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The judgment calls between the agent loop and the Adapter/client layer, as typed, inspectable decisions instead of control flow scattered across skill instructions and the CLI: which offer to pick (OfferRanking), hand off vs. keep going (EscalationPolicy), whether a result is confident enough to act on unattended (ConfidenceGate), and a typed wrapper around Portage::Ucp::PolicyGuard (PolicyCheck). See docs/plans/system-one-decision-layer.md.
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