News Summary

• Paper Demo Agent reads a paper, classifies its contribution, routes it to a specialized skill, and generates one of 11 output formats across 4 top-level categories.
• The generator uses form-specific budgets.
• The UI includes:Most outputs are pure Python or HTML.Graphviz diagrams need the system dot binary:LaTeX / Beamer output needs a TeX distribution:You can also use the lower-level steps:run_from_pdf() is available for UI-style byte uploads.