仓库/Skill 库

文档驱动的文献综述流水线，包含反幻觉验证阶段（基于 OpenAlex/Crossref/Semantic Scholar 进行确认或剔除）。Document-driven literature-review pipeline with an anti-hallucination verification stage (confirm-or-drop against OpenAlex/Crossref/Semantic Scholar).

Zotero 9 的 AI 插件研究助手：与文献库对话、运行联邦学术搜索、RAG、OCR、系统综述，管理云存储，含独立 MCP、Agent 能力及 skills 库。Zotero AI plugin Research assistant for Zotero 9. Chat with your library, run federated scholarly search, RAG, OCR, systematic reviews, and manage cloud storage. Includes standalone MCP, Agentic capabilities, and skills library.

LitLLM：面向科学文献综述的工具包。LitLLM: A Toolkit for Scientific Literature Review

通过可视化让文献综述更轻松。Literature Review Made Easy with Visualization

开源研究管道 —— 文献综述、新颖性生成、引用验证与对抗性审查 | Open-source research pipeline — literature review, novelty generation, citation verification, and adversarial review.

面向 Agent 的 Semantic Scholar API 封装 — 搜索 2 亿+ 论文、遍历引用、查找作者。Python 实现，带速率限制，支持多 Agent。Semantic Scholar API wrapper for agents — search 200M+ papers, traverse citations, find authors. Python, rate-limited, multi-agent.

关于"Hierarchical Decision-Making for Autonomous Driving"实现的丰富文献综述与讨论Rich literature review and discussion on the implementation of "Hierarchical Decision-Making for Autonomous Driving"

端到端 AI 文献综述自动化：抓取、筛选、下载、多智能体评审与报告生成End-to-end AI literature review automation: crawl, screen, download, multi-agent review, and report generation

面向持续论证技巧的学术写作助手Academic Writing Assistant for Continuous Argumentation Technique

双模式 AI 研究工作空间：DeepSearch 在约 2 分钟内将查询转化为带引用的网络报告；Research Mode 运行 25 个 Agent 的流水线，撰写完整学术论文（含 PRISMA 流程图、经核验的引用，导出 PDF/DOCX）；设有 4 个人机协同检查点；基于 LangGraph、FastAPI 与任意 OpenAI 兼容 LLM 构建AI research workspace with two modes — DeepSearch turns a query into a cited web report in ~2 min; Research Mode runs a 25-agent pipeline that writes a full academic paper (PRISMA diagram, verified citations, PDF/DOCX export). 4 human-in-the-loop checkpoints. Built with LangGraph, FastAPI, and any OpenAI-compatible LLM.

OpalaTex：你的本地学术生产工作室。按需借助 AI 生成论文、课程、教程与演示文稿，按实际用量付费，同时完全掌控数据。OpalaTex: your local academic production studio Create papers, classes, tutorials, and presentations with AI when you need it, paying for real usage while keeping control of your data.

面向学术研究的 Skill 市场：覆盖项目管理、文献综述、绘图制作以及报告与基金申请书撰写。A skill marketplace for academic research: from project management to literature review, making figures and writing reports and grants.

用于哲学领域的高准确度、覆盖全面的文献综述多 Agent 工作流Multi-agent workflow for accurate and comprehensive literature reviews in philosophy

论文输入，灵感输出。从 2.5 亿+ 学术论文中生成研究、产品或功能创意。Papers in, ideas out. Generate research, product, or feature ideas from 250M+ academic papers.

Literature-fetching & citation-auditing skill for LLM agents (Claude/Codex) — 讓 AI 引用經得起追問:找文獻、查核引用真偽與支持度、文獻支撐寫作,防幻覺引用。

面向 PubMed 与多源生物医学研究的 MCP SDK v2 server，具备弹性搜索、全文获取、引用功能与多租户安全部署。MCP SDK v2 server for PubMed and multi-source biomedical research, with resilient search, full text, citations, and tenant-safe deployment.

开源、MIT 许可的食品、营养与农业科学研究技能，面向 Claude Code、Codex、MiniMax Agent、OpenClaw 与 Grok Build —— 支持多 Agent 文献/系统综述、期刊感知写作、同行评审、项目申请书、图表与可编辑 PPTX，并提供 150+ 期刊的作者指南。来自墨尔本大学 Food Science Group。Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, Codex, MiniMax Agent, OpenClaw & Grok Build — multi-agent literature/systematic review, journal-aware writing, peer review, proposals, figures & editable PPTX, plus author guidelines for 150+ journals. From the Food Science Group, Univ. of Melbourne.

面向学术研究的 Claude Code 插件：基于 MCP 的引用、实证完整性保障、系统综述、Zotero 操作及并行批评式的稿件修订Claude Code plugin for academic research: MCP-grounded citations, empirical integrity, systematic reviews, Zotero operations, and parallel-critic manuscript revision.

ASTRA 的 Agent 层 —— 面向可复现研究的专用 skills、工作流执行与 HPC/容器管理。Agentic layer for ASTRA — dedicated skills, workflow execution, and HPC/container management for reproducible research

可复现研究仓库的 GitHub 模板 —— 两层 Python 3.10+/uv monorepo，将通用基础设施与项目级代码分离，配有 pytest 覆盖率门禁（基础设施 60%、项目 90%）、16 阶段构建流水线、通过 pandoc/LaTeX 实现的 Markdown 转 PDF 渲染，以及 25 个标准示例。GitHub template for reproducible research repos — two-layer Python 3.10+/uv monorepo splitting generic infrastructure from per-project code, with pytest coverage gates (60% infra, 90% projects), a 16-stage build pipeline, markdown-to-PDF rendering via pandoc/LaTeX, and 25 canonical exemplars.

基于 AI 的学术同行评审助手。基于 LangGraph 构建，可核对引用与论点、标记无支撑断言、执行文献综述并推荐相关引用，帮助评审者与研究者更高效地评估严谨性AI-powered assistant for academic peer review. Built with LangGraph, this tool validates references against claims, flags unsupported assertions, performs literature reviews, and suggests relevant citations — helping reviewers and researchers assess rigor more efficiently.

BibGenie || 面向 Zotero 的 AI 研究 AgentBibGenie || AI Research Agent for Zotero

Semantic Scholar MCP server：提供 14 个类型化工具，覆盖论文检索、引用图谱、作者画像、推荐等，支持 PyPI/Docker。Semantic Scholar MCP server: 14 typed tools for paper search, citation graphs, author profiles, recommendations, PyPI/Docker.

紧凑型 Codex skill，涵盖比例化编码、测试、ML 验证与学术写作。A compact Codex skill for proportional coding, testing, ML validation, and academic writing.

🤖 面向智能体文献综述的最强开源 AI agent 工具精选清单 — 覆盖 11 个类别共 70+ 工具（Claude Code skill、深度研究、MCP server、PDF 解析、系统综述）。🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。

可审计的 MCP + 跨 Agent 框架，支持自主与人工引导的学术写作——从经验证的证据到已审校的 DOCX/PDF。Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from verified evidence to reviewed DOCX/PDF.

基于 Claude Code 的 AI 辅助学术写作框架，覆盖从课程论文到学位论文。KI-gestütztes Framework für wissenschaftliche Arbeiten mit Claude Code. Seminararbeiten bis Dissertationen.

用于学术写作的 Agentic Claude Code skills：评审模拟、修改与润色。Agentic Claude Code skills for academic writing: review simulation, revision, and prose improvement.

TransPraxis / 译践 —— AI 辅助的翻译实践、术语治理、交付与学术写作工作空间。TransPraxis / 译践 — AI-assisted translation practice, terminology governance, delivery, and academic writing workspace.

将 Overleaf 评论与修订追踪导出为 Markdown + JSON，面向 AI-Agent 消费优化。Export Overleaf comments and tracked changes to Markdown + JSON, optimized for AI-agent consumption

一个用于科学文献分析的开源 agentic harness。可协调前沿模型提取数据、复现发现并执行系统综述，具备完整的溯源追踪能力。An open-source agentic harness for scientific literature analysis. Coordinates frontier models to extract data, replicate findings, and perform systematic reviews with full provenance tracking.

Claude Code Skill：为经济学与人口学研究者推荐学术期刊。Claude Code Skill: academic journal recommendation for Economics & Demography researchers

Overleaf 的替代品，在 LaTeX 代码编辑器内置类 Antigravity 的 agentic AI，每个项目免费支持不限数量的协作者。An Overleaf alternative with an inbuilt agentic AI (like Antigravity) in LaTeX code editor..with unlimited collabrators for each project for free

面向研究、学术写作、应用开发、一般规划与技术运维的实用 Codex 工作流。Practical Codex workflows for research, academic writing, app development, general planning, and technical operations.

面向学术写作、自动化、专业工作流等的自定义 Skill 集合，并将持续扩展。A collection of custom skills for academic writing, automation, specialized workflows, and more to come.

面向科学 grounding 的 MCP server：搜索 arXiv、OpenAlex、Crossref、Semantic Scholar、PubMed——通过公开元数据获取付费期刊的参考文献/引用信息。MCP server for scientific grounding: search arXiv, OpenAlex, Crossref, Semantic Scholar, PubMed — references/citations from paywalled journals via public metadata