academic-papers
从 web-search-agent.md 提取的学术论文搜索专用策略
$ npx -y skills add lornshrimp/Lorn.NovelWriteSkills --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
一个面向长篇网文 / 小说创作工作流的 AI 写作资产库。它不是“随手堆提示词”的仓库，而是一套围绕 题材设计 → 大纲搭建 → 章节创作 → 审阅润色 → 多平台改写 → 质量门禁 → 分发落盘 搭起来的可复用写作系统。 这个项目主要使用 Markdown 形式组织： 通用 Skill 能力本体 题材包装层 Skill 执行型 Prompt / SOP 局部 Instructions 写作期维护脚本 如果你希望把 AI
Repo: lornshrimp/Lorn.NovelWriteSkills
Other agents on lornnovelwriteskills.
- web-search-agent
小说创作深度研究搜索代理。专门为小说写作从互联网搜集创作可用的真实信息——包括题材趋势、平台生态、专业知识、场景细节、人物原型、写作技法、读者反馈等。擅长跨平台、跨社区、跨语言的多维度搜索与信息综合。不应只停留在表面搜索结果，而要深入挖掘对创作者有实际价值的具体细节。
Open agent - general-web
从 web-search-agent.md 提取的通用网页搜索策略
Open agent - novel-platforms
- 题材趋势研究：某平台某题材的热度、头部作品、新作动态 - 平台生态研究：读者画像、推荐机制、签约标准、流量规则 - 竞对作品信息搜集：榜单数据、作品数据、读者反馈代理信号
Open agent - reader-insights
- 读者/市场研究：读者偏好、付费习惯、阅读场景、弃书原因 - 题材趋势研究：读者口味迁移、热门元素演变 - 平台生态研究：各平台读者画像差异 - 写作技法研究：从读者反馈中反推有效技法
Open agent - real-world-knowledge
- 专业知识研究：某种职业、技术、程序、科学原理的真实细节 - 场景/环境研究：真实地点、时代、建筑、城市空间的特征 - 人物原型研究：某类人群的真实行为、语言、心理特征 - 故事设定研究：需要真实知识支撑的虚构设定
Open agent - writing-community
- 写作技法研究：创作方法论、技巧讨论、经验分享 - 题材趋势研究：作者群体的创作动向、热门选题讨论 - 平台生态研究：作者对各平台的口碑、签约体验、收入分享 - 读者洞察：作者视角的读者反馈分析
Open agent