diff --git a/src/store.test.ts b/src/store.test.ts
index a3850a3..669911c 100644
--- a/src/store.test.ts
+++ b/src/store.test.ts
@@ -227,12 +227,13 @@ describe('InMemoryEventStore', () => {
       expect(worker?.status).toBe('idle');
     });
 
-    it('should increment beadsCompleted on bead.released with release_success', () => {
+    it('should increment beadsReleased on bead.released with release_success', () => {
       store.add(createEvent({ worker: 'w-test', msg: 'bead.released', reason: 'release_success', bead: 'bd-1' }));
       store.add(createEvent({ worker: 'w-test', msg: 'bead.released', reason: 'release_success', bead: 'bd-2' }));
 
       const worker = store.getWorker('w-test');
-      expect(worker?.beadsCompleted).toBe(2);
+      expect(worker?.beadsReleased).toBe(2);
+      expect(worker?.beadsCompleted).toBe(0); // beadsCompleted only increments on bead.completed
     });
 
     it('should clear activeBead and activeFiles on bead.released with release_success', () => {
diff --git a/src/tui/utils/stuckDetection.test.ts b/src/tui/utils/stuckDetection.test.ts
index 0c54596..8fbe7bf 100644
--- a/src/tui/utils/stuckDetection.test.ts
+++ b/src/tui/utils/stuckDetection.test.ts
@@ -10,6 +10,7 @@ const makeWorker = (overrides: Partial<WorkerInfo> = {}): WorkerInfo => ({
   id: 'w-test',
   status: 'active',
   beadsCompleted: 3,
+  beadsReleased: 0,
   firstSeen: Date.now() - 5 * 60 * 1000,
   lastActivity: Date.now(),
   activeFiles: [],
@@ -203,6 +204,55 @@ describe('Stuck Detection', () => {
     });
   });
 
+  describe('long-running detection', () => {
+    it('detects worker with many beads released but zero successful completions', () => {
+      // Worker that has processed 100 beads (all timed out/deferred)
+      const worker = makeWorker({
+        firstSeen: Date.now() - 40 * 60 * 1000, // 40 minutes ago
+        lastActivity: Date.now(), // Recent activity to avoid no_progress detection
+        beadsCompleted: 0, // No successful completions
+        beadsReleased: 100, // All beads timed out/deferred
+      });
+      const events: LogEvent[] = [];
+      // Create only 5 events to avoid triggering "events but no completions" in no_progress
+      for (let i = 0; i < 5; i++) {
+        events.push(makeEvent({ ts: Date.now() - i * 30000, msg: 'working on task' }));
+      }
+
+      const pattern = isWorkerStuck(worker, events);
+
+      expect(pattern).not.toBeNull();
+      expect(pattern!.type).toBe('long_running');
+      expect(pattern!.reason).toContain('40m'); // Running for 40 minutes
+      expect(pattern!.reason).toContain('100 processed'); // 100 beads released
+      expect(pattern!.reason).toContain('0 successful completions'); // No successful completions
+      expect(pattern!.reason).toContain('timed out/deferred'); // Clarifies why
+      expect(pattern!.evidence).toContain('Beads successfully completed: 0');
+      expect(pattern!.evidence).toContain('Beads released (including timed-out): 100');
+    });
+
+    it('detects worker with only 1 successful completion after long runtime', () => {
+      const worker = makeWorker({
+        firstSeen: Date.now() - 30 * 60 * 1000, // 30 minutes ago
+        beadsCompleted: 1, // Only 1 successful completion
+        beadsReleased: 50, // 50 beads released (49 timed out)
+      });
+      const events: LogEvent[] = [];
+      for (let i = 0; i < 30; i++) {
+        events.push(makeEvent({ ts: Date.now() - i * 40000 }));
+      }
+
+      const pattern = isWorkerStuck(worker, events);
+
+      expect(pattern).not.toBeNull();
+      expect(pattern!.type).toBe('long_running');
+      expect(pattern!.reason).toContain('30m');
+      expect(pattern!.reason).toContain('only 1 successful completion');
+      expect(pattern!.evidence).toContain('Beads successfully completed: 1');
+      expect(pattern!.evidence).toContain('Beads released (including timed-out): 50');
+    });
+  });
+
   describe('legacy detection (non-state-transition)', () => {
     it('still detects repeated tool calls', () => {
       const worker = makeWorker();