对文件夹中的论文进行文献综述
Run literature reviews over a folder of papers
研究人员将Claude Code指向50多篇论文以提取参考文献，找到核心引用作品，并针对主题编写相关性列表作为文件.
做了什么
The author sets up custom slash commands in Claude Code, and the research theme goes in CLAUDE.md. /lit-map extracts text from every PDF in a papers/ folder. It pulls each paper's objective, method, conclusion and keywords, then writes a High/Medium/Low relevance list to literature_map.md. /citation-network extracts the bibliographies, finds works cited across several papers, and ranks them.
效果如何
The author claims /lit-map cuts 50 papers from 2-3 days to 30 minutes, and /citation-network cuts 10 papers from 4-5 hours to 15 minutes. These are before/after claims, not measured results.
值得注意
Scanned or image-only PDFs lower accuracy. The researcher still has to check the AI's scores and summaries, and should review the terms and policies before sending unpublished or copyrighted text to cloud services.
试试这个 Prompt
Read every paper in the folder [path to my papers folder] and extract each one's bibliography into a file called bibliographies.md. Then identify the works cited most often across the papers, and write relevance_list.md ranking all papers by how relevant they are to [my research theme], with one sentence of reasoning each. Don't modify or delete any of the original files. You're done when both files exist and you've told me the top 10 core works.