Analyze a notebook deterministically, without the LLM

The machine-extracted structure alone: parameter candidates, the parameter-cell verdict, capturable variables, kernelspec presence. The upload page calls this the moment a notebook is selected — its wizard does not advance until the parameter cell is settled, so the verdict cannot wait for an LLM round-trip. The prose suggestion endpoints run separately, once the cell is settled.