Watershed Function SFA · Berkeley Lab
A curator + harmonizer agent pair that turns heterogeneous DOE ESS-DIVE soil-moisture datasets into an analysis-ready schema, benchmarked against a domain expert with leave-one-out cross-validation and blind prospective evaluation.
Pre-results scaffold — manuscript & framework15-slide overview: motivation, the agent pair, design, metrics, positioning, and results placeholders. Figure 1 rendered live.
Figure 1The agent-pair pipeline, three evaluation modes, and the cell-by-cell output-equivalence endpoint. Also as .svg/.png.
Section-by-section status and how the drafts map onto the codebase.
Markdown files open as source on a plain static host. For rendered prose, read them on the repository page; the deck and figure are full HTML and render anywhere.