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/kilocode/implicit-provider.test.ts

@@ -0,0 +1,12 @@
+import { describe, expect, it } from "vitest";
+import { buildKilocodeProvider } from "./provider-catalog.js";
+
+describe("Kilo Gateway implicit provider", () => {
+  it("publishes the Kilo static provider catalog used by implicit provider setup", () => {
+    const provider = buildKilocodeProvider();
+
+    expect(provider.baseUrl).toBe("https://api.kilo.ai/api/gateway/");
+    expect(provider.api).toBe("openai-completions");
+    expect(provider.models?.length).toBeGreaterThan(0);
+  });
+});