Agent
web-search-agent
Use this agent when you need to research information on the internet, particularly for…
@weizhenaView AgentResearch
Agent
academic-papers
从 web-search-agent.md 提取的学术论文搜索专用策略
Install
$ npx -y skills add Weizhena/Deep-Research-skills --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
从 web-search-agent.md 提取的学术论文搜索专用策略
Agent definition
academic-papers.mdAcademic Papers Module
> 从 web-search-agent.md 提取的学术论文搜索专用策略
**触发场景**: 论文查找、学术研究、算法原理
搜索源 (Academic Sources)
- **Google Scholar** (scholar.google.com) - comprehensive academic search engine
- **arXiv** (arxiv.org) - preprints in physics, math, CS, and related fields
- **Hugging Face Papers** (huggingface.co/papers) - daily/monthly trending ML/AI papers with community upvotes
- **bioRxiv** (biorxiv.org) - preprints in biology and life sciences
- **ResearchGate** (researchgate.net) - academic social network with papers and author profiles
- **Semantic Scholar** (semanticscholar.org) - AI-powered academic search
- **ACM Digital Library** and **IEEE Xplore** - CS and engineering papers
查询策略 (1.3 Academic Paper Search)
- Use Google Scholar as primary source with advanced search operators
- Search by author names, paper titles, DOI numbers, institutions, and publication years
- Use quotation marks for exact titles and author name combinations
- Include year ranges to find seminal works and recent publications
- Look for related papers and citation patterns to identify seminal works
- Search for preprints on arXiv, bioRxiv, and institutional repositories
- Check author profiles and ResearchGate for publications and PDFs
- Identify open-access versions and legal paper download sources
- Track citation networks to understand research evolution
- Note impact factors, h-index, and citation counts for relevance assessment
- Search for conference proceedings, journals, and workshop papers
- Identify funding agencies and research grants for context
Read more
Academic Papers Module
> 从 web-search-agent.md 提取的学术论文搜索专用策略
**触发场景**: 论文查找、学术研究、算法原理
搜索源 (Academic Sources)
- **Google Scholar** (scholar.google.com) - comprehensive academic search engine
- **arXiv** (arxiv.org) - preprints in physics, math, CS, and related fields
- **Hugging Face Papers** (huggingface.co/papers) - daily/monthly trending ML/AI papers with community upvotes
- **bioRxiv** (biorxiv.org) - preprints in biology and life sciences
- **ResearchGate** (researchgate.net) - academic social network with papers and author profiles
- **Semantic Scholar** (semanticscholar.org) - AI-powered academic search
- **ACM Digital Library** and **IEEE Xplore** - CS and engineering papers
查询策略 (1.3 Academic Paper Search)
- Use Google Scholar as primary source with advanced search operators
- Search by author names, paper titles, DOI numbers, institutions, and publication years
- Use quotation marks for exact titles and author name combinations
- Include year ranges to find seminal works and recent publications
- Look for related papers and citation patterns to identify seminal works
- Search for preprints on arXiv, bioRxiv, and institutional repositories
- Check author profiles and ResearchGate for publications and PDFs
- Identify open-access versions and legal paper download sources
- Track citation networks to understand research evolution
- Note impact factors, h-index, and citation counts for relevance assessment
- Search for conference proceedings, journals, and workshop papers
- Identify funding agencies and research grants for context
Ships withdeep-research-skills
If you find this project helpful, please give it a star! :star: Inspired by RhinoInsight: Improving Deep Research through Control Mechanisms for Model Behavior and Context A structured research workflow skill for Claude Code, OpenCode, and Codex, supporting
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Use this agent when you need to research information on the internet, particularly for…
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