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/provider-catalog.ts

@@ -0,0 +1,39 @@
+import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-shared";
+
+export const QIANFAN_BASE_URL = "https://qianfan.baidubce.com/v2";
+export const QIANFAN_DEFAULT_MODEL_ID = "deepseek-v3.2";
+const QIANFAN_DEFAULT_CONTEXT_WINDOW = 98304;
+const QIANFAN_DEFAULT_MAX_TOKENS = 32768;
+const QIANFAN_DEFAULT_COST = {
+  input: 0,
+  output: 0,
+  cacheRead: 0,
+  cacheWrite: 0,
+};
+
+export function buildQianfanProvider(): ModelProviderConfig {
+  return {
+    baseUrl: QIANFAN_BASE_URL,
+    api: "openai-completions",
+    models: [
+      {
+        id: QIANFAN_DEFAULT_MODEL_ID,
+        name: "DEEPSEEK V3.2",
+        reasoning: true,
+        input: ["text"],
+        cost: QIANFAN_DEFAULT_COST,
+        contextWindow: QIANFAN_DEFAULT_CONTEXT_WINDOW,
+        maxTokens: QIANFAN_DEFAULT_MAX_TOKENS,
+      },
+      {
+        id: "ernie-5.0-thinking-preview",
+        name: "ERNIE-5.0-Thinking-Preview",
+        reasoning: true,
+        input: ["text", "image"],
+        cost: QIANFAN_DEFAULT_COST,
+        contextWindow: 119000,
+        maxTokens: 64000,
+      },
+    ],
+  };
+}