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/index.ts

@@ -0,0 +1,60 @@
+import { defineSingleProviderPluginEntry } from "openclaw/plugin-sdk/provider-entry";
+import { applyHuggingfaceConfig, HUGGINGFACE_DEFAULT_MODEL_REF } from "./onboard.js";
+import { buildHuggingfaceProvider } from "./provider-catalog.js";
+
+const PROVIDER_ID = "huggingface";
+
+type HuggingFacePluginConfig = {
+  discovery?: {
+    enabled?: boolean;
+  };
+};
+
+export default defineSingleProviderPluginEntry({
+  id: PROVIDER_ID,
+  name: "Hugging Face Provider",
+  description: "Bundled Hugging Face provider plugin",
+  provider: {
+    label: "Hugging Face",
+    docsPath: "/providers/huggingface",
+    envVars: ["HUGGINGFACE_HUB_TOKEN", "HF_TOKEN"],
+    auth: [
+      {
+        methodId: "api-key",
+        label: "Hugging Face API key",
+        hint: "Inference API (HF token)",
+        optionKey: "huggingfaceApiKey",
+        flagName: "--huggingface-api-key",
+        envVar: "HUGGINGFACE_HUB_TOKEN",
+        promptMessage: "Enter Hugging Face API key",
+        defaultModel: HUGGINGFACE_DEFAULT_MODEL_REF,
+        applyConfig: (cfg) => applyHuggingfaceConfig(cfg),
+      },
+    ],
+    catalog: {
+      order: "simple",
+      run: async (ctx) => {
+        const pluginEntry = ctx.config?.plugins?.entries?.[PROVIDER_ID];
+        const pluginConfig =
+          pluginEntry && typeof pluginEntry === "object" && pluginEntry.config
+            ? (pluginEntry.config as HuggingFacePluginConfig)
+            : undefined;
+        const discoveryEnabled =
+          pluginConfig?.discovery?.enabled ?? ctx.config?.models?.huggingfaceDiscovery?.enabled;
+        if (discoveryEnabled === false) {
+          return null;
+        }
+        const { apiKey, discoveryApiKey } = ctx.resolveProviderApiKey(PROVIDER_ID);
+        if (!apiKey) {
+          return null;
+        }
+        return {
+          provider: {
+            ...(await buildHuggingfaceProvider(discoveryApiKey)),
+            apiKey,
+          },
+        };
+      },
+    },
+  },
+});