学术写作

01 ahmetbersoz/chatgpt-prompts-for-academic-writing 这份写作提示列表涵盖多种主题与任务，包括头脑风暴研究思路、改进语言与风格、进行文献综述以及制定研究计划。This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans. 论文写作 大纲与论文起草 系统综述 写作 工程化 +7/周 4,876 ★ 02 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 ★ 03 Ar9av/PaperOrchestra 基于 Google PaperOrchestra 论文实现的全自动 AI 研究论文写作器，通过技能-基准测试 + 自动评分器，配合任意编码 Agent（Claude Code、Cursor、Antigravity、Cline、Aider）。无需 API Key，无需 LLM SDK。An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs. 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 +4/周 662 ★ 04 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 ★ 05 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 +10/周 491 ★ 06 jonatasgrosman/findpapers Findpapers：帮助研究人员查找相关文献的工具Findpapers: A tool for helping researchers who are looking for related works 文献发现 文献检索与全文获取 系统综述文献与引用管理 引用写作 数据与向量库 Python +7/周 392 ★ 07 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 ★ 08 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 +7/周 331 ★ 09 ymx10086/ResearchClaw ResearchClaw 是面向研究的个人 AI 助手：部署便捷，支持本地或云端运行，可与常用聊天应用集成；通过可扩展 skills，端到端简化文献综述、笔记、实验追踪与论文写作ResearchClaw is a personal AI assistant built for research: fast to set up, easy to run locally or in the cloud, and ready to integrate with the chat apps you already use. With extensible skills, it helps you streamline literature review, note-taking, experiment tracking, and paper writing—end to end. 论文写作 大纲与论文起草 批注与知识笔记系统综述 写作 Agent 智能体 Python 312 ★ 10 WenyuChiou/ai-research-skills 面向研究工作流的通用 SKILL.md 目录：覆盖文献综述、研究设计、项目记忆、稿件写作与跨 Agent 委托，兼容 Claude Code、Codex、Gemini、Cursor、OpenClaw 及通用 AI 客户端Universal SKILL.md catalog for research workflows: literature review, research design, project memory, manuscript writing, and cross-agent delegation for Claude Code, Codex, Gemini, Cursor, OpenClaw, and generic AI clients. 研究执行 研究设计与方法 大纲与论文起草文献与引用管理 ZoteroSkill写作 Agent 智能体 Python +13/周 306 ★ 11 wp-a/nature-academic-search Academic Paper Search：中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 MeSH、引用核验、引文图谱、试验检索与审计导出。 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MCPSkill Agent 智能体 Python +14/周 286 ★ 12 LMDHQ-0420/ResearchPilot-Skills 自动化学术研究工作流 Skill，覆盖方向探索、文献综述、思路形成、实验设计、代码实现到论文写作Automated Academic Research Workflow Skill. From direction exploration, literature review, and idea development to experiment design, code implementation, and paper writing. 证据综述 系统综述 研究设计与方法大纲与论文起草 Skill写作 Agent 智能体 Batchfile +13/周 284 ★ 13 O0000-code/paper-search-pro 以 Skill 形式实现的学术文献发现 — 支持 Claude Code · Codex · 任何能加载 SKILL.md 的 Agent。五大数据源 · 四级分层 · 单文件 Shadcn 报告。Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKILL.md. Five sources · four tiers · single-file Shadcn report. 文献发现 文献检索与全文获取 系统综述 引用Skill写作 Agent 智能体 HTML 172 ★ 14 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 ★ 15 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 ★ 16 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 Meta 分析与证据综合 系统综述文献筛选与信息抽取 引用写作 Agent 智能体 Python +10/周 130 ★ 17 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 ★ 18 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 ★ 19 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 ★ 20 Aryan-Pardeshi/DeepResearch_AI 开源 multi-agent 研究助手：约 2 分钟生成带引用的网络报告，或由 25 个 agent 流水线配合人工检查点产出完整学术论文。欢迎贡献。Open-source multi-agent research assistant: cited web reports in ~2 min, or a full academic paper from a 25-agent pipeline with human checkpoints. Contributors welcome. 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 +21/周 92 ★ 21 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 ★ 22 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 ★ 23 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 +1/周 46 ★ 24 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 +3/周 28 ★ 25 Intersect-Collaborations-LLC/research-workflow-assistant 面向 VS Code + GitHub Copilot 的开源 AI 研究助手。通过 MCP server 连接 PubMed、OpenAlex、Semantic Scholar、Europe PMC、CrossRef 与 Zotero。定制 Agent 可指导系统综述、学术写作、数据分析与项目管理——全流程符合 ICMJE 标准并保留完整审计轨迹。Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAlex, Semantic Scholar, Europe PMC, CrossRef, and Zotero via MCP servers. Custom agents guide systematic reviews, academic writing, data analysis, and project management — all ICMJE-compliant with full audit trails. 证据综述 系统综述 文献检索与全文获取文献与引用管理 Zotero引用MCP Agent 智能体 HTML +1/周 25 ★ 26 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 25 ★ 27 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 +3/周 24 ★ 28 kishormorol/CiteLens 发现最重要的引用论文——按影响力、相关性和影响度排序Discover the citing papers that matter most — ranked by impact, relevance, and influence 文献发现 论文推荐与学术图谱 文献检索与全文获取系统综述 引用写作 RAG 检索增强 TypeScript 20 ★ 29 yzbbds520/awesome-literature-review 文献综述生成 Skill for Claude Code:分四部分生成、前期对齐后一次成稿、文献强制可核验、内置压 AI 腔的行文要求,支持对话/Markdown/Word/LaTeX 证据综述 系统综述 大纲与论文起草 LaTeXSkill写作 安全与风险 17 ★ 30 aytzey/paper-pilot 让 Codex 与 Claude 检索、下载并阅读完整论文。本地 MCP server，集成 6 个学术来源、Unpaywall，并支持可选的 Zotero 同步。Let Codex and Claude find, download, and read full research papers. A local MCP server with six academic sources, Unpaywall, and optional Zotero sync. 阅读管理 文献与引用管理 文献检索与全文获取PDF 阅读与问答 PDFZoteroMCP Agent 智能体 Python +1/周 13 ★ 31 u9401066/med-paper-assistant 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. 论文写作 大纲与论文起草 文献与引用管理系统综述 PDF引用MCP Agent 智能体 Python 11 ★ 32 FOURTEEN1416/academic-agent-toolkit 250+ 学术 Agent Skill + 编排引擎：数学建模 · 论文写作 · LaTeX · 学术配图 · 文献综述 · 知识产权撰写。与宿主解耦（适配任意 Agent），具备质量门禁 + 审计证据链。CC-BY-NC-4.0。250+ academic Agent skills + orchestration engine: math modeling · paper writing · LaTeX · scientific figures · literature review · IP drafting. Host-agnostic (any Agent), quality gates + audit evidence chain. CC-BY-NC-4.0. 论文写作 大纲与论文起草 系统综述科研图表与表格 LaTeX可视化Skill Agent 智能体 Python 10 ★ 33 xcl2005/academic-paper-writing-skill 按能力路由、证据优先的 Agent Skill，覆盖构思、文献、统计、图表、写作、同行评审、rebuttal、论文以及论文转 PPT。Capability-routed, evidence-first Agent Skill for ideation, literature, statistics, figures, writing, peer review, rebuttals, theses, and paper-to-PPT. 论文写作 大纲与论文起草 系统综述数据与统计分析 引用可视化Skill Agent 智能体 Python 8 ★ 34 Biajin-PKU/topper-mcp Top Paper Retriever —— 仅检索顶刊的学术论文搜索（CCF A/B · 中科院 1/2 区 · flagship journals），提供 library、CLI 和 MCP server 三种形态。Top Paper Retriever — top-only academic paper search (CCF A/B · 中科院 1/2 区 · flagship journals) as a library, CLI and MCP server 文献发现 文献检索与全文获取 系统综述 MCP写作 Agent 智能体 Python +21/周 5 ★ 35 roomi-fields/paper-trail Claude Code 学术研究防幻觉插件。严格 FSM + 10 源 PDF 级联 + 首页防同名歧义 + 19 条不变量 + 每条引用审计。与 Vault 解耦（Obsidian/扁平目录/Zotero）。MIT 许可。Anti-hallucination plugin for academic research in Claude Code. Strict FSM + 10-source PDF cascade + page 1 anti-homonymy + 19 invariants + per-citation audit. Vault-agnostic (Obsidian/flat/Zotero). MIT. 阅读管理 文献与引用管理 文献检索与全文获取系统综述 PDFZotero引用 安全与风险 Python 5 ★ 36 Fzkuji/Research-Agent-Harness 自主研究 Agent：文献综述、创意构思、实验、论文撰写与评审。为 OpenProgram 构建。Autonomous research agent: literature review, ideas, experiments, paper writing, and review. Built for OpenProgram. 论文写作 大纲与论文起草 系统综述 写作 Agent 智能体 Python 5 ★