Add ez-assistant and kerberos service folders

2026-02-11 14:56:03 -05:00
parent e4e8ae1b87
commit 9ccfb36923
4471 changed files with 746463 additions and 0 deletions
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Config/Config.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Config/Config.swift
@@ -0,0 +1,77 @@
+import Foundation
+
+public struct SwabbleConfig: Codable, Sendable {
+    public struct Audio: Codable, Sendable {
+        public var deviceName: String = ""
+        public var deviceIndex: Int = -1
+        public var sampleRate: Double = 16000
+        public var channels: Int = 1
+    }
+
+    public struct Wake: Codable, Sendable {
+        public var enabled: Bool = true
+        public var word: String = "clawd"
+        public var aliases: [String] = ["claude"]
+    }
+
+    public struct Hook: Codable, Sendable {
+        public var command: String = ""
+        public var args: [String] = []
+        public var prefix: String = "Voice swabble from ${hostname}: "
+        public var cooldownSeconds: Double = 1
+        public var minCharacters: Int = 24
+        public var timeoutSeconds: Double = 5
+        public var env: [String: String] = [:]
+    }
+
+    public struct Logging: Codable, Sendable {
+        public var level: String = "info"
+        public var format: String = "text" // text|json placeholder
+    }
+
+    public struct Transcripts: Codable, Sendable {
+        public var enabled: Bool = true
+        public var maxEntries: Int = 50
+    }
+
+    public struct Speech: Codable, Sendable {
+        public var localeIdentifier: String = Locale.current.identifier
+        public var etiquetteReplacements: Bool = false
+    }
+
+    public var audio = Audio()
+    public var wake = Wake()
+    public var hook = Hook()
+    public var logging = Logging()
+    public var transcripts = Transcripts()
+    public var speech = Speech()
+
+    public static let defaultPath = FileManager.default
+        .homeDirectoryForCurrentUser
+        .appendingPathComponent(".config/swabble/config.json")
+
+    public init() {}
+}
+
+public enum ConfigError: Error {
+    case missingConfig
+}
+
+public enum ConfigLoader {
+    public static func load(at path: URL?) throws -> SwabbleConfig {
+        let url = path ?? SwabbleConfig.defaultPath
+        if !FileManager.default.fileExists(atPath: url.path) {
+            throw ConfigError.missingConfig
+        }
+        let data = try Data(contentsOf: url)
+        return try JSONDecoder().decode(SwabbleConfig.self, from: data)
+    }
+
+    public static func save(_ config: SwabbleConfig, at path: URL?) throws {
+        let url = path ?? SwabbleConfig.defaultPath
+        let dir = url.deletingLastPathComponent()
+        try FileManager.default.createDirectory(at: dir, withIntermediateDirectories: true)
+        let data = try JSONEncoder().encode(config)
+        try data.write(to: url)
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Hooks/HookExecutor.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Hooks/HookExecutor.swift
@@ -0,0 +1,75 @@
+import Foundation
+
+public struct HookJob: Sendable {
+    public let text: String
+    public let timestamp: Date
+
+    public init(text: String, timestamp: Date) {
+        self.text = text
+        self.timestamp = timestamp
+    }
+}
+
+public actor HookExecutor {
+    private let config: SwabbleConfig
+    private var lastRun: Date?
+    private let hostname: String
+
+    public init(config: SwabbleConfig) {
+        self.config = config
+        hostname = Host.current().localizedName ?? "host"
+    }
+
+    public func shouldRun() -> Bool {
+        guard config.hook.cooldownSeconds > 0 else { return true }
+        if let lastRun, Date().timeIntervalSince(lastRun) < config.hook.cooldownSeconds {
+            return false
+        }
+        return true
+    }
+
+    public func run(job: HookJob) async throws {
+        guard shouldRun() else { return }
+        guard !config.hook.command.isEmpty else { throw NSError(
+            domain: "Hook",
+            code: 1,
+            userInfo: [NSLocalizedDescriptionKey: "hook command not set"]) }
+
+        let prefix = config.hook.prefix.replacingOccurrences(of: "${hostname}", with: hostname)
+        let payload = prefix + job.text
+
+        let process = Process()
+        process.executableURL = URL(fileURLWithPath: config.hook.command)
+        process.arguments = config.hook.args + [payload]
+
+        var env = ProcessInfo.processInfo.environment
+        env["SWABBLE_TEXT"] = job.text
+        env["SWABBLE_PREFIX"] = prefix
+        for (k, v) in config.hook.env {
+            env[k] = v
+        }
+        process.environment = env
+
+        let pipe = Pipe()
+        process.standardOutput = pipe
+        process.standardError = pipe
+
+        try process.run()
+
+        let timeoutNanos = UInt64(max(config.hook.timeoutSeconds, 0.1) * 1_000_000_000)
+        try await withThrowingTaskGroup(of: Void.self) { group in
+            group.addTask {
+                process.waitUntilExit()
+            }
+            group.addTask {
+                try await Task.sleep(nanoseconds: timeoutNanos)
+                if process.isRunning {
+                    process.terminate()
+                }
+            }
+            try await group.next()
+            group.cancelAll()
+        }
+        lastRun = Date()
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Speech/BufferConverter.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Speech/BufferConverter.swift
@@ -0,0 +1,50 @@
+@preconcurrency import AVFoundation
+import Foundation
+
+final class BufferConverter {
+    private final class Box<T>: @unchecked Sendable { var value: T; init(_ value: T) { self.value = value } }
+    enum ConverterError: Swift.Error {
+        case failedToCreateConverter
+        case failedToCreateConversionBuffer
+        case conversionFailed(NSError?)
+    }
+
+    private var converter: AVAudioConverter?
+
+    func convert(_ buffer: AVAudioPCMBuffer, to format: AVAudioFormat) throws -> AVAudioPCMBuffer {
+        let inputFormat = buffer.format
+        if inputFormat == format {
+            return buffer
+        }
+        if converter == nil || converter?.outputFormat != format {
+            converter = AVAudioConverter(from: inputFormat, to: format)
+            converter?.primeMethod = .none
+        }
+        guard let converter else { throw ConverterError.failedToCreateConverter }
+
+        let sampleRateRatio = converter.outputFormat.sampleRate / converter.inputFormat.sampleRate
+        let scaledInputFrameLength = Double(buffer.frameLength) * sampleRateRatio
+        let frameCapacity = AVAudioFrameCount(scaledInputFrameLength.rounded(.up))
+        guard let conversionBuffer = AVAudioPCMBuffer(pcmFormat: converter.outputFormat, frameCapacity: frameCapacity)
+        else {
+            throw ConverterError.failedToCreateConversionBuffer
+        }
+
+        var nsError: NSError?
+        let consumed = Box(false)
+        let inputBuffer = buffer
+        let status = converter.convert(to: conversionBuffer, error: &nsError) { _, statusPtr in
+            if consumed.value {
+                statusPtr.pointee = .noDataNow
+                return nil
+            }
+            consumed.value = true
+            statusPtr.pointee = .haveData
+            return inputBuffer
+        }
+        if status == .error {
+            throw ConverterError.conversionFailed(nsError)
+        }
+        return conversionBuffer
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Speech/SpeechPipeline.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Speech/SpeechPipeline.swift
@@ -0,0 +1,114 @@
+import AVFoundation
+import Foundation
+import Speech
+
+@available(macOS 26.0, iOS 26.0, *)
+public struct SpeechSegment: Sendable {
+    public let text: String
+    public let isFinal: Bool
+}
+
+@available(macOS 26.0, iOS 26.0, *)
+public enum SpeechPipelineError: Error {
+    case authorizationDenied
+    case analyzerFormatUnavailable
+    case transcriberUnavailable
+}
+
+/// Live microphone → SpeechAnalyzer → SpeechTranscriber pipeline.
+@available(macOS 26.0, iOS 26.0, *)
+public actor SpeechPipeline {
+    private struct UnsafeBuffer: @unchecked Sendable { let buffer: AVAudioPCMBuffer }
+
+    private var engine = AVAudioEngine()
+    private var transcriber: SpeechTranscriber?
+    private var analyzer: SpeechAnalyzer?
+    private var inputContinuation: AsyncStream<AnalyzerInput>.Continuation?
+    private var resultTask: Task<Void, Never>?
+    private let converter = BufferConverter()
+
+    public init() {}
+
+    public func start(localeIdentifier: String, etiquette: Bool) async throws -> AsyncStream<SpeechSegment> {
+        let auth = await requestAuthorizationIfNeeded()
+        guard auth == .authorized else { throw SpeechPipelineError.authorizationDenied }
+
+        let transcriberModule = SpeechTranscriber(
+            locale: Locale(identifier: localeIdentifier),
+            transcriptionOptions: etiquette ? [.etiquetteReplacements] : [],
+            reportingOptions: [.volatileResults],
+            attributeOptions: [])
+        transcriber = transcriberModule
+
+        guard let analyzerFormat = await SpeechAnalyzer.bestAvailableAudioFormat(compatibleWith: [transcriberModule])
+        else {
+            throw SpeechPipelineError.analyzerFormatUnavailable
+        }
+
+        analyzer = SpeechAnalyzer(modules: [transcriberModule])
+        let (stream, continuation) = AsyncStream<AnalyzerInput>.makeStream()
+        inputContinuation = continuation
+
+        let inputNode = engine.inputNode
+        let inputFormat = inputNode.outputFormat(forBus: 0)
+        inputNode.removeTap(onBus: 0)
+        inputNode.installTap(onBus: 0, bufferSize: 2048, format: inputFormat) { [weak self] buffer, _ in
+            guard let self else { return }
+            let boxed = UnsafeBuffer(buffer: buffer)
+            Task { await self.handleBuffer(boxed.buffer, targetFormat: analyzerFormat) }
+        }
+
+        engine.prepare()
+        try engine.start()
+        try await analyzer?.start(inputSequence: stream)
+
+        guard let transcriberForStream = transcriber else {
+            throw SpeechPipelineError.transcriberUnavailable
+        }
+
+        return AsyncStream { continuation in
+            self.resultTask = Task {
+                do {
+                    for try await result in transcriberForStream.results {
+                        let seg = SpeechSegment(text: String(result.text.characters), isFinal: result.isFinal)
+                        continuation.yield(seg)
+                    }
+                } catch {
+                    // swallow errors and finish
+                }
+                continuation.finish()
+            }
+            continuation.onTermination = { _ in
+                Task { await self.stop() }
+            }
+        }
+    }
+
+    public func stop() async {
+        resultTask?.cancel()
+        inputContinuation?.finish()
+        engine.inputNode.removeTap(onBus: 0)
+        engine.stop()
+        try? await analyzer?.finalizeAndFinishThroughEndOfInput()
+    }
+
+    private func handleBuffer(_ buffer: AVAudioPCMBuffer, targetFormat: AVAudioFormat) async {
+        do {
+            let converted = try converter.convert(buffer, to: targetFormat)
+            let input = AnalyzerInput(buffer: converted)
+            inputContinuation?.yield(input)
+        } catch {
+            // drop on conversion failure
+        }
+    }
+
+    private func requestAuthorizationIfNeeded() async -> SFSpeechRecognizerAuthorizationStatus {
+        let current = SFSpeechRecognizer.authorizationStatus()
+        guard current == .notDetermined else { return current }
+        return await withCheckedContinuation { continuation in
+            SFSpeechRecognizer.requestAuthorization { status in
+                continuation.resume(returning: status)
+            }
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/AttributedString+Sentences.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/AttributedString+Sentences.swift
@@ -0,0 +1,62 @@
+import CoreMedia
+import Foundation
+import NaturalLanguage
+
+extension AttributedString {
+    public func sentences(maxLength: Int? = nil) -> [AttributedString] {
+        let tokenizer = NLTokenizer(unit: .sentence)
+        let string = String(characters)
+        tokenizer.string = string
+        let sentenceRanges = tokenizer.tokens(for: string.startIndex..<string.endIndex).map {
+            (
+                $0,
+                AttributedString.Index($0.lowerBound, within: self)!
+                    ..<
+                    AttributedString.Index($0.upperBound, within: self)!)
+        }
+        let ranges = sentenceRanges.flatMap { sentenceStringRange, sentenceRange in
+            let sentence = self[sentenceRange]
+            guard let maxLength, sentence.characters.count > maxLength else {
+                return [sentenceRange]
+            }
+
+            let wordTokenizer = NLTokenizer(unit: .word)
+            wordTokenizer.string = string
+            var wordRanges = wordTokenizer.tokens(for: sentenceStringRange).map {
+                AttributedString.Index($0.lowerBound, within: self)!
+                    ..<
+                    AttributedString.Index($0.upperBound, within: self)!
+            }
+            guard !wordRanges.isEmpty else { return [sentenceRange] }
+            wordRanges[0] = sentenceRange.lowerBound..<wordRanges[0].upperBound
+            wordRanges[wordRanges.count - 1] = wordRanges[wordRanges.count - 1].lowerBound..<sentenceRange.upperBound
+
+            var ranges: [Range<AttributedString.Index>] = []
+            for wordRange in wordRanges {
+                if let lastRange = ranges.last,
+                   self[lastRange].characters.count + self[wordRange].characters.count <= maxLength {
+                    ranges[ranges.count - 1] = lastRange.lowerBound..<wordRange.upperBound
+                } else {
+                    ranges.append(wordRange)
+                }
+            }
+
+            return ranges
+        }
+
+        return ranges.compactMap { range in
+            let audioTimeRanges = self[range].runs.filter {
+                !String(self[$0.range].characters)
+                    .trimmingCharacters(in: .whitespacesAndNewlines).isEmpty
+            }.compactMap(\.audioTimeRange)
+            guard !audioTimeRanges.isEmpty else { return nil }
+            let start = audioTimeRanges.first!.start
+            let end = audioTimeRanges.last!.end
+            var attributes = AttributeContainer()
+            attributes[AttributeScopes.SpeechAttributes.TimeRangeAttribute.self] = CMTimeRange(
+                start: start,
+                end: end)
+            return AttributedString(self[range].characters, attributes: attributes)
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/Logging.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/Logging.swift
@@ -0,0 +1,41 @@
+import Foundation
+
+public enum LogLevel: String, Comparable, CaseIterable, Sendable {
+    case trace, debug, info, warn, error
+
+    var rank: Int {
+        switch self {
+        case .trace: 0
+        case .debug: 1
+        case .info: 2
+        case .warn: 3
+        case .error: 4
+        }
+    }
+
+    public static func < (lhs: LogLevel, rhs: LogLevel) -> Bool { lhs.rank < rhs.rank }
+}
+
+public struct Logger: Sendable {
+    public let level: LogLevel
+
+    public init(level: LogLevel) { self.level = level }
+
+    public func log(_ level: LogLevel, _ message: String) {
+        guard level >= self.level else { return }
+        let ts = ISO8601DateFormatter().string(from: Date())
+        print("[\(level.rawValue.uppercased())] \(ts) | \(message)")
+    }
+
+    public func trace(_ msg: String) { log(.trace, msg) }
+    public func debug(_ msg: String) { log(.debug, msg) }
+    public func info(_ msg: String) { log(.info, msg) }
+    public func warn(_ msg: String) { log(.warn, msg) }
+    public func error(_ msg: String) { log(.error, msg) }
+}
+
+extension LogLevel {
+    public init?(configValue: String) {
+        self.init(rawValue: configValue.lowercased())
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/OutputFormat.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/OutputFormat.swift
@@ -0,0 +1,45 @@
+import CoreMedia
+import Foundation
+
+public enum OutputFormat: String {
+    case txt
+    case srt
+
+    public var needsAudioTimeRange: Bool {
+        switch self {
+        case .srt: true
+        default: false
+        }
+    }
+
+    public func text(for transcript: AttributedString, maxLength: Int) -> String {
+        switch self {
+        case .txt:
+            return String(transcript.characters)
+        case .srt:
+            func format(_ timeInterval: TimeInterval) -> String {
+                let ms = Int(timeInterval.truncatingRemainder(dividingBy: 1) * 1000)
+                let s = Int(timeInterval) % 60
+                let m = (Int(timeInterval) / 60) % 60
+                let h = Int(timeInterval) / 60 / 60
+                return String(format: "%0.2d:%0.2d:%0.2d,%0.3d", h, m, s, ms)
+            }
+
+            return transcript.sentences(maxLength: maxLength).compactMap { (sentence: AttributedString) -> (
+                CMTimeRange,
+                String)? in
+                guard let timeRange = sentence.audioTimeRange else { return nil }
+                return (timeRange, String(sentence.characters))
+            }.enumerated().map { index, run in
+                let (timeRange, text) = run
+                return """
+
+                \(index + 1)
+                \(format(timeRange.start.seconds)) --> \(format(timeRange.end.seconds))
+                \(text.trimmingCharacters(in: .whitespacesAndNewlines))
+
+                """
+            }.joined().trimmingCharacters(in: .whitespacesAndNewlines)
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/TranscriptsStore.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleCore/Support/TranscriptsStore.swift
@@ -0,0 +1,45 @@
+import Foundation
+
+public actor TranscriptsStore {
+    public static let shared = TranscriptsStore()
+
+    private var entries: [String] = []
+    private let limit = 100
+    private let fileURL: URL
+
+    public init() {
+        let dir = FileManager.default.homeDirectoryForCurrentUser
+            .appendingPathComponent("Library/Application Support/swabble", isDirectory: true)
+        try? FileManager.default.createDirectory(at: dir, withIntermediateDirectories: true)
+        fileURL = dir.appendingPathComponent("transcripts.log")
+        if let data = try? Data(contentsOf: fileURL),
+           let text = String(data: data, encoding: .utf8) {
+            entries = text.split(separator: "\n").map(String.init).suffix(limit)
+        }
+    }
+
+    public func append(text: String) {
+        entries.append(text)
+        if entries.count > limit {
+            entries.removeFirst(entries.count - limit)
+        }
+        let body = entries.joined(separator: "\n")
+        try? body.write(to: fileURL, atomically: false, encoding: .utf8)
+    }
+
+    public func latest() -> [String] { entries }
+}
+
+extension String {
+    private func appendLine(to url: URL) throws {
+        let data = (self + "\n").data(using: .utf8) ?? Data()
+        if FileManager.default.fileExists(atPath: url.path) {
+            let handle = try FileHandle(forWritingTo: url)
+            try handle.seekToEnd()
+            try handle.write(contentsOf: data)
+            try handle.close()
+        } else {
+            try data.write(to: url)
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/SwabbleKit/WakeWordGate.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/SwabbleKit/WakeWordGate.swift
@@ -0,0 +1,197 @@
+import Foundation
+
+public struct WakeWordSegment: Sendable, Equatable {
+    public let text: String
+    public let start: TimeInterval
+    public let duration: TimeInterval
+    public let range: Range<String.Index>?
+
+    public init(text: String, start: TimeInterval, duration: TimeInterval, range: Range<String.Index>? = nil) {
+        self.text = text
+        self.start = start
+        self.duration = duration
+        self.range = range
+    }
+
+    public var end: TimeInterval { start + duration }
+}
+
+public struct WakeWordGateConfig: Sendable, Equatable {
+    public var triggers: [String]
+    public var minPostTriggerGap: TimeInterval
+    public var minCommandLength: Int
+
+    public init(
+        triggers: [String],
+        minPostTriggerGap: TimeInterval = 0.45,
+        minCommandLength: Int = 1) {
+        self.triggers = triggers
+        self.minPostTriggerGap = minPostTriggerGap
+        self.minCommandLength = minCommandLength
+    }
+}
+
+public struct WakeWordGateMatch: Sendable, Equatable {
+    public let triggerEndTime: TimeInterval
+    public let postGap: TimeInterval
+    public let command: String
+
+    public init(triggerEndTime: TimeInterval, postGap: TimeInterval, command: String) {
+        self.triggerEndTime = triggerEndTime
+        self.postGap = postGap
+        self.command = command
+    }
+}
+
+public enum WakeWordGate {
+    private struct Token {
+        let normalized: String
+        let start: TimeInterval
+        let end: TimeInterval
+        let range: Range<String.Index>?
+        let text: String
+    }
+
+    private struct TriggerTokens {
+        let tokens: [String]
+    }
+
+    private struct MatchCandidate {
+        let index: Int
+        let triggerEnd: TimeInterval
+        let gap: TimeInterval
+    }
+
+    public static func match(
+        transcript: String,
+        segments: [WakeWordSegment],
+        config: WakeWordGateConfig)
+    -> WakeWordGateMatch? {
+        let triggerTokens = normalizeTriggers(config.triggers)
+        guard !triggerTokens.isEmpty else { return nil }
+
+        let tokens = normalizeSegments(segments)
+        guard !tokens.isEmpty else { return nil }
+
+        var best: MatchCandidate?
+
+        for trigger in triggerTokens {
+            let count = trigger.tokens.count
+            guard count > 0, tokens.count > count else { continue }
+            for i in 0...(tokens.count - count - 1) {
+                let matched = (0..<count).allSatisfy { tokens[i + $0].normalized == trigger.tokens[$0] }
+                if !matched { continue }
+
+                let triggerEnd = tokens[i + count - 1].end
+                let nextToken = tokens[i + count]
+                let gap = nextToken.start - triggerEnd
+                if gap < config.minPostTriggerGap { continue }
+
+                if let best, i <= best.index { continue }
+
+                best = MatchCandidate(index: i, triggerEnd: triggerEnd, gap: gap)
+            }
+        }
+
+        guard let best else { return nil }
+        let command = commandText(transcript: transcript, segments: segments, triggerEndTime: best.triggerEnd)
+            .trimmingCharacters(in: Self.whitespaceAndPunctuation)
+        guard command.count >= config.minCommandLength else { return nil }
+        return WakeWordGateMatch(triggerEndTime: best.triggerEnd, postGap: best.gap, command: command)
+    }
+
+    public static func commandText(
+        transcript: String,
+        segments: [WakeWordSegment],
+        triggerEndTime: TimeInterval)
+    -> String {
+        let threshold = triggerEndTime + 0.001
+        for segment in segments where segment.start >= threshold {
+            if normalizeToken(segment.text).isEmpty { continue }
+            if let range = segment.range {
+                let slice = transcript[range.lowerBound...]
+                return String(slice).trimmingCharacters(in: Self.whitespaceAndPunctuation)
+            }
+            break
+        }
+
+        let text = segments
+            .filter { $0.start >= threshold && !normalizeToken($0.text).isEmpty }
+            .map(\.text)
+            .joined(separator: " ")
+        return text.trimmingCharacters(in: Self.whitespaceAndPunctuation)
+    }
+
+    public static func matchesTextOnly(text: String, triggers: [String]) -> Bool {
+        guard !text.isEmpty else { return false }
+        let normalized = text.lowercased()
+        for trigger in triggers {
+            let token = trigger.trimmingCharacters(in: whitespaceAndPunctuation).lowercased()
+            if token.isEmpty { continue }
+            if normalized.contains(token) { return true }
+        }
+        return false
+    }
+
+    public static func stripWake(text: String, triggers: [String]) -> String {
+        var out = text
+        for trigger in triggers {
+            let token = trigger.trimmingCharacters(in: whitespaceAndPunctuation)
+            guard !token.isEmpty else { continue }
+            out = out.replacingOccurrences(of: token, with: "", options: [.caseInsensitive])
+        }
+        return out.trimmingCharacters(in: whitespaceAndPunctuation)
+    }
+
+    private static func normalizeTriggers(_ triggers: [String]) -> [TriggerTokens] {
+        var output: [TriggerTokens] = []
+        for trigger in triggers {
+            let tokens = trigger
+                .split(whereSeparator: { $0.isWhitespace })
+                .map { normalizeToken(String($0)) }
+                .filter { !$0.isEmpty }
+            if tokens.isEmpty { continue }
+            output.append(TriggerTokens(tokens: tokens))
+        }
+        return output
+    }
+
+    private static func normalizeSegments(_ segments: [WakeWordSegment]) -> [Token] {
+        segments.compactMap { segment in
+            let normalized = normalizeToken(segment.text)
+            guard !normalized.isEmpty else { return nil }
+            return Token(
+                normalized: normalized,
+                start: segment.start,
+                end: segment.end,
+                range: segment.range,
+                text: segment.text)
+        }
+    }
+
+    private static func normalizeToken(_ token: String) -> String {
+        token
+            .trimmingCharacters(in: whitespaceAndPunctuation)
+            .lowercased()
+    }
+
+    private static let whitespaceAndPunctuation = CharacterSet.whitespacesAndNewlines
+        .union(.punctuationCharacters)
+}
+
+#if canImport(Speech)
+import Speech
+
+public enum WakeWordSpeechSegments {
+    public static func from(transcription: SFTranscription, transcript: String) -> [WakeWordSegment] {
+        transcription.segments.map { segment in
+            let range = Range(segment.substringRange, in: transcript)
+            return WakeWordSegment(
+                text: segment.substring,
+                start: segment.timestamp,
+                duration: segment.duration,
+                range: range)
+        }
+    }
+}
+#endif
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/CLI/CLIRegistry.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/CLI/CLIRegistry.swift
@@ -0,0 +1,71 @@
+import Commander
+import Foundation
+
+@available(macOS 26.0, *)
+@MainActor
+enum CLIRegistry {
+    static var descriptors: [CommandDescriptor] {
+        let serveDesc = descriptor(for: ServeCommand.self)
+        let transcribeDesc = descriptor(for: TranscribeCommand.self)
+        let testHookDesc = descriptor(for: TestHookCommand.self)
+        let micList = descriptor(for: MicList.self)
+        let micSet = descriptor(for: MicSet.self)
+        let micRoot = CommandDescriptor(
+            name: "mic",
+            abstract: "Microphone management",
+            discussion: nil,
+            signature: CommandSignature(),
+            subcommands: [micList, micSet])
+        let serviceRoot = CommandDescriptor(
+            name: "service",
+            abstract: "launchd helper",
+            discussion: nil,
+            signature: CommandSignature(),
+            subcommands: [
+                descriptor(for: ServiceInstall.self),
+                descriptor(for: ServiceUninstall.self),
+                descriptor(for: ServiceStatus.self)
+            ])
+        let doctorDesc = descriptor(for: DoctorCommand.self)
+        let setupDesc = descriptor(for: SetupCommand.self)
+        let healthDesc = descriptor(for: HealthCommand.self)
+        let tailLogDesc = descriptor(for: TailLogCommand.self)
+        let startDesc = descriptor(for: StartCommand.self)
+        let stopDesc = descriptor(for: StopCommand.self)
+        let restartDesc = descriptor(for: RestartCommand.self)
+        let statusDesc = descriptor(for: StatusCommand.self)
+
+        let rootSignature = CommandSignature().withStandardRuntimeFlags()
+        let root = CommandDescriptor(
+            name: "swabble",
+            abstract: "Speech hook daemon",
+            discussion: "Local wake-word → SpeechTranscriber → hook",
+            signature: rootSignature,
+            subcommands: [
+                serveDesc,
+                transcribeDesc,
+                testHookDesc,
+                micRoot,
+                serviceRoot,
+                doctorDesc,
+                setupDesc,
+                healthDesc,
+                tailLogDesc,
+                startDesc,
+                stopDesc,
+                restartDesc,
+                statusDesc
+            ])
+        return [root]
+    }
+
+    private static func descriptor(for type: any ParsableCommand.Type) -> CommandDescriptor {
+        let sig = CommandSignature.describe(type.init()).withStandardRuntimeFlags()
+        return CommandDescriptor(
+            name: type.commandDescription.commandName ?? "",
+            abstract: type.commandDescription.abstract,
+            discussion: type.commandDescription.discussion,
+            signature: sig,
+            subcommands: [])
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/DoctorCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/DoctorCommand.swift
@@ -0,0 +1,37 @@
+import Commander
+import Foundation
+import Speech
+import Swabble
+
+@MainActor
+struct DoctorCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "doctor", abstract: "Check Speech permission and config")
+    }
+
+    @Option(name: .long("config"), help: "Path to config JSON") var configPath: String?
+
+    init() {}
+    init(parsed: ParsedValues) {
+        self.init()
+        if let cfg = parsed.options["config"]?.last { configPath = cfg }
+    }
+
+    mutating func run() async throws {
+        let auth = await SFSpeechRecognizer.authorizationStatus()
+        print("Speech auth: \(auth)")
+        do {
+            _ = try ConfigLoader.load(at: configURL)
+            print("Config: OK")
+        } catch {
+            print("Config missing or invalid; run setup")
+        }
+        let session = AVCaptureDevice.DiscoverySession(
+            deviceTypes: [.microphone, .external],
+            mediaType: .audio,
+            position: .unspecified)
+        print("Mics found: \(session.devices.count)")
+    }
+
+    private var configURL: URL? { configPath.map { URL(fileURLWithPath: $0) } }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/HealthCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/HealthCommand.swift
@@ -0,0 +1,16 @@
+import Commander
+import Foundation
+
+@MainActor
+struct HealthCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "health", abstract: "Health probe")
+    }
+
+    init() {}
+    init(parsed: ParsedValues) {}
+
+    mutating func run() async throws {
+        print("ok")
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/MicCommands.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/MicCommands.swift
@@ -0,0 +1,62 @@
+import AVFoundation
+import Commander
+import Foundation
+import Swabble
+
+@MainActor
+struct MicCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(
+            commandName: "mic",
+            abstract: "Microphone management",
+            subcommands: [MicList.self, MicSet.self])
+    }
+}
+
+@MainActor
+struct MicList: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "list", abstract: "List input devices")
+    }
+
+    init() {}
+    init(parsed: ParsedValues) {}
+
+    mutating func run() async throws {
+        let session = AVCaptureDevice.DiscoverySession(
+            deviceTypes: [.microphone, .external],
+            mediaType: .audio,
+            position: .unspecified)
+        let devices = session.devices
+        if devices.isEmpty { print("no audio inputs found"); return }
+        for (idx, device) in devices.enumerated() {
+            print("[\(idx)] \(device.localizedName)")
+        }
+    }
+}
+
+@MainActor
+struct MicSet: ParsableCommand {
+    @Argument(help: "Device index from list") var index: Int = 0
+    @Option(name: .long("config"), help: "Path to config JSON") var configPath: String?
+
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "set", abstract: "Set default input device index")
+    }
+
+    init() {}
+    init(parsed: ParsedValues) {
+        self.init()
+        if let value = parsed.positional.first, let intVal = Int(value) { index = intVal }
+        if let cfg = parsed.options["config"]?.last { configPath = cfg }
+    }
+
+    mutating func run() async throws {
+        var cfg = try ConfigLoader.load(at: configURL)
+        cfg.audio.deviceIndex = index
+        try ConfigLoader.save(cfg, at: configURL)
+        print("saved device index \(index)")
+    }
+
+    private var configURL: URL? { configPath.map { URL(fileURLWithPath: $0) } }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/ServeCommand.swift
+++ b/docker-compose/ez-assistant/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)
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/ServiceCommands.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/ServiceCommands.swift
@@ -0,0 +1,77 @@
+import Commander
+import Foundation
+
+@MainActor
+struct ServiceRootCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(
+            commandName: "service",
+            abstract: "Manage launchd agent",
+            subcommands: [ServiceInstall.self, ServiceUninstall.self, ServiceStatus.self])
+    }
+}
+
+private enum LaunchdHelper {
+    static let label = "com.swabble.agent"
+
+    static var plistURL: URL {
+        FileManager.default
+            .homeDirectoryForCurrentUser
+            .appendingPathComponent("Library/LaunchAgents/\(label).plist")
+    }
+
+    static func writePlist(executable: String) throws {
+        let plist: [String: Any] = [
+            "Label": label,
+            "ProgramArguments": [executable, "serve"],
+            "RunAtLoad": true,
+            "KeepAlive": true
+        ]
+        let data = try PropertyListSerialization.data(fromPropertyList: plist, format: .xml, options: 0)
+        try data.write(to: plistURL)
+    }
+
+    static func removePlist() throws {
+        try? FileManager.default.removeItem(at: plistURL)
+    }
+}
+
+@MainActor
+struct ServiceInstall: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "install", abstract: "Install user launch agent")
+    }
+
+    mutating func run() async throws {
+        let exe = CommandLine.arguments.first ?? "/usr/local/bin/swabble"
+        try LaunchdHelper.writePlist(executable: exe)
+        print("launchctl load -w \(LaunchdHelper.plistURL.path)")
+    }
+}
+
+@MainActor
+struct ServiceUninstall: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "uninstall", abstract: "Remove launch agent")
+    }
+
+    mutating func run() async throws {
+        try LaunchdHelper.removePlist()
+        print("launchctl bootout gui/$(id -u)/\(LaunchdHelper.label)")
+    }
+}
+
+@MainActor
+struct ServiceStatus: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "status", abstract: "Show launch agent status")
+    }
+
+    mutating func run() async throws {
+        if FileManager.default.fileExists(atPath: LaunchdHelper.plistURL.path) {
+            print("plist present at \(LaunchdHelper.plistURL.path)")
+        } else {
+            print("launchd plist not installed")
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/SetupCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/SetupCommand.swift
@@ -0,0 +1,26 @@
+import Commander
+import Foundation
+import Swabble
+
+@MainActor
+struct SetupCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "setup", abstract: "Write default config")
+    }
+
+    @Option(name: .long("config"), help: "Path to config JSON") var configPath: String?
+
+    init() {}
+    init(parsed: ParsedValues) {
+        self.init()
+        if let cfg = parsed.options["config"]?.last { configPath = cfg }
+    }
+
+    mutating func run() async throws {
+        let cfg = SwabbleConfig()
+        try ConfigLoader.save(cfg, at: configURL)
+        print("wrote config to \(configURL?.path ?? SwabbleConfig.defaultPath.path)")
+    }
+
+    private var configURL: URL? { configPath.map { URL(fileURLWithPath: $0) } }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/StartStopCommands.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/StartStopCommands.swift
@@ -0,0 +1,35 @@
+import Commander
+import Foundation
+
+@MainActor
+struct StartCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "start", abstract: "Start swabble (foreground placeholder)")
+    }
+
+    mutating func run() async throws {
+        print("start: launchd helper not implemented; run 'swabble serve' instead")
+    }
+}
+
+@MainActor
+struct StopCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "stop", abstract: "Stop swabble (placeholder)")
+    }
+
+    mutating func run() async throws {
+        print("stop: launchd helper not implemented yet")
+    }
+}
+
+@MainActor
+struct RestartCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "restart", abstract: "Restart swabble (placeholder)")
+    }
+
+    mutating func run() async throws {
+        print("restart: launchd helper not implemented yet")
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/StatusCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/StatusCommand.swift
@@ -0,0 +1,34 @@
+import Commander
+import Foundation
+import Swabble
+
+@MainActor
+struct StatusCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "status", abstract: "Show daemon state")
+    }
+
+    @Option(name: .long("config"), help: "Path to config JSON") var configPath: String?
+
+    init() {}
+    init(parsed: ParsedValues) {
+        self.init()
+        if let cfg = parsed.options["config"]?.last { configPath = cfg }
+    }
+
+    mutating func run() async throws {
+        let cfg = try? ConfigLoader.load(at: configURL)
+        let wake = cfg?.wake.word ?? "clawd"
+        let wakeEnabled = cfg?.wake.enabled ?? false
+        let latest = await TranscriptsStore.shared.latest().suffix(3)
+        print("wake: \(wakeEnabled ? wake : "disabled")")
+        if latest.isEmpty {
+            print("transcripts: (none yet)")
+        } else {
+            print("last transcripts:")
+            latest.forEach { print("- \($0)") }
+        }
+    }
+
+    private var configURL: URL? { configPath.map { URL(fileURLWithPath: $0) } }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/TailLogCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/TailLogCommand.swift
@@ -0,0 +1,20 @@
+import Commander
+import Foundation
+import Swabble
+
+@MainActor
+struct TailLogCommand: ParsableCommand {
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "tail-log", abstract: "Tail recent transcripts")
+    }
+
+    init() {}
+    init(parsed: ParsedValues) {}
+
+    mutating func run() async throws {
+        let latest = await TranscriptsStore.shared.latest()
+        for line in latest.suffix(10) {
+            print(line)
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/TestHookCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/TestHookCommand.swift
@@ -0,0 +1,30 @@
+import Commander
+import Foundation
+import Swabble
+
+@MainActor
+struct TestHookCommand: ParsableCommand {
+    @Argument(help: "Text to send to hook") var text: String
+    @Option(name: .long("config"), help: "Path to config JSON") var configPath: String?
+
+    static var commandDescription: CommandDescription {
+        CommandDescription(commandName: "test-hook", abstract: "Invoke the configured hook with text")
+    }
+
+    init() {}
+
+    init(parsed: ParsedValues) {
+        self.init()
+        if let positional = parsed.positional.first { text = positional }
+        if let cfg = parsed.options["config"]?.last { configPath = cfg }
+    }
+
+    mutating func run() async throws {
+        let cfg = try ConfigLoader.load(at: configURL)
+        let executor = HookExecutor(config: cfg)
+        try await executor.run(job: HookJob(text: text, timestamp: Date()))
+        print("hook invoked")
+    }
+
+    private var configURL: URL? { configPath.map { URL(fileURLWithPath: $0) } }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/TranscribeCommand.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/Commands/TranscribeCommand.swift
@@ -0,0 +1,61 @@
+import AVFoundation
+import Commander
+import Foundation
+import Speech
+import Swabble
+
+@MainActor
+struct TranscribeCommand: ParsableCommand {
+    @Argument(help: "Path to audio/video file") var inputFile: String = ""
+    @Option(name: .long("locale"), help: "Locale identifier", parsing: .singleValue) var locale: String = Locale.current
+        .identifier
+    @Flag(help: "Censor etiquette-sensitive content") var censor: Bool = false
+    @Option(name: .long("output"), help: "Output file path") var outputFile: String?
+    @Option(name: .long("format"), help: "Output format txt|srt") var format: String = "txt"
+    @Option(name: .long("max-length"), help: "Max sentence length for srt") var maxLength: Int = 40
+
+    static var commandDescription: CommandDescription {
+        CommandDescription(
+            commandName: "transcribe",
+            abstract: "Transcribe a media file locally")
+    }
+
+    init() {}
+
+    init(parsed: ParsedValues) {
+        self.init()
+        if let positional = parsed.positional.first { inputFile = positional }
+        if let loc = parsed.options["locale"]?.last { locale = loc }
+        if parsed.flags.contains("censor") { censor = true }
+        if let out = parsed.options["output"]?.last { outputFile = out }
+        if let fmt = parsed.options["format"]?.last { format = fmt }
+        if let len = parsed.options["maxLength"]?.last, let intVal = Int(len) { maxLength = intVal }
+    }
+
+    mutating func run() async throws {
+        let fileURL = URL(fileURLWithPath: inputFile)
+        let audioFile = try AVAudioFile(forReading: fileURL)
+
+        let outputFormat = OutputFormat(rawValue: format) ?? .txt
+
+        let transcriber = SpeechTranscriber(
+            locale: Locale(identifier: locale),
+            transcriptionOptions: censor ? [.etiquetteReplacements] : [],
+            reportingOptions: [],
+            attributeOptions: outputFormat.needsAudioTimeRange ? [.audioTimeRange] : [])
+        let analyzer = SpeechAnalyzer(modules: [transcriber])
+        try await analyzer.start(inputAudioFile: audioFile, finishAfterFile: true)
+
+        var transcript: AttributedString = ""
+        for try await result in transcriber.results {
+            transcript += result.text
+        }
+
+        let output = outputFormat.text(for: transcript, maxLength: maxLength)
+        if let path = outputFile {
+            try output.write(to: URL(fileURLWithPath: path), atomically: false, encoding: .utf8)
+        } else {
+            print(output)
+        }
+    }
+}
--- a/docker-compose/ez-assistant/Swabble/Sources/swabble/main.swift
+++ b/docker-compose/ez-assistant/Swabble/Sources/swabble/main.swift
@@ -0,0 +1,151 @@
+import Commander
+import Foundation
+
+@available(macOS 26.0, *)
+@MainActor
+private func runCLI() async -> Int32 {
+    do {
+        let descriptors = CLIRegistry.descriptors
+        let program = Program(descriptors: descriptors)
+        let invocation = try program.resolve(argv: CommandLine.arguments)
+        try await dispatch(invocation: invocation)
+        return 0
+    } catch {
+        fputs("error: \(error)\n", stderr)
+        return 1
+    }
+}
+
+@available(macOS 26.0, *)
+@MainActor
+private func dispatch(invocation: CommandInvocation) async throws {
+    let parsed = invocation.parsedValues
+    let path = invocation.path
+    guard let first = path.first else { throw CommanderProgramError.missingCommand }
+
+    switch first {
+    case "swabble":
+        try await dispatchSwabble(parsed: parsed, path: path)
+    default:
+        throw CommanderProgramError.unknownCommand(first)
+    }
+}
+
+@available(macOS 26.0, *)
+@MainActor
+private func dispatchSwabble(parsed: ParsedValues, path: [String]) async throws {
+    let sub = try subcommand(path, index: 1, command: "swabble")
+    switch sub {
+    case "mic":
+        try await dispatchMic(parsed: parsed, path: path)
+    case "service":
+        try await dispatchService(path: path)
+    default:
+        let handlers = swabbleHandlers(parsed: parsed)
+        guard let handler = handlers[sub] else {
+            throw CommanderProgramError.unknownSubcommand(command: "swabble", name: sub)
+        }
+        try await handler()
+    }
+}
+
+@available(macOS 26.0, *)
+@MainActor
+private func swabbleHandlers(parsed: ParsedValues) -> [String: () async throws -> Void] {
+    [
+        "serve": {
+            var cmd = ServeCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "transcribe": {
+            var cmd = TranscribeCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "test-hook": {
+            var cmd = TestHookCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "doctor": {
+            var cmd = DoctorCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "setup": {
+            var cmd = SetupCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "health": {
+            var cmd = HealthCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "tail-log": {
+            var cmd = TailLogCommand(parsed: parsed)
+            try await cmd.run()
+        },
+        "start": {
+            var cmd = StartCommand()
+            try await cmd.run()
+        },
+        "stop": {
+            var cmd = StopCommand()
+            try await cmd.run()
+        },
+        "restart": {
+            var cmd = RestartCommand()
+            try await cmd.run()
+        },
+        "status": {
+            var cmd = StatusCommand()
+            try await cmd.run()
+        }
+    ]
+}
+
+@available(macOS 26.0, *)
+@MainActor
+private func dispatchMic(parsed: ParsedValues, path: [String]) async throws {
+    let micSub = try subcommand(path, index: 2, command: "mic")
+    switch micSub {
+    case "list":
+        var cmd = MicList(parsed: parsed)
+        try await cmd.run()
+    case "set":
+        var cmd = MicSet(parsed: parsed)
+        try await cmd.run()
+    default:
+        throw CommanderProgramError.unknownSubcommand(command: "mic", name: micSub)
+    }
+}
+
+@available(macOS 26.0, *)
+@MainActor
+private func dispatchService(path: [String]) async throws {
+    let svcSub = try subcommand(path, index: 2, command: "service")
+    switch svcSub {
+    case "install":
+        var cmd = ServiceInstall()
+        try await cmd.run()
+    case "uninstall":
+        var cmd = ServiceUninstall()
+        try await cmd.run()
+    case "status":
+        var cmd = ServiceStatus()
+        try await cmd.run()
+    default:
+        throw CommanderProgramError.unknownSubcommand(command: "service", name: svcSub)
+    }
+}
+
+private func subcommand(_ path: [String], index: Int, command: String) throws -> String {
+    guard path.count > index else {
+        throw CommanderProgramError.missingSubcommand(command: command)
+    }
+    return path[index]
+}
+
+if #available(macOS 26.0, *) {
+    let exitCode = await runCLI()
+    exit(exitCode)
+} else {
+    fputs("error: swabble requires macOS 26 or newer\n", stderr)
+    exit(1)
+}