Use when conducting systematic research from web or academic sources. Use when the user asks to research a topic, search for information, gather knowledge, build a knowledge base, or needs structured research output with provenance tracking and HLS…
Use when extracting and analyzing academic papers from PDF or LaTeX sources. Use when the user provides a paper, asks to analyze a paper, understand a paper's contributions, decompose a paper into HLS components, or needs a structured paper breakdown with…
Create and revise evidence-led academic presentations through an HTML/Tailwind authoring surface and PptxGenJS export. Use for conference talks, seminar presentations, research briefings, thesis or dissertation defenses, proposal defenses, paper-to-slides…
Use when analyzing a new paper to generate an overview figure, compare with the ground-truth original, and extract generalizable principles to strengthen the paper-plot skill. Use when the user provides a paper PDF and a reference PPTX in an example folder.
Use when generating or polishing figures for academic papers. Use when the user mentions drawing paper figures, making architecture diagrams, flowcharts, comparison tables, concept diagrams, data plots, or needs PPT-based figure generation.
Use when writing or polishing academic papers. Use when the user mentions writing a paper, system paper, AI paper, polishing a draft, academic writing, or needs hierarchical logic flow for consistency.
Use when the user wants reviewer feedback on a draft paper before submission, mentions paper review, reviewer simulation, PC review, or rebuttal preparation