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

• 🔑 Get API Key: https://www.cloudsway.ai
• 📖 Docs: https://www.cloudsway.ai/docs