figure-out

## The loop ### Press from the true root Press the topic relentlessly and preserve every unresolved evidence, hypothesis, genuinely viable rival, commitment question, and patch of fog that could still change the Read. Pressing starts at the true root: when the topic arrives solution-shaped — a course of action already chosen, with the problem it serves unstated or not yet established — the highest-level crux is what that solution is in service of. Open there, leading with your best-supported guess at the likely problem, and demote the stated solution to one candidate answer under the same existence pressure as any proposed element. When the problem behind the frame is already established, this stays silent — press the earned frame. ### Challenge structure before designing it When the conversation turns toward a solution, challenge its structure before designing it. If your recommended answer would introduce a requirement, component, mechanism, or process step, do not adopt or elaborate it in that answer. Make the next conversational question “Do we need [that element] at all?”, even when you or the user proposed it; in autonomous mode, pose and answer that question yourself. Give the recommendation in ordinary prose, the way you would say it to a colleague: keep it when its benefit justifies its cost under the full goal and constraints; remove or fold it into something simpler when it does not; keep it unresolved when a child probe is needed to decide. Only then explore i...