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 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 ★ 04 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 ★ 05 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 ★ 06 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 ★ 07 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 ★ 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 269 ★ 09 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. 论文写作 大纲与论文起草 系统综述 Skill写作 Agent 智能体 Batchfile +7/周 225 ★ 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 系统综述大纲与论文起草 Skill写作 Agent 智能体 Python +7/周 202 ★ 11 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 ★ 12 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 ★ 13 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 ★ 14 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 ★ 15 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 ★ 16 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 ★ 17 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 ★ 18 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 ★ 19 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 ★ 20 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 ★ 21 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 ★ 22 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 ★ 23 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 ★ 24 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 ★ 25 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 ★ 26 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 ★ 27 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 ★ 28 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 ★ 29 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 ★ 30 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 ★ 31 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 ★ 32 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 ★ 33 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 ★ 34 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 ★ 35 rezaprama/RhetoriLex 面向论文、学位论文、文献综述与稿件的开放学术写作短语库、修辞策略与循证安全的研究写作技能。Open academic and scientific writing phrasebank, rhetorical moves, and evidence-safe research writing skills for papers, theses, literature reviews, and manuscripts. 论文写作 大纲与论文起草 系统综述 写作 Agent 智能体 Python 2 ★ 36 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 ★