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Conduct thorough academic peer reviews with structured feedback using load_pdf and arxiv_to_prompt. Use when the user asks to review a paper, provide manuscript feedback, critique research, or write a referee report.
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
Core academic workspace tools: LaTeX compilation, Jupyter execution, PDF loading, UI control, content updates, and arXiv paper conversion. Use when the user asks to compile LaTeX, run Python code, load PDFs, display data, or control workspace editors.
Read and analyze arXiv papers by fetching LaTeX source, listing sections, or extracting abstracts. Use when the user mentions arXiv, research papers, preprints, paper IDs like 2301.xxxxx, or wants to read academic publications.
List installed skills, search the skill registry, install new skills, and manage workspace extensions. Use when the user asks to find, install, list, or configure skills, or mentions skill registry, extensions, or workspace capabilities.
Verify proofs, check theorem correctness, and solve satisfiability problems using Lean 4, Coq, and Z3 SMT solver. Use when the user asks to prove theorems, verify mathematical proofs, check logical satisfiability, or work with proof assistants.
Browse trending papers, search by keyword, and get paper details from Hugging Face Papers. Use when the user wants to find ML research, asks about recent AI papers, trending models, or mentions Hugging Face Papers.
Compile LaTeX documents to PDF using pdflatex, xelatex, or lualatex with template support. Use when the user asks to compile .tex files, build a LaTeX document, generate PDF from LaTeX, or typeset an academic paper.
| name | peer-review |
| description | Conduct thorough academic peer reviews with structured feedback using load_pdf and arxiv_to_prompt. Use when the user asks to review a paper, provide manuscript feedback, critique research, or write a referee report. |
Conduct thorough academic peer reviews with structured, constructive feedback.
load_pdf - Load PDF papers in the workspace viewer (auto-switches to PDF reader)arxiv_to_prompt - Convert arXiv papers to readable text for analysisupdate_notes - Write review reports to the Notes editor[MAJOR] Section X, Page Y
Issue: [Clear description]
Impact: [Why this matters]
Suggestion: [How to address]
[MINOR] Section X
Observation: [Description]
Suggestion: [Improvement]
[QUESTION] Section X
The authors claim [X]. Could you clarify:
- [Specific question]
- [Related concern]
# Paper Review: [Title]
## Summary
[2-3 sentence overview]
## Strengths
1. [Strength with explanation]
2. [Strength with explanation]
## Weaknesses
### Major Issues
1. [Issue with suggestion]
### Minor Issues
1. [Issue with suggestion]
## Questions for Authors
1. [Question]
## Detailed Comments
[Section-by-section feedback]
## Recommendation
[ ] Accept
[ ] Minor Revision
[ ] Major Revision
[ ] Reject
Confidence: [1-5]
arxiv_to_prompt arxiv_id="2303.08774"
load_pdf source="/workspace/papers/submission.pdf"
update_notes content="<h1>Paper Review: [Title]</h1><h2>Summary</h2><p>...</p><h2>Strengths</h2><ol><li>...</li></ol><h2>Weaknesses</h2><h3>Major Issues</h3><ol><li>...</li></ol><h2>Recommendation</h2><p>Minor Revision — Confidence: 4/5</p>"