学术写作

37 tririver/arc Agent Research Copilot (ARC) 是一套面向理论物理文献综述、思路生成与计算执行的 skill 与工具（CLI）。Agent Research Copilot (ARC) is a set of skills and tools (CLI) for theoretical physics literature review, idea generation and performing calculations. 证据综述 系统综述 Agent 智能体 Python 80 ★ 38 drshahizan/ai-tools AI 驱动的文献综述工具利用机器学习加速并加强识别、分析与综合相关研究的学术流程。AI-powered literature review tools leverage machine learning to expedite and enhance the scholarly process of identifying, analyzing, and synthesizing relevant research. 证据综述 系统综述 工程化 77 ★ 39 kennethkhoocy/lit-review-orchestrator 文档驱动的文献综述流水线，包含反幻觉验证阶段（基于 OpenAlex/Crossref/Semantic Scholar 进行确认或剔除）。Document-driven literature-review pipeline with an anti-hallucination verification stage (confirm-or-drop against OpenAlex/Crossref/Semantic Scholar). 证据综述 系统综述 文献检索与全文获取 Agent 智能体 Python 74 ★ 40 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 ★ 41 shubhamagarwal92/LitLLM LitLLM：面向科学文献综述的工具包。LitLLM: A Toolkit for Scientific Literature Review 证据综述 系统综述 Agent 智能体 Python 72 ★ 42 poloclub/argo-scholar 通过可视化让文献综述更轻松。Literature Review Made Easy with Visualization 证据综述 系统综述 可视化 Agent 智能体 JavaScript 71 ★ 43 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 ★ 44 xnning/GHC-Core-Literature-Review 对 GHC 核心语言 System FC 的文献综述。Literature review of GHC's Core language, System FC 证据综述 系统综述 工程化 67 ★ 45 chauvinSimon/Hierarchical-Decision-Making-for-Autonomous-Driving 关于"Hierarchical Decision-Making for Autonomous Driving"实现的丰富文献综述与讨论Rich literature review and discussion on the implementation of "Hierarchical Decision-Making for Autonomous Driving" 证据综述 系统综述 Agent 智能体 62 ★ 46 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 ★ 47 LitLLM/litllms-for-literature-review-tmlr 论文 LitLLMs, LLMs for Literature Review: Are we there yet?（TMLR 2025）的代码仓库。Code for LitLLMs, LLMs for Literature Review: Are we there yet? (TMLR 2025) 证据综述 系统综述 评测基准 Python 61 ★ 48 grepory/monitorama2016 面向分布式系统中故障检测的文献综述。Literature Review for Fault Detection in Distributed Systems 证据综述 系统综述 工程化 59 ★ 49 horvitzs/Interactive_Segmentation_Models 交互式标注/分割的文献综述Literature Review for Interactive annotation/segmentation 证据综述 系统综述 多模态 58 ★ 50 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 ★ 51 youkely/awesome-visual-localization 视觉定位的文献综述Literature review of visual localization. 证据综述 系统综述 多模态 57 ★ 52 JinchengGao-Infty/FWMA 端到端 AI 文献综述自动化：抓取、筛选、下载、多智能体评审与报告生成End-to-end AI literature review automation: crawl, screen, download, multi-agent review, and report generation 证据综述 系统综述 Agent 智能体 Python 57 ★ 53 zhuhuixiang/Awesome-Integrated-Sensing-and-Communications 顶级会议与期刊（含 IEEE Trans、ACM journals、IoTJ 等）中通感一体化（ISAC）论文的精选列表，按属性分为文献综述、理论研究、技术应用、白皮书等类别。A curated list of Integrated Sensing & Communications (ISAC) publications in Top-tier Conferences and Journals, included IEEE trans, ACM journals, IoTJ, etc. We have roughly categorized the following papers according to their attributes as Literature Review, Theoretical Research, Technical Applications, White Papers, and so on. 证据综述 系统综述 工程化 53 ★ 54 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 ★ 55 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 ★ 56 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 ★ 57 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 ★ 58 AI-4-Phi/PhilLit 用于哲学领域的高准确度、覆盖全面的文献综述多 Agent 工作流Multi-agent workflow for accurate and comprehensive literature reviews in philosophy 证据综述 系统综述 Agent 智能体 Python 41 ★ 59 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 ★ 60 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 ★ 61 agencyenterprise/draft-detective 基于 AI 的学术同行评审助手。基于 LangGraph 构建，可核对引用与论点、标记无支撑断言、执行文献综述并推荐相关引用，帮助评审者与研究者更高效地评估严谨性AI-powered assistant for academic peer review. Built with LangGraph, this tool validates references against claims, flags unsupported assertions, performs literature reviews, and suggests relevant citations — helping reviewers and researchers assess rigor more efficiently. 证据综述 系统综述 同行评审与 Rebuttal Agent 智能体 Python 19 ★ 62 VirtualPatientEngine/literatureSurvey 用于创建你自己的文献综述引擎的模板。A template to create your own literature survey engine 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模板 工程化 HTML 14 ★ 63 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 ★ 64 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 ★ 65 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 ★ 66 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 ★ 67 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 ★ 68 Gram21/SaiLoR 系统性文献综述辅助工具，可基于预定义标注体系对一组论文进行标注。A tool that helps in Systematic Literature Review for annotating a set of papers based on a defined annotation schema 证据综述 系统综述 RAG 检索增强 TypeScript 6 ★ 69 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 ★ 70 yuanzh0u/embodied-learning 证据优先的具身 AI 研究枢纽，覆盖 VLA、世界模型、多模态感知、文献综述、声明审计以及可复用的 Agent skillEvidence-first Embodied AI research hub for VLA, world models, multimodal sensing, literature reviews, claim audits, and reusable agent skills. 证据综述 系统综述 论文推荐与学术图谱 多模态 Python 4 ★ 71 Bilal-S/Bango Bango 是一款跨平台桌面应用，可自动化并加速系统文献综述、范围综述与元分析中的筛选阶段Bango is a cross-platform desktop application that automates and accelerates the screening phase of systematic literature reviews, scoping reviews, and meta-analyses. 证据综述 系统综述 RAG 检索增强 Rust 4 ★ 72 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 ★