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/huggingface/provider-catalog.ts

@@ -0,0 +1,29 @@
+import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-types";
+import {
+  buildHuggingfaceModelDefinition,
+  discoverHuggingfaceModels,
+  HUGGINGFACE_BASE_URL,
+  HUGGINGFACE_MODEL_CATALOG,
+} from "./models.js";
+
+export {
+  buildHuggingfaceModelDefinition,
+  discoverHuggingfaceModels,
+  HUGGINGFACE_BASE_URL,
+  HUGGINGFACE_MODEL_CATALOG,
+} from "./models.js";
+
+export async function buildHuggingfaceProvider(
+  discoveryApiKey?: string,
+): Promise<ModelProviderConfig> {
+  const resolvedSecret = discoveryApiKey?.trim() ?? "";
+  const models =
+    resolvedSecret !== ""
+      ? await discoverHuggingfaceModels(resolvedSecret)
+      : HUGGINGFACE_MODEL_CATALOG.map(buildHuggingfaceModelDefinition);
+  return {
+    baseUrl: HUGGINGFACE_BASE_URL,
+    api: "openai-completions",
+    models,
+  };
+}