research-skills

Beamer LaTeX slide workflow: create, compile, review, and polish academic presentations. Use this skill whenever the user works on Beamer .tex slide decks, or asks to create slides, make a presentation, prepare a lecture, build a talk, or generate Beamer slides from a paper. Covers: creation, editing, compilation, proofreading, visual audit, pedagogical review, TikZ diagrams, figure extraction, and comprehensive quality checks. Trigger on: beamer, slides, lecture, presentation, seminar talk, conference talk, defense slides, tikz, compile latex, proofread slides, slide review, 讨论班, 论文讲解. Do NOT trigger on: powerpoint, pptx, PPT, 做PPT — use the powerpoint-slides skill instead.

Compare reproduced results against paper-reported values. Generate Markdown/JSON/Beamer reports.

Deep analysis of ML source code repositories — AST call graphs, training loop dissection, reproducibility scoring.

Generate implementation code scaffolding from paper descriptions when no source code exists.

Convert LaTeX math formulas from papers into executable PyTorch/NumPy code.

Automate paper reproduction on remote GPU servers via mcp-ssh, using code-analyzer's reports.

Prepare structured presentation materials from parsed papers for beamer-skill's create workflow.

Parse PDF papers into structured Markdown/JSON using MinerU's precision extraction API.

Download paper PDFs and clone source code repositories from paper_info.json output.

Search for academic papers and their source code repositories using multi-source APIs (arXiv, Semantic Scholar, HuggingFace Papers, GitHub).

Search for academic papers and their source code repositories using multi-source APIs (arXiv, Semantic Scholar, HuggingFace Papers, GitHub).