wispr-cost-tuning

# Wispr Flow Cost Tuning ## Overview Guidance for cost tuning with Wispr Flow voice-to-text API. ## Instructions ### Key Wispr Flow Concepts - **WebSocket API**: `wss://api.wisprflow.ai/api/v1/ws` (recommended, low latency) - **REST API**: `POST /api/v1/transcribe` (simpler, higher latency) - **Auth**: API key (backend) or access token (client-side) - **Audio format**: 16kHz mono PCM preferred - **Context awareness**: Understands code, CLI commands, dev jargon - **Platforms**: Mac, Windows, iOS, browser API ## Error Handling | Error | Cause | Solution | |-------|-------|----------| | `401 Unauthorized` | Invalid key | Check at wisprflow.ai/developers | | WebSocket closed | Network issue | Reconnect with backoff | | Poor accuracy | Wrong context | Set context to 'programming' for code | ## Resources - [Wispr Flow Developers](https://wisprflow.ai/developers) - [API Docs](https://api-docs.wisprflow.ai/introduction) - [WebSocket Quickstart](https://api-docs.wisprflow.ai/websocket_quickstart) ## Next Steps See related Wispr Flow skills for more patterns.