A question moves through four stages:
- Classification. The question is mapped to one of 60 canonical categories, such as Strategic business decision, Ethical analysis or Planning.
- Panel composition. Standard uses the category's five routed roles. Fast uses a focused three-voice panel, Philosophical extends the routed panel with the Philosopher, and User Defined runs only the 2–10 voices selected by the user.
- Reasoning. Each personality writes its contribution under its assigned role or user-selected panel position.
- Synthesis. A final pass weighs the panel and produces a structured answer with confidence, residual uncertainty and a "cost of being wrong" note.
Synthesis is terminal. No new panel calls happen after synthesis — this prevents runaway loops and keeps cost predictable.

