--- title: "研究与知识 - 工作流专栏 | 思行致远" canonical: "https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/" dateModified: "2026-09-14T19:22:44+08:00" --- 打开 AI·外脑目录 AI·外脑 [返回专栏首页](https://siyuanailab.com/knowledge/) × 站内搜索 ⌕ 主要栏目 - [AI 核心概念](https://siyuanailab.com/knowledge/ai-core/) - [工作流](https://siyuanailab.com/knowledge/workflows/) - [工具配置与选型](https://siyuanailab.com/knowledge/toolkits/) - [信源与标准](https://siyuanailab.com/knowledge/sources/) - [场景案例 待开发](https://siyuanailab.com/knowledge/scenarios/) - [职业与能力](https://siyuanailab.com/knowledge/career/) 专题 - [从这里开始](https://siyuanailab.com/knowledge/start/) - [获取与安装](https://siyuanailab.com/knowledge/install/) - [建设日志](https://siyuanailab.com/knowledge/ops/) [工作流子目录](https://siyuanailab.com/knowledge/workflows/) 基础设施层 - [浏览器自动化 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/browser-automation/) - [MCP 工具 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/mcp-tools/) - [文件系统与本地执行 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/filesystem-local/) - [API 网关与工具路由 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/api-tool-routing/) Skill 生产线 - [目标明确 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/goal-definition/) - [Skill 设计 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/skill-design/) - [代码实现 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/) - [测试评估 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/testing-evaluation/) Skill 参考库 - [写作与内容 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/writing-content/) - [研究与知识 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/) - [WF-046 研究与知识参考：arxiv sanity bot](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-arxiv-sanity-bot/) - [WF-047 研究与知识参考：headroom](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-headroom/) - [WF-048 研究与知识参考：knowledge base builder](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-knowledge-base-builder/) - [WF-049 研究与知识参考：llmwiki](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-llmwiki/) - [WF-050 研究与知识参考：paper2md](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-paper2md/) - [沟通与协作 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/communication-collaboration/) - [产品与项目 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/product-project/) - [数据与分析 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/) - [创意与设计 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/creative-design/) - [商业与营销 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/business-marketing/) Agent Building 只收录有多步工作流、工作标准、Loop、Harness、工具链或通信机制的真 Agent；不收纯 persona、profile、curated list 或只有 system prompt 的仓库。 - [多 Agent 框架 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/multi-agent-frameworks/) - [工作流编排 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/workflow-orchestration/) - [Sub-agent 模式 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/sub-agent-patterns/) - [Harness 与评估 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/harness-evaluation/) Skill 参考库 · Research & Knowledge # 研究与知识 网页摘要、论文阅读、知识库构建、标签化和资料归档。 当前公开卡片 5 张 研究与知识词条列表 | 编号 | 词条 | 英文名 | 一句话摘要 | 标签 | | --- | --- | --- | --- | --- | | WF-046 | [研究与知识参考：arxiv sanity bot](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-arxiv-sanity-bot/) | arxiv-sanity-bot | 一个定时抓取 AI/ML 热门论文、排序、总结、提取首图并发布到 X 的 GitHub Actions bot。 | 研究知识库摘要 | | WF-047 | [研究与知识参考：headroom](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-headroom/) | headroom | 一个本地优先的 Agent 上下文压缩层，在工具输出、日志、RAG chunk 和文件进入 LLM 前做内容感知压缩，并可按需找回原文。 | 研究知识库摘要 | | WF-048 | [研究与知识参考：knowledge base builder](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-knowledge-base-builder/) | knowledge-base-builder | 一个 Python 包和 CLI，把网页、PDF、GitHub、YouTube、arXiv、RSS、Notebook、PPT 等多源材料抽取并合并成 Markdown、llms.txt 或 chunks。 | 研究知识库摘要 | | WF-049 | [研究与知识参考：llmwiki](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-llmwiki/) | llmwiki | 一个 VS Code 扩展和 MCP Server，让 LLM 维护 `.wiki/raw -> wiki -> index/log` 的持久 Markdown 知识库。 | 研究知识库摘要 | | WF-050 | [研究与知识参考：paper2md](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/skill-library-research-paper2md/) | paper2md | 一个把学术 PDF 批量抽取、分块总结并汇总成结构化 Markdown 的论文上下文生成工具。 | 研究知识库摘要 |