nature-reader
创建双语论文阅读器
当翻译、图表、图注和来源位置相互分离时,研究论文会很难研读。此技能会创建一个完整的 Markdown 阅读产物,包含原文、中文翻译、视觉资源和可追溯锚点。
使用我的智能体安装
将此请求复制给你的智能体,其中包含权威 Skill 页面和清单。
Review the Skillstore skill "nature-reader" from https://skillstore.io/skills/yuan1z0825-nature-reader.md and its manifest at https://skillstore.io/api/skills/yuan1z0825-nature-reader/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.你的智能体仍应展示其计划,并按安全策略请求必要确认。
Agent 可读资源
当 AI Agent、爬虫或脚本需要干净上下文,而不是读取完整页面时,请使用这些链接。
测试它
正在使用“nature-reader”。 一篇期刊文章的可选择文本 PDF。
预期结果:
一个 Markdown 阅读器,包含元数据、页面索引、对齐的原文和中文段落、图表卡片、图注、来源锚点和翻译备注。
正在使用“nature-reader”。 一篇包含多张低质量图表的扫描版会议论文。
预期结果:
一个双语阅读器草稿,标注 OCR 不确定性,包含可用的图表裁剪,并记录无法验证的页面或视觉内容。
正在使用“nature-reader”。 一篇只能访问摘要的论文 DOI。
预期结果:
一个基于已确认摘要和元数据的阅读器草稿,并明确注明正文未被获取。
安全审计
安全Most static findings are false positives from Markdown code spans, Chinese evaluation text, and academic paper-reading prose. Three parent-directory references to shared files are confirmed because they direct the agent to read outside the skill package boundary. No evidence found for prompt injection, shell execution, encoded payloads, or system reconnaissance.
能力复核项 (3)
这些是真实的本地能力,对此技能可能是预期行为,因此需要复核,但不会按已确认恶意行为计分。
风险因素
📁 文件系统访问 (3)
分享与引用此报告
分享版本化评估报告、中性徽章、嵌入卡片和引用。Skillstore 只报告证据,不判断该 Skill 是否安全。
复制报告链接
https://skillstore.io/skills/yuan1z0825-nature-reader/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown 徽章
[](https://skillstore.io/skills/yuan1z0825-nature-reader?utm_source=security_passport_badge)HTML 徽章
<a href="https://skillstore.io/skills/yuan1z0825-nature-reader?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/yuan1z0825-nature-reader/security.svg" alt="Skillstore security assessment" loading="lazy"></a>嵌入卡片
<iframe src="https://skillstore.io/embed/skills/yuan1z0825-nature-reader.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>学术引用 (APA · BibTeX · CFF)
APA 引用
Community contribution, refactored into static/dynamic layers. (2026). nature-reader security audit report (audit version 4) [Author version 2.0.0]. Skillstore. https://skillstore.io/skills/yuan1z0825-nature-reader/audits/4BibTeX 引用
@techreport{community-contribution-refactored-into-static-dynamic-layers-yuan1z0825-nature-reader-2026,
author = {Community contribution, refactored into static/dynamic layers},
title = {nature-reader security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/yuan1z0825-nature-reader/audits/4},
note = {Author version 2.0.0}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "nature-reader security audit report (audit version 4)"
version: "2.0.0"
type: report
authors:
- name: "Community contribution, refactored into static/dynamic layers"
date-released: "2026-07-08"
url: "https://skillstore.io/skills/yuan1z0825-nature-reader/audits/4"
identifiers:
- type: other
value: "skillstore:yuan1z0825-nature-reader:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore 评分
评分依据 证据置信度: 高你能构建什么
翻译研究论文
将用户提供的 PDF 转换为完整的中英 Markdown 阅读器,包含段落对齐和来源锚点。
结合上下文研读图表
将裁剪后的图和表放在首次实质性解释它们的译文附近,并附上双语图注。
准备基于来源的笔记
创建一个可追溯的阅读产物,支持之后用页码、块 ID 和图表引用来回答问题。
试试这些提示
Use nature-reader on this PDF. Create paper.md with Original and Chinese pairs, source anchors, and notes for anything uncertain.
Translate this paper into a Chinese-English Markdown reader. Extract figures and tables into assets, keep bilingual captions, and place each visual near its first substantive mention.
Resolve this DOI or arXiv link first. If full text is available, build the full bilingual reader. If not, mark the missing sections clearly.
This is a scanned paper. Run OCR-aware extraction, create source_map.json, mark low-confidence text, crop figures, and prepare grounded follow-up citations by page and block ID.
最佳实践
- 请求全文翻译时,请提供 PDF 或合法的开放访问链接。
- 当论文很长、为扫描版或仅部分可用时,请请求草稿模式。
- 在依赖 OCR 较多的段落或图表裁剪之前,请查看 translation_notes.md。
避免
- 如果你只需要简短摘要或引文查询,请不要使用它。
- 不要要求它编造缺失的章节、图表或页码。
- 当本地产物是更安全的输出方式时,不要将受限全文粘贴到聊天中。