diff --git a/CHANGELOG.md b/CHANGELOG.md
index 39a630fd502..fe9af6ea21b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -69,6 +69,7 @@ Docs: https://docs.openclaw.ai
 
 ### Fixes
 
+- CLI/agent: keep `openclaw agent --json` stdout reserved for the JSON response by routing gateway, plugin, and embedded-fallback diagnostics to stderr before execution starts. Fixes #71319.
 - Agents/Gemini: retry reasoning-only, empty, and planning-only Gemini turns instead of letting sessions silently stall. Fixes #71074. (#71362) Thanks @neeravmakwana.
 - Providers/DeepSeek: add missing `reasoning_content` placeholders for replayed assistant tool-call turns when DeepSeek V4 thinking is enabled, so switching an existing session to `deepseek-v4-flash` or `deepseek-v4-pro` no longer trips the provider's 400 replay check. Fixes #71372. Thanks @yangyang1719.
 - Exec approvals: allow bare command-name allowlist patterns to match PATH-resolved executable basenames without trusting `./tool` or absolute path-selected binaries. Fixes #71315. Thanks @chen-zhang-cs-code and @dengluozhang.
diff --git a/docs/cli/agent.md b/docs/cli/agent.md
index 98a65f7b071..ef1c165eb5e 100644
--- a/docs/cli/agent.md
+++ b/docs/cli/agent.md
@@ -53,6 +53,7 @@ openclaw agent --agent ops --message "Run locally" --local
 - Gateway mode falls back to the embedded agent when the Gateway request fails. Use `--local` to force embedded execution up front.
 - `--local` still preloads the plugin registry first, so plugin-provided providers, tools, and channels stay available during embedded runs.
 - `--channel`, `--reply-channel`, and `--reply-account` affect reply delivery, not session routing.
+- `--json` keeps stdout reserved for the JSON response. Gateway, plugin, and embedded-fallback diagnostics are routed to stderr so scripts can parse stdout directly.
 - When this command triggers `models.json` regeneration, SecretRef-managed provider credentials are persisted as non-secret markers (for example env var names, `secretref-env:ENV_VAR_NAME`, or `secretref-managed`), not resolved secret plaintext.
 - Marker writes are source-authoritative: OpenClaw persists markers from the active source config snapshot, not from resolved runtime secret values.
 
diff --git a/src/commands/agent-via-gateway.test.ts b/src/commands/agent-via-gateway.test.ts
index 6d6b10ffcee..254e44b0bc7 100644
--- a/src/commands/agent-via-gateway.test.ts
+++ b/src/commands/agent-via-gateway.test.ts
@@ -1,8 +1,9 @@
 import fs from "node:fs";
 import os from "node:os";
 import path from "node:path";
-import { beforeEach, describe, expect, it, vi } from "vitest";
+import { afterEach, beforeEach, describe, expect, it, vi } from "vitest";
 import type { OpenClawConfig } from "../config/config.js";
+import { loggingState } from "../logging/state.js";
 import type { RuntimeEnv } from "../runtime.js";
 import { agentCliCommand } from "./agent-via-gateway.js";
 import type { agentCommand as AgentCommand } from "./agent.js";
@@ -17,6 +18,14 @@ const runtime: RuntimeEnv = {
   exit: vi.fn(),
 };
 
+const jsonRuntime = {
+  log: vi.fn(),
+  error: vi.fn(),
+  writeStdout: vi.fn(),
+  writeJson: vi.fn(),
+  exit: vi.fn(),
+};
+
 function mockConfig(storePath: string, overrides?: Partial<OpenClawConfig>) {
   loadConfig.mockReturnValue({
     agents: {
@@ -76,8 +85,16 @@ vi.mock("../gateway/call.js", () => ({
 }));
 vi.mock("./agent.js", () => ({ agentCommand }));
 
+let originalForceConsoleToStderr = false;
+
 beforeEach(() => {
   vi.clearAllMocks();
+  originalForceConsoleToStderr = loggingState.forceConsoleToStderr;
+  loggingState.forceConsoleToStderr = false;
+});
+
+afterEach(() => {
+  loggingState.forceConsoleToStderr = originalForceConsoleToStderr;
 });
 
 describe("agentCliCommand", () => {
@@ -105,6 +122,28 @@ describe("agentCliCommand", () => {
     });
   });
 
+  it("routes diagnostics to stderr before JSON gateway execution", async () => {
+    await withTempStore(async () => {
+      const response = {
+        runId: "idem-1",
+        status: "ok",
+        result: {
+          payloads: [{ text: "hello" }],
+          meta: { stub: true },
+        },
+      };
+      callGateway.mockImplementationOnce(async () => {
+        expect(loggingState.forceConsoleToStderr).toBe(true);
+        return response;
+      });
+
+      await agentCliCommand({ message: "hi", to: "+1555", json: true }, jsonRuntime);
+
+      expect(jsonRuntime.writeJson).toHaveBeenCalledWith(response, 2);
+      expect(jsonRuntime.log).not.toHaveBeenCalled();
+    });
+  });
+
   it("falls back to embedded agent when gateway fails", async () => {
     await withTempStore(async () => {
       callGateway.mockRejectedValue(new Error("gateway not connected"));
@@ -118,6 +157,25 @@ describe("agentCliCommand", () => {
     });
   });
 
+  it("keeps diagnostics on stderr before JSON embedded fallback", async () => {
+    await withTempStore(async () => {
+      callGateway.mockRejectedValue(new Error("gateway not connected"));
+      agentCommand.mockImplementationOnce(async (_opts, rt) => {
+        expect(loggingState.forceConsoleToStderr).toBe(true);
+        rt?.log?.("local");
+        return {
+          payloads: [{ text: "local" }],
+          meta: { durationMs: 1, agentMeta: { sessionId: "s", provider: "p", model: "m" } },
+        } as unknown as Awaited<ReturnType<typeof AgentCommand>>;
+      });
+
+      await agentCliCommand({ message: "hi", to: "+1555", json: true }, jsonRuntime);
+
+      expect(agentCommand).toHaveBeenCalledTimes(1);
+      expect(loggingState.forceConsoleToStderr).toBe(true);
+    });
+  });
+
   it("skips gateway when --local is set", async () => {
     await withTempStore(async () => {
       mockLocalAgentReply();
diff --git a/src/commands/agent-via-gateway.ts b/src/commands/agent-via-gateway.ts
index 156078abccb..e3b7de264aa 100644
--- a/src/commands/agent-via-gateway.ts
+++ b/src/commands/agent-via-gateway.ts
@@ -7,6 +7,7 @@ import { loadConfig } from "../config/config.js";
 import type { OpenClawConfig } from "../config/types.openclaw.js";
 import { callGateway, randomIdempotencyKey } from "../gateway/call.js";
 import { GATEWAY_CLIENT_MODES, GATEWAY_CLIENT_NAMES } from "../gateway/protocol/client-info.js";
+import { routeLogsToStderr } from "../logging/console.js";
 import { normalizeAgentId } from "../routing/session-key.js";
 import { type RuntimeEnv, writeRuntimeJson } from "../runtime.js";
 import { normalizeOptionalString } from "../shared/string-coerce.js";
@@ -53,6 +54,12 @@ export type AgentCliOpts = {
   local?: boolean;
 };
 
+function protectJsonStdout(opts: Pick<AgentCliOpts, "json">): void {
+  if (opts.json === true) {
+    routeLogsToStderr();
+  }
+}
+
 function parseTimeoutSeconds(opts: { cfg: OpenClawConfig; timeout?: string }) {
   const raw =
     opts.timeout !== undefined
@@ -85,6 +92,7 @@ function formatPayloadForLog(payload: {
 }
 
 export async function agentViaGatewayCommand(opts: AgentCliOpts, runtime: RuntimeEnv) {
+  protectJsonStdout(opts);
   const body = (opts.message ?? "").trim();
   if (!body) {
     throw new Error("Message (--message) is required");
@@ -178,6 +186,7 @@ export async function agentViaGatewayCommand(opts: AgentCliOpts, runtime: Runtim
 }
 
 export async function agentCliCommand(opts: AgentCliOpts, runtime: RuntimeEnv, deps?: CliDeps) {
+  protectJsonStdout(opts);
   const localOpts = {
     ...opts,
     agentId: opts.agent,