diff --git a/.changeset/fix-background-subagent-ghost-tasks.md b/.changeset/fix-background-subagent-ghost-tasks.md
new file mode 100644
index 0000000000..818b8a9bd5
--- /dev/null
+++ b/.changeset/fix-background-subagent-ghost-tasks.md
@@ -0,0 +1,5 @@
+---
+"@moonshot-ai/kimi-code": patch
+---
+
+Fix background subagents rejected by the running-task limit lingering as permanent "running" entries in the task panel.
diff --git a/packages/agent-core-v2/src/agent/tools/agent/agentTool.ts b/packages/agent-core-v2/src/agent/tools/agent/agentTool.ts
index 330549a1f5..6ca178ed7f 100644
--- a/packages/agent-core-v2/src/agent/tools/agent/agentTool.ts
+++ b/packages/agent-core-v2/src/agent/tools/agent/agentTool.ts
@@ -75,6 +75,7 @@ import {
 } from '#/app/agentProfileCatalog/profile-shared';
 import { ILogService } from '#/_base/log/log';
 import { IConfigService } from '#/app/config/config';
+import { IEventBus } from '#/app/event/eventBus';
 import { IFlagService } from '#/app/flag/flag';
 import { IModelCatalog } from '#/kosong/model/catalog';
 import { IAgentLifecycleService } from '#/session/agentLifecycle/agentLifecycle';
@@ -83,7 +84,11 @@ import { ISessionProcessRunner } from '#/session/process/processRunner';
 import { ISessionMetadata } from '#/session/sessionMetadata/sessionMetadata';
 import { ISessionWorkspaceContext } from '#/session/workspaceContext/workspaceContext';
 
-import { emitAgentRunSpawned, mirrorAgentRun } from '#/session/subagent/mirrorAgentRun';
+import {
+  emitAgentRunFailed,
+  emitAgentRunSpawned,
+  mirrorAgentRun,
+} from '#/session/subagent/mirrorAgentRun';
 import { ISessionSubagentService } from '#/session/subagent/subagent';
 import {
   buildSubagentModelDescriptions,
@@ -474,14 +479,13 @@ export class SubagentTool implements ISubagentTool {
           subagentType: handle.profileName,
           error,
         });
-        const message = error instanceof Error ? error.message : String(error);
-        return {
-          output:
-            isError2(error) && error.code === ErrorCodes.TASK_LIMIT_EXCEEDED
-              ? 'Too many background tasks are already running.'
-              : message,
-          isError: true,
-        };
+        const message = registrationFailureMessage(error);
+        emitAgentRunFailed(
+          this.lifecycle.get(this.callerAgentId)?.accessor.get(IEventBus),
+          handle.agentId,
+          message,
+        );
+        return { output: message, isError: true };
       }
 
       if (runInBackground) {
@@ -635,6 +639,13 @@ function launchErrorMessage(error: unknown, signal: AbortSignal): string {
   return error instanceof Error ? error.message : String(error);
 }
 
+function registrationFailureMessage(error: unknown): string {
+  if (isError2(error) && error.code === ErrorCodes.TASK_LIMIT_EXCEEDED) {
+    return 'Too many background tasks are already running.';
+  }
+  return error instanceof Error ? error.message : String(error);
+}
+
 function formatSubagentStoppedMessage(reason: string | undefined): string {
   const normalized = reason?.trim();
   if (normalized === userCancellationReason().message) return USER_INTERRUPTED_SUBAGENT_MESSAGE;
diff --git a/packages/agent-core-v2/src/session/subagent/mirrorAgentRun.ts b/packages/agent-core-v2/src/session/subagent/mirrorAgentRun.ts
index 095a1cb705..19a10b955b 100644
--- a/packages/agent-core-v2/src/session/subagent/mirrorAgentRun.ts
+++ b/packages/agent-core-v2/src/session/subagent/mirrorAgentRun.ts
@@ -129,6 +129,18 @@ export function emitAgentRunSpawned(
   });
 }
 
+export function emitAgentRunFailed(
+  eventBus: IEventBus | undefined,
+  targetAgentId: string,
+  error: string,
+): void {
+  eventBus?.publish({
+    type: 'subagent.failed',
+    subagentId: targetAgentId,
+    error,
+  });
+}
+
 export async function mirrorAgentRun(
   requester: IAgentScopeHandle,
   run: AgentRunHandle,
@@ -174,11 +186,7 @@ export async function mirrorAgentRun(
     return result;
   } catch (error) {
     if (!isAbortError(error) && !shouldSuppressFailure(options, error)) {
-      eventBus?.publish({
-        type: 'subagent.failed',
-        subagentId: run.agentId,
-        error: errorMessage(error),
-      });
+      emitAgentRunFailed(eventBus, run.agentId, errorMessage(error));
     }
     throw error;
   }
diff --git a/packages/agent-core-v2/test/tool/tool.test.ts b/packages/agent-core-v2/test/tool/tool.test.ts
index 14709c15a2..46618e9987 100644
--- a/packages/agent-core-v2/test/tool/tool.test.ts
+++ b/packages/agent-core-v2/test/tool/tool.test.ts
@@ -1748,6 +1748,20 @@ describe('Agent tool execution contract', () => {
       output: 'Too many background tasks are already running.',
     });
     expect(lifecycle.create).toHaveBeenCalledTimes(2);
+
+    const events = lifecycle.publishedEvents;
+    const spawnedIndex = events.findIndex(
+      (event) => event.type === 'subagent.spawned' && event.subagentId === 'agent-second',
+    );
+    const failedEvents = events.filter(
+      (event) => event.type === 'subagent.failed' && event.subagentId === 'agent-second',
+    );
+    expect(spawnedIndex).toBeGreaterThanOrEqual(0);
+    expect(failedEvents).toHaveLength(1);
+    expect(events.indexOf(failedEvents[0]!)).toBeGreaterThan(spawnedIndex);
+    expect(failedEvents[0]).toMatchObject({
+      error: 'Too many background tasks are already running.',
+    });
     completions[0]?.resolve({ summary: 'finished later' });
   });