学术写作

01 hymie122/RAG-Survey 收录 AIGC 领域 RAG 的优秀论文。我们在论文 "Retrieval-Augmented Generation for AI-Generated Content: A Survey" 中提出了 RAG 基础、增强与应用分类法。Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey". 证据综述 系统综述 写作 RAG 检索增强 1,790 ★ 02 karpathy/researchpooler 自动化研究论文的发现与分析。例如，让计算机自动打开与任意 URL 论文最相似的文献，或找出在某数据集上报告结果的全部论文，重新定义文献综述Automating research publications discovery and analysis. For example, ever wish your computer could automatically open papers that are most similar to a paper at an arbitrary url? How about finding all papers that report results on some dataset? Let's re-imagine literature review. 证据综述 系统综述 写作 RAG 检索增强 Python 496 ★ 03 khoj-ai/openpaper Open Paper 是用于管理研究文献库的工作台，集阅读、批注与理解于一体，可借助 AI 助手开展文献综述Open Paper is a workbench for managing your research library. Read, annotate, and understand your papers all in one place. Use an AI assistant to conduct your literature review. 证据综述 系统综述 PDF 阅读与问答批注与知识笔记 PDF写作 RAG 检索增强 Python +4/周 412 ★ 04 westlake-repl/Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review 预训练基础推荐模型论文清单Paper List of Pre-trained Foundation Recommender Models 证据综述 系统综述 写作 工程化 368 ★ 05 Aperivue/medsci-skills 面向医学研究的 Agent Skills——文献检索、报告规范与引用核查、统计、发表图表、投稿。兼容 Claude Code、Codex、Cursor 与 GitHub Copilot。由医师-研究者构建，在真实发表论文上验证。MIT 协议。Agent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT. 证据综述 系统综述 科研图表与表格文献检索与全文获取 引用写作 Agent 智能体 Python 269 ★ 06 Epsilon617/Codex-Academic-Skills 适用于 OpenAI Codex 的研究类 skills 精选清单，覆盖写作、文献综述、评估与研究工作流A curated list of research-oriented skills usable in OpenAI Codex, covering writing, literature review, evaluation, and research workflows. 证据综述 系统综述 写作 评测基准 Python 169 ★ 07 drshahizan/obsidian Obsidian.md 是一款专为学术写作打造的出色笔记应用。本仓库是"使用 AI 进行系统文献综述"研讨会活动的组成部分。Obsidian.md stands out as an exceptional note-taking application tailored specifically for academic writing. This repository is part of the activities for the Systematic Literature Review using AI workshop. 证据综述 系统综述 批注与知识笔记大纲与论文起草 引用写作 工程化 HTML 137 ★ 08 littlelelephant/literature-review-agent 基于 LangGraph 的 Agent，支持文献检索、证据筛选、大纲生成以及基于证据的综述撰写。A LangGraph-powered agent for literature search, evidence screening, outline generation, and evidence-grounded review writing. 证据综述 系统综述 文献检索与全文获取 写作 Agent 智能体 Python 122 ★ 09 htlin222/meta-pipe 由 Claude Code 驱动的端到端元分析自动化：AI 辅助文献综述、筛选、提取、分析与稿件生成，面向系统综述和临床证据合成。Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, screening, extraction, analysis, and manuscript generation for systematic reviews and clinical evidence synthesis 证据综述 系统综述 Meta 分析与证据综合 引用写作 Agent 智能体 Python 115 ★ 10 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 ★ 11 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 ★ 12 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 ★ 13 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 ★ 14 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 ★ 15 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 ★ 16 wr1911885-jpg/Awesome-Auto-Research-Tools 浏览用于自动化科学研究各个环节的开源工具，覆盖从文献综述、实验到写作与同行评审。Browse open-source tools for automating scientific research, from literature review and experiments to writing and peer review 证据综述 系统综述 写作 Agent 智能体 Python 3 ★ 17 SYSUSELab/From-Data-to-Code 系统综述与论文清单：探索面向代码的 LLM 中数据与代码质量问题的映射、检测与治理。Systematic review and paper list exploring the mapping, detection, and governance of data and code quality issues in Large Language Models for Code. 证据综述 系统综述 引用写作 评测基准 SCSS 3 ★ 18 Sito0914/LitPilot 利用 LLM 提示词、证据链接笔记、Excel 跟踪与跨论文综合，从 PDF 自动生成博士文献综述Automate PhD literature reviews from PDFs with LLM prompts, evidence-linked notes, Excel tracking, and cross-paper synthesis. 证据综述 系统综述 翻译与 OCR PDFOCR写作 RAG 检索增强 Python 3 ★ 19 lyx2022518/sherlock-ai-plugin 🛠️ 使用 Sherlock AI Plugin 将研究论文转化为可执行代码，是你高效进行文献综述与实现工作的必备工具。🛠️ Transform research papers into executable code with Sherlock AI Plugin, your essential tool for efficient literature review and implementation. 证据综述 系统综述 可视化写作 Agent 智能体 TypeScript 3 ★ 20 jin-s13/awesome-auto-research-hub 自动化科研 AI 系统的精选枢纽：覆盖文献综述、调研综合、实验设计与执行、论文写作、AI 科学家与自主研究 AgentA curated hub for AI systems that automate scientific research: literature review, survey synthesis, experiment design and execution, paper writing, AI scientists, and autonomous research agents. 证据综述 系统综述 大纲与论文起草 写作 Agent 智能体 3 ★ 21 zhenhuanZ/DIA-Review 论文《Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges》的官方项目主页。The official project homepage for the paper "Deep Learning in Dental Image Analysis: A Systematic Review of Datasets, Methodologies, and Emerging Challenges" 证据综述 系统综述 引用写作 多模态 2 ★ 22 sushmoynandi/ResearchTrack ResearchTrack 是面向大学实验室、导师与学生研究者的学术研究实验室与文献管理平台，集中管理文献综述、独立学生论文综合以及多范围论文分配（个人、实验室级、子组级）ResearchTrack is an academic research laboratory and literature management platform designed for university labs, faculty advisors, and student researchers. It centralizes literature reviews, isolated student paper syntheses, multi-scope paper assignments (individual, lab-wide, and sub-group-wise) 证据综述 系统综述 写作 工程化 TypeScript 2 ★ 23 rehbel/consensusmind 使用 ConsensusMind 这一自主 AI Agent 对区块链共识机制进行全面深入的研究，涵盖文献综述、模拟与学术写作。🤖 Conduct thorough research on blockchain consensus mechanisms with ConsensusMind, an autonomous AI agent for literature review, simulations, and academic writing. 证据综述 系统综述 大纲与论文起草 写作 Agent 智能体 Rust 2 ★ 24 PranayMahendrakar/arxiv-llm-analyzer 🤖 自主研究论文分析器——下载 arXiv 论文，通过 HuggingFace Transformers 运行本地 LLM 分析，并将 AI 生成的文献综述发布至 GitHub Pages。🤖 Autonomous Research Paper Analyzer — Downloads arXiv papers, runs local LLM analysis via HuggingFace Transformers, and publishes AI-generated literature reviews to GitHub Pages 证据综述 系统综述 写作 RAG 检索增强 Python 2 ★ 25 Aukexecutivedepartment5152/PaperOrchestra 通过面向编码 Agent 的多 Agent Skill 工具包自动化论文写作，使用 PaperOrchestra 流水线将非结构化数据转换为 LaTeX 论文Automate research paper writing with this multi-agent skill pack for coding agents. Convert unstructured data into LaTeX papers using the PaperOrchestra pipeline. 证据综述 系统综述 文献检索与全文获取大纲与论文起草 LaTeXSkill写作 Agent 智能体 Python 2 ★ 26 StanfordBioinformatics/wearable-papers-review-llm 本仓库包含一个纯 Python 工作流，用于消费级可穿戴设备系统综述论文中的两项可复现任务。This repository contains a plain-Python workflow for two reproducible tasks used in a consumer wearable systematic review paper. 证据综述 系统综述 引用写作 RAG 检索增强 Python 1 ★ 27 SeanYan9/graduate-thesis-workbench 证据把关的研究生论文写作工作台：涵盖章节规划、文献综述、引文核验、DOCX 编辑、配图、作者署名/AIGC 感知审阅与最终 QAEvidence-gated graduate thesis writing workbench: chapter planning, literature review, citation verification, DOCX editing, figures, authorship/AIGC-aware review, and final QA. 证据综述 系统综述 大纲与论文起草 引用写作 RAG 检索增强 Python 1 ★ 28 noora-noureldin2000/MedDraft_AI- MedDraft_AI 是一个专用于学术医学研究写作的本地优先自主流水线——支持论著、硕士与博士学位论文、系统综述、叙述综述、范围综述、Meta 分析、研究方案与临床报告。MedDraft_AI is an autonomous local-first pipeline designed exclusively for academic medical research writing — manuscripts, theses, dissertations, systematic reviews, narrative reviews, scoping reviews, meta-analyses, protocols, and clinical reports. 证据综述 系统综述 大纲与论文起草 引用写作 Agent 智能体 Python 1 ★ 29 MattiaMarchi/ADHD-SUD_NMA 本仓库包含用于复现论文《Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis》中数据库与分析的 R 代码。This repository holds the R codes for reproducing the databases and analyses in my paper "Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis". 证据综述 Meta 分析与证据综合 系统综述 引用写作 数据与向量库 R 1 ★ 30 hjresearch123/Daily_paper_update Daily Paper Update 是一个精选仓库，提供人工智能、机器学习与计算机科学多领域近期研究论文的结构化技术摘要。目标是加速文献综述，为研究人员、工程师与学生提供便利。Daily Paper Update is a curated repository that provides structured and technical summaries of recent research papers across multiple domains in Artificial Intelligence, Machine Learning, and Computer Science. The goal is to accelerate literature review, facilitate researchers, engineers, and students. 证据综述 系统综述 写作 RAG 检索增强 Python 1 ★ 31 denismrvoljak/claude-scholar 基于 Claude Code 的学术写作工作台：论文、实习报告、文献综述与课程作业。包含交互式引导、引用核验、风格规则与字数预算。A Claude Code workspace for academic writing: theses, internship reports, literature reviews, and course papers. Interactive onboarding, verified citations, style rules, character budgets. 证据综述 系统综述 大纲与论文起草 写作 Agent 智能体 1 ★ 32 asa834/paperforge-2026-paper-workflow 证据综述 系统综述 排版与论文模板 LaTeX写作 工程化 HTML 1 ★ 33 VarkutiShalini/AI-Powered-Research-Intelligence-Platform 基于 GenAI 的科研论文分析平台，支持多 PDF 问答、论文对比、文献综述与研究情报。GenAI-powered platform for research paper analysis, multi-PDF QA, paper comparison, literature review and research intelligence. 证据综述 系统综述 PDF 阅读与问答 PDF写作 RAG 检索增强 0 ★ 34 sharing-123/ai-myopia-diagnostic-accuracy-systematic-review AI 诊断近视准确性的系统综述：完整数据、提取流程、代码与稿件。Systematic review of AI diagnostic accuracy for myopia detection: full data, extraction, code, and manuscript 证据综述 系统综述 引用写作 评测基准 Python 0 ★ 35 Sen-illion/papers-dataset 从 Paperimage 实验导出的文献综述论文语料库（含元数据与 PDF）。Literature review paper corpus (metadata + PDFs) exported from Paperimage experiments. 证据综述 系统综述 写作 数据与向量库 0 ★ 36 ratulhasan001/llm-mental-health-systematic-review-paper 证据综述 系统综述 引用写作 评测基准 TeX 0 ★