菜单
Use when the user wants to verify citations in AI-generated or human-written text against the local knowledge base and catch hallucinated, wrong, or missing references.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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 | citation-check |
| description | Use when the user wants to verify citations in AI-generated or human-written text against the local knowledge base and catch hallucinated, wrong, or missing references. |
检查文本中的引用是否真实、准确，防止 AI 幻觉引用和元数据错误。
重要背景：AI 生成的学术文本中约 40% 的引用可能是幻觉（编造的论文、张冠李戴、元数据拼凑）。即使是人类写的文本也常有年份/期刊名错误。本 skill 的目标是在投稿前消灭所有引用问题。
# 检查文件中的引用
scholaraio citation-check <file>
# 在工作区范围内验证
scholaraio citation-check <file> --ws <workspace-name>
# 从 stdin 读取
cat draft.md | scholaraio citation-check
CLI 自动提取 author-year 格式的引用（Author (Year)、(Author, Year)、Author & Author (Year)、Author et al. (Year) 等），在本地知识库中搜索匹配，输出每条引用的验证状态：
| 状态 | 含义 |
|---|---|
| VERIFIED | 本地库有唯一匹配，作者+年份一致 |
| AMBIGUOUS | 本地库有多条匹配，需人工确认 |
| NOT_IN_LIBRARY | 本地库中无此论文 |
对于 AMBIGUOUS 和 NOT_IN_LIBRARY 的结果，可进一步执行手动深度验证（见下文）。
用户提供待检查的文本（粘贴、文件路径、或指定 workspace 中的草稿文件）。 如有 workspace，优先在工作区范围内验证。
CLI 完成初步筛查后，对问题引用执行更细致的检查：
scholaraio search-author "<Author>" --limit 5
scholaraio usearch "<关键词 from title>" --limit 5
在本地库中找到匹配论文后，核对：作者名、年份、标题、期刊是否一致。
如果本地库有匹配，读取 meta.json 中的 DOI 和详细元数据交叉比对。 如果本地库无匹配，提醒用户——该引用不在工作区/知识库中。
对于关键引用（支撑核心论点的），加载 L2-L3 检查：
scholaraio show <paper-id> --layer 3
验证：文本中对该论文的描述是否与论文实际内容一致？是否存在过度解读或断章取义？
用户说："帮我检查这段文字里的引用是否正确"
→ 先运行 scholaraio citation-check <file>，再对问题引用逐条深入验证
用户说："检查 workspace/my-paper/introduction.md 里的引用"
→ 运行 scholaraio citation-check workspace/my-paper/introduction.md --ws my-paper