以挑战为中心的多跳 RAG 研究枢纽:五类挑战分类法、208 篇文献综述快照,以及七篇综述参考库。Research hub for challenge-centered multi-hop RAG: five-challenge taxonomy, 208-work review snapshot, and seven-survey reference library.
仓库/Skill 库
242 个 · 库
基于 Codex CLI、MCP 与 AppServer 协议的 Swift 原生接口。Swift-native interfaces backed by Codex CLI, MCP, and AppServer protocols.
美国国会图书馆(Library of Congress)MCP server:检索扫描报纸、浏览目录、读取记录,无需 API key。MCP server for the Library of Congress. Search inside scanned newspapers, browse the catalogue, read records. No API key.
用于相关研究项目的统计分析脚本。Statistical analysis scripts used in the associated research project
用于将各类文档排版为 UGent 风格的 LaTeX 宏包。LaTeX package for typesetting various documents to UGent house style
IcePaw — 本地优先的 LLM 对话工作站。多 Agent 协作、工具调用、知识库、委派任务,数据全部留在本地(Tauri + Rust + Vue)
使用 OpenAI Python SDK 嵌入开发者工具文档并对查询匹配进行排序。Embed developer-tool documents and rank query matches with the OpenAI Python SDK.
Systematic Reviewer 是 Zotero 文献管理器的第三方扩展,专为系统综述与文本类研究分析设计,将文献集合转化为支持筛选、抽取、语义检索、报告撰写与可追溯研究流程的项目工作区Systematic Reviewer is built as a third-party extension for Zotero reference manager for systematic reviews and text-based research analysis, it turns a library collection into a project workspace for screening, extraction, semantic search, report development, and traceable research workflows.
六个 Claude skills,覆盖写作、配图、润色、投稿与修改 Q1 期刊文章的全流程——其中一个可端到端运行 systematic review。适用任何领域、任何研究设计;采用拦截式 gate 而非堆砌式 checklist。Six Claude skills for writing, illustrating, polishing, submitting, and revising Q1 journal articles — including one that runs a systematic review end to end. Any field, any research design; gates that stop rather than checklists that sprawl.
SwiftUI 原生 LaTeX 数学渲染,对 LLM 输出具有鲁棒性——支持分隔符归一化、流式渲染与自动主题适配SwiftUI-native LaTeX math rendering robust to LLM output — delimiter normalization, streaming support, and automatic theming
培养有效查找、评估和使用信息的技能。本课程指导你制定研究问题、选择关键词、检索图书馆资源、评估来源、获取可信信息,以及负责任地使用和引用来源以完成学术研究。Build the skills to find, evaluate, and use information effectively. This course guides you through developing research questions, choosing keywords, searching library resources, evaluating sources, accessing credible information, and using and citing sources responsibly for academic research.
适用于 macOS 的 local-first 语音+手势 AI 存在。唤醒词 → Whisper → 三层路由 → Claude Agent SDK + MCP,带有 kill switch、设备级 allowlist、声纹门控确认和完整的操作日志。Local-first voice + gesture AI presence for macOS. Wake word → Whisper → three-tier router → Claude Agent SDK + MCP, behind a kill switch, device-scoped allowlist, voiceprint-gated confirmation and a full action log.
SILVA Networks 是一个 Python 包,提供扩展的深度均衡层、定点求解器、隐式微分、结构化算子、诊断工具以及可复现研究 notebook。SILVA Networks is a Python package for extended deep equilibrium layers, fixed-point solvers, implicit differentiation, structured operators, diagnostics, and reproducible research notebooks.
🌐 使用 LangExtract 无缝从文本中提取语言,简化语言检测,为项目提供便捷且高准确率的增强。🌐 Extract languages from text seamlessly using LangExtract. Simplify language detection and enhance your projects with ease and accuracy.
Islam West Africa Collection 的 RDF 词汇表:面向 Omeka S 的 AI 处理溯源与按模型键控的情感标注属性RDF vocabulary for the Islam West Africa Collection: AI processing provenance and model-keyed sentiment annotation properties for Omeka S
Wenshu(文枢)— 面向人文社科研究的 AI 知识处理工作流:本地知识库 / RAG / 中文引文 / 理论谱系。AI knowledge workflow for humanities & social sciences: local knowledge base, RAG, citation (GB/T 7714), knowledge graph.
用于在 LLM 辅助工作中强制执行项目约定的 RETE 规则引擎。A RETE rules engine for durable enforcement of project conventions in LLM-assisted work.
可复用的 LuaLaTeX 类与宏包,用于构建统一的简历、CV、求职信及相关求职文档,适用于学术与非学术场景。Reusable LuaLaTeX classes and packages for building consistent résumés, CVs, cover letters, and related career documents for academic and non-academic applications.
🌐 利用多跳图推理结合知识图谱和向量搜索,挖掘隐藏的全球供应链风险,获得更深层洞察。🌐 Map hidden global supply chain risks with multi-hop graph reasoning combining knowledge graphs and vector search for deeper insights.