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/Sources/OpenClaw/DurationFormattingSupport.swift

@@ -0,0 +1,15 @@
+import Foundation
+
+enum DurationFormattingSupport {
+    static func conciseDuration(ms: Int) -> String {
+        if ms < 1000 { return "\(ms)ms" }
+        let s = Double(ms) / 1000.0
+        if s < 60 { return "\(Int(round(s)))s" }
+        let m = s / 60.0
+        if m < 60 { return "\(Int(round(m)))m" }
+        let h = m / 60.0
+        if h < 48 { return "\(Int(round(h)))h" }
+        let d = h / 24.0
+        return "\(Int(round(d)))d"
+    }
+}