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/Swabble/Sources/swabble/Commands/ServeCommand.swift

@@ -0,0 +1,81 @@
+import Commander
+import Foundation
+import Swabble
+import SwabbleKit
+
+@available(macOS 26.0, *)
+@MainActor
+struct ServeCommand: ParsableCommand {
+    @Option(name: .long("config"), help: "Path to config JSON") var configPath: String?
+    @Flag(name: .long("no-wake"), help: "Disable wake word") var noWake: Bool = false
+
+    static var commandDescription: CommandDescription {
+        CommandDescription(
+            commandName: "serve",
+            abstract: "Run swabble in the foreground")
+    }
+
+    init() {}
+
+    init(parsed: ParsedValues) {
+        self.init()
+        if parsed.flags.contains("noWake") { noWake = true }
+        if let cfg = parsed.options["config"]?.last { configPath = cfg }
+    }
+
+    mutating func run() async throws {
+        var cfg: SwabbleConfig
+        do {
+            cfg = try ConfigLoader.load(at: configURL)
+        } catch {
+            cfg = SwabbleConfig()
+            try ConfigLoader.save(cfg, at: configURL)
+        }
+        if noWake {
+            cfg.wake.enabled = false
+        }
+
+        let logger = Logger(level: LogLevel(configValue: cfg.logging.level) ?? .info)
+        logger.info("swabble serve starting (wake: \(cfg.wake.enabled ? cfg.wake.word : "disabled"))")
+        let pipeline = SpeechPipeline()
+        do {
+            let stream = try await pipeline.start(
+                localeIdentifier: cfg.speech.localeIdentifier,
+                etiquette: cfg.speech.etiquetteReplacements)
+            for await seg in stream {
+                if cfg.wake.enabled {
+                    guard Self.matchesWake(text: seg.text, cfg: cfg) else { continue }
+                }
+                let stripped = Self.stripWake(text: seg.text, cfg: cfg)
+                let job = HookJob(text: stripped, timestamp: Date())
+                let executor = HookExecutor(config: cfg)
+                try await executor.run(job: job)
+                if cfg.transcripts.enabled {
+                    await TranscriptsStore.shared.append(text: stripped)
+                }
+                if seg.isFinal {
+                    logger.info("final: \(stripped)")
+                } else {
+                    logger.debug("partial: \(stripped)")
+                }
+            }
+        } catch {
+            logger.error("serve error: \(error)")
+            throw error
+        }
+    }
+
+    private var configURL: URL? {
+        configPath.map { URL(fileURLWithPath: $0) }
+    }
+
+    private static func matchesWake(text: String, cfg: SwabbleConfig) -> Bool {
+        let triggers = [cfg.wake.word] + cfg.wake.aliases
+        return WakeWordGate.matchesTextOnly(text: text, triggers: triggers)
+    }
+
+    private static func stripWake(text: String, cfg: SwabbleConfig) -> String {
+        let triggers = [cfg.wake.word] + cfg.wake.aliases
+        return WakeWordGate.stripWake(text: text, triggers: triggers)
+    }
+}