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230 个 · organized/repo_cards · 六阶段二十任务 · 方向综述 →

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研究阶段概览 Research Workflow

#方向数量代表仓库 Top 3
01 证据综述 207 ChaokunHong/MetaScreener · asreview/asreview · vitorfs/parsifal
02 阅读管理 48 zotero/zotero · retorquere/zotero-better-bibtex · zotero-chinese/styles
03 文献发现 19 jannisborn/paperscraper · jonatasgrosman/findpapers · wp-a/nature-academic-search
04 论文写作 15 yha9806/academic-writing-toolkit · u9401066/med-paper-assistant · xcl2005/academic-paper-writing-skill
05 投稿发表 10 TeXlyre/texlyre · Gabberflast/academic-pptx-skill · ltex-plus/vscode-ltex-plus
06 研究执行 2 meenakshiakula231-sketch/autoresearch-multi-agent-ai · iron-XiangruChen/reservoir-image-review-reproducibility

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2026-10-10
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旧分类链接兼容

organized/repo_cards · 学术方向;旧书签仍可访问,新统计不再使用这些字段。

方向榜单 Legacy

文献总结207 ChaokunHong/MetaScreener · asreview/asreview · vitorfs/parsifal
文献检索与引用67 jonatasgrosman/findpapers · wp-a/nature-academic-search · O0000-code/paper-search-pro
学术综合写作16 u9401066/med-paper-assistant · xcl2005/academic-paper-writing-skill · meenakshiakula231-sketch/autoresearch-multi-agent-ai
排版与模板9
图表与可视化1
其他学术工具1 iron-XiangruChen/reservoir-image-review-reproducibility
37 kishormorol/CiteLens 发现最重要的引用论文——按影响力、相关性和影响度排序Discover the citing papers that matter most — ranked by impact, relevance, and influence 文献发现 论文推荐与学术图谱 文献检索与全文获取系统综述 引用写作 RAG 检索增强 TypeScript 20 ★ 38 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 ★ 39 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 ★ 40 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 ★ 41 u9401066/med-paper-assistant 可审计的 MCP + 跨 Agent 框架,支持自主与人工引导的学术写作——从经验证的证据到已审校的 DOCX/PDF。Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from verified evidence to reviewed DOCX/PDF. 论文写作 大纲与论文起草 文献与引用管理系统综述 PDF引用MCP Agent 智能体 Python 11 ★ 42 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 ★ 43 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 ★ 44 xcl2005/academic-paper-writing-skill 按能力路由、证据优先的 Agent Skill,覆盖构思、文献、统计、图表、写作、同行评审、rebuttal、论文以及论文转 PPT。Capability-routed, evidence-first Agent Skill for ideation, literature, statistics, figures, writing, peer review, rebuttals, theses, and paper-to-PPT. 论文写作 大纲与论文起草 系统综述数据与统计分析 引用可视化Skill Agent 智能体 Python 8 ★ 45 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 ★ 46 roomi-fields/paper-trail Claude Code 学术研究防幻觉插件。严格 FSM + 10 源 PDF 级联 + 首页防同名歧义 + 19 条不变量 + 每条引用审计。与 Vault 解耦(Obsidian/扁平目录/Zotero)。MIT 许可。Anti-hallucination plugin for academic research in Claude Code. Strict FSM + 10-source PDF cascade + page 1 anti-homonymy + 19 invariants + per-citation audit. Vault-agnostic (Obsidian/flat/Zotero). MIT. 阅读管理 文献与引用管理 文献检索与全文获取系统综述 PDFZotero引用 安全与风险 Python 5 ★ 47 fabiocampolim-design/scitech-librarian 一次查询,覆盖全部学术数据库;每次运行归档井然有序。跨 OpenAlex、ADS、arXiv、INSPIRE、Scopus、Semantic Scholar、Crossref 与 WoS 的可复现、合规文献检索One query. Every scholarly database. A tidy archive of every run. Reproducible, ToS-compliant literature search across OpenAlex, ADS, arXiv, INSPIRE, Scopus, Semantic Scholar, Crossref and WoS. 证据综述 系统综述 文献检索与全文获取实验与代码复现 引用 数据与向量库 Python 5 ★ 48 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 ★ 49 heisenberg-611/porcupine-the-smart-research-manager 从首次检索到完成的证据表,一站式文献综述。面向需要可复现系统综述的团队,以及在同一机制上完成论文检索的学生。A literature review, from the first search to the finished evidence table. For teams running a systematic review that has to be reproducible, and for students running a thesis search on the same machinery. 证据综述 系统综述 引用 RAG 检索增强 TypeScript 4 ★ 50 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 ★ 51 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 ★ 52 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 ★ 53 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 ★ 54 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 ★ 55 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 ★ 56 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 ★ 57 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 ★ 58 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 ★ 59 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 ★ 60 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 ★ 61 SeanYan9/graduate-thesis-workbench 证据把关的研究生论文写作工作台:涵盖章节规划、文献综述、引文核验、DOCX 编辑、配图、作者署名/AIGC 感知审阅与最终 QAEvidence-gated graduate thesis writing workbench: chapter planning, literature review, citation verification, DOCX editing, figures, authorship/AIGC-aware review, and final QA. 证据综述 系统综述 大纲与论文起草 引用写作 RAG 检索增强 Python 1 ★ 62 RedDeadDepresso/systematic-review-tool 用于系统文献综述的 Web 应用,类似于 Rayyan 与 Parsifal。A web app for systematic literature reviews, similar to Rayyan and Parsifal. 证据综述 系统综述 引用 工程化 TypeScript 1 ★ 63 rafaelgross/baseref 系统性综述systematic-review 证据综述 系统综述 论文推荐与学术图谱 引用 评测基准 PHP 1 ★ 64 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 ★ 65 pavelgolikov/arxiv-research-agent 基于 LangGraph 的 Agent,可从 arXiv 自动撰写文献综述——每条引用均与源文本片段核对验证,检索策略由实测消融选定,而非凭猜测决定A LangGraph agent that writes literature reviews from arXiv — every citation validated against its source chunk, and the retrieval strategy chosen by measured ablation rather than guessed. 证据综述 系统综述 引用 Agent 智能体 Python 1 ★ 66 noora-noureldin2000/MedDraft_AI- MedDraft_AI 是一个专用于学术医学研究写作的本地优先自主流水线——支持论著、硕士与博士学位论文、系统综述、叙述综述、范围综述、Meta 分析、研究方案与临床报告。MedDraft_AI is an autonomous local-first pipeline designed exclusively for academic medical research writing — manuscripts, theses, dissertations, systematic reviews, narrative reviews, scoping reviews, meta-analyses, protocols, and clinical reports. 证据综述 系统综述 大纲与论文起草 引用写作 Agent 智能体 Python 1 ★ 67 msamribeiro/speech-generation-wiki TTS、语音转换与口语对话 Agent 的活体系统综述Living systematic review of TTS, voice conversion, and spoken conversational agents 证据综述 系统综述 引用 多模态 1 ★ 68 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 ★ 69 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 ★ 70 LukasWallrich/pilot_meta_extracter 用于系统综述与 meta 分析的 R 脚本,可从 DOI 提取全面的元数据。R scripts for extracting comprehensive metadata from DOIs for systematic reviews and meta-analyses 证据综述 系统综述 引用 数据与向量库 HTML 1 ★ 71 LoukiaSpin/Statistical-quality-hyoscine-labour-duration-systematic-reviews 证据综述 系统综述 引用 评测基准 R 1 ★ 72 koosie0507/mapwisefox 系统综述的智能工具集。Clever tools for systematic reviews 证据综述 系统综述 引用 工程化 Python 1 ★