
       return {
         success: false,
+        skipped: true,
         error: `Max count of ${maxCount} reached`,
       };
     }
diff --git a/actions/setup/js/add_comment.test.cjs b/actions/setup/js/add_comment.test.cjs
index 625f8e671e9..25438cef186 100644
--- a/actions/setup/js/add_comment.test.cjs
+++ b/actions/setup/js/add_comment.test.cjs
@@ -2027,6 +2027,7 @@ describe("add_comment", () => {
       expect(result1.success).toBe(true);
       expect(result2.success).toBe(true);
       expect(result3.success).toBe(false);
+      expect(result3.skipped).toBe(true);
       expect(result3.error).toMatch(/max count/i);
     });
   });
diff --git a/actions/setup/js/safe_output_handler_manager.cjs b/actions/setup/js/safe_output_handler_manager.cjs
index 54b0c612220..6ba10b9bfb7 100644
--- a/actions/setup/js/safe_output_handler_manager.cjs
+++ b/actions/setup/js/safe_output_handler_manager.cjs
@@ -481,9 +481,7 @@ async function processMessages(messageHandlers, messages, onItemCreated = null)
       // Skipped results should NOT trigger fail-fast cancellation of subsequent messages.
       if (result && result.success === false && result.skipped === true && !result.deferred) {
         const msg = result.error || "Handler returned success: false with skipped: true";
-        if (CODE_PUSH_TYPES.has(messageType)) {
-          core.info(`⏭ Message ${i + 1} (${messageType}) skipped — ${msg}`);
-        }
+        core.info(`⏭ Message ${i + 1} (${messageType}) skipped — ${msg}`);
         results.push({
           type: messageType,
           messageIndex: i,
@@ -1090,6 +1088,7 @@ async function main() {
     const skippedStandaloneResults = processingResult.results.filter(r => r.skipped && r.reason === "Handled by standalone step");
     const skippedCustomJobResults = processingResult.results.filter(r => r.skipped && r.reason === "Handled by custom safe output job");
     const skippedNoHandlerResults = processingResult.results.filter(r => !r.success && !r.skipped && r.error?.includes("No handler loaded"));
+    const skippedHandlerResults = processingResult.results.filter(r => r.skipped && !r.reason && !r.deferred && !r.cancelled);
 
     core.info(`\n=== Processing Summary ===`);
     core.info(`Total messages: ${processingResult.results.length}`);
@@ -1101,6 +1100,11 @@ async function main() {
     if (deferredCount > 0) {
       core.info(`Deferred: ${deferredCount}`);
     }
+    if (skippedHandlerResults.length > 0) {
+      core.info(`Skipped (no context or limit reached): ${skippedHandlerResults.length}`);
+      const skippedHandlerTypes = [...new Set(skippedHandlerResults.map(r => r.type))];
+      core.info(`  Types: ${skippedHandlerTypes.join(", ")}`);
+    }
     if (skippedStandaloneResults.length > 0) {
       core.info(`Skipped (standalone step): ${skippedStandaloneResults.length}`);
       const standaloneTypes = [...new Set(skippedStandaloneResults.map(r => r.type))];