360 Secure SkillHub
360 安全技能中心

Cloudsway Academic Search

通过 Cloudsway 学术搜索接口按主题查找论文和研究资料，可设置结果数量、时间范围与内容提取，适合文献综述和概念查证；不用于下载付费全文或引用格式化。

MINGZZZ918
MINGZZZ918
热度 21.69
最近更新 2026-03-20 21:41:48
分类：搜索依赖：代码执行 / 第三方 API应用场景：研究 / 概念解释 / 摘要总结

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add cloudsway-academic-search
Metadata
name
cloudsway-academic-search
description
Academic & research search for AI agents. Use when: user asks about papers, studies, research, scientific literature, academic topics. Best for literature review, finding citations, technical concepts. NOT for: downloading paywalled PDFs, citation formatting.
homepage
https://www.cloudsway.ai
metadata
{"openclaw":{"emoji":"🎓","tags":["search","academic","research","paper","science","arxiv","google-scholar-alternative","literature-review"],"requires":{"env":["CLOUDSWAYS_AK"],"bins":["curl","jq"]}}}

Cloudsway Academic Search

🎓 Research & academic search for AI agents — Find papers, studies, and scientific literature.

Google Scholar alternative with smart content extraction.

When to Use

✅ USE this skill when:

  • "查一下 xxx 的研究" / "research on xxx"
  • "有什么关于 xxx 的论文" / "papers about xxx"
  • "xxx 最新研究进展" / "latest research on xxx"
  • Literature review
  • Finding academic sources
  • Technical concept explanation
  • Scientific study summaries

❌ DON'T use this skill when:

  • Download full paywalled papers
  • Citation formatting
  • Paper submission

Setup

  1. Get free API key: https://www.cloudsway.ai
  2. Set env: export CLOUDSWAYS_AK="your-key"

Usage

Find papers:

./scripts/search.sh '{"q": "transformer architecture paper", "count": 20}'

Recent research:

./scripts/search.sh '{"q": "LLM alignment 2026 research", "freshness": "Month", "count": 30, "enableContent": true, "mainText": true}'

Literature review:

./scripts/search.sh '{"q": "federated learning survey", "count": 30, "enableContent": true, "mainText": true}'

Query Tips

Use Case Query Pattern
Find papers "{topic} research paper"
Recent work "{topic} 2026 study"
Survey "{topic} survey" / "{topic} literature review"
Technical "{concept} explained"

Parameters

Param Recommended Notes
count 20-30 More results for comprehensive review
freshness Month or omit Research moves slower than news
enableContent true Get abstracts
mainText true Key findings

Links