feat: P3.7 paper figure auto-generation from solver CSVs#6
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Mola-maker merged 1 commit intomainfrom Apr 20, 2026
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Add PaperFiguresAgent that scans vol/outputs/*.csv and renders publication-ready figures into vol/outputs/figures/ using a deterministic template library (no LLM dependency): - line trend (time-series columns) - scatter (2+ numeric columns) - bar (categorical × numeric) - histogram (distribution of first numeric) - correlation (3+ numeric → corr heatmap) - residual (y_true / y_pred pair → residual + QQ) Wired as PhaseSpec name="P3.7" between P3.5 and P4 with on_error="skip" — the pipeline continues even if outputs are empty or unparseable. Manifest written to ctx.modeling.paper_figures so writing_agent can reference figures by filename. Smoke-tested with synthetic CSVs covering all 6 templates and the empty-input skip path.
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Add PaperFiguresAgent that scans vol/outputs/*.csv and renders publication-ready figures into vol/outputs/figures/ using a deterministic template library (no LLM dependency):
Wired as PhaseSpec name="P3.7" between P3.5 and P4 with on_error="skip" — the pipeline continues even if outputs are empty or unparseable.
Manifest written to ctx.modeling.paper_figures so writing_agent can reference figures by filename.
Smoke-tested with synthetic CSVs covering all 6 templates and the empty-input skip path.