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Download paper PDFs and clone source code repositories from paper_info.json output.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
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.
| name | paper-downloader |
| description | Download paper PDFs and clone source code repositories from paper_info.json output. |
Download paper PDFs and clone associated source code repositories. This is the second step in the paper reproduction pipeline, following paper-finder.
Run paper-finder first if needed:
python skills/paper-finder/scripts/search_paper.py "<query>" --output workspace/paper_info.json
python skills/paper-downloader/download_paper.py workspace/paper_info.json
Options:
--allow-scihub — Enable Sci-Hub as fallback PDF source--clone-depth 0 — Full git clone (default: shallow clone)--skip-code — Only download PDF--skip-pdf — Only clone code-o <dir> — Custom output directoryCheck workspace/<paper-slug>/download_report.json for:
Tell the user:
requests librarygit command-line tool