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October 2026 paper separating runtime human-agent interaction into routing, planning, design, and rendering. Inflak implements these layers as composable agent skills, letting task state determine when to request input and which generated interface to present.
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1. Explicit layer contracts: Separates task progression, interaction choices, widget specifications, and rendering through structured handoffs
2. Concrete implementation: Uses GitHub Copilot plugins and a web frontend, with 13 interaction paradigms and combined chat/canvas workflows
3. Extension evidence: Compares adding interactions through layered skills with a loosely structured implementation
4. Evaluation boundary: Measures layer compliance and latency on two host models; the technical evaluation does not assess final widget quality or demonstrate broad user benefit