Voice is only the first hop.

Run a request through the system named in the source: speech recognition, LLM reasoning, voice generation, tools, and automation. Predict the consequence before you send the token.

Goal: distinguish a spoken reply from an agent that can safely complete a task.
Prediction required
Choose whether the request is ready to act, then launch it.
Pipeline: Listen -> Think -> Talk -> Act
Keyboard: Space run, R reset
Recognized intent--
Reasoning confidence--
Action statusWaiting
Mastery0 / 2

Why the state changes

A voice agent needs more than text-to-speech. Recognition supplies an input, reasoning chooses the next step, voice generation communicates a response, and tools plus automation can change something outside the conversation.

Transfer challenge

A caller says “Cancel my appointment.” Which dependency makes the cancellation real rather than merely spoken?

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