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Use when the user asks about highly cited papers, citation rankings, or updating citation counts from external APIs.
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
Use when the user wants to install, configure, diagnose, or troubleshoot ScholarAIO, including setup check, dependency status, API keys, and bilingual setup flow.
Use when the user explicitly asks for Nature Skills, nature-skills, Nature style, Nature-style, Nature Communications, Nature-family, CNS, high-impact journal, or Springer Nature workflows, including Nature figure work, polishing, writing, reviewer critique, high-impact journal major revision response, Nature/CNS citations, Nature data-sharing workflows, paper readers, reviewer response, paper-to-PPT, submission checklist, or Nature-specific academic-search workflows.
Use when the user wants to rebuild or refresh ScholarAIO keyword, full-text, FTS5, FAISS, or semantic search indexes after data or metadata changes.
Use when the user wants to find academic papers, search the local library, run keyword or semantic search, search by author, explore topics, or federate across library, explore databases, and arXiv.
Use when the user wants to import papers from Endnote XML/RIS, Zotero Web API or local SQLite, attach PDFs, match PDFs to records, or supplement records with PDF content.
Use when the user wants to process new papers, patents, theses, documents, or proceedings from inbox queues into the knowledge base, run the ingest pipeline, or rebuild indexes.
| name | citations |
| description | Use when the user asks about highly cited papers, citation rankings, or updating citation counts from external APIs. |
查看高引论文排行，或补查论文引用量数据。
scholaraio top-cited [--limit N] [--year RANGE] [--journal NAME] [--type TYPE]
# 补查所有缺失引用量的论文
scholaraio refetch --all
# 强制重查所有
scholaraio refetch --all --force
# 加速并发（默认 5）
scholaraio refetch --all -j 10
# 补查单篇
scholaraio refetch "<paper-id>"
用户说："哪些论文引用最多"
→ 执行 top-cited --limit 20
用户说："看看流体力学期刊的高引论文"
→ 执行 top-cited --journal "Fluid Mech"
用户说："帮我补查引用量"
→ 执行 refetch --all
用户说："2020 年以后的综述文章排行"
→ 执行 top-cited --year 2020- --type review