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/chutes/provider-catalog.ts

@@ -0,0 +1,21 @@
+import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-shared";
+import {
+  CHUTES_BASE_URL,
+  CHUTES_MODEL_CATALOG,
+  buildChutesModelDefinition,
+  discoverChutesModels,
+} from "./models.js";
+
+/**
+ * Build the Chutes provider with dynamic model discovery.
+ * Falls back to the static catalog on failure.
+ * Accepts an optional access token (API key or OAuth access token) for authenticated discovery.
+ */
+export async function buildChutesProvider(accessToken?: string): Promise<ModelProviderConfig> {
+  const models = await discoverChutesModels(accessToken);
+  return {
+    baseUrl: CHUTES_BASE_URL,
+    api: "openai-completions",
+    models: models.length > 0 ? models : CHUTES_MODEL_CATALOG.map(buildChutesModelDefinition),
+  };
+}