Visualization and rich output

[laoliu5280]

We want to generate beautiful reports and blogs, not just raw markdown and PNGs.

Tasks

• Build a visualization module with standard chart types for common experiment patterns
• Create a blog/report generator that converts REPORT.md + figures into a styled HTML page
• Add experiment comparison view: side-by-side results across multiple runs of the same idea
• Add a progress view: see which phase is running, recent output, and figures generated so far

Research questions

• What visualizations best communicate research findings to different audiences?
• Can agents create publication-quality figures with minimal guidance?
• What is the right balance between automation and manual curation for beautiful output?