学术写作

01 ChaokunHong/MetaScreener AI 驱动的系统综述摘要与 PDF 高效筛选工具AI-powered tool for efficient abstract and PDF screening in systematic reviews. 证据综述 系统综述 PDF引用 工程化 Python 1,326 ★ 02 asreview/asreview 系统综述中的主动学习Active learning for systematic reviews 证据综述 系统综述 引用 工程化 Python +7/周 981 ★ 03 vitorfs/parsifal Parsifal 是一个辅助研究人员开展系统文献综述（SLR）的工具Parsifal is a tool to assist researchers to perform Systematic Literature Reviews 证据综述 系统综述 引用 工程化 Python 510 ★ 04 JeffffffFu/Awesome-Differential-Privacy-and-Meachine-Learning 差分隐私联邦学习系统综述（ACM Survey）；Adap dp-fl：自适应噪声的差分隐私联邦学习（TrustCom'2022）Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with adaptive noise (TrustCom'2022) 证据综述 系统综述 引用 安全与风险 Python 388 ★ 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 anoopkcn/obsidian-reference-map 用于文献综述与发现的参考文献及引文图谱Reference and citation map for literature review and discovery 证据综述 系统综述 引用 工程化 TypeScript 250 ★ 07 iSEngLab/AwesomeLLM4APR [TOSEM 2026] 大语言模型在自动化程序修复中的系统文献综述[TOSEM 2026]A Systematic Literature Review on Large Language Models for Automated Program Repair 证据综述 系统综述 引用 工程化 244 ★ 08 VisionVerse/RemoteSensing-Restoration-Survey [ISPRS 2026] 遥感图像去雾：进展、挑战与前景的系统综述[ISPRS 2026] Remote Sensing Image Dehazing: A Systematic Review of Progress, Challenges, and Prospects 证据综述 系统综述 引用 多模态 Python 231 ★ 09 drshahizan/SLR-FC 使用 AI 的系统文献综述（SLR）借助人工智能技术，自动加速海量学术文献的审阅与综合过程Systematic Literature Review (SLR) using AI involves leveraging artificial intelligence techniques to automate and expedite the process of reviewing and synthesizing large volumes of scholarly literature. 证据综述 系统综述 引用 工程化 151 ★ 10 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 ★ 11 elizagrames/litsearchr litsearchr 是一个 R 包，利用关键词共现网络部分自动化系统综述的检索词选择，除识别检索词外，还能编写布尔检索式并翻译为 50 余种语言。litsearchr is an R package to partially automate search term selection for systematic reviews using keyword co-occurrence networks. In addition to identifying search terms, it can write Boolean searches and translate them into over 50 languages. 证据综述 系统综述 翻译与 OCR 翻译引用 工程化 R 125 ★ 12 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 ★ 13 asreview/synergy-dataset SYNERGY——系统综述研究筛选的开放机器学习数据集SYNERGY - Open machine learning dataset on study selection in systematic reviews 证据综述 系统综述 引用 评测基准 Python 111 ★ 14 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 ★ 15 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 ★ 16 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 ★ 17 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 ★ 18 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 ★ 19 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 ★ 20 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 ★ 21 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 ★ 22 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 ★ 23 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 ★ 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 25 ★ 25 brycewang-stanford/lit-review-agent-tools 🤖 面向智能体文献综述的最强开源 AI agent 工具精选清单 — 覆盖 11 个类别共 70+ 工具（Claude Code skill、深度研究、MCP server、PDF 解析、系统综述）。🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。 证据综述 系统综述 PDF引用MCP Agent 智能体 Python +3/周 13 ★ 26 aurumz-rgb/ReviewAid 面向 systematic review 和 evidence synthesis 的 AI 驱动全文筛选与数据提取。AI-Driven Full-Text Screening and Data Extraction for Systematic Reviews and Evidence Synthesis 证据综述 系统综述 文献筛选与信息抽取Meta 分析与证据综合 引用 工程化 Python 11 ★ 27 pythyn/risforge 清理、去重并丰富用于系统综述的 RIS 文献格式文件。Clean, deduplicate, and enrich RIS bibliographic files for systematic reviews. 证据综述 系统综述 引用 数据与向量库 Python +5/周 9 ★ 28 eliaswestonfarber/scienceai 一个用于科学文献分析的开源 agentic harness。可协调前沿模型提取数据、复现发现并执行系统综述，具备完整的溯源追踪能力。An open-source agentic harness for scientific literature analysis. Coordinates frontier models to extract data, replicate findings, and perform systematic reviews with full provenance tracking. 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 Agent 智能体 Python 9 ★ 29 bgcarlisle/Numbat Numbat Systematic Review ManagerNumbat Systematic Review Manager 证据综述 系统综述 引用 评测基准 PHP 8 ★ 30 686f6c61/Hermes-Research-PRISMA 一个可复现的 Hermes Agent 研究运行时，用于系统性文献综述、全文证据抽取、方法路由以及可审计的发表产出。A reproducible Hermes Agent research runtime for systematic literature reviews, full-text evidence extraction, methodological routing, and auditable publication artifacts. 证据综述 系统综述 文献筛选与信息抽取实验与代码复现 引用LaTeX Agent 智能体 Python 5 ★ 31 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 ★ 32 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 ★ 33 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 ★ 34 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 ★ 35 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 ★ 36 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 ★