学术写作

37 wp-a/nature-academic-search Academic Paper Search：面向中文科研用户的 Codex / Claude Code 文献检索 Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 Semantic Scholar 富化、ClinicalTrials.gov 试验与引用导出。 文献发现 文献检索与全文获取 系统综述 引用MCPSkill Agent 智能体 Python +7/周 110 ★ 38 stephenlzc/AI-Powered-Literature-Review-Skills AI驱动的系统性学术文献回顾工具 | AI-Powered Literature Survey Tool with 8-Phase Workflow & Agent Swarm Architecture 证据综述 系统综述 文献与引用管理 引用Skill Agent 智能体 Python +4/周 110 ★ 39 xinyi-hou/LLM4SE_SLR Large Language Models for Software Engineering: A Systematic Literature Review（面向软件工程的大语言模型：系统文献综述）Large Language Models for Software Engineering: A Systematic Literature Review 证据综述 系统综述 工程化 TeX 107 ★ 40 synlp/RRG-Review 综述论文"A Systematic Review of Deep Learning-based Research on Radiology Report Generation"的官方 GitHub 仓库The official GitHub repository of the survey paper "A Systematic Review of Deep Learning-based Research on Radiology Report Generation". 证据综述 系统综述 引用写作 多模态 TeX 100 ★ 41 drshahizan/research-design 本课程涵盖从初始想法到正式学术写作的开发流程与实现要点。学生将学习如何转化与消化文献综述，从而凝练出拟定的研究题目。This course will cover the fundamental steps and implementation on developing the initial ideas to formal academic writing accordingly. Students will be given the mechanisms on how to transform and digest the literature reviews that leads to the proposed title. 研究执行 研究设计与方法 系统综述大纲与论文起草 写作 工程化 Jupyter Notebook 96 ★ 42 drshahizan/obsidian-slr 本仓库托管一个为开展系统文献综述（SLR）定制的 Obsidian vault，是"使用 AI 进行系统文献综述"研讨会活动的组成部分。This repository hosts an Obsidian vault tailored for conducting a Systematic Literature Review (SLR). This repository is part of the activities for the Systematic Literature Review using AI workshop. 证据综述 系统综述 引用 工程化 92 ★ 43 keemanxp/slr-prisma 一项 Claude skill，引导你按照 PRISMA 2020 框架撰写系统文献综述。A Claude skill that walks you through writing a systematic literature review following the PRISMA 2020 framework. 证据综述 系统综述 引用Skill写作 Agent 智能体 91 ★ 44 hs-esslingen-it-security/Awesome-LLM4SVD [TOSEM'26] Awesome-LLM4SVD，源自论文"A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models"。[TOSEM'26] Awesome-LLM4SVD from "A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models" 证据综述 系统综述 工程化 Jupyter Notebook 84 ★ 45 tririver/arc Agent Research Copilot (ARC) 是一套面向理论物理文献综述、思路生成与计算执行的 skill 与工具（CLI）。Agent Research Copilot (ARC) is a set of skills and tools (CLI) for theoretical physics literature review, idea generation and performing calculations. 证据综述 系统综述 Agent 智能体 Python 80 ★ 46 drshahizan/ai-tools AI 驱动的文献综述工具利用机器学习加速并加强识别、分析与综合相关研究的学术流程。AI-powered literature review tools leverage machine learning to expedite and enhance the scholarly process of identifying, analyzing, and synthesizing relevant research. 证据综述 系统综述 工程化 77 ★ 47 kennethkhoocy/lit-review-orchestrator 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). 证据综述 系统综述 文献检索与全文获取 Agent 智能体 Python 74 ★ 48 dralkh/seerai 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. 证据综述 系统综述 文献检索与全文获取翻译与 OCR OCRZotero引用 Agent 智能体 TypeScript 74 ★ 49 shubhamagarwal92/LitLLM LitLLM：面向科学文献综述的工具包。LitLLM: A Toolkit for Scientific Literature Review 证据综述 系统综述 Agent 智能体 Python 72 ★ 50 poloclub/argo-scholar 通过可视化让文献综述更轻松。Literature Review Made Easy with Visualization 证据综述 系统综述 可视化 Agent 智能体 JavaScript 71 ★ 51 argahv/sisyphus-academica 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. 证据综述 系统综述 引用 Agent 智能体 Python 69 ★ 52 xnning/GHC-Core-Literature-Review 对 GHC 核心语言 System FC 的文献综述。Literature review of GHC's Core language, System FC 证据综述 系统综述 工程化 67 ★ 53 chauvinSimon/Hierarchical-Decision-Making-for-Autonomous-Driving 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" 证据综述 系统综述 Agent 智能体 62 ★ 54 0x11c11e/awesome-ai-research-tools 一个专为辅助研究活动而精选的 AI 工具列表，涵盖文献综述、引文管理、数据分析等工具，面向希望借助 AI 提升研究工作流的研究人员、学生和从业者。A curated list of AI tools specifically designed to assist in research activities, including tools for literature reviews, citation management, data analysis, and more. This repository is intended for researchers, students, and professionals who want to leverage AI to enhance their research workflows. 证据综述 系统综述 研究设计与方法数据与统计分析 引用 工程化 +4/周 61 ★ 55 LitLLM/litllms-for-literature-review-tmlr 论文 LitLLMs, LLMs for Literature Review: Are we there yet?（TMLR 2025）的代码仓库。Code for LitLLMs, LLMs for Literature Review: Are we there yet? (TMLR 2025) 证据综述 系统综述 评测基准 Python 61 ★ 56 grepory/monitorama2016 面向分布式系统中故障检测的文献综述。Literature Review for Fault Detection in Distributed Systems 证据综述 系统综述 工程化 59 ★ 57 horvitzs/Interactive_Segmentation_Models 交互式标注/分割的文献综述Literature Review for Interactive annotation/segmentation 证据综述 系统综述 多模态 58 ★ 58 Bethww/lit-review A seven-phase, problem-driven Claude Custom Skill that transforms literature review writing from "summarizing what scholars said" into "constructing a scholarly argument." 一个七阶段、问题驱动的 Claude 自定义技能，将文献综述从「文献搬运」升级为「学术论证」。 证据综述 系统综述 大纲与论文起草 Skill写作 RAG 检索增强 58 ★ 59 youkely/awesome-visual-localization 视觉定位的文献综述Literature review of visual localization. 证据综述 系统综述 多模态 57 ★ 60 JinchengGao-Infty/FWMA 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 证据综述 系统综述 Agent 智能体 Python 57 ★ 61 zhuhuixiang/Awesome-Integrated-Sensing-and-Communications 顶级会议与期刊（含 IEEE Trans、ACM journals、IoTJ 等）中通感一体化（ISAC）论文的精选列表，按属性分为文献综述、理论研究、技术应用、白皮书等类别。A curated list of Integrated Sensing & Communications (ISAC) publications in Top-tier Conferences and Journals, included IEEE trans, ACM journals, IoTJ, etc. We have roughly categorized the following papers according to their attributes as Literature Review, Theoretical Research, Technical Applications, White Papers, and so on. 证据综述 系统综述 工程化 53 ★ 62 YZCU/OOTB [ISPRS 2024] 卫星视频单目标跟踪：系统综述与定向目标跟踪基准[ISPRS 2024] Satellite Video Single Object Tracking: A Systematic Review and An Oriented Object Tracking Benchmark 证据综述 系统综述 引用 多模态 C 53 ★ 63 htlin222/robust-lit-review 自动化系统综述流水线：从 Scopus/PubMed/Embase 生成符合 PRISMA、GRADE 证据综合及 DOI 校验的可发表稿件，面向临床研究。Automated systematic literature review pipeline generating publication-ready manuscripts from Scopus/PubMed/Embase with PRISMA compliance, GRADE evidence synthesis, and DOI validation for clinical research. 证据综述 系统综述 Meta 分析与证据综合 引用 工程化 Python 52 ★ 64 Aryan-Pardeshi/DeepResearch_AI 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. 证据综述 系统综述 文献检索与全文获取 PDF写作 Agent 智能体 Python 49 ★ 65 neuromechanist/research-skills 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. 证据综述 系统综述 Skill写作 Agent 智能体 Python 42 ★ 66 AI-4-Phi/PhilLit 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 证据综述 系统综述 Agent 智能体 Python 41 ★ 67 Zachariah9420/lit-review-skill 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。 证据综述 系统综述 文献检索与全文获取论文推荐与学术图谱 引用Skill Agent 智能体 Python +7/周 30 ★ 68 u9401066/pubmed-search-mcp 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. 文献发现 文献检索与全文获取 论文推荐与学术图谱系统综述 引用MCP Agent 智能体 Python 25 ★ 69 PangenomeAI/academic-skills-food-nutrition 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. 证据综述 系统综述 Meta 分析与证据综合大纲与论文起草 引用写作 Agent 智能体 Python 25 ★ 70 mronkko/claude-academic-research 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. 阅读管理 文献与引用管理 系统综述 Zotero引用MCP Agent 智能体 Python 21 ★ 71 agencyenterprise/draft-detective 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. 证据综述 系统综述 同行评审与 Rebuttal Agent 智能体 Python 19 ★ 72 smaniches/semantic-scholar-mcp 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. 文献发现 文献检索与全文获取 论文推荐与学术图谱系统综述 引用MCP写作 Agent 智能体 Python +7/周 14 ★