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Use when the user wants to normalize paper directory names to Author-Year-Title format after metadata correction or audit cleanup.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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 | rename |
| description | Use when the user wants to normalize paper directory names to Author-Year-Title format after metadata correction or audit cleanup. |
根据 JSON 元数据规范化论文文件名（Author-Year-Title 格式）。
判断用户意图：
执行命令：
预览全部重命名：
scholaraio rename --all --dry-run
执行全部重命名：
scholaraio rename --all
重命名单篇论文：
scholaraio rename <paper-id>
scholaraio pipeline reindex
用户说："帮我把论文文件名整理一下"
→ 先执行 rename --all --dry-run 预览，确认后执行 rename --all