ArXiv Watcher:AI 研究搜索与总结 - Openclaw Skills

作者:互联网

2026-04-07

AI教程

什么是 ArXiv Watcher?

ArXiv Watcher 是一款专为桥接学术研究与实践见解而设计的专业工具。通过直接与 ArXiv API 交互,它允许用户针对人工智能、物理学和计算机科学等类别搜索最新的科学论文。对于任何使用 Openclaw Skills 构建稳健、自动化知识管理系统的人来说,这项技能都是必不可少的。

该技能不仅限于简单的搜索,它还提供摘要的简洁总结并维护结构化的发现历史。它使开发人员和研究人员能够通过在代理驱动的环境中自动发现和记录新出版物,始终处于领域的最前沿。

下载入口:https://github.com/openclaw/skills/tree/main/skills/rubenfb23/arxiv-watcher-vigo

安装与下载

1. ClawHub CLI

从源直接安装技能的最快方式。

npx clawhub@latest install arxiv-watcher-vigo

2. 手动安装

将技能文件夹复制到以下位置之一

全局模式 ~/.openclaw/skills/ 工作区 /skills/

优先级:工作区 > 本地 > 内置

3. 提示词安装

将此提示词复制到 OpenClaw 即可自动安装。

请帮我使用 Clawhub 安装 arxiv-watcher-vigo。如果尚未安装 Clawhub,请先安装(npm i -g clawhub)。

ArXiv Watcher 应用场景

  • 追踪 LLM 推理或自主代理等特定领域的每日进展。
  • 使用 ArXiv ID 获取特定论文的详细总结和元数据。
  • 为学术或专业项目创建中心化、可搜索的研究日志。
  • 从研究 PDF 中提取深度见解,以支持复杂的决策制定。
ArXiv Watcher 工作原理
  1. 用户根据关键词、作者或特定论文 ID 发起研究请求。
  2. 该技能触发 bash 脚本查询 ArXiv API 并检索原始 XML 数据。
  3. 代理通过解析 XML 提取基本元数据,包括标题、作者、总结和 PDF 链接。
  4. 生成简洁的总结并呈现给用户以供即时审阅。
  5. 该技能会自动将发现结果追加到本地 memory 目录中的 Markdown 研究日志中,以便长期保存。

ArXiv Watcher 配置指南

要开始使用 Openclaw Skills 的这一组件,请确保搜索脚本具有执行权限并准备好 memory 目录。

# 使搜索脚本可执行
chmod +x scripts/search_arxiv.sh

# 确保 memory 目录存在以用于存放研究日志
mkdir -p memory

ArXiv Watcher 数据架构与分类体系

该技能将研究数据整理在位于 memory/RESEARCH_LOG.md 的持久文件中。数据结构如下:

属性 描述
日期 记录研究的时间戳。
标题 ArXiv 论文的全名。
作者 论文作者的完整列表。
链接 指向 ArXiv 摘要或 PDF 的直接 URL。
总结 突出论文核心贡献的 AI 生成总结。
name: arxiv-watcher
description: Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.

ArXiv Watcher

This skill interacts with the ArXiv API to find and summarize the latest research papers.

Capabilities

  • Search: Find papers by keyword, author, or category.
  • Summarize: Fetch the abstract and provide a concise summary.
  • Save to Memory: Automatically record summarized papers to memory/RESEARCH_LOG.md for long-term tracking.
  • Deep Dive: Use web_fetch on the PDF link to extract more details if requested.

Workflow

  1. Use scripts/search_arxiv.sh "" to get the XML results.
  2. Parse the XML (look for , </CODE>, <CODE><summary></CODE>, and <CODE><link title="pdf"></CODE>).</LI> <LI>Present the findings to the user.</LI> <LI><STRONG>MANDATORY</STRONG>: Append the title, authors, date, and summary of any paper discussed to <CODE>memory/RESEARCH_LOG.md</CODE>. Use the format:<PRE><CODE class=language-markdown>### [YYYY-MM-DD] TITLE_OF_PAPER - **Authors**: Author List - **Link**: ArXiv Link - **Summary**: Brief summary of the paper and its relevance. </CODE></PRE></LI></OL> <H2 id=examples>Examples</H2> <UL> <LI>"Busca los últimos papers sobre LLM reasoning en ArXiv."</LI> <LI>"Dime de qué trata el paper con ID 2512.08769."</LI> <LI>"Hazme un resumen de las novedades de hoy en ArXiv sobre agentes."</LI></UL> <H2 id=resources>Resources</H2> <UL> <LI><CODE>scripts/search_arxiv.sh</CODE>: Direct API access script.</LI></UL> </div> <div class="lastanext flexRow"> <a class="lastart flexRow" href="/wz/331425.html" ><span>上一篇:</span><span>skillsign:Openclaw 技能的加密签名工具</span></a> <a class="nextart flexRow" href="/wz/331427.html" ><span>下一篇:</span><span>Arbiter: 异步人工参与决策 - Openclaw Skills</span></a> </div> </div> <div class="dtl-xgtj"> <div class="jb-titles flexRow"> <div class="jbtle-left flexRow"><b></b><p>相关推荐</p></div> </div> <div class="tjlist flexRow"> <div class="tj-item "> <div class="tjitemd"> <div class="tjimd-top flexRow"> <a class="imdta flexRow" href="/wz/368812.html" > <img src="https://images.jiaoben.net/uploads/20260419/logo_69e44bc0065191.png" > </a> <div class="imdt-right flexColumn"> <a class="imdtra flexRow overflowclass" href="/wz/368812.html" >Claude Code 不只是会写代码:这 10 个 Skills,才是效率分水岭</a> <a class="imdtrap flexRow overflowclass" href="/wz/368812.html" > AI测试不能套用传统流程:接口通、问答对≠功能可用。模型输出不稳定、离线评测与线上体验脱节、业务方反馈效果差——根源在于未将AI作为新型质量对象来系统管理。需建立覆盖原子能力、逻辑规划、环境自主、安全边界与成本监控的全栈测试标准。 </a> </div> </div> <div class="tjimd-down flexRow"> <div class="imdd-tab flexRow"> <p class="imddt-time flexRow"><b></b><span>2026-04-19</span></p> </div> <a href="/wz/368812.html" class="imdd-more flexRow flexcenter" >立即查看</a> </div> </div> </div> <div class="tj-item "> <div class="tjitemd"> <div class="tjimd-top flexRow"> <a class="imdta flexRow" href="/wz/368801.html" > <img src="https://images.jiaoben.net/uploads/20260419/logo_69e44ab03a37e1.png" > </a> <div class="imdt-right flexColumn"> <a class="imdtra flexRow overflowclass" href="/wz/368801.html" >RAG系统到底该怎么测试效果?AI知识库上线之后,真正难的是评估</a> <a class="imdtrap flexRow overflowclass" href="/wz/368801.html" > 本文深入剖析RAG系统落地的核心瓶颈——不是“如何接入”,而是“如何科学评估”。指出RAG作为组合式生成系统,需分检索、证据、答案、工程四层指标协同评估;强调测试必须回归工程化,覆盖离线回归与线上监控,实现问题可归因、优化可度量。持续评估能力正成为AI应用竞争新分水岭。 </a> </div> </div> <div class="tjimd-down flexRow"> <div class="imdd-tab flexRow"> <p class="imddt-time flexRow"><b></b><span>2026-04-19</span></p> </div> <a href="/wz/368801.html" class="imdd-more flexRow flexcenter" >立即查看</a> </div> </div> </div> <div class="tj-item "> <div class="tjitemd"> <div class="tjimd-top flexRow"> <a class="imdta flexRow" href="/wz/368792.html" > <img src="/jiaoben/image/noimg.png" > </a> <div class="imdt-right flexColumn"> <a class="imdtra flexRow overflowclass" href="/wz/368792.html" >AI伦理困境——算法偏见、隐私边界与监管博弈</a> <a class="imdtrap flexRow overflowclass" href="/wz/368792.html" > 随着AI系统深入渗透到社会运行的各个环节,伦理问题已从学术讨论变为现实危机。 </a> </div> </div> <div class="tjimd-down flexRow"> <div class="imdd-tab flexRow"> <p class="imddt-time flexRow"><b></b><span>2026-04-19</span></p> </div> <a href="/wz/368792.html" class="imdd-more flexRow flexcenter" >立即查看</a> </div> </div> </div> <div class="tj-item "> <div class="tjitemd"> <div class="tjimd-top flexRow"> <a class="imdta flexRow" href="/wz/368778.html" > <img src="https://images.jiaoben.net/uploads/20260419/logo_69e448d182a211.jpeg" > </a> <div class="imdt-right flexColumn"> <a class="imdtra flexRow overflowclass" href="/wz/368778.html" >Blackstone Office of the CIO</a> <a class="imdtrap flexRow overflowclass" href="/wz/368778.html" > ? 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