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/lobster/index.ts

@@ -0,0 +1,24 @@
+import { definePluginEntry } from "openclaw/plugin-sdk/plugin-entry";
+import type { AnyAgentTool, OpenClawPluginApi, OpenClawPluginToolFactory } from "./runtime-api.js";
+import { createLobsterTool } from "./src/lobster-tool.js";
+
+export default definePluginEntry({
+  id: "lobster",
+  name: "Lobster",
+  description: "Optional local shell helper tools",
+  register(api: OpenClawPluginApi) {
+    api.registerTool(
+      ((ctx) => {
+        if (ctx.sandboxed) {
+          return null;
+        }
+        const taskFlow =
+          api.runtime?.taskFlow && ctx.sessionKey
+            ? api.runtime.taskFlow.fromToolContext(ctx)
+            : undefined;
+        return createLobsterTool(api, { taskFlow }) as AnyAgentTool;
+      }) as OpenClawPluginToolFactory,
+      { optional: true },
+    );
+  },
+});