diff --git a/CHANGELOG.md b/CHANGELOG.md
index f0db7729ed2..fb6fb05a77d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -144,6 +144,7 @@ Docs: https://docs.openclaw.ai
 
 ### Fixes
 
+- fix(active-memory): require admin scope for global toggles [AI]. (#78863) Thanks @pgondhi987.
 - Honor owner enforcement for native commands [AI]. (#78864) Thanks @pgondhi987.
 - Tavily: resolve dedicated `tavily_search` and `tavily_extract` tool credentials from the active runtime config snapshot, so `exec` SecretRef-backed API keys do not reach the tools unresolved. (#78610) Thanks @VACInc.
 - Gateway/sessions: clear cached skills snapshots during `/new` and `sessions.reset` so long-lived channel sessions rebuild the visible skill list after skills change. (#78873) Thanks @Evizero.
diff --git a/extensions/active-memory/index.test.ts b/extensions/active-memory/index.test.ts
index 1736b403ff9..64fb3cd1e9c 100644
--- a/extensions/active-memory/index.test.ts
+++ b/extensions/active-memory/index.test.ts
@@ -440,6 +440,108 @@ describe("active-memory plugin", () => {
     expect(runEmbeddedPiAgent).toHaveBeenCalledTimes(1);
   });
 
+  it("blocks gateway callers without admin scope from changing global active-memory config", async () => {
+    const command = registeredCommands["active-memory"];
+
+    for (const { args, gatewayClientScopes } of [
+      { args: "off --global", gatewayClientScopes: ["operator.write"] },
+      { args: "on --global", gatewayClientScopes: ["operator.write"] },
+      { args: "disable --global", gatewayClientScopes: ["operator.write"] },
+      { args: "enable --global", gatewayClientScopes: ["operator.write"] },
+      { args: "disabled --global", gatewayClientScopes: ["operator.write"] },
+      { args: "enabled --global", gatewayClientScopes: ["operator.write"] },
+      { args: "off --global", gatewayClientScopes: [] },
+    ]) {
+      const result = await command.handler({
+        channel: "gateway",
+        isAuthorizedSender: true,
+        gatewayClientScopes,
+        args,
+        commandBody: `/active-memory ${args}`,
+        config: {},
+        requestConversationBinding: async () => ({ status: "error", message: "unsupported" }),
+        detachConversationBinding: async () => ({ removed: false }),
+        getCurrentConversationBinding: async () => null,
+      });
+
+      expect(result.text).toContain("global enable/disable changes require operator.admin");
+    }
+
+    expect(api.runtime.config.replaceConfigFile).not.toHaveBeenCalled();
+  });
+
+  it("allows admin-scoped gateway callers to change global active-memory config", async () => {
+    const command = registeredCommands["active-memory"];
+
+    const result = await command.handler({
+      channel: "gateway",
+      isAuthorizedSender: true,
+      gatewayClientScopes: ["operator.admin"],
+      args: "off --global",
+      commandBody: "/active-memory off --global",
+      config: {},
+      requestConversationBinding: async () => ({ status: "error", message: "unsupported" }),
+      detachConversationBinding: async () => ({ removed: false }),
+      getCurrentConversationBinding: async () => null,
+    });
+
+    expect(result.text).toBe("Active Memory: off globally.");
+    expect(api.runtime.config.replaceConfigFile).toHaveBeenCalledTimes(1);
+    expect(configFile).toMatchObject({
+      plugins: {
+        entries: {
+          "active-memory": {
+            enabled: true,
+            config: {
+              enabled: false,
+              agents: ["main"],
+            },
+          },
+        },
+      },
+    });
+  });
+
+  it("keeps write-scoped gateway callers on non-global-write active-memory paths", async () => {
+    const command = registeredCommands["active-memory"];
+    const sessionKey = "agent:main:write-scoped-active-memory";
+    hoisted.sessionStore[sessionKey] = {
+      sessionId: "s-write-scoped-active-memory",
+      updatedAt: 0,
+    };
+
+    const globalStatusResult = await command.handler({
+      channel: "gateway",
+      isAuthorizedSender: true,
+      gatewayClientScopes: ["operator.write"],
+      args: "status --global",
+      commandBody: "/active-memory status --global",
+      config: {},
+      requestConversationBinding: async () => ({ status: "error", message: "unsupported" }),
+      detachConversationBinding: async () => ({ removed: false }),
+      getCurrentConversationBinding: async () => null,
+    });
+
+    expect(globalStatusResult.text).toBe("Active Memory: on globally.");
+    expect(api.runtime.config.replaceConfigFile).not.toHaveBeenCalled();
+
+    const sessionOffResult = await command.handler({
+      channel: "gateway",
+      isAuthorizedSender: true,
+      gatewayClientScopes: ["operator.write"],
+      sessionKey,
+      args: "off",
+      commandBody: "/active-memory off",
+      config: {},
+      requestConversationBinding: async () => ({ status: "error", message: "unsupported" }),
+      detachConversationBinding: async () => ({ removed: false }),
+      getCurrentConversationBinding: async () => null,
+    });
+
+    expect(sessionOffResult.text).toBe("Active Memory: off for this session.");
+    expect(api.runtime.config.replaceConfigFile).not.toHaveBeenCalled();
+  });
+
   it("uses live runtime config for before_prompt_build enablement", async () => {
     configFile = {
       plugins: {
diff --git a/extensions/active-memory/index.ts b/extensions/active-memory/index.ts
index 53292a29114..eb1158f9aaf 100644
--- a/extensions/active-memory/index.ts
+++ b/extensions/active-memory/index.ts
@@ -782,6 +782,13 @@ function updateActiveMemoryGlobalEnabledInConfig(
   };
 }
 
+function requiresAdminToMutateActiveMemoryGlobal(gatewayClientScopes?: readonly string[]): boolean {
+  return Array.isArray(gatewayClientScopes) && !gatewayClientScopes.includes("operator.admin");
+}
+
+const ACTIVE_MEMORY_GLOBAL_MUTATION_ADMIN_REQUIRED_TEXT =
+  "⚠️ /active-memory global enable/disable changes require operator.admin for gateway clients.";
+
 function normalizePluginConfig(pluginConfig: unknown): ResolvedActiveRecallPluginConfig {
   const raw = (
     pluginConfig && typeof pluginConfig === "object" ? pluginConfig : {}
@@ -2819,6 +2826,11 @@ export default definePluginEntry({
               text: `Active Memory: ${isActiveMemoryGloballyEnabled(currentConfig) ? "on" : "off"} globally.`,
             };
           }
+          if (requiresAdminToMutateActiveMemoryGlobal(ctx.gatewayClientScopes)) {
+            return {
+              text: ACTIVE_MEMORY_GLOBAL_MUTATION_ADMIN_REQUIRED_TEXT,
+            };
+          }
           if (action === "on" || action === "enable" || action === "enabled") {
             const nextConfig = updateActiveMemoryGlobalEnabledInConfig(currentConfig, true);
             await api.runtime.config.replaceConfigFile({