重构主控编排与运行时预热链路，统一工作区提示词/专家调度协议并补齐 wiki 记忆注入与写回闭环。

同时收敛启动与运维脚本默认行为（含 wiki worker）、更新 Admin 可观测性与相关测试，降低首轮时延并提高运行稳定性。

Made-with: Cursor

openclaw/extensions/openai/realtime-provider-shared.ts

@@ -0,0 +1,33 @@
+import { normalizeOptionalString } from "openclaw/plugin-sdk/text-runtime";
+
+export const trimToUndefined = normalizeOptionalString;
+
+export function asFiniteNumber(value: unknown): number | undefined {
+  return typeof value === "number" && Number.isFinite(value) ? value : undefined;
+}
+
+export function asObjectRecord(value: unknown): Record<string, unknown> | undefined {
+  return typeof value === "object" && value !== null && !Array.isArray(value)
+    ? (value as Record<string, unknown>)
+    : undefined;
+}
+
+export function readRealtimeErrorDetail(error: unknown): string {
+  if (typeof error === "string" && error) {
+    return error;
+  }
+  const message = asObjectRecord(error)?.message;
+  if (typeof message === "string" && message) {
+    return message;
+  }
+  return "Unknown error";
+}
+
+export function resolveOpenAIProviderConfigRecord(
+  config: Record<string, unknown>,
+): Record<string, unknown> | undefined {
+  const providers = asObjectRecord(config.providers);
+  return (
+    asObjectRecord(providers?.openai) ?? asObjectRecord(config.openai) ?? asObjectRecord(config)
+  );
+}