diff --git a/CHANGELOG.md b/CHANGELOG.md
index bf4f8170495..a5c53812c2f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,7 @@ Docs: https://docs.openclaw.ai
 - Telegram/local Bot API: preserve media MIME types for absolute-path downloads so local audio files still trigger transcription and other MIME-based handling. (#54603) Thanks @jzakirov
 - Tasks/gateway: re-check the current task record before maintenance marks runs lost or prunes them, so a task heartbeat or cleanup update that lands during a sweep no longer gets overwritten by stale snapshot state.
 - Tasks/gateway: keep the task registry maintenance sweep from stalling the gateway event loop under synchronous SQLite pressure, so upgraded gateways stop hanging about a minute after startup. (#58670) Thanks @openperf
+- Tasks/status: hide stale completed background tasks from `/status` and `session_status`, prefer live task context, and show recent failures only when no active work remains. (#58661) Thanks @vincentkoc
 - Channels/WhatsApp: pass inbound message timestamp to model context so the AI can see when WhatsApp messages were sent. (#58590) Thanks @Maninae
 - Web UI/OpenResponses: preserve rewritten stream snapshots in webchat and keep OpenResponses final streamed text aligned when models rewind earlier output. (#58641) Thanks @neeravmakwana
 - MiniMax/plugins: auto-enable the bundled MiniMax plugin for API-key auth/config so MiniMax image generation and other plugin-owned capabilities load without manual plugin allowlisting. (#57127) Thanks @tars90percent.
diff --git a/src/agents/openclaw-tools.session-status.test.ts b/src/agents/openclaw-tools.session-status.test.ts
index 8b96463c0da..e5351a7f8e0 100644
--- a/src/agents/openclaw-tools.session-status.test.ts
+++ b/src/agents/openclaw-tools.session-status.test.ts
@@ -1,6 +1,8 @@
 import { beforeEach, describe, expect, it, vi } from "vitest";
 import type { SessionEntry } from "../config/sessions.js";
 import { resolvePreferredSessionKeyForSessionIdMatches } from "../sessions/session-id-resolution.js";
+import type { TaskRecord } from "../tasks/task-registry.types.js";
+import { buildTaskStatusSnapshot } from "../tasks/task-status.js";
 
 const loadSessionStoreMock = vi.fn();
 const updateSessionStoreMock = vi.fn();
@@ -14,15 +16,11 @@ const listTasksForRelatedSessionKeyForOwnerMock = vi.hoisted(() =>
       [] as Array<Record<string, unknown>>,
   ),
 );
-const resolveEnvApiKeyMock = vi.hoisted(
-  () => vi.fn((_provider?: string, _env?: NodeJS.ProcessEnv) => null),
+const resolveEnvApiKeyMock = vi.hoisted(() =>
+  vi.fn((_provider?: string, _env?: NodeJS.ProcessEnv) => null),
 );
-const resolveUsableCustomProviderApiKeyMock = vi.hoisted(
-  () =>
-    vi.fn(
-      (_params?: { provider?: string }) =>
-        null as { apiKey: string; source: string } | null,
-    ),
+const resolveUsableCustomProviderApiKeyMock = vi.hoisted(() =>
+  vi.fn((_params?: { provider?: string }) => null as { apiKey: string; source: string } | null),
 );
 
 const createMockConfig = () => ({
@@ -39,6 +37,7 @@ const createMockConfig = () => ({
 });
 
 let mockConfig: Record<string, unknown> = createMockConfig();
+const TASK_STATUS_SNAPSHOT_NOW = 1_000_000_000_000;
 
 function createScopedSessionStores() {
   return new Map<string, Record<string, unknown>>([
@@ -210,6 +209,13 @@ async function loadFreshOpenClawToolsForSessionStatusTest() {
       relatedSessionKey: string;
       callerOwnerKey: string;
     }) => listTasksForRelatedSessionKeyForOwnerMock(params),
+    buildTaskStatusSnapshotForRelatedSessionKeyForOwner: (params: {
+      relatedSessionKey: string;
+      callerOwnerKey: string;
+    }) =>
+      buildTaskStatusSnapshot(listTasksForRelatedSessionKeyForOwnerMock(params) as TaskRecord[], {
+        now: TASK_STATUS_SNAPSHOT_NOW,
+      }),
   }));
   ({ createSessionStatusTool } = await import("./tools/session-status-tool.js"));
 }
@@ -435,6 +441,126 @@ describe("session_status tool", () => {
     expect(text).toContain("Indexing the latest threads");
   });
 
+  it("hides stale completed task rows from session_status output", async () => {
+    resetSessionStore({
+      "agent:main:main": {
+        sessionId: "sess-main",
+        updatedAt: Date.now(),
+      },
+    });
+    listTasksForRelatedSessionKeyForOwnerMock.mockReturnValue([
+      {
+        taskId: "task-stale",
+        runtime: "cron",
+        requesterSessionKey: "agent:main:main",
+        task: "stale completed task",
+        status: "succeeded",
+        deliveryStatus: "delivered",
+        notifyPolicy: "done_only",
+        createdAt: Date.now() - 15 * 60_000,
+        terminalSummary: "finished long ago",
+      },
+      {
+        taskId: "task-live",
+        runtime: "subagent",
+        requesterSessionKey: "agent:main:main",
+        task: "live task",
+        status: "running",
+        deliveryStatus: "pending",
+        notifyPolicy: "done_only",
+        createdAt: Date.now() - 5_000,
+        progressSummary: "still working",
+      },
+    ]);
+
+    const tool = createSessionStatusTool({ agentSessionKey: "agent:main:main" });
+    const result = await tool.execute("tc-stale", { sessionKey: "agent:main:main" });
+    const firstContent = result.content?.[0];
+    const text = (firstContent as { text: string } | undefined)?.text ?? "";
+
+    expect(text).toContain("📌 Tasks: 1 active");
+    expect(text).toContain("live task");
+    expect(text).not.toContain("stale completed task");
+    expect(text).not.toContain("finished long ago");
+  });
+
+  it("shows recent failure context in session_status output when no task is active", async () => {
+    resetSessionStore({
+      "agent:main:main": {
+        sessionId: "sess-main",
+        updatedAt: Date.now(),
+      },
+    });
+    listTasksForRelatedSessionKeyForOwnerMock.mockReturnValue([
+      {
+        taskId: "task-failed",
+        runtime: "cron",
+        requesterSessionKey: "agent:main:main",
+        task: "failing task",
+        status: "failed",
+        deliveryStatus: "pending",
+        notifyPolicy: "done_only",
+        createdAt: Date.now() - 5_000,
+        error: "permission denied",
+      },
+    ]);
+
+    const tool = createSessionStatusTool({ agentSessionKey: "agent:main:main" });
+    const result = await tool.execute("tc-failed", { sessionKey: "agent:main:main" });
+    const firstContent = result.content?.[0];
+    const text = (firstContent as { text: string } | undefined)?.text ?? "";
+
+    expect(text).toContain("📌 Tasks: 1 recent failure");
+    expect(text).toContain("failing task");
+    expect(text).toContain("permission denied");
+  });
+
+  it("prefers failure context over newer success context in session_status output", async () => {
+    resetSessionStore({
+      "agent:main:main": {
+        sessionId: "sess-main",
+        updatedAt: Date.now(),
+      },
+    });
+    listTasksForRelatedSessionKeyForOwnerMock.mockReturnValue([
+      {
+        taskId: "task-failed",
+        runtime: "cron",
+        requesterSessionKey: "agent:main:main",
+        task: "failing task",
+        status: "failed",
+        deliveryStatus: "pending",
+        notifyPolicy: "done_only",
+        createdAt: Date.now() - 60_000,
+        endedAt: Date.now() - 30_000,
+        error: "permission denied",
+      },
+      {
+        taskId: "task-succeeded",
+        runtime: "subagent",
+        requesterSessionKey: "agent:main:main",
+        task: "successful task",
+        status: "succeeded",
+        deliveryStatus: "delivered",
+        notifyPolicy: "done_only",
+        createdAt: Date.now() - 10_000,
+        endedAt: Date.now(),
+        terminalSummary: "all done",
+      },
+    ]);
+
+    const tool = createSessionStatusTool({ agentSessionKey: "agent:main:main" });
+    const result = await tool.execute("tc-failed-priority", { sessionKey: "agent:main:main" });
+    const firstContent = result.content?.[0];
+    const text = (firstContent as { text: string } | undefined)?.text ?? "";
+
+    expect(text).toContain("📌 Tasks: 1 recent failure");
+    expect(text).toContain("failing task");
+    expect(text).toContain("permission denied");
+    expect(text).not.toContain("successful task");
+    expect(text).not.toContain("all done");
+  });
+
   it("resolves a literal current sessionId in session_status", async () => {
     resetSessionStore({
       main: {
diff --git a/src/agents/tools/session-status-tool.ts b/src/agents/tools/session-status-tool.ts
index 1a6778ca95b..9aa8f900b48 100644
--- a/src/agents/tools/session-status-tool.ts
+++ b/src/agents/tools/session-status-tool.ts
@@ -22,7 +22,7 @@ import {
   resolveAgentIdFromSessionKey,
 } from "../../routing/session-key.js";
 import { applyModelOverrideToSessionEntry } from "../../sessions/model-overrides.js";
-import { listTasksForRelatedSessionKeyForOwner } from "../../tasks/task-owner-access.js";
+import { buildTaskStatusSnapshotForRelatedSessionKeyForOwner } from "../../tasks/task-owner-access.js";
 import { loadModelCatalog } from "../model-catalog.js";
 import {
   buildAllowedModelSet,
@@ -119,32 +119,26 @@ function formatSessionTaskLine(params: {
   relatedSessionKey: string;
   callerOwnerKey: string;
 }): string | undefined {
-  const tasks = listTasksForRelatedSessionKeyForOwner({
+  const snapshot = buildTaskStatusSnapshotForRelatedSessionKeyForOwner({
     relatedSessionKey: params.relatedSessionKey,
     callerOwnerKey: params.callerOwnerKey,
   });
-  if (tasks.length === 0) {
+  const task = snapshot.focus;
+  if (!task) {
     return undefined;
   }
-  const latest = tasks[0];
-  const active = tasks.filter(
-    (task) => task.status === "queued" || task.status === "running",
-  ).length;
-  const failed = tasks.filter(
-    (task) => task.status === "failed" || task.status === "timed_out" || task.status === "lost",
-  ).length;
   const headline =
-    active > 0
-      ? `${active} active`
-      : failed > 0
-        ? `${failed} recent failure${failed === 1 ? "" : "s"}`
-        : `latest ${latest.status.replaceAll("_", " ")}`;
-  const title = latest.label?.trim() || latest.task.trim();
+    snapshot.activeCount > 0
+      ? `${snapshot.activeCount} active`
+      : snapshot.recentFailureCount > 0
+        ? `${snapshot.recentFailureCount} recent failure${snapshot.recentFailureCount === 1 ? "" : "s"}`
+        : `latest ${task.status.replaceAll("_", " ")}`;
+  const title = task.label?.trim() || task.task.trim();
   const detail =
-    latest.status === "running" || latest.status === "queued"
-      ? latest.progressSummary?.trim()
-      : latest.error?.trim() || latest.terminalSummary?.trim();
-  const parts = [headline, latest.runtime, title, detail].filter(Boolean);
+    task.status === "running" || task.status === "queued"
+      ? task.progressSummary?.trim()
+      : task.error?.trim() || task.terminalSummary?.trim();
+  const parts = [headline, task.runtime, title, detail].filter(Boolean);
   return parts.length ? `📌 Tasks: ${parts.join(" · ")}` : undefined;
 }
 
diff --git a/src/auto-reply/reply/commands-status.test.ts b/src/auto-reply/reply/commands-status.test.ts
index 2838bda6509..385d0e6fcb4 100644
--- a/src/auto-reply/reply/commands-status.test.ts
+++ b/src/auto-reply/reply/commands-status.test.ts
@@ -4,7 +4,12 @@ import {
   resetSubagentRegistryForTests,
 } from "../../agents/subagent-registry.js";
 import type { OpenClawConfig } from "../../config/config.js";
-import { createQueuedTaskRun, createRunningTaskRun } from "../../tasks/task-executor.js";
+import {
+  completeTaskRunByRunId,
+  createQueuedTaskRun,
+  createRunningTaskRun,
+  failTaskRunByRunId,
+} from "../../tasks/task-executor.js";
 import { resetTaskRegistryForTests } from "../../tasks/task-registry.js";
 import { buildStatusReply } from "./commands-status.js";
 import { buildCommandTestParams } from "./commands.test-harness.js";
@@ -206,6 +211,92 @@ describe("buildStatusReply subagent summary", () => {
     expect(reply?.text).toMatch(/📌 Tasks: 2 active · 2 total · (subagent|cron) · /);
   });
 
+  it("hides stale completed task rows from the session task line", async () => {
+    createRunningTaskRun({
+      runtime: "subagent",
+      requesterSessionKey: "agent:main:main",
+      childSessionKey: "agent:main:subagent:status-task-live",
+      runId: "run-status-task-live",
+      task: "live background task",
+      progressSummary: "still working",
+    });
+    createQueuedTaskRun({
+      runtime: "cron",
+      requesterSessionKey: "agent:main:main",
+      childSessionKey: "agent:main:subagent:status-task-stale-done",
+      runId: "run-status-task-stale-done",
+      task: "stale completed task",
+    });
+    completeTaskRunByRunId({
+      runId: "run-status-task-stale-done",
+      endedAt: Date.now() - 10 * 60_000,
+      terminalSummary: "done a while ago",
+    });
+
+    const reply = await buildStatusReplyForTest({});
+
+    expect(reply?.text).toContain("📌 Tasks: 1 active · 1 total");
+    expect(reply?.text).toContain("live background task");
+    expect(reply?.text).not.toContain("stale completed task");
+    expect(reply?.text).not.toContain("done a while ago");
+  });
+
+  it("shows a recent failure when no active tasks remain", async () => {
+    createRunningTaskRun({
+      runtime: "acp",
+      requesterSessionKey: "agent:main:main",
+      childSessionKey: "agent:main:acp:status-task-failed",
+      runId: "run-status-task-failed",
+      task: "failed background task",
+    });
+    failTaskRunByRunId({
+      runId: "run-status-task-failed",
+      endedAt: Date.now(),
+      error: "approval denied",
+    });
+
+    const reply = await buildStatusReplyForTest({});
+
+    expect(reply?.text).toContain("📌 Tasks: 1 recent failure");
+    expect(reply?.text).toContain("failed background task");
+    expect(reply?.text).toContain("approval denied");
+  });
+
+  it("prefers failure context over newer success context when showing recent failures", async () => {
+    createRunningTaskRun({
+      runtime: "acp",
+      requesterSessionKey: "agent:main:main",
+      childSessionKey: "agent:main:acp:status-task-failed-priority",
+      runId: "run-status-task-failed-priority",
+      task: "failed background task",
+    });
+    failTaskRunByRunId({
+      runId: "run-status-task-failed-priority",
+      endedAt: Date.now() - 30_000,
+      error: "approval denied",
+    });
+    createRunningTaskRun({
+      runtime: "subagent",
+      requesterSessionKey: "agent:main:main",
+      childSessionKey: "agent:main:subagent:status-task-succeeded-later",
+      runId: "run-status-task-succeeded-later",
+      task: "later successful task",
+    });
+    completeTaskRunByRunId({
+      runId: "run-status-task-succeeded-later",
+      endedAt: Date.now(),
+      terminalSummary: "all done",
+    });
+
+    const reply = await buildStatusReplyForTest({});
+
+    expect(reply?.text).toContain("📌 Tasks: 1 recent failure");
+    expect(reply?.text).toContain("failed background task");
+    expect(reply?.text).toContain("approval denied");
+    expect(reply?.text).not.toContain("later successful task");
+    expect(reply?.text).not.toContain("all done");
+  });
+
   it("falls back to same-agent task counts without details when the current session has none", async () => {
     createRunningTaskRun({
       runtime: "subagent",
diff --git a/src/auto-reply/reply/commands-status.ts b/src/auto-reply/reply/commands-status.ts
index da2b427a722..efbde555acf 100644
--- a/src/auto-reply/reply/commands-status.ts
+++ b/src/auto-reply/reply/commands-status.ts
@@ -23,6 +23,7 @@ import {
 } from "../../infra/provider-usage.js";
 import type { MediaUnderstandingDecision } from "../../media-understanding/types.js";
 import { listTasksForAgentId, listTasksForSessionKey } from "../../tasks/task-registry.js";
+import { buildTaskStatusSnapshot } from "../../tasks/task-status.js";
 import { normalizeGroupActivation } from "../group-activation.js";
 import { resolveSelectedAndActiveModel } from "../model-runtime.js";
 import { buildStatusMessage } from "../status.js";
@@ -56,33 +57,32 @@ function shouldLoadUsageSummary(params: {
 }
 
 function formatSessionTaskLine(sessionKey: string): string | undefined {
-  const tasks = listTasksForSessionKey(sessionKey);
-  if (tasks.length === 0) {
+  const snapshot = buildTaskStatusSnapshot(listTasksForSessionKey(sessionKey));
+  const task = snapshot.focus;
+  if (!task) {
     return undefined;
   }
-  const latest = tasks[0];
-  const active = tasks.filter(
-    (task) => task.status === "queued" || task.status === "running",
-  ).length;
-  const headline = `${active} active · ${tasks.length} total`;
-  const title = latest.label?.trim() || latest.task.trim();
+  const headline =
+    snapshot.activeCount > 0
+      ? `${snapshot.activeCount} active · ${snapshot.totalCount} total`
+      : snapshot.recentFailureCount > 0
+        ? `${snapshot.recentFailureCount} recent failure${snapshot.recentFailureCount === 1 ? "" : "s"}`
+        : "recently finished";
+  const title = task.label?.trim() || task.task.trim();
   const detail =
-    latest.status === "running" || latest.status === "queued"
-      ? latest.progressSummary?.trim()
-      : latest.error?.trim() || latest.terminalSummary?.trim();
-  const parts = [headline, latest.runtime, title, detail].filter(Boolean);
+    task.status === "running" || task.status === "queued"
+      ? task.progressSummary?.trim()
+      : task.error?.trim() || task.terminalSummary?.trim();
+  const parts = [headline, task.runtime, title, detail].filter(Boolean);
   return parts.length ? `📌 Tasks: ${parts.join(" · ")}` : undefined;
 }
 
 function formatAgentTaskCountsLine(agentId: string): string | undefined {
-  const tasks = listTasksForAgentId(agentId);
-  if (tasks.length === 0) {
+  const snapshot = buildTaskStatusSnapshot(listTasksForAgentId(agentId));
+  if (snapshot.totalCount === 0) {
     return undefined;
   }
-  const active = tasks.filter(
-    (task) => task.status === "queued" || task.status === "running",
-  ).length;
-  return `📌 Tasks: ${active} active · ${tasks.length} total · agent-local`;
+  return `📌 Tasks: ${snapshot.activeCount} active · ${snapshot.totalCount} total · agent-local`;
 }
 
 export async function buildStatusReply(params: {
diff --git a/src/tasks/task-owner-access.ts b/src/tasks/task-owner-access.ts
index eaf51126037..7cc956e586e 100644
--- a/src/tasks/task-owner-access.ts
+++ b/src/tasks/task-owner-access.ts
@@ -5,6 +5,7 @@ import {
   resolveTaskForLookupToken,
 } from "./task-registry.js";
 import type { TaskRecord } from "./task-registry.types.js";
+import { buildTaskStatusSnapshot } from "./task-status.js";
 
 function normalizeOwnerKey(ownerKey?: string): string | undefined {
   const trimmed = ownerKey?.trim();
@@ -43,6 +44,18 @@ export function listTasksForRelatedSessionKeyForOwner(params: {
   );
 }
 
+export function buildTaskStatusSnapshotForRelatedSessionKeyForOwner(params: {
+  relatedSessionKey: string;
+  callerOwnerKey: string;
+}) {
+  return buildTaskStatusSnapshot(
+    listTasksForRelatedSessionKeyForOwner({
+      relatedSessionKey: params.relatedSessionKey,
+      callerOwnerKey: params.callerOwnerKey,
+    }),
+  );
+}
+
 export function findLatestTaskForRelatedSessionKeyForOwner(params: {
   relatedSessionKey: string;
   callerOwnerKey: string;
diff --git a/src/tasks/task-status.ts b/src/tasks/task-status.ts
new file mode 100644
index 00000000000..ff94903f54a
--- /dev/null
+++ b/src/tasks/task-status.ts
@@ -0,0 +1,68 @@
+import { reconcileTaskRecordForOperatorInspection } from "./task-registry.maintenance.js";
+import type { TaskRecord } from "./task-registry.types.js";
+
+const ACTIVE_TASK_STATUSES = new Set(["queued", "running"]);
+const FAILURE_TASK_STATUSES = new Set(["failed", "timed_out", "lost"]);
+export const TASK_STATUS_RECENT_WINDOW_MS = 5 * 60_000;
+
+function isActiveTask(task: TaskRecord): boolean {
+  return ACTIVE_TASK_STATUSES.has(task.status);
+}
+
+function isFailureTask(task: TaskRecord): boolean {
+  return FAILURE_TASK_STATUSES.has(task.status);
+}
+
+function resolveTaskReferenceAt(task: TaskRecord): number {
+  if (isActiveTask(task)) {
+    return task.lastEventAt ?? task.startedAt ?? task.createdAt;
+  }
+  return task.endedAt ?? task.lastEventAt ?? task.startedAt ?? task.createdAt;
+}
+
+function isExpiredTask(task: TaskRecord, now: number): boolean {
+  return typeof task.cleanupAfter === "number" && task.cleanupAfter <= now;
+}
+
+function isRecentTerminalTask(task: TaskRecord, now: number): boolean {
+  if (isActiveTask(task)) {
+    return false;
+  }
+  return now - resolveTaskReferenceAt(task) <= TASK_STATUS_RECENT_WINDOW_MS;
+}
+
+export type TaskStatusSnapshot = {
+  latest?: TaskRecord;
+  focus?: TaskRecord;
+  visible: TaskRecord[];
+  active: TaskRecord[];
+  recentTerminal: TaskRecord[];
+  activeCount: number;
+  totalCount: number;
+  recentFailureCount: number;
+};
+
+export function buildTaskStatusSnapshot(
+  tasks: TaskRecord[],
+  opts?: { now?: number },
+): TaskStatusSnapshot {
+  const now = opts?.now ?? Date.now();
+  const reconciled = tasks
+    .map((task) => reconcileTaskRecordForOperatorInspection(task))
+    .filter((task) => !isExpiredTask(task, now));
+  const active = reconciled.filter(isActiveTask);
+  const recentTerminal = reconciled.filter((task) => isRecentTerminalTask(task, now));
+  const visible = active.length > 0 ? [...active, ...recentTerminal] : recentTerminal;
+  const focus =
+    active[0] ?? recentTerminal.find((task) => isFailureTask(task)) ?? recentTerminal[0];
+  return {
+    latest: active[0] ?? recentTerminal[0],
+    focus,
+    visible,
+    active,
+    recentTerminal,
+    activeCount: active.length,
+    totalCount: visible.length,
+    recentFailureCount: recentTerminal.filter(isFailureTask).length,
+  };
+}