学术写作

109 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 ★ 110 SudeshDahale/AI-Research-Copilot 自主 AI 平台，提供端到端的学术研究辅助——从论文发现到生成结构化文献综述，以及识别研究空白。An autonomous AI platform that performs end-to-end academic research assistance — from discovering papers to generating structured literature reviews and identifying research gaps. 文献发现 选题与研究问题 系统综述 Agent 智能体 TypeScript 3 ★ 111 stors789/review-assistant 基于 Zotero 的文献综述助手，支持基于原文的 PDF 抽取、声明验证、内容综合及 Semantic Scholar 检索Zotero-based literature review assistant for grounded PDF extraction, claim verification, synthesis, and Semantic Scholar search. 阅读管理 文献与引用管理 文献检索与全文获取系统综述 PDFZoteroSkill RAG 检索增强 Python 3 ★ 112 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 ★ 113 kashmirscien3399/skills 通过用于获取 arXiv 论文、提取技术细节与跟踪引用的研究 Skill，为 Agent 工作流自动化文献综述。Automate literature reviews with research skills for fetching arXiv papers, extracting technical details, and tracking citations for agent workflows. 证据综述 系统综述 MCP Agent 智能体 Python 3 ★ 114 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 ★ 115 etShaw-zh/zotero-evidence AI辅助的系统文献综述，附带可追溯证据。AI-assisted systematic literature reviews with traceable evidence. 阅读管理 文献与引用管理 系统综述 Zotero RAG 检索增强 TypeScript 3 ★ 116 qnbs/AI-Research-Orchestrator 🔬 管理专业 Agent 集群开展综合性文献综述的专家系统，基于用户自定义标准，利用 PubMed 数据库收集、整理并综合科研文献。🔬 An expert system to manage a swarm of specialized agents to conduct comprehensive literature reviews using the PubMed database, collecting, curating, and synthesizing scientific research based on user-defined criteria. 证据综述 系统综述 引用 Agent 智能体 TypeScript +2/周 2 ★ 117 ZGTvishal/MARS-Multi-Agent-Research-System 基于 Google Gemma 4 31B 的多 Agent 系统，用于辅助学术文献综述A multi agent system to aid academic literature review powered with Google's Gemma 4 31B 证据综述 系统综述 Agent 智能体 Python +1/周 2 ★ 118 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 ★ 119 tobias-weiss-ai-xr/marketing-research 最新营销趋势：数据驱动、自动校验的文献综述Latest marketing trends: data-driven, auto-validated literature review (AI & generative marketing, digital/performance, social & creator, privacy-first data, analytics/MMM, B2B/ABM, CX & retail) 证据综述 系统综述 工程化 Python 2 ★ 120 SamInMotion/Medical-intervention-text-classification 硕士论文（UiB，计算语言学，2023）及扩展工作。针对系统综述筛选的文本分类。原始 11 工作流分析结合 NEO ontology 集成，以及 Cohen 等人（2006）药物类别基准的扩展，比较 BoW 与 BiomedBERT。Master's thesis (UiB, Computational Linguistics, 2023) and extension work. Text classification for systematic review screening. Original 11-workflow analysis with NEO ontology integration plus Cohen et al. (2006) drug-class benchmark extension comparing BoW and BiomedBERT. 证据综述 系统综述 引用 评测基准 Python 2 ★ 121 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 ★ 122 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 ★ 123 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 ★ 124 pirl-unc/io-resistance-genie [进行中 / 实验性] 关于免疫检查点抑制剂耐药性的活态文献综述。[WIP / experiment] Living literature review of resistance to immune checkpoint inhibitors 证据综述 系统综述 RAG 检索增强 Python 2 ★ 125 micrometeoric-eye978/academic-research-skills 为 LLM Agent 自动化学术文献搜索、检索和管理工作流，使用面向主流数据库的集成研究 Skill。Automate academic literature search, retrieval, and management workflows for LLM agents using integrated research skills for major databases. 论文写作 大纲与论文起草 文献检索与全文获取系统综述 LaTeX可视化 Agent 智能体 2 ★ 126 jongan69/YouTubeResearchAI 将任意视频链接转化为博士级研究报告。自动化学术流水线：一键完成下载、转写、检索同行评审文献、核查论据并生成带引用的报告。免费且开源。Turn any video url into a PhD-grade research report. Automated academic pipeline: download, transcribe, search peer-reviewed literature, verify claims, generate cited reports — all with one command. Free & open source. 证据综述 系统综述 文献检索与全文获取Meta 分析与证据综合 多模态 JavaScript 2 ★ 127 jacobzhuu/paperforge 证据优先的 AI 科研平台，支持文献综述、科学写作、配图生成与可发表论文产出Evidence-first AI research platform for literature review, scientific writing, figure generation, and publication-ready papers. 证据综述 系统综述 大纲与论文起草 可视化写作 Agent 智能体 Python 2 ★ 128 grammy-jiang/research-pipeline 确定性的分阶段流水线，用于学术论文的检索、筛选、下载、转换与摘要。提供 CLI 与 MCP server。Deterministic stage-based pipeline for searching, screening, downloading, converting, and summarizing academic papers. CLI + MCP server. 文献发现 文献检索与全文获取 系统综述 PDFMCP写作 Agent 智能体 Python 2 ★ 129 fchicout/zotero-cli The Systematic Review Forge：面向 Zotero 管理和严谨系统文献综述的高性能 CLI（Kitchenham/Wohlin）The Systematic Review Forge: A high-performance CLI for Zotero management and rigorous Systematic Literature Reviews (Kitchenham/Wohlin). 阅读管理 文献与引用管理 系统综述 Zotero引用 数据与向量库 Python 2 ★ 130 docxology/literature Python 文献综述工具包：跨 arXiv、PubMed、Semantic Scholar、CrossRef、OpenAlex 与 DBLP 的统一检索；带重试追踪与索引的并行 PDF 下载；本地 Ollama LLM 摘要；BibTeX 导出；含 PCA、关键词聚类与出版趋势的元分析图表。Python literature-review toolkit: unified search across arXiv, PubMed, Semantic Scholar, CrossRef, OpenAlex and DBLP, parallel PDF download with retry tracking and indexing, local Ollama LLM summarization, BibTeX export, and meta-analysis plots including PCA, keyword clustering and publication trends. 阅读管理 文献与引用管理 文献检索与全文获取系统综述 PDF引用 RAG 检索增强 Python 2 ★ 131 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 ★ 132 attavit14203638/transformer-tree-survey 论文《Transformer-Based Tree Extraction from Remote Sensing Imagery: A Systematic Review》的补充代码库。Supplementary repository for: Transformer-Based Tree Extraction from Remote Sensing Imagery: A Systematic Review 证据综述 系统综述 引用 多模态 Python 2 ★ 133 weewrr/Academic-Research-Suite 一体化学术研究 Skill 套件：7 个仓库合并为一个路由式 Skill — 186 个 Skill、20 篇合并指南、148 篇工具指南，涵盖论文发现、阅读、文献综述、写作、同行评审、 rebuttal 与发表，以及 12/23 阶段自主研究流水线。All-in-one academic research skill suite: 7 repositories consolidated into one router-style skill — 186 skills, 20 merged guides, 148 tool guides, covering paper discovery, reading, literature review, writing, peer review, rebuttal, and publishing, plus 12/23-stage autonomous research pipelines. 投稿发表 同行评审与 Rebuttal 系统综述 Skill写作 Agent 智能体 Python +7/周 1 ★ 134 zhoupengyun572-cell/dsh-hana-research 面向 DeepSeek Harness 的本地文献综述、PDF 标注、证据综合与研究笔记工作台。A local literature review, PDF annotation, evidence synthesis, and research notes workbench for DeepSeek Harness. 阅读管理 批注与知识笔记 系统综述Meta 分析与证据综合 PDF 评测基准 JavaScript 1 ★ 135 zebulensharedout782/deep-researcher 搜索 Google Scholar，使用 OpenAlex 增强论文信息，并在本地构建结构化文献综述Search Google Scholar, enrich papers with OpenAlex, and build structured literature reviews locally. 证据综述 系统综述 论文推荐与学术图谱 RAG 检索增强 Python 1 ★ 136 Yunyun6677/paper-writing-workflow 可审计的社会科学文献综述，整合 Zotero、Python 与 Stata 的研究工作流。Auditable social-science literature review, Zotero, Python and Stata research workflow 论文写作 大纲与论文起草 文献与引用管理系统综述 Zotero写作 工程化 Python 1 ★ 137 yib0liu/literature_reviews 证据综述 系统综述 RAG 检索增强 1 ★ 138 vualidon/systematic-literature-review-skill 证据综述 系统综述 Skill Agent 智能体 Python 1 ★ 139 thebravebasil/labrelay LabRelay 连接需要处理可管理研究任务（文献综述、数据录入、问卷外联）的教授与医生，以及寻求真实经验和入门途径的学生。LabRelay connects professors and doctors who need help with manageable research tasks — literature reviews, data entry, survey outreach — with students who want real experience and a way in. 证据综述 系统综述 Agent 智能体 HTML 1 ★ 140 super-lee-hub/literature-review-generator 证据综述 系统综述 Agent 智能体 Python 1 ★ 141 sunfloraf-sketch/sr-search-toolkit 用于系统综述检索的交互式工具：PICO 构建器、数据库语法转换器与邻近算子构建器。Interactive tools for systematic review searching: PICO builder, database syntax converter, and proximity-operator builder. 证据综述 系统综述 引用 数据与向量库 HTML 1 ★ 142 sukruth-vicky/AI-in-Business-Analytics-and-Decision-Making-A-Systematic-Review 系统综述：探讨 AI 如何通过前沿研究、实践应用与未来方向，增强商业分析与组织决策。A systematic review exploring how Artificial Intelligence enhances Business Analytics and organizational decision-making through contemporary research, practical applications, and future research directions. 证据综述 系统综述 引用 工程化 1 ★ 143 suanlab/pinns-neural-operators-review 论文《Physics-Informed Neural Networks and Neural Operators for PDEs: A Unified Taxonomy and Systematic Review》（Neural Networks）的补充材料：PRISMA 数据集、PDE 复杂度评分标准以及概念验证的统一基准。Supplementary materials for 'Physics-Informed Neural Networks and Neural Operators for PDEs: A Unified Taxonomy and Systematic Review' (Neural Networks): PRISMA datasets, PDE complexity rubric, and proof-of-concept unified benchmark 证据综述 系统综述 引用 评测基准 Python 1 ★ 144 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 ★