high-signal-chart-workflow
Automated checks did not flag this template at publish. This is not a guarantee of safety, authorship, accuracy, or fitness for any task.Use when you have an idea for a data story and want a publication-quality chart back. The agent finds an authoritative public dataset, drafts three chart-type variants in parallel, picks the strongest, then iterates against deterministic design and overlap checks plus a design-rubric judge until the chart carries the story.
OutcomeA publication-quality chart (PNG plus the Python that produced it), backed by an authoritative dataset, vetted against deterministic design and overlap checks, and confirmed by a design-rubric judge to carry the data story.