学术写作

37 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 ★ 38 hs-esslingen-it-security/Awesome-LLM4SVD [TOSEM'26] Awesome-LLM4SVD，源自论文"A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models"。[TOSEM'26] Awesome-LLM4SVD from "A Systematic Literature Review on Detecting Software Vulnerabilities with Large Language Models" 证据综述 系统综述 工程化 Jupyter Notebook 84 ★ 39 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 +1/周 82 ★ 40 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 ★ 41 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 ★ 42 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 ★ 43 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 ★ 44 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 ★ 45 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 ★ 46 Agents365-ai/365-skills 日常使用的 Agent skills。Agent skills for daily use 证据综述 系统综述 文献检索与全文获取 Skill Agent 智能体 Python +63/周 66 ★ 47 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 ★ 48 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 ★ 49 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 ★ 50 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 ★ 51 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 ★ 52 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 ★ 53 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 ★ 54 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 ★ 55 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 ★ 56 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 ★ 57 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 ★ 58 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 ★ 59 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 43 ★ 60 clbustos/buhos 基于 Web 的系统文献综述软件。Web based systematic literature review software 证据综述 系统综述 引用 工程化 JavaScript 42 ★ 61 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 31 ★ 62 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 ★ 63 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 ★ 64 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 ★ 65 evidencesynthesis-tools/awesome-evidence-synthesis Awesome 列表：源自 Evidence Synthesis Tools Directory 的系统综述、Meta 分析与证据综合开源工具精选:octocat: Awesome list of open-source tools for systematic reviews, meta-analysis, and evidence synthesis derived from Evidence Synthesis Tools Directory. 证据综述 Meta 分析与证据综合 系统综述 引用 评测基准 22 ★ 66 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 21 ★ 67 choxos/jev-reviewer 系统综述的数据提取，直接引用自论文。向试验报告及其补充材料提交你的提取表单或 RoB 2、ROBINS-I、QUADAS-2、TIDieR 模板；Jev 指向具体行，每条答案均为带页码的逐字引用，由你核对后导出表格。文件保留在浏览器本地。Data extraction for systematic reviews, quoted from the papers. Ask a trial report and its supplements your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template; Jev points at the lines, every answer is a verbatim quote with its page, you check it and export the table. Files stay in your browser. 证据综述 系统综述 Meta 分析与证据综合文献与引用管理 PDFZotero引用 评测基准 JavaScript +35/周 19 ★ 68 IEBH/SRA2 邦德大学 IEBH 的系统综述加速器 (SRA)The Systematic Review Accelerator (SRA) for the Bond University IEBH 证据综述 系统综述 引用 工程化 JavaScript 19 ★ 69 gallantlab/literature-review-toolkit 驱动 LLM agent 完成结构化学术文献综述的通用工具包。Topic-agnostic toolkit for driving an LLM agent through a structured academic literature review 证据综述 系统综述 Agent 智能体 Python +2/周 18 ★ 70 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 ★ 71 TheBlewish/Academic-AI-Literature-Reviewer-Ollama 通过 Ollama 使用本地 LLM 自动生成文献综述：检索学术数据库、获取全文论文并撰写 APA 第 7 版格式综述；模型在结构上被禁止编造引文，每条引文均逐字核验并按 APA 第 7 版排版。Automated literature reviews using local LLMs via Ollama. Searches academic databases, acquires full-text papers, and writes APA 7th reviews where the model is structurally prevented from fabricating quotes — every quote is verified verbatim and is formated in APA7th. 证据综述 系统综述 数据与向量库 Python 17 ★ 72 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 +1/周 14 ★