Borrowing it
Nothing to install: this file belongs to ZimoLiao/scholaraio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ZimoLiao/scholaraio/main/.claude/skills/import/SKILL.mdgit clone --depth 1 https://github.com/ZimoLiao/scholaraioWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zimoliao/scholaraio/import)<a href="https://agentmods.dev/skills/zimoliao/scholaraio/import"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/import/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zimoliao/scholaraio/import"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/import.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.01232 |
| Opus 5 | $0.00020 | $0.00616 |
| Sonnet 5 | $0.00008 | $0.00246 |
| Haiku 4.5 | $0.00004 | $0.00123 |
Grade A, and why
import scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
导入外部文献管理工具数据 / 补充 PDF
支持从 Endnote / Zotero 批量导入，或为已入库论文补充/重拉 PDF（attach-pdf、fetch-pdf）。
Endnote 导入
支持 Endnote 导出的 XML 和 RIS 格式文件。
# 完整导入：元数据 + PDF 匹配 + MinerU 批量转换 + enrich (toc/l3/abstract) + embed + index
scholaraio import-endnote <file.xml>
# 多文件导入
scholaraio import-endnote file1.xml file2.ris
# 仅导入元数据和 PDF，跳过 MinerU 转换和 enrich
scholaraio import-endnote <file.xml> --no-convert
# 预览模式
scholaraio import-endnote <file.xml> --dry-run
# 离线模式
scholaraio import-endnote <file.xml> --no-api
PDF 自动匹配
对 Endnote XML 文件，自动解析 internal-pdf:// 链接，从 <library>.Data/PDF/ 目录匹配 PDF：
- 多个 PDF 时自动排除 SI/补充材料
- 默认通过 MinerU 批量转换为 paper.md
导入后自动处理
默认行为（不带 --no-convert）下，导入完成后自动执行完整 pipeline：
- 批量 PDF→MD：云端模式使用
convert_pdfs_cloud_batch()批量转换（批次大小由config.yamlingest.mineru_batch_size控制，默认 20） - Abstract 补全：从 markdown 中提取缺失的摘要
- TOC + L3 提取：LLM 提取目录结构和结论段
- Embed + Index：更新语义向量和全文索引
使用 --no-convert 跳过以上全部后处理（仅导入元数据 + PDF 复制 + embed + index）。
Zotero 导入
支持 Web API 和本地 SQLite 两种模式。
Web API 模式
# 列出 collections
scholaraio import-zotero --api-key KEY --library-id ID --list-collections
# 完整导入
scholaraio import-zotero --api-key KEY --library-id ID
# 仅导入指定 collection
scholaraio import-zotero --api-key KEY --library-id ID --collection COLLECTION_KEY
# 导入后将 collections 创建为工作区
scholaraio import-zotero --api-key KEY --library-id ID --import-collections
本地 SQLite 模式
scholaraio import-zotero --local /path/to/zotero.sqlite
配置文件（可选）
在 config.local.yaml 中配置 Zotero 凭据：
zotero:
api_key: "your-zotero-api-key"
library_id: "your-library-id"
补充 PDF（单篇）
已有本地 PDF 文件时：
scholaraio attach-pdf <paper-id> <path/to/paper.pdf> [--force]
自动把原始 PDF 保存到论文目录中（与 paper.md 同级，使用论文目录同名 stem），调用 MinerU 转换 PDF → markdown，补全缺失的 abstract，增量更新 embed + index。若目标目录已有 canonical PDF，默认拒绝覆盖；确认要替换时使用 --force。
当前网络环境有正版访问权限、希望从出版社页面或 DOI 拉取 PDF 时：
# 拉取新论文 PDF 到 configured inbox；校园网直连时加 --direct 可绕过代理环境变量
scholaraio fetch-pdf 10.xxxx/example --direct
# 拉取后立刻走普通论文入库流程
scholaraio fetch-pdf 10.xxxx/example --direct --ingest
# 为已入库单篇论文重新拉取 canonical PDF；已有 PDF 时需要 --force
scholaraio fetch-pdf --paper <paper-id> --direct --force
# 为指定多篇论文批量重新拉取 PDF
scholaraio fetch-pdf --paper <paper-id-1> <paper-id-2> --direct --force
# 批量为全库论文重新拉取 PDF
scholaraio fetch-pdf --all --direct --force
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 126 lines · 40 tokens per session scan A a7448a7e7e38
import is a skill published in the GitHub repository ZimoLiao/scholaraio (570 stars, last pushed 9d ago), licensed MIT. It adds 40 tokens to every session and 1,232 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
infrastructure-validation
Skill for the validation infrastructure module providing PDF validation, markdown validation, output integrity checks, link verification, documentation audits, issue categorization, and repository scanning. Use when validating research outputs, checking document quality, running audits, or verifying cross-references.
infrastructure-steganography
Skill for the steganography infrastructure module providing QR code generation with dynamic mailto links, hash manifests, metadata payloads, and document-wide overlay processing. Use this module to insert opt-in cryptographic and steganographic provenance data onto PDFs.
template-pitch-deck
Pitch-deck generation exemplar — short/medium/long PDF+PPTX decks from one token-resolved, diligence-cited content source.
template-validation-quality
Run validation CLI, prerender, markdown/PDF/integrity gates, and QA workflows for the Research Project Template. USE WHEN validate manuscript, check PDF for ?? refs, prerender gate, link checker, output integrity, or pre-commit validation — even without validationquality prompt.
template-storybook
Full-page illustrated storybook exemplar — symbolic shape-family characters, page-level raster scenes, text overlays, deterministic PDF assembly.
template-textbook
Modular fillable textbook scaffold — parts/chapters/labs/question banks from config.yaml, auto-numbering, deterministic figures, structural contract enforcement.