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/qianfan/onboard.ts

@@ -0,0 +1,61 @@
+import {
+  createDefaultModelsPresetAppliers,
+  type ModelApi,
+  type OpenClawConfig,
+} from "openclaw/plugin-sdk/provider-onboard";
+import {
+  buildQianfanProvider,
+  QIANFAN_BASE_URL,
+  QIANFAN_DEFAULT_MODEL_ID,
+} from "./provider-catalog.js";
+
+export const QIANFAN_DEFAULT_MODEL_REF = `qianfan/${QIANFAN_DEFAULT_MODEL_ID}`;
+
+function resolveQianfanPreset(cfg: OpenClawConfig): {
+  api: ModelApi;
+  baseUrl: string;
+  defaultModels: NonNullable<ReturnType<typeof buildQianfanProvider>["models"]>;
+} {
+  const defaultProvider = buildQianfanProvider();
+  const existingProvider = cfg.models?.providers?.qianfan as
+    | {
+        baseUrl?: unknown;
+        api?: unknown;
+      }
+    | undefined;
+  const existingBaseUrl =
+    typeof existingProvider?.baseUrl === "string" ? existingProvider.baseUrl.trim() : "";
+  const api =
+    typeof existingProvider?.api === "string"
+      ? (existingProvider.api as ModelApi)
+      : "openai-completions";
+
+  return {
+    api,
+    baseUrl: existingBaseUrl || QIANFAN_BASE_URL,
+    defaultModels: defaultProvider.models ?? [],
+  };
+}
+
+const qianfanPresetAppliers = createDefaultModelsPresetAppliers({
+  primaryModelRef: QIANFAN_DEFAULT_MODEL_REF,
+  resolveParams: (cfg: OpenClawConfig) => {
+    const preset = resolveQianfanPreset(cfg);
+    return {
+      providerId: "qianfan",
+      api: preset.api,
+      baseUrl: preset.baseUrl,
+      defaultModels: preset.defaultModels,
+      defaultModelId: QIANFAN_DEFAULT_MODEL_ID,
+      aliases: [{ modelRef: QIANFAN_DEFAULT_MODEL_REF, alias: "QIANFAN" }],
+    };
+  },
+});
+
+export function applyQianfanProviderConfig(cfg: OpenClawConfig): OpenClawConfig {
+  return qianfanPresetAppliers.applyProviderConfig(cfg);
+}
+
+export function applyQianfanConfig(cfg: OpenClawConfig): OpenClawConfig {
+  return qianfanPresetAppliers.applyConfig(cfg);
+}