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/apps/macos/Tests/OpenClawIPCTests/AnyCodableEncodingTests.swift

@@ -0,0 +1,37 @@
+import Foundation
+import OpenClawProtocol
+import Testing
+@testable import OpenClaw
+
+struct AnyCodableEncodingTests {
+    @Test func `encodes swift array and dictionary values`() throws {
+        let payload: [String: Any] = [
+            "tags": ["node", "ios"],
+            "meta": ["count": 2],
+            "null": NSNull(),
+        ]
+
+        let data = try JSONEncoder().encode(OpenClawProtocol.AnyCodable(payload))
+        let obj = try #require(JSONSerialization.jsonObject(with: data) as? [String: Any])
+
+        #expect(obj["tags"] as? [String] == ["node", "ios"])
+        #expect((obj["meta"] as? [String: Any])?["count"] as? Int == 2)
+        #expect(obj["null"] is NSNull)
+    }
+
+    @Test func `protocol any codable encodes primitive arrays`() throws {
+        let payload: [String: Any] = [
+            "items": [1, "two", NSNull(), ["ok": true]],
+        ]
+
+        let data = try JSONEncoder().encode(OpenClawProtocol.AnyCodable(payload))
+        let obj = try #require(JSONSerialization.jsonObject(with: data) as? [String: Any])
+
+        let items = try #require(obj["items"] as? [Any])
+        #expect(items.count == 4)
+        #expect(items[0] as? Int == 1)
+        #expect(items[1] as? String == "two")
+        #expect(items[2] is NSNull)
+        #expect((items[3] as? [String: Any])?["ok"] as? Bool == true)
+    }
+}