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/anthropic/media-understanding-provider.ts

@@ -0,0 +1,15 @@
+import {
+  describeImageWithModel,
+  describeImagesWithModel,
+  type MediaUnderstandingProvider,
+} from "openclaw/plugin-sdk/media-understanding";
+
+export const anthropicMediaUnderstandingProvider: MediaUnderstandingProvider = {
+  id: "anthropic",
+  capabilities: ["image"],
+  defaultModels: { image: "claude-opus-4-7" },
+  autoPriority: { image: 20 },
+  nativeDocumentInputs: ["pdf"],
+  describeImage: describeImageWithModel,
+  describeImages: describeImagesWithModel,
+};