Engineering productivityskill
One-question-at-a-time intent extraction for agent-driven builds
Problem solved: Agent-driven build conversations turn into Q&A firehoses where the user can't tell what the agent now believes; a Q+GUESS+HYPOTHESIS+CONFIDENCE format makes the agent's state visible every turn and stops at 95% confidence.
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