diff --git a/apps/ai-game-creator-shell/src-tauri/src/agent/codex_app_server.rs b/apps/ai-game-creator-shell/src-tauri/src/agent/codex_app_server.rs
index 2cbc4bc36..5a1d30e9f 100644
--- a/apps/ai-game-creator-shell/src-tauri/src/agent/codex_app_server.rs
+++ b/apps/ai-game-creator-shell/src-tauri/src/agent/codex_app_server.rs
@@ -11,6 +11,8 @@ use tokio::sync::{mpsc, oneshot, Mutex};
 
 const GAME_CREATOR_CODEX_APP_SERVER_PROVIDER_ID: &str = "genarrative_agc";
 const GAME_CREATOR_CODEX_APP_SERVER_API_KEY_ENV: &str = "GENARRATIVE_AGC_CODEX_API_KEY";
+const GAME_CREATOR_CODEX_APP_SERVER_REMOTE_CONTROL_DISABLED_ENV: &str =
+    "CODEX_INTERNAL_APP_SERVER_REMOTE_CONTROL_DISABLED";
 const GAME_CREATOR_CODEX_AUTH_BRIDGE_API_BASE_URL: &str = "https://api.openai.com/v1";
 const GAME_CREATOR_CODEX_APP_SERVER_PROTOCOL: &str = "genarrative-codex-app-server.v3";
 const GAME_CREATOR_CODEX_APP_SERVER_LINE_MAX_BYTES: usize = 4 * 1024 * 1024;
@@ -69,6 +71,19 @@ impl CodexAppServerCredential {
         matches!(self, Self::AppDataKey { .. })
     }
 
+    fn remote_control_disable_reason(
+        &self,
+        bridge_through_provider_proxy: bool,
+    ) -> Option<&'static str> {
+        if bridge_through_provider_proxy {
+            Some("provider-proxy-auth")
+        } else if self.uses_app_data_key() {
+            Some("api-key-auth")
+        } else {
+            None
+        }
+    }
+
     fn direct_provider_route<'a>(
         &'a self,
         llm: &'a GameCreatorLlmConfig,
@@ -1444,6 +1459,8 @@ impl CodexAppServerConnection {
             .then(|| credential.direct_provider_route(llm))
             .flatten()
             .map(|(base_url, api_key)| (base_url.to_string(), api_key.to_string()));
+        let remote_control_disable_reason =
+            credential.remote_control_disable_reason(direct_provider_route.is_some());
         let isolated_codex_home = prepare_isolated_game_creator_codex_home(
             working_dir.path(),
             credential,
@@ -1549,6 +1566,16 @@ impl CodexAppServerConnection {
             .stderr(Stdio::piped())
             .kill_on_drop(true);
         game_creator_codex_cli_minimal_environment(&mut command);
+        if remote_control_disable_reason.is_some() {
+            // API-key and provider-proxy sessions have no ChatGPT auth.json.
+            // Disable remote-control before its websocket task can enter the
+            // authentication retry loop.
+            command.env(
+                GAME_CREATOR_CODEX_APP_SERVER_REMOTE_CONTROL_DISABLED_ENV,
+                "1",
+            );
+            command.env("RUST_LOG", "warn");
+        }
         if let Some(tool_bridge) = tool_bridge.as_ref() {
             command.env(DIRECT_TOOL_BRIDGE_URL_ENV, tool_bridge.url());
         }
@@ -1634,6 +1661,9 @@ impl CodexAppServerConnection {
             .notify("initialized", serde_json::json!({}))
             .await
             .map_err(platform_llm::LlmError::Transport)?;
+        if let Some(reason) = remote_control_disable_reason {
+            eprintln!("agent.codex_app_server.remote_control disabled reason={reason}");
+        }
         if let Some(skill_root) = connection.inner._skill_root.as_ref() {
             connection
                 .request(
@@ -3213,8 +3243,8 @@ mod tests {
         std::fs::create_dir_all(&project_root).expect("project root");
         std::fs::create_dir(&assets).expect("assets directory");
         std::fs::create_dir(&agent).expect("agent directory");
-        let workspace = resolve_direct_codex_game_workspace(&project_root)
-            .expect("resolve project workspace");
+        let workspace =
+            resolve_direct_codex_game_workspace(&project_root).expect("resolve project workspace");
         assert_eq!(
             workspace,
             project_root.canonicalize().expect("canonical project root")
@@ -3695,6 +3725,7 @@ case "$GENARRATIVE_AGC_CODEX_API_KEY" in
   agc-provider-session-*) ;;
   *) exit 81 ;;
 esac
+[ "$CODEX_INTERNAL_APP_SERVER_REMOTE_CONTROL_DISABLED" = "1" ] || exit 90
 [ "$GENARRATIVE_AGC_CODEX_API_KEY" != "fixture-secret" ] || exit 82
 case " $* " in *"fixture-secret"*) exit 83 ;; esac
 case " $* " in *'--disable hooks'*) ;; *) exit 84 ;; esac
@@ -4016,6 +4047,32 @@ while IFS= read -r line; do :; done
         );
     }
 
+    #[test]
+    fn remote_control_disable_policy_matches_the_credential_boundary() {
+        let api_key = CodexAppServerCredential::AppDataKey {
+            fingerprint: "api-key".to_string(),
+        };
+        assert_eq!(
+            api_key.remote_control_disable_reason(false),
+            Some("api-key-auth")
+        );
+        assert_eq!(
+            api_key.remote_control_disable_reason(true),
+            Some("provider-proxy-auth")
+        );
+
+        let auth_bridge = CodexAppServerCredential::AuthBridge {
+            fingerprint: "auth-bridge".to_string(),
+            auth_json: br#"{"tokens":{"access_token":"fixture"}}"#.to_vec(),
+            api_key: None,
+        };
+        assert_eq!(auth_bridge.remote_control_disable_reason(false), None);
+        assert_eq!(
+            auth_bridge.remote_control_disable_reason(true),
+            Some("provider-proxy-auth")
+        );
+    }
+
     #[test]
     fn codex_app_server_auth_bridge_snapshot_drives_pool_and_isolated_home() {
         let temp = tempfile::tempdir().expect("temp dir");
diff --git a/docs/technical/【技术方案】AI游戏创作智能体App实施计划-2026-06-24.md b/docs/technical/【技术方案】AI游戏创作智能体App实施计划-2026-06-24.md
index 3f814a390..750f83e6a 100644
--- a/docs/technical/【技术方案】AI游戏创作智能体App实施计划-2026-06-24.md
+++ b/docs/technical/【技术方案】AI游戏创作智能体App实施计划-2026-06-24.md
@@ -210,6 +210,7 @@ Supervisor 认领该回执后，由父 run 自己为每个原 delivery 逐一创
 - 进程与节点：External Runner 按“有效 Agent LLM 凭据/Responses 路由 + `projectId/agentId/sessionId/runId`”隔离长期 `codex app-server --stdio`，即每个权威节点 run 直接持有自己的 Codex CLI 子进程与 ephemeral thread，每次完整权威请求映射 turn。同一节点 turn 串行，节点之间进程级隔离；单节点连接失败不得使其它节点同时失去终态。Codex thread 不写 durable recovery；节点完成、重启、retry、handoff 和 finalization 仍只认 AGC 账本。
 - LLM 配置：`apiKind` 始终只接受 `openai_responses`；非空 Key 转换为 app-server model provider，base URL 生效，Key 仅走专用环境变量；空 Key 只桥接用户 Codex `auth.json`，不继承环境 `CODEX_API_KEY`。设置面板在 app-server 模式继续显示并保存 model、effort、stream、全局/逐 Agent Key 与路由配置；`openai_chat / anthropic` 明确提示切 `provider`，不得悄悄忽略。`stream=true` 接入 app-server 文本 delta；`webSearchEnabled=true` 只允许 DirectProject 经客户端审核的 `agc_web_search` 使用，不得启用 Codex 原生 webSearch 或任意网络。
 - 安全与取消：临时 cwd、隔离 `CODEX_HOME` 与 OS HOME、read-only、network off、never approval，并在启动前关闭 web/multi-agent/shell/browser/plugin/image 等原生能力；取消从 turn-start pending 阶段就跟踪且只 interrupt 当前 turn。已发送 turn 后连接断开或终态丢失进入 reconciliation，只关闭当前节点进程且不重放同一 request slot；明确 failed/interrupted 不按 transport 重试。
+- remote-control 认证边界：没有 ChatGPT `auth.json` 的 API Key / provider-proxy app-server 在启动时设置 Codex 内部环境变量 `CODEX_INTERNAL_APP_SERVER_REMOTE_CONTROL_DISABLED=1`，让 remote-control 以 `desired_state=Disabled` 启动，避免上游进入 1Hz 认证重试；不再依赖需要 ChatGPT 登录态的 `remoteControl/disable` RPC。只有实际桥接 ChatGPT 登录态的 AuthBridge 保持 remote-control 可用。API Key 子进程同时使用 `RUST_LOG=warn` 收敛剩余预期噪音，不伪造 `auth.json` 或静默继续。
 - 资源与退出：app-server pool 按实际凭据快照/base URL/API kind/CLI 版本和节点 run 身份隔离并做有界 LRU；空 AppData Key 必须读取同一份有界 `auth.json` 字节来生成池指纹并桥接隔离登录态，继承的 `CODEX_API_KEY` 始终移除，node thread 也只淘汰 inactive LRU。Runner 正常、强制和 watchdog 退出都显式关池，Linux child 绑定 parent-death signal，防止强杀 Runner 后遗留带凭据孤儿进程。stdout NDJSON 与 stderr 无换行记录均有硬上限；stderr 原文不写入诊断，只记录固定分类、总字节数、SHA-256 和可取得的退出状态。
 - 旧配置迁移：既有 AppData 若没有 `agentMode`，只有全局和逐 Agent 路由均为 `openai_responses` 时迁移到 `codex_app_server`；存在 `openai_chat / anthropic` 时显式保留 `provider`，避免打开项目自动恢复时把所有节点批量写成 `invalid-config`。用户确认端点支持 Responses 后，可在设置中显式切换并保留原 model/base URL/API Key。
 - 验收：fake JSON-RPC fixture、三态 UI/config、配置指纹、unknown-terminal 零重放、旧两种模式回归和显式 ignored 真实 smoke 全部通过后，才可视为模式切换完成。