学术写作

01 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 +7/周 331 ★ 02 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 Meta 分析与证据综合 系统综述文献筛选与信息抽取 引用写作 Agent 智能体 Python +10/周 130 ★ 03 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 ★ 04 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 ★ 05 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 ★ 06 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 ★ 07 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 ★ 08 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 12 ★ 09 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 ★ 10 Instructional-Research-Group-IRG/network-meta-analysis 用于多元 meta 分析（含标准 NMA 与 cNMA）的 IRG 仓库。IRG repository for multivariate meta-analyses, including standard NMAs and cNMAs 证据综述 Meta 分析与证据综合 工程化 R 3 ★ 11 vijayachitrabio/SLE_MetaAnalysis 欧洲血统系统性红斑狼疮 GWAS Meta 分析研究代码，集成功能基因组学数据 (GEx/DICE)Research code for Meta-Analysis of SLE GWAS in Euroean Ancestry with functional genomics integration (GEx/DICE). 证据综述 Meta 分析与证据综合 工程化 R 2 ★ 12 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 ★ 13 thuyhuongctu/M-AIDA Meta 分析研究软件：通过厂商无关的 LLM 适配器从学术 PDF 中半自动提取效应量，由首席研究员进行人机协同验证，并采用不可变的数据锁定流程，导出可用于三层 Meta 分析回归的可复现效应量数据集Research software for meta-analysis: semi-automated effect-size extraction from academic PDFs with a vendor-neutral large-language-model adapter, human-in-the-loop verification by the principal investigator, and an immutable data-lock workflow that exports a reproducible effect-size dataset for three-level meta-analytic regression. 证据综述 Meta 分析与证据综合 数据与统计分析 Agent 智能体 HTML 1 ★ 14 prabhakar349/prisma-systematic-review Claude Code 插件：完整的 PRISMA 2020 系统综述工作流——检索、去重、筛选、提取、流程图与检查清单，并附带 git 可审计的状态文件。Claude Code plugin: full PRISMA 2020 systematic review workflow — search, dedup, screening, extraction, flow diagram, and checklist, with a git-auditable state file. 证据综述 系统综述 Meta 分析与证据综合 引用 Agent 智能体 Python 1 ★ 15 mikhaeelatefrizk/affect-labeling-review 对情感标注（Lieberman 等 2007 范式）的系统综述与 Meta 分析。随机效应 Meta 分析（k=8），遵循 PRISMA 2020、RoB 2 / ROBINS-I，约 10,500 词手稿。开放数据与代码。Systematic review and meta-analysis of affect labeling (Lieberman et al. 2007 paradigm). Random-effects meta-analysis (k=8), PRISMA 2020, RoB 2 / ROBINS-I, ~10,500-word manuscript. Open data and code. 证据综述 系统综述 Meta 分析与证据综合实验与代码复现 引用写作 评测基准 Python 1 ★ 16 MattiaMarchi/ADHD-SUD_NMA 本仓库包含用于复现论文《Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis》中数据库与分析的 R 代码。This repository holds the R codes for reproducing the databases and analyses in my paper "Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis". 证据综述 Meta 分析与证据综合 系统综述 引用写作 数据与向量库 R 1 ★ 17 herbertkokholm/attest 针对 LLM 集成证据筛选（系统综述标题/摘要筛选）的筛选-自验证内核。Screening-and-self-validation kernel for LLM-ensemble evidence screening (systematic review title/abstract screening). 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 评测基准 Python 1 ★ 18 GPD-Research/physics-ide 属于我的元分析的一部分，探讨 AI 辅助工具与理论模型开发的实用性。该应用是一个理论物理 IDE，用户可以导入理论模型，并借助 AI 进行组织与处理，内置文档生成功能。This is part of my meta-analysis where I investigate the utility of AI assisted tool and theoretical model development. This application is a theoretical physics IDE, where a user can import a theoretical model and use AI to organize and work on that model with built-in documentation generation. 证据综述 Meta 分析与证据综合 Agent 智能体 Rust 1 ★ 19 choxos/NMAViz 阅读网络 meta 分析的证据结构。在浏览器中拟合图论模型并以八种方式绘制：精度几何、试验、证据流、贡献、带符号的研究级重构、不一致性的 Hodge 分解、扩散与弹簧图。Read the evidence structure of a network meta-analysis. Fits the graph-theoretical model in your browser and draws it eight ways: precision geometry, trials, evidence flow, contributions, a signed study-level reconstruction, a Hodge split of inconsistency, diffusion and springs. 证据综述 Meta 分析与证据综合 系统综述数据与统计分析 引用可视化 多模态 JavaScript 1 ★ 20 bristlepine/ilri-climate-adaptation-effectiveness ILRI 农业-食品系统气候适应证据综合与系统综述咨询仓库，聚焦"衡量关键：追踪小农户气候适应的有效性"。A repository for the ILRI consultancy on evidence synthesis and systematic reviews of climate adaptation in agri-food systems, focused on “Measuring what matters: tracking the effectiveness of climate adaptation for smallholder producers.” 证据综述 系统综述 Meta 分析与证据综合 引用 评测基准 HTML 1 ★ 21 ASanchez-Tojar/FAIR_meta-analysis 该仓库包含复现一项生态、进化与环境科学领域荟萃分析 meta-research 研究所需的全部代码与数据This is a repository that contains all code and data needed to reproduce the results of a meta-research study on meta-analyses published in ecology, evolution and environmental sciences 证据综述 Meta 分析与证据综合 RAG 检索增强 TeX 1 ★ 22 yanjingren97/HNSCC-hypoxia-landmark HNSCC 低氧相关信号多队列 landmark 荟萃分析的可复现代码与衍生结果。Reproducible code and derived results for a multi-cohort landmark meta-analysis of HNSCC hypoxia signatures. 证据综述 Meta 分析与证据综合 实验与代码复现 工程化 Python 0 ★ 23 y9655980-crypto/sr-search-skill 面向 Claude Code / Codex 的 Agent Skill：为系统评价与 Meta 分析构建可复现、可按 PRISMA-S 报告的检索策略 —— 通过 NCBI API 获取 MeSH、主题词+自由词检索式、单行记录数、召回率校验、多数据库语法。Agent Skill for Claude Code / Codex: build reproducible, PRISMA-S-reportable search strategies for systematic reviews & meta-analyses — MeSH via NCBI API, subject-heading + free-text lines, per-line record counts, recall check, multi-database syntax. 系统评价/Meta分析检索策略构建 skill 证据综述 Meta 分析与证据综合 系统综述文献检索与全文获取 引用Skill Agent 智能体 Python 0 ★ 24 WTQMBGMB/Large-scale-meta-analysis-of-seed-microorganisms 复现研究结果所需的数据与代码Data and code required for reproducing the research results 证据综述 Meta 分析与证据综合 工程化 0 ★ 25 Wgrasso/tdcs-post-stroke-fatigue-meta-analysis 探讨 tDCS 能否减轻中风后疲劳的系统综述与 meta-analysis。Clinical Technology, TU Delft。Systematic review and meta-analysis asking whether tDCS reduces post-stroke fatigue. Clinical Technology, TU Delft. 证据综述 Meta 分析与证据综合 系统综述 引用 工程化 0 ★ 26 tjhavranek/meta-analysis.cz 经济学与社会科学领域的 Meta-analyses：74 篇完整论文、47 个数据集、统一的数据与代码。CC BY 4.0。Meta-analyses in economics and the social sciences: 74 papers in full, 47 datasets, harmonised data and code. CC BY 4.0. 证据综述 Meta 分析与证据综合 工程化 HTML 0 ★ 27 tellbarkha/covid-vaccine-efficacy-analysis 对 5 项真实新冠疫苗三期临床试验（Pfizer、Moderna、AstraZeneca、J&J、Novavax）进行统计分析，基于公开病例数据计算疫苗有效率与置信区间，与同行评审结果交叉验证，并附带 meta 分析与交互式仪表盘Statistical analysis of 5 real COVID-19 vaccine phase 3 trials (Pfizer, Moderna, AstraZeneca, J&J, Novavax) - computes vaccine efficacy and confidence intervals from published case data, validated against peer-reviewed results, with a meta-analysis and interactive dashboard. 证据综述 Meta 分析与证据综合 数据与统计分析 工程化 Jupyter Notebook 0 ★ 28 Shimaa-Fattouh/Diabetes-COVID-19-Meta-Analysis 使用 RevMan 9.16 和 Rayyan 评估糖尿病相关 COVID-19 死亡率的 15 项研究（6800 万+ 患者）的系统综述与 meta 分析。PROSPERO: CRD42024498934Systematic review and meta-analysis of 15 studies (68M+ patients) evaluating diabetes-associated COVID-19 mortality using RevMan 9.16 and Rayyan. PROSPERO: CRD42024498934 证据综述 Meta 分析与证据综合 系统综述 引用 评测基准 0 ★ 29 sedey999/ars-deep-research 通用深度研究 Agent 团队：13 Agent 流水线，提供包含系统综述与 Meta 分析在内的 8 种模式。Universal deep research agent team: 13-agent pipeline, 8 modes incl. systematic review and meta-analysis 证据综述 Meta 分析与证据综合 系统综述 引用 Agent 智能体 0 ★ 30 saramanaye/cancer_nutrition_evidence_review 实习项目：针对癌症治疗前营养的系统综述、证据综合、证据图谱以及面向患者与临床工作者的资源开发Placement project: systematic review, evidence synthesis, evidence mapping, and development of patient and clinician resources on pre-treatment cancer nutrition. 证据综述 系统综述 Meta 分析与证据综合 引用 工程化 Python 0 ★ 31 sanjayy0612/iam_literature 面向研究的 Skill 定义精选集合，覆盖文献综述、证据综合与研究空白分析；汇总多个社区驱动的 Skill，便于在 Codex 或 Copilot 工作流中对比、审阅与按需安装A curated collection of research-focused skill definitions for literature review, evidence synthesis, and research-gap analysis. It brings together multiple community-driven skills so they can be compared, reviewed, and selectively installed for use in Codex or Copilot workflows. 证据综述 系统综述 选题与研究问题Meta 分析与证据综合 Skill Agent 智能体 Python 0 ★ 32 RioCraig03/Meta-Analysis-On-Evidence-Based-CSBD-Treatments 华威大学（University of Warwick）本科毕业论文：对 Compulsive Sexual Behaviour Disorder (CSBD) 心理治疗与药物干预的系统综述与 Meta 分析。My final year undergraduate research project at the University of Warwick demonstrating a systematic review and meta-analysis evaluating psychotherapeutic and pharmacological interventions for Compulsive Sexual Behaviour Disorder (CSBD) 证据综述 Meta 分析与证据综合 系统综述 引用 评测基准 0 ★ 33 Reyanda/medantir-evidence 独立的自主证据综合与系统综述工作台Standalone Autonomous Evidence Synthesis & Systematic Review Workbench 证据综述 系统综述 Meta 分析与证据综合 引用 Agent 智能体 TypeScript 0 ★ 34 OrriLab/Systematic-review-meta-analysis-childhood-physical-health-adult-suicidality 证据综述 Meta 分析与证据综合 系统综述 引用 评测基准 R 0 ★ 35 Niedharsan/meta-analysis-platform 面向生命科学研究的系统综述、证据综合与 meta 分析平台。Systematic review, evidence-synthesis and meta-analysis platform for life-sciences research. 证据综述 Meta 分析与证据综合 系统综述 引用 工程化 Python 0 ★ 36 muneebbkhawar-hue/metaworld-academy MetaWorld Research Academy——meta 分析工具平台。MetaWorld Research Academy - meta-analysis tools platform 证据综述 Meta 分析与证据综合 工程化 TypeScript 0 ★