Stage 1 Path C: The Unified Voice Router — One Intent Classifier for All Devices

# Stage 1 Path C: The Unified Voice Router — One Intent Classifier for All Devices > Grounded in: Stage 0 finding that VoiceRouter (35 intents, iOS), FleetVoiceRouter (fleet intents, iOS), and SpeakFlow VoiceCommandService (15 commands, macOS) are three separate intent classifiers with incompatible taxonomies. Voice commands work differently depending on which device you're on. Port intent classification to the server. One classifier, shared across all clients. The iPhone, Mac, glasses, and any future device all send audio/text to the same endpoint. The server classifies the intent, resolves the target, and dispatches. Device-specific logic is limited to audio capture and playback. **3. Client Updates:** - iOS OpenClawHub: Replace VoiceRouter.classify() + FleetVoiceRouter.classify() with POST to /voice/command - SpeakFlow macOS: Replace VoiceCommandService local classification with POST - Mac Ear Daemon (Path A): Use /voice/command directly - Benefit: fix a classification bug once, all devices get the update - One intent classifier for all devices — consistent behavior everywhere - Pronoun resolution and context tracking work across device switches - New intents added once, available everywhere - Server-side classification can use more powerful models (embedding similarity, LLM fallback) - Device-agnostic: any device that can capture audio and play TTS can be a voice client