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/VoiceWakeRecognitionDebugSupport.swift

@@ -0,0 +1,62 @@
+import Foundation
+import SwabbleKit
+
+enum VoiceWakeRecognitionDebugSupport {
+    struct TranscriptSummary {
+        let textOnly: Bool
+        let timingCount: Int
+    }
+
+    static func shouldLogTranscript(
+        transcript: String,
+        isFinal: Bool,
+        loggerLevel: Logger.Level,
+        lastLoggedText: inout String?,
+        lastLoggedAt: inout Date?,
+        minRepeatInterval: TimeInterval = 0.25) -> Bool
+    {
+        guard !transcript.isEmpty else { return false }
+        guard loggerLevel == .debug || loggerLevel == .trace else { return false }
+        if transcript == lastLoggedText,
+           !isFinal,
+           let last = lastLoggedAt,
+           Date().timeIntervalSince(last) < minRepeatInterval
+        {
+            return false
+        }
+        lastLoggedText = transcript
+        lastLoggedAt = Date()
+        return true
+    }
+
+    static func textOnlyFallbackMatch(
+        transcript: String,
+        triggers: [String],
+        config: WakeWordGateConfig,
+        trimWake: (String, [String]) -> String) -> WakeWordGateMatch?
+    {
+        guard let command = VoiceWakeTextUtils.textOnlyCommand(
+            transcript: transcript,
+            triggers: triggers,
+            minCommandLength: config.minCommandLength,
+            trimWake: trimWake)
+        else { return nil }
+        return WakeWordGateMatch(triggerEndTime: 0, postGap: 0, command: command)
+    }
+
+    static func transcriptSummary(
+        transcript: String,
+        triggers: [String],
+        segments: [WakeWordSegment]) -> TranscriptSummary
+    {
+        TranscriptSummary(
+            textOnly: WakeWordGate.matchesTextOnly(text: transcript, triggers: triggers),
+            timingCount: segments.count(where: { $0.start > 0 || $0.duration > 0 }))
+    }
+
+    static func matchSummary(_ match: WakeWordGateMatch?) -> String {
+        match.map {
+            "match=true gap=\(String(format: "%.2f", $0.postGap))s cmdLen=\($0.command.count)"
+        } ?? "match=false"
+    }
+}