# Awesome Journal Skills (AJS)

[![Awesome](https://awesome.re/badge.svg)](https://awesome.re) [![License: MIT](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE) [![Claude Code](https://img.shields.io/badge/agent-Claude%20Code-cc785c)](https://github.com/anthropics/claude-code) [![Maintained by CoPaper.AI from Stanford REAP](https://img.shields.io/badge/Maintained%20by-CoPaper.AI%20from%20Stanford%20REAP-blue)](https://copaper.ai) [![Powered by StatsPAI](https://img.shields.io/badge/Powered%20by-StatsPAI-orange)](https://github.com/brycewang-stanford/StatsPAI) English | [简体中文](README.md)

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Coverage by 11 mainstream discipline areas

Multidisciplinary and cross-field venues
Economics and management
Social sciences
Humanities
Mathematics and physical sciences
Life sciences
Medicine and health
Engineering and technology
Computer science and AI
Agriculture / environment / earth science
Sport science

Click any discipline name to jump to its explanation. Representative subfields are expanded in the overview paragraph below; the cover walls browse by venue, and the full map is in Coverage at a Glance.

_{🧭 Layout Guide ·
📚 The Skill Packs ·
⚡ How to Use ·
🧪 Executed Empirical Showcase ·
🔎 Venue Index (289 venues, machine-readable) ·
🗺 Roadmap ·
🌐 简体中文}

_{Flagship Chinese social-science venues — every cover opens a journal-specific skill pack.}

_{Flagship English econ & business venues from the English-SocialScience-Journal-Skills breadth bundle (100 journals + selection router). Tier badges (Top-5 · Top-3 · FT50 · UTD24) indicate tiering.}

🔬 Expanded by default: Natural Science & Medicine Flagships — 154-journal cover wall　General · Life sciences · Clinical medicine · Nature research · Physics & astronomy · Chemistry & materials · Earth & environment · Mathematics & computation · Frontiers

Natural Science & Medicine Flagships — 154 Top Journals Covered

_{Click any cover to open the corresponding skill pack. Depth packs (12 skills): Science · Nature · Cell · Cancer Cell · PNAS · PNAS Nexus · NEJM · JAMA · The Lancet · PRL · JACS · ES&T; other covers link to the English-NaturalScience-Journal-Skills breadth bundle.}

Multidisciplinary

Life Sciences

Clinical Medicine

Nature Research

Physics & Astronomy

Chemistry & Materials

Earth, Environment & Ecology

Mathematics & Computation

Frontiers

A curated index of **journal- and conference-specific agent skill packs** for manuscript work — every skill covers one stage of the paper lifecycle: selecting topics, framing the advance, identifying causal effects, formatting tables and figures, preparing replication / data-availability packages, and responding to reviewers. Coverage spans these **11 mainstream discipline areas**: **multidisciplinary and cross-field venues** (generalist journals, interdisciplinary science, computational social science, bioinformatics, network science), **economics and business** (economics, finance, accounting, management, marketing, operations, information systems, entrepreneurship), **social sciences** (sociology, anthropology, political science, law, public administration, demography, communication, geography, psychology), **humanities** (history, philosophy, literature, arts, religious studies), **mathematics and physical sciences** (mathematics, statistics, physics, astronomy, chemistry, materials, energy), **life sciences** (cell biology, molecular biology, genomics, immunology, microbiology, neuroscience, plant science, ecology and evolution), **medicine and health** (general medicine, oncology, cardiovascular medicine, neurology, infectious disease, internal medicine, public health, translational medicine), **engineering and technology** (control, communications, electronics, power systems, robotics, biomedical engineering, manufacturing, aerospace, civil and transportation engineering, chemical and process engineering), **computer science and AI** (machine learning, artificial intelligence, data mining, natural language processing, computer vision, robotics, human-computer interaction, systems, security, software engineering), **agriculture / environment / earth science** (agriculture, food, plants, soil, crops, environment, climate, earth science, atmospheric science, hydrology, ocean science), and **sport science** (exercise science, sports medicine, training science, sport humanities and social science). Each pack is **journal-specific by design**: it encodes the editorial preferences, formatting conventions, identification standards, and review culture of a single target venue. Generic "scientific writing" skill packs miss these constraints. --- > ### 🎯 In one line: turn "where to submit, how to write, and why it got rejected" into an installable, journal-specific AI workflow. > > Your manuscript stalls at **AER** over identification, at **Management World** over missing China institutional context, at **Economic Research** over missing classic theory — **same paper, completely different desk-reject triggers**. A one-size-fits-all "academic writing" assistant can never learn that difference. This repo encodes each journal's editorial preferences, formatting red lines, and review culture, one venue at a time. ### ⚡ 30-Second Start ```bash # 1) Add this repository as a marketplace once /plugin marketplace add https://github.com/brycewang-stanford/awesome-journal-skills # 2) Install the target journal pack (QJE shown here; pack names are listed in each depth pack / breadth bundle) /plugin install qje-skills /reload-plugins ``` Then hand your target journal's manuscript to its workflow skill: ```text Use qje-workflow to assess how far my draft is from QJE's bar and what to do next. ``` > Not sure where to submit yet? Use a **breadth bundle**'s router skill to pick a venue first, then install the matching **depth pack**. Full path in the [Quick Browsing & Layout Guide](#-quick-browsing--layout-guide) below. ### 🧭 Contents | 🧭 Start · Rationale | 📚 Browse · Index | 🚀 Use · Collaborate | |---|---|---| | [Quick Browsing & Layout Guide](#-quick-browsing--layout-guide) | [The Skill Packs](#-the-skill-packs) | [How to Use](#-how-to-use) | | [Why journal-specific](#-why-journal-specific-skills) | [200 Root Journal Folders](#-200-root-journal-folders) | [Pack Picker](#-pack-selection-cheat-sheet) | | [Roadmap](#-roadmap) | [Repository Layout](#-repository-layout) | [Contributing](#-contributing) | | [Related Projects](#-related-projects) | [Maintainers](#-maintainers) | [🌐 中文 README](README.md) | ### 📊 Coverage at a Glance | Block | Subfields | Representative venues | Form | |------|-----------|-----------------------|------| | 🌐 **Multidisciplinary & cross-field** | general flagships · cross-disciplinary science · computational social science · bioinformatics · network science | Science · PNAS · Nature Communications · Science Advances · PNAS Nexus · Nature Human Behaviour | depth packs + EN natural-science breadth bundle + imported Nature family | | 💼 **Economics & management** | economics · finance · management · accounting · marketing · operations · information systems | AER · QJE · JPE · Econometrica · JF · AMJ · TAR · MISQ · Economic Research · Management World | depth packs + CN/EN breadth bundles | | 🧭 **Social sciences** | sociology · anthropology · political science · psychology · education · demography · communication · public administration · law · geography | ASR · AJS · APSR · AJPS · JPSP · Demography · POQ · HLR · Progress in Human Geography | depth packs + CN/EN breadth bundles | | 🏛 **Humanities** | history · art history · philosophy · literature · religion · critical theory | AHR · PMLA · Mind · Critical Inquiry · The Art Bulletin · JAAR | depth packs + English humanities breadth bundle | | 📐 **Mathematics & physical sciences** | mathematics · physics · astronomy · chemistry · materials · energy | Annals of Mathematics · PRL · Nature Physics · JACS · Nature Materials · Nature Energy | depth packs + EN natural-science breadth bundle | | 🧬 **Life sciences** | cell · molecular · genomics · immunology · microbiology · neuroscience · plant science · ecology/evolution | Cell · Cancer Cell · Molecular Cell · Neuron · Immunity · The Plant Cell · eLife | depth packs + EN natural-science breadth bundle | | 🩺 **Medicine & health** | general medicine · oncology · cardiology · neurology · infectious disease · internal medicine · public health · translational medicine | NEJM · The Lancet · JAMA · BMJ · JCO · Circulation · Blood · Gastroenterology | depth packs + clinical medicine breadth bundle + EN natural-science breadth bundle | | ⚙️ **Engineering & technology** | control · communications · signal processing · power · robotics · photonics · biomedical engineering · materials | Proceedings of the IEEE · TAC · Automatica · Optica · Nature Electronics · Acta Materialia | English engineering breadth bundle | | 🤖 **Computer science & AI** | AI/ML · CV · NLP · data mining · systems · databases · security · HCI · theory | NeurIPS · ICML · ICLR · AAAI · IJCAI · AISTATS · UAI · COLT · MLSys · KDD · WebConf · WSDM · SIGIR · CVPR · ICCV · ACL · EMNLP · ICRA · CHI · SOSP · OSDI · IEEE S&P · ACM CCS · ICSE · NAACL · ECCV · PLDI · SIGMOD · STOC · NSDI · USENIX Security · NDSS · FOCS · SODA · POPL · OOPSLA · VLDB · CIKM · EuroSys · ASPLOS · UIST · CSCW · ISCA · MICRO · RSS · CoRL · INTERSPEECH · COLM · HPCA · IROS · ICDE · ICDM · RecSys · MobiCom · ACM MM · ICASSP · SIGCOMM · EACL · AAMAS · WACV · MobiSys · SenSys · ISSTA · FSE · ASE · PODS · CoNEXT · IMC · IPSN · VIS · ICSME · ECAI · ATC · FAST · PPoPP · CAV · ICALP · PODC · SIGMETRICS · PerCom · SIGGRAPH · INFOCOM · ITCS · HRI · SoCC · DAC · EDBT · TACAS · FAccT · ICDT + 155 venues | CS/AI depth packs + conference breadth bundle | | 🌱 **Agriculture, environment & earth science** | agricultural systems · crops · environmental science · climate · conservation · earth systems | Field Crops Research · Agricultural Systems · ES&T · Global Environmental Change · Conservation Biology · Global Change Biology | depth packs + agriculture/environment breadth bundle | | 🏅 **Sport science** | training · physical education · kinesiology · sport social science | 体育科学 · Journal of Beijing Sport University · Journal of Shanghai University of Sport | Chinese sport-science breadth bundle | _{299 packs / 4150 skills total. A "depth pack" = one venue, end-to-end (~12 skills); a "breadth bundle" = one lightweight "venue-fit + house-style" skill per venue plus a router.} --- ## 🧭 Quick Browsing & Layout Guide Use the repo in three passes: | What you see | What it means | Use it when | |---|---|---| | **Cover cards and root journal folders** like `American-Economic-Review/` or `Jingji-Yanjiu/` | Navigation entries only; they point to the canonical skill location and intentionally do not contain `SKILL.md`. | You are browsing by journal name from the GitHub root. | | **Depth packs** like `Economic-Research-Journal-Skills/`, `Cell-Skills/`, or `Quarterly-Journal-of-Economics-Skills/` | Full per-venue workflows, usually 9-13 skills covering topic fit, framing, methods, tables, submission, and rebuttal. | You are targeting a flagship venue and need lifecycle help. | | **Breadth bundles**: `Chinese-SocialScience-Journal-Skills/`, `English-SocialScience-Journal-Skills/`, `English-NaturalScience-Journal-Skills/`, `Engineering-Technology-Journal-Skills/`, `Agriculture-Environment-Journal-Skills/`, `Clinical-Medicine-Journal-Skills/`, `English-Humanities-Journal-Skills/`, `Chinese-Sport-Science-Journal-Skills/`, `Computer-Science-Conference-Skills/` | One lightweight fit-and-house-style skill per journal, plus a router skill for venue selection. | You need broad coverage across 100-journal roadmaps, or you are still comparing targets. | | **Third-party listings (external links)** like [nature-skills](https://github.com/Yuan1z0825/nature-skills), [claude-scholar](https://github.com/Galaxy-Dawn/claude-scholar), or [codex-claude-academic-skills](https://github.com/zLanqing/codex-claude-academic-skills) | Curated upstream packs or general academic tooling listed as external links, not vendored into this repository. | You need cross-journal research, writing, or workflow support. | Rule of thumb: start from a root folder or cover card when browsing, use a breadth bundle when choosing between venues, and use a depth pack once the target journal is fixed.

📂 Click to expand: the 200 root journal-entry folders (100 Chinese pinyin folders + 100 English folders, for browsing by venue name on the GitHub home page)

## 📂 200 Root Journal Folders For visual browsing at the repository root, the 200 social-science breadth journals now also have one lightweight folder each: 100 Chinese roadmap journals in pinyin folder names, and 100 English econ / finance / management / business journals in title-style folder names. These folders are navigation entries only; the canonical installable `SKILL.md` files remain inside their bundle directories, so plugin paths and the 4030-skill count stay stable. ### Chinese Roadmap Journals · 100 Pinyin Folders | | | | | |---|---|---|---| | [Kuaiji-Yu-Jingji-Yanjiu/](Kuaiji-Yu-Jingji-Yanjiu/)
_{《会计与经济研究》} | [Kuaiji-Yanjiu/](Kuaiji-Yanjiu/)
_{《会计研究》} | [Yatai-Jingji/](Yatai-Jingji/)
_{《亚太经济》} | [Shenji-Yu-Jingji-Yanjiu/](Shenji-Yu-Jingji-Yanjiu/)
_{《审计与经济研究》} | | [Shenji-Yanjiu/](Shenji-Yanjiu/)
_{《审计研究》} | [Zhongguo-Kexueyuan-Yuankan/](Zhongguo-Kexueyuan-Yuankan/)
_{《中国科学院院刊》} | [Jingji-Guanli/](Jingji-Guanli/)
_{《经济管理》} | [Kuaiji-Pinglun/](Kuaiji-Pinglun/)
_{《会计评论》} | | [Jingjixue-Jikan/](Jingjixue-Jikan/)
_{《经济学（季刊）》} | [Zhongguo-Jingji-Wenti/](Zhongguo-Jingji-Wenti/)
_{《中国经济问题》} | [Zhongguo-Gongye-Jingji/](Zhongguo-Gongye-Jingji/)
_{《中国工业经济》} | [Gonggong-Guanli-Pinglun/](Gonggong-Guanli-Pinglun/)
_{《公共管理评论》} | | [Zhongguo-Nongcun-Jingji/](Zhongguo-Nongcun-Jingji/)
_{《中国农村经济》} | [Zhongguo-Nongcun-Guancha/](Zhongguo-Nongcun-Guancha/)
_{《中国农村观察》} | [Zhongguo-Ruan-Kexue/](Zhongguo-Ruan-Kexue/)
_{《中国软科学》} | [Guanli-Xuebao/](Guanli-Xuebao/)
_{《管理学报》} | | [Zhongguo-Guanli-Kexue/](Zhongguo-Guanli-Kexue/)
_{《中国管理科学》} | [Zhongguo-Xingzheng-Guanli/](Zhongguo-Xingzheng-Guanli/)
_{《中国行政管理》} | [Jinrong-Pinglun/](Jinrong-Pinglun/)
_{《金融评论》} | [Jingji-Shehui-Tizhi-Bijiao/](Jingji-Shehui-Tizhi-Bijiao/)
_{《经济社会体制比较》} | | [Xiandai-Riben-Jingji/](Xiandai-Riben-Jingji/)
_{《现代日本经济》} | [Dangdai-Caijing/](Dangdai-Caijing/)
_{《当代财经》} | [Dianzi-Zhengwu/](Dianzi-Zhengwu/)
_{《电子政务》} | [Huadong-Jingji-Guanli/](Huadong-Jingji-Guanli/)
_{《华东经济管理》} | | [Jingji-Zongheng/](Jingji-Zongheng/)
_{《经济纵横》} | [Jingjixue-Dongtai/](Jingjixue-Dongtai/)
_{《经济学动态》} | [Jingji-Wenti/](Jingji-Wenti/)
_{《经济问题》} | [Jingji-Yanjiu/](Jingji-Yanjiu/)
_{《经济研究》} | | [Jingji-Pinglun/](Jingji-Pinglun/)
_{《经济评论》} | [Jingji-Kexue/](Jingji-Kexue/)
_{《经济科学》} | [Jingji-Lilun-Yu-Jingji-Guanli/](Jingji-Lilun-Yu-Jingji-Guanli/)
_{《经济理论与经济管理》} | [Jingjixuejia/](Jingjixuejia/)
_{《经济学家》} | | [Caijing-Kexue/](Caijing-Kexue/)
_{《财经科学》} | [Caimao-Jingji/](Caimao-Jingji/)
_{《财贸经济》} | [Jinrong-Jianguan-Yanjiu/](Jinrong-Jianguan-Yanjiu/)
_{《金融监管研究》} | [Waiguo-Jingji-Yu-Guanli/](Waiguo-Jingji-Yu-Guanli/)
_{《外国经济与管理》} | | [Zhongguo-Keji-Luntan/](Zhongguo-Keji-Luntan/)
_{《中国科技论坛》} | [Gongcheng-Guanli-Keji-Qianyan/](Gongcheng-Guanli-Keji-Qianyan/)
_{《工程管理科技前沿》} | [Zhili-Yanjiu/](Zhili-Yanjiu/)
_{《治理研究》} | [Chanye-Jingji-Yanjiu/](Chanye-Jingji-Yanjiu/)
_{《产业经济研究》} | | [Jingji-Wenti-Tansuo/](Jingji-Wenti-Tansuo/)
_{《经济问题探索》} | [Guoji-Jingji-Pinglun/](Guoji-Jingji-Pinglun/)
_{《国际经济评论》} | [Guoji-Jingmao-Tansuo/](Guoji-Jingmao-Tansuo/)
_{《国际经贸探索》} | [Nongye-Jingji-Wenti/](Nongye-Jingji-Wenti/)
_{《农业经济问题》} | | [Nongye-Jishu-Jingji/](Nongye-Jishu-Jingji/)
_{《农业技术经济》} | [Shangye-Jingji-Yu-Guanli/](Shangye-Jingji-Yu-Guanli/)
_{《商业经济与管理》} | [Zhongyang-Caijing-Daxue-Xuebao/](Zhongyang-Caijing-Daxue-Xuebao/)
_{《中央财经大学学报》} | [Caijing-Yanjiu/](Caijing-Yanjiu/)
_{《财经研究》} | | [Jinrong-Yanjiu/](Jinrong-Yanjiu/)
_{《金融研究》} | [Guangdong-Caijing-Daxue-Xuebao/](Guangdong-Caijing-Daxue-Xuebao/)
_{《广东财经大学学报》} | [Guanli-Gongcheng-Xuebao/](Guanli-Gongcheng-Xuebao/)
_{《管理工程学报》} | [Guoji-Maoyi-Wenti/](Guoji-Maoyi-Wenti/)
_{《国际贸易问题》} | | [Jiangxi-Caijing-Daxue-Xuebao/](Jiangxi-Caijing-Daxue-Xuebao/)
_{《江西财经大学学报》} | [Hongguan-Zhiliang-Yanjiu/](Hongguan-Zhiliang-Yanjiu/)
_{《宏观质量研究》} | [Guanli-Xuekan/](Guanli-Xuekan/)
_{《管理学刊》} | [Guanli-Kexue-Xuebao/](Guanli-Kexue-Xuebao/)
_{《管理科学学报》} | | [Gonggong-Guanli-Xuebao/](Gonggong-Guanli-Xuebao/)
_{《公共管理学报》} | [Shuliang-Jingji-Jishu-Jingji-Yanjiu/](Shuliang-Jingji-Jishu-Jingji-Yanjiu/)
_{《数量经济技术经济研究》} | [Shanghai-Caijing-Daxue-Xuebao/](Shanghai-Caijing-Daxue-Xuebao/)
_{《上海财经大学学报》} | [Shanxi-Caijing-Daxue-Xuebao/](Shanxi-Caijing-Daxue-Xuebao/)
_{《山西财经大学学报》} | | [Shijie-Jingji/](Shijie-Jingji/)
_{《世界经济》} | [Zhongnan-Caijing-Zhengfa-Daxue-Xuebao/](Zhongnan-Caijing-Zhengfa-Daxue-Xuebao/)
_{《中南财经政法大学学报》} | [Hongguan-Jingji-Yanjiu/](Hongguan-Jingji-Yanjiu/)
_{《宏观经济研究》} | [Guanli-Pinglun/](Guanli-Pinglun/)
_{《管理评论》} | | [Guanli-Kexue/](Guanli-Kexue/)
_{《管理科学》} | [Guanli-Shijie/](Guanli-Shijie/)
_{《管理世界》} | [Xiandai-Jingji-Tantao/](Xiandai-Jingji-Tantao/)
_{《现代经济探讨》} | [Dangdai-Jingji-Kexue/](Dangdai-Jingji-Kexue/)
_{《当代经济科学》} | | [Xiandai-Caijing-Tianjin-Caijing-Daxue-Xuebao/](Xiandai-Caijing-Tianjin-Caijing-Daxue-Xuebao/)
_{《现代财经（天津财经大学学报）》} | [Xiandai-Jinrong-Yanjiu/](Xiandai-Jinrong-Yanjiu/)
_{《现代金融研究》} | [Nankai-Guanli-Pinglun/](Nankai-Guanli-Pinglun/)
_{《南开管理评论》} | [Nankai-Jingji-Yanjiu/](Nankai-Jingji-Yanjiu/)
_{《南开经济研究》} | | [Zuzhi-Yu-Guanli/](Zuzhi-Yu-Guanli/)
_{《组织与管理》} | [Gonggong-Guanli-Yu-Zhengce-Pinglun/](Gonggong-Guanli-Yu-Zhengce-Pinglun/)
_{《公共管理与政策评论》} | [Caizheng-Yanjiu/](Caizheng-Yanjiu/)
_{《财政研究》} | [Gaige/](Gaige/)
_《改革》 | | [Jingji-Tizhi-Gaige/](Jingji-Tizhi-Gaige/)
_{《经济体制改革》} | [Yanjiu-Yu-Fazhan-Guanli/](Yanjiu-Yu-Fazhan-Guanli/)
_{《研究与发展管理》} | [Jingji-Yu-Guanli-Yanjiu/](Jingji-Yu-Guanli-Yanjiu/)
_{《经济与管理研究》} | [Caijing-Wenti-Yanjiu/](Caijing-Wenti-Yanjiu/)
_{《财经问题研究》} | | [Zhengzhi-Jingjixue-Pinglun/](Zhengzhi-Jingjixue-Pinglun/)
_{《政治经济学评论》} | [Nongcun-Jingji/](Nongcun-Jingji/)
_{《农村经济》} | [Keji-Jinbu-Yu-Duice/](Keji-Jinbu-Yu-Duice/)
_{《科技进步与对策》} | [Kexuexue-Yu-Kexue-Jishu-Guanli/](Kexuexue-Yu-Kexue-Jishu-Guanli/)
_{《科学学与科学技术管理》} | | [Keyan-Guanli/](Keyan-Guanli/)
_{《科研管理》} | [Kexue-Juece/](Kexue-Juece/)
_{《科学决策》} | [Kexue-Guanli-Yanjiu/](Kexue-Guanli-Yanjiu/)
_{《科学管理研究》} | [Zhengquan-Shichang-Daobao/](Zhengquan-Shichang-Daobao/)
_{《证券市场导报》} | | [Shanghai-Jingji-Yanjiu/](Shanghai-Jingji-Yanjiu/)
_{《上海经济研究》} | [Shehui-Baozhang-Pinglun/](Shehui-Baozhang-Pinglun/)
_{《社会保障评论》} | [Ruan-Kexue/](Ruan-Kexue/)
_{《软科学》} | [Nanfang-Jingji/](Nanfang-Jingji/)
_{《南方经济》} | | [Laodong-Jingji-Yanjiu/](Laodong-Jingji-Yanjiu/)
_{《劳动经济研究》} | [Kexuexue-Yanjiu/](Kexuexue-Yanjiu/)
_{《科学学研究》} | [Jinrong-Jingjixue-Yanjiu/](Jinrong-Jingjixue-Yanjiu/)
_{《金融经济学研究》} | [Guoji-Jinrong-Yanjiu/](Guoji-Jinrong-Yanjiu/)
_{《国际金融研究》} | | [Xitong-Gongcheng-Lilun-Yu-Shijian/](Xitong-Gongcheng-Lilun-Yu-Shijian/)
_{《系统工程理论与实践》} | [Shuiwu-Yanjiu/](Shuiwu-Yanjiu/)
_{《税务研究》} | [Shijie-Jingji-Wenhui/](Shijie-Jingji-Wenhui/)
_{《世界经济文汇》} | [Shijie-Jingji-Yanjiu/](Shijie-Jingji-Yanjiu/)
_{《世界经济研究》} | ### English Econ & Business Journals · 100 Folders | | | | | |---|---|---|---| | [American-Economic-Review/](American-Economic-Review/)
_{American Economic Review} | [Quarterly-Journal-of-Economics/](Quarterly-Journal-of-Economics/)
_{Quarterly Journal of Economics} | [Journal-of-Political-Economy/](Journal-of-Political-Economy/)
_{Journal of Political Economy} | [Econometrica/](Econometrica/)
_Econometrica | | [Review-of-Economic-Studies/](Review-of-Economic-Studies/)
_{Review of Economic Studies} | [AER-Insights/](AER-Insights/)
_{AER: Insights} | [AEJ-Applied-Economics/](AEJ-Applied-Economics/)
_{AEJ: Applied Economics} | [AEJ-Macroeconomics/](AEJ-Macroeconomics/)
_{AEJ: Macroeconomics} | | [AEJ-Microeconomics/](AEJ-Microeconomics/)
_{AEJ: Microeconomics} | [AEJ-Economic-Policy/](AEJ-Economic-Policy/)
_{AEJ: Economic Policy} | [Journal-of-Economic-Literature/](Journal-of-Economic-Literature/)
_{Journal of Economic Literature} | [Journal-of-Economic-Perspectives/](Journal-of-Economic-Perspectives/)
_{Journal of Economic Perspectives} | | [Review-of-Economics-and-Statistics/](Review-of-Economics-and-Statistics/)
_{Review of Economics and Statistics} | [Journal-of-Econometrics/](Journal-of-Econometrics/)
_{Journal of Econometrics} | [Journal-of-Monetary-Economics/](Journal-of-Monetary-Economics/)
_{Journal of Monetary Economics} | [Journal-of-Economic-Growth/](Journal-of-Economic-Growth/)
_{Journal of Economic Growth} | | [Journal-of-Labor-Economics/](Journal-of-Labor-Economics/)
_{Journal of Labor Economics} | [Journal-of-the-European-Economic-Association/](Journal-of-the-European-Economic-Association/)
_{Journal of the European Economic Association} | [The-Economic-Journal/](The-Economic-Journal/)
_{The Economic Journal} | [RAND-Journal-of-Economics/](RAND-Journal-of-Economics/)
_{RAND Journal of Economics} | | [Journal-of-International-Economics/](Journal-of-International-Economics/)
_{Journal of International Economics} | [Journal-of-Public-Economics/](Journal-of-Public-Economics/)
_{Journal of Public Economics} | [Journal-of-Development-Economics/](Journal-of-Development-Economics/)
_{Journal of Development Economics} | [Journal-of-Economic-Theory/](Journal-of-Economic-Theory/)
_{Journal of Economic Theory} | | [Journal-of-Money-Credit-and-Banking/](Journal-of-Money-Credit-and-Banking/)
_{Journal of Money, Credit and Banking} | [Review-of-Economic-Dynamics/](Review-of-Economic-Dynamics/)
_{Review of Economic Dynamics} | [European-Economic-Review/](European-Economic-Review/)
_{European Economic Review} | [Journal-of-Human-Resources/](Journal-of-Human-Resources/)
_{Journal of Human Resources} | | [International-Economic-Review/](International-Economic-Review/)
_{International Economic Review} | [Experimental-Economics/](Experimental-Economics/)
_{Experimental Economics} | [Journal-of-Applied-Econometrics/](Journal-of-Applied-Econometrics/)
_{Journal of Applied Econometrics} | [Journal-of-Business-and-Economic-Statistics/](Journal-of-Business-and-Economic-Statistics/)
_{Journal of Business & Economic Statistics} | | [Journal-of-Health-Economics/](Journal-of-Health-Economics/)
_{Journal of Health Economics} | [Journal-of-Environmental-Economics-and-Management/](Journal-of-Environmental-Economics-and-Management/)
_{Journal of Environmental Economics and Management} | [Journal-of-Urban-Economics/](Journal-of-Urban-Economics/)
_{Journal of Urban Economics} | [Games-and-Economic-Behavior/](Games-and-Economic-Behavior/)
_{Games and Economic Behavior} | | [Journal-of-Law-and-Economics/](Journal-of-Law-and-Economics/)
_{Journal of Law and Economics} | [Journal-of-Law-Economics-and-Organization/](Journal-of-Law-Economics-and-Organization/)
_{Journal of Law, Economics, and Organization} | [World-Development/](World-Development/)
_{World Development} | [World-Bank-Economic-Review/](World-Bank-Economic-Review/)
_{World Bank Economic Review} | | [IMF-Economic-Review/](IMF-Economic-Review/)
_{IMF Economic Review} | [Annual-Review-of-Economics/](Annual-Review-of-Economics/)
_{Annual Review of Economics} | [Brookings-Papers-on-Economic-Activity/](Brookings-Papers-on-Economic-Activity/)
_{Brookings Papers on Economic Activity} | [Economic-Policy/](Economic-Policy/)
_{Economic Policy} | | [Journal-of-Risk-and-Uncertainty/](Journal-of-Risk-and-Uncertainty/)
_{Journal of Risk and Uncertainty} | [Quantitative-Economics/](Quantitative-Economics/)
_{Quantitative Economics} | [The-Econometrics-Journal/](The-Econometrics-Journal/)
_{The Econometrics Journal} | [Econometric-Theory/](Econometric-Theory/)
_{Econometric Theory} | | [Journal-of-Economic-Behavior-and-Organization/](Journal-of-Economic-Behavior-and-Organization/)
_{Journal of Economic Behavior & Organization} | [Journal-of-Economic-Geography/](Journal-of-Economic-Geography/)
_{Journal of Economic Geography} | [Journal-of-Finance/](Journal-of-Finance/)
_{Journal of Finance} | [Journal-of-Financial-Economics/](Journal-of-Financial-Economics/)
_{Journal of Financial Economics} | | [Review-of-Financial-Studies/](Review-of-Financial-Studies/)
_{Review of Financial Studies} | [Review-of-Finance/](Review-of-Finance/)
_{Review of Finance} | [Journal-of-Financial-and-Quantitative-Analysis/](Journal-of-Financial-and-Quantitative-Analysis/)
_{Journal of Financial and Quantitative Analysis} | [Journal-of-Financial-Intermediation/](Journal-of-Financial-Intermediation/)
_{Journal of Financial Intermediation} | | [Journal-of-Financial-Markets/](Journal-of-Financial-Markets/)
_{Journal of Financial Markets} | [Journal-of-Banking-and-Finance/](Journal-of-Banking-and-Finance/)
_{Journal of Banking & Finance} | [Journal-of-Corporate-Finance/](Journal-of-Corporate-Finance/)
_{Journal of Corporate Finance} | [Journal-of-International-Money-and-Finance/](Journal-of-International-Money-and-Finance/)
_{Journal of International Money and Finance} | | [Mathematical-Finance/](Mathematical-Finance/)
_{Mathematical Finance} | [Journal-of-Empirical-Finance/](Journal-of-Empirical-Finance/)
_{Journal of Empirical Finance} | [Financial-Management/](Financial-Management/)
_{Financial Management} | [Academy-of-Management-Journal/](Academy-of-Management-Journal/)
_{Academy of Management Journal} | | [Academy-of-Management-Review/](Academy-of-Management-Review/)
_{Academy of Management Review} | [Academy-of-Management-Annals/](Academy-of-Management-Annals/)
_{Academy of Management Annals} | [Administrative-Science-Quarterly/](Administrative-Science-Quarterly/)
_{Administrative Science Quarterly} | [Strategic-Management-Journal/](Strategic-Management-Journal/)
_{Strategic Management Journal} | | [Organization-Science/](Organization-Science/)
_{Organization Science} | [Journal-of-Management/](Journal-of-Management/)
_{Journal of Management} | [Journal-of-Management-Studies/](Journal-of-Management-Studies/)
_{Journal of Management Studies} | [Organization-Studies/](Organization-Studies/)
_{Organization Studies} | | [Human-Relations/](Human-Relations/)
_{Human Relations} | [Human-Resource-Management/](Human-Resource-Management/)
_{Human Resource Management} | [Journal-of-International-Business-Studies/](Journal-of-International-Business-Studies/)
_{Journal of International Business Studies} | [Research-Policy/](Research-Policy/)
_{Research Policy} | | [Journal-of-Business-Venturing/](Journal-of-Business-Venturing/)
_{Journal of Business Venturing} | [Entrepreneurship-Theory-and-Practice/](Entrepreneurship-Theory-and-Practice/)
_{Entrepreneurship Theory and Practice} | [Journal-of-Marketing/](Journal-of-Marketing/)
_{Journal of Marketing} | [Journal-of-Marketing-Research/](Journal-of-Marketing-Research/)
_{Journal of Marketing Research} | | [Marketing-Science/](Marketing-Science/)
_{Marketing Science} | [Journal-of-Consumer-Research/](Journal-of-Consumer-Research/)
_{Journal of Consumer Research} | [Journal-of-Consumer-Psychology/](Journal-of-Consumer-Psychology/)
_{Journal of Consumer Psychology} | [Journal-of-the-Academy-of-Marketing-Science/](Journal-of-the-Academy-of-Marketing-Science/)
_{Journal of the Academy of Marketing Science} | | [The-Accounting-Review/](The-Accounting-Review/)
_{The Accounting Review} | [Journal-of-Accounting-Research/](Journal-of-Accounting-Research/)
_{Journal of Accounting Research} | [Journal-of-Accounting-and-Economics/](Journal-of-Accounting-and-Economics/)
_{Journal of Accounting and Economics} | [Review-of-Accounting-Studies/](Review-of-Accounting-Studies/)
_{Review of Accounting Studies} | | [Contemporary-Accounting-Research/](Contemporary-Accounting-Research/)
_{Contemporary Accounting Research} | [Accounting-Organizations-and-Society/](Accounting-Organizations-and-Society/)
_{Accounting, Organizations and Society} | [Management-Science/](Management-Science/)
_{Management Science} | [Operations-Research/](Operations-Research/)
_{Operations Research} | | [Manufacturing-and-Service-Operations-Management/](Manufacturing-and-Service-Operations-Management/)
_{Manufacturing & Service Operations Management} | [Journal-of-Operations-Management/](Journal-of-Operations-Management/)
_{Journal of Operations Management} | [Production-and-Operations-Management/](Production-and-Operations-Management/)
_{Production and Operations Management} | [MIS-Quarterly/](MIS-Quarterly/)
_{MIS Quarterly} | | [Information-Systems-Research/](Information-Systems-Research/)
_{Information Systems Research} | [Journal-of-Management-Information-Systems/](Journal-of-Management-Information-Systems/)
_{Journal of Management Information Systems} | [Journal-of-the-Association-for-Information-Systems/](Journal-of-the-Association-for-Information-Systems/)
_{Journal of the Association for Information Systems} | [INFORMS-Journal-on-Computing/](INFORMS-Journal-on-Computing/)
_{INFORMS Journal on Computing} |

--- ## 🎯 Why "Journal-Specific" Skills? Top journals impose constraints that differ materially across venues: - **AER** desk-rejects on identification design (TWFE, weak IV, naive RDD). - **《管理世界》** desk-rejects on missing China institutional context. - **《经济研究》** desk-rejects on missing canonical theory citations. A one-size-fits-all "economics writing" skill cannot encode these differences. Each pack here is opinionated by venue. --- ## 🔬 What's Inside a Depth Pack? Take the most complete one — the **Economic Research depth pack** (18 skills) — as the model. A depth pack slices the **full lifecycle** of an empirical paper, from topic selection to reviewer rebuttal, into stages an agent can invoke one at a time. Each skill owns a single stage, and every one of them encodes **this one journal's** specific red lines — not generic "academic writing." | Stage | Skills | What it gates for you | |-------|--------|-----------------------| | **① Topic & positioning** | `er-topic-selection` · `er-literature-review` · `er-theory-hypotheses` | theoretical contribution, literature positioning, hypothesis chain | | **② Empirical design** | `er-identification` · `er-data-sample` · `er-mechanism` · `er-heterogeneity` · `er-robustness` | identification strategy, data construction, mechanism & heterogeneity, robustness | | **③ Drafting** | `er-introduction` · `er-abstract` · `er-tables-figures` · `er-style` · `er-policy-implication` | intro narrative, abstract conventions, table/figure format, policy implications | | **④ Submission & revision** | `er-reviewer-lens` · `er-reproducibility` · `er-submission` · `er-rebuttal` | reviewer-lens self-audit, replication package, pre-submission preflight, point-by-point rebuttal | | **⑤ Orchestration** | `er-workflow` | runs across the whole flow, deciding which skill to call next | > **Depth pack vs. breadth bundle:** a journal in a **breadth bundle** ships just one lightweight "fit + house-style" skill — ideal for the **selection stage** when comparing targets. Once you've picked, install the matching **depth pack** for the full ~18-step workflow. Stage counts vary slightly by journal (~11–18 steps). --- ## 📚 The Skill Packs > **Scope.** This index targets **business & social-science flagships (Chinese + English)**, **humanities & broader social science** (sociology / anthropology / law / geography / political science / psychology / demography / communication / history / art / philosophy / literature / religion), **top natural-science / clinical / physical / environment / agriculture journals (English)**, **top engineering & technology journals (English)**, and **top computer-science conferences with AI first**. Each flagship venue ships as a **depth pack** (single-venue, end-to-end ~12-step workflow); nine **breadth bundles** add one fit-and-house-style skill per venue — [Computer-Science-Conference-Skills](Computer-Science-Conference-Skills/) for 155 CS conferences + router, [Chinese-SocialScience-Journal-Skills](Chinese-SocialScience-Journal-Skills/) for 103 Chinese social-science journal profiles (the 100 China econ/management roadmap journals plus 3 broader social-science flagships), [English-SocialScience-Journal-Skills](English-SocialScience-Journal-Skills/) for the 100 mainstream English econ/finance/management/accounting/marketing/OM/IS journals, [English-NaturalScience-Journal-Skills](English-NaturalScience-Journal-Skills/) for 154 mainstream English natural-science / clinical / physical / formal-science journals, [Engineering-Technology-Journal-Skills](Engineering-Technology-Journal-Skills/) for 40 flagship English engineering and technology journals, [Agriculture-Environment-Journal-Skills](Agriculture-Environment-Journal-Skills/) for 30 flagship English agriculture, environment and earth-science journals, [Clinical-Medicine-Journal-Skills](Clinical-Medicine-Journal-Skills/) for 30 flagship English specialty clinical-medicine journals, and [English-Humanities-Journal-Skills](English-Humanities-Journal-Skills/) for 36 flagship English humanities journals, and [Chinese-Sport-Science-Journal-Skills](Chinese-Sport-Science-Journal-Skills/) for 12 flagship Chinese sport-science (体育学) journals. The flagship Chinese venues, AER on the English side, and the five natural-science flagships (Science, Cell, PNAS, NEJM, The Lancet) are intentionally covered both ways. Natural sciences also ship as **first-party depth packs** alongside the curated third-party Nature packs. ### Computer science · AI-first conference breadth bundle | Bundle | Pack | Coverage | Skills | |--------|------|----------|-------:| | **155 CS/AI conference profiles** | [Computer-Science-Conference-Skills/](Computer-Science-Conference-Skills/) | 155 conference skills + `cs-ai-conference-workflow` router | 156 | ### Computer science · AI-first conference depth packs | Venue | Pack | Coverage | Skills | |-------|------|----------|-------:| | **NeurIPS** Conference on Neural Information Processing Systems | [NeurIPS-Skills/](NeurIPS-Skills/) | Main-track submission, OpenReview author response, camera-ready, artifacts, reproducibility, supplementary material, review process, writing style, related work, experiments, workflow, and topic selection | 12 | | **ICML** International Conference on Machine Learning | [ICML-Skills/](ICML-Skills/) | Main-track submission, OpenReview rebuttal, PMLR camera-ready, artifacts, reproducibility, supplementary material, review process, writing style, related work, experiments, workflow, and topic selection | 12 | | **ICLR** International Conference on Learning Representations | [ICLR-Skills/](ICLR-Skills/) | OpenReview submission, author discussion, camera-ready, artifacts, reproducibility, supplementary material, review process, writing style, related work, experiments, workflow, and topic selection | 12 | | **AAAI** AAAI Conference on Artificial Intelligence | [AAAI-Skills/](AAAI-Skills/) | Main technical track submission, two-phase review, rebuttal, AI-assisted review handling, camera-ready, artifacts, reproducibility, supplementary material, writing style, experiments, workflow, and topic selection | 12 | | **IJCAI** International Joint Conference on Artificial Intelligence | [IJCAI-Skills/](IJCAI-Skills/) | Chairing Tool submission, two-phase review, one-page author response, camera-ready, artifacts, reproducibility, supplementary material, related work, experiments, workflow, and topic selection | 12 | | **AISTATS** International Conference on Artificial Intelligence and Statistics | [AISTATS-Skills/](AISTATS-Skills/) | OpenReview submission, text-only author-reviewer discussion, PMLR camera-ready, artifacts, reproducibility checklist, supplementary material, statistical writing, experiments, workflow, and topic selection | 12 | | **UAI** Conference on Uncertainty in Artificial Intelligence | [UAI-Skills/](UAI-Skills/) | AUAI main-conference OpenReview submission, author response, PMLR camera-ready, artifacts, reproducibility, supplementary material, probabilistic-modeling writing, experiments, workflow, and topic selection | 12 | | **COLT** Conference on Learning Theory | [COLT-Skills/](COLT-Skills/) | Learning-theory submission, proof organization and appendices, author response, PMLR camera-ready, theory-style reproducibility and code norms, review process, writing style, related work, workflow, and topic selection | 12 | | **MLSys** Conference on Machine Learning and Systems | [MLSys-Skills/](MLSys-Skills/) | Research/Industrial dual-track submission, artifact-evaluation badges, performance-measurement methodology, reproducibility, supplementary material, review process, systems writing, experiments, workflow, and topic selection | 12 | | **KDD** ACM SIGKDD Conference on Knowledge Discovery and Data Mining | [KDD-Skills/](KDD-Skills/) | Research/ADS track choice across two submission cycles, sigconf and ACM TAPS, rebuttal and Resubmit handling, deployment evidence, reproducibility, supplementary material, experiments, workflow, and topic selection | 12 | | **The Web Conference** ACM Web Conference (WWW) | [The-Web-Conference-Skills/](The-Web-Conference-Skills/) | Ten-research-track selection, EasyChair submission, author-list freeze at the abstract deadline, single-PDF 12-page arithmetic, the 7-submission cap, rebuttal, camera-ready, reproducibility, experiments, workflow, and topic selection | 12 | | **WSDM** ACM International Conference on Web Search and Data Mining | [WSDM-Skills/](WSDM-Skills/) | EasyChair submission, appendix-inclusive page budget, the required ethical-considerations section, desk-reject defense at a no-rebuttal venue, anonymization, review process, writing style, experiments, workflow, and topic selection | 12 | | **SIGIR** ACM SIGIR Conference on Research and Development in Information Retrieval | [SIGIR-Skills/](SIGIR-Skills/) | Full/short dual-format page budgets (appendices counted inside), per-track OpenReview groups, PC-nomination duty, IR evaluation rigor (test collections, significance testing), ACM TAPS, reproducibility, workflow, and topic selection | 12 | | **CVPR** IEEE/CVF Conference on Computer Vision and Pattern Recognition | [CVPR-Skills/](CVPR-Skills/) | Abstract-registration and OpenReview-profile duties, the 8-page figures-inclusive limit, the Compute Reporting Form, reviewer-duty enrollment, review at 10k+ scale, supplementary material, CVF open-access camera-ready, workflow, and topic selection | 12 | | **ICCV** IEEE/CVF International Conference on Computer Vision | [ICCV-Skills/](ICCV-Skills/) | Biennial cadence and the CVPR/ECCV retargeting triangle, OpenReview registration, review process, rebuttal, supplementary material, reproducibility, CVF open-access camera-ready, experiments, workflow, and topic selection | 12 | | **ACL** Annual Meeting of the Association for Computational Linguistics | [ACL-Skills/](ACL-Skills/) | ACL Rolling Review cycles plus the commitment step, long/short page rules, the Responsible NLP checklist, the Findings tier, meta-review handling, ACL Anthology camera-ready, workflow, and topic selection | 12 | | **EMNLP** Conference on Empirical Methods in Natural Language Processing | [EMNLP-Skills/](EMNLP-Skills/) | ARR submission and EMNLP commitment, the empirical benchmark and error-analysis culture, long/short formats, the Findings tier, ethics review, demo/industry tracks, reproducibility, experiments, workflow, and topic selection | 12 | | **ICRA** IEEE International Conference on Robotics and Automation | [ICRA-Skills/](ICRA-Skills/) | PaperPlaza submission, the 6+2 page rule, the RA-L versus direct-submission decision, video-attachment norms, real-robot experiment expectations, single-blind review, IEEE Xplore camera-ready, experiments, workflow, and topic selection | 12 | | **CHI** ACM CHI Conference on Human Factors in Computing Systems | [CHI-Skills/](CHI-Skills/) | PCS submission, subcommittee selection strategy, contribution-type diversity, word-count norms (no fixed page limit), 1AC/2AC review with rebuttal, accessible camera-ready, video figures, workflow, and topic selection | 12 | | **SOSP** ACM Symposium on Operating Systems Principles | [SOSP-Skills/](SOSP-Skills/) | HotCRP submission, the 12-page body rule, double-blind conflict discipline, author response, sysartifacts badges, the SIGOPS Hall of Fame lineage, the SOSP/OSDI both-annual retargeting calendar, workflow, and topic selection | 12 | | **OSDI** USENIX Symposium on Operating Systems Design and Implementation | [OSDI-Skills/](OSDI-Skills/) | USENIX open access, HotCRP submission, the 12-page no-appendix rule, artifact badges (Available/Functional/Reproduced), the response process, systems measurement methodology, workflow, and topic selection | 12 | | **IEEE S&P** IEEE Symposium on Security and Privacy | [IEEE-SP-Skills/](IEEE-SP-Skills/) | Multi-cycle submission with the Revise pathway, the compsoc 13+5 page format, mandatory ORCID matching, the Research Ethics Committee and responsible disclosure, the SoK paper type, artifact badges, workflow, and topic selection | 12 | | **ACM CCS** ACM Conference on Computer and Communications Security | [ACM-CCS-Skills/](ACM-CCS-Skills/) | Dual-cycle HotCRP submission, the sigconf 12-page body, the ethics-considerations appendix, minor-revision mechanics, the ACM artifact badge ladder, the Big-Four security retargeting calendar, workflow, and topic selection | 12 | | **ICSE** IEEE/ACM International Conference on Software Engineering | [ICSE-Skills/](ICSE-Skills/) | Dual-cycle research track, the 10+2 page IEEE format, double-anonymous review with the open-science policy, threats-to-validity culture, NIER/SEIP/Demo retargeting, artifact badges, workflow, and topic selection | 12 | | **NAACL** Nations of the Americas Chapter of the ACL | [NAACL-Skills/](NAACL-Skills/) | ARR submission and commitment, the 2024 renaming and Americas identity, the skipped-year reality (no 2026 edition), the Findings tier, the Responsible NLP checklist, theme tracks, workflow, and topic selection | 12 | | **ECCV** European Conference on Computer Vision | [ECCV-Skills/](ECCV-Skills/) | Even-year cadence and the CVPR/ICCV retargeting triangle, the 14-page single-column LNCS format (figures included), the one-page rebuttal, Springer + ECVA open access (not CVF), reviewer-duty enforcement, workflow, and topic selection | 12 | | **PLDI** ACM SIGPLAN Conference on Programming Language Design and Implementation | [PLDI-Skills/](PLDI-Skills/) | PACMPL journal-style publication, HotCRP double-blind, the 20-page acmsmall format, SIGPLAN Empirical Evaluation Guidelines, Zenodo artifact badges, SIGPLAN-family retargeting, workflow, and topic selection | 12 | | **SIGMOD** ACM SIGMOD International Conference on Management of Data | [SIGMOD-Skills/](SIGMOD-Skills/) | The PACMMOD multi-round model with revision outcomes, ARI reproducibility badges, cross-round anonymity, the industrial track, the VLDB/PVLDB retargeting decision, workflow, and topic selection | 12 | | **STOC** ACM Symposium on Theory of Computing | [STOC-Skills/](STOC-Skills/) | The SIGACT flagship theory venue, the arXiv full-version culture, proof organization and re-derivability, the STOC/FOCS retargeting calendar, TheoryFest, workflow, and topic selection | 12 | | **NSDI** USENIX Symposium on Networked Systems Design and Implementation | [NSDI-Skills/](NSDI-Skills/) | The two-deadline-per-year calendar, the networked-systems boundary versus OSDI/SOSP, USENIX open access, sysartifacts badges, deployment-evidence culture, workflow, and topic selection | 12 | | **USENIX Security** USENIX Security Symposium | [USENIX-Security-Skills/](USENIX-Security-Skills/) | Dual cycles with the Shepherd-Approval mechanic (Major Revision retired for '26), 13 pages plus mandatory ethics and open-science appendices, two-phase artifact evaluation, Big-Four security retargeting, workflow, and topic selection | 12 | | **NDSS** Network and Distributed System Security Symposium | [NDSS-Skills/](NDSS-Skills/) | Dual cycles with two-round review and early reject, Minor/Major Revision outcomes, the Ethics Review Board, Internet Society free open-access proceedings, secartifacts badges, workflow, and topic selection | 12 | | **FOCS** IEEE Symposium on Foundations of Computer Science | [FOCS-Skills/](FOCS-Skills/) | The IEEE TCMF theory flagship, the STOC/FOCS spring-fall retargeting rhythm, the arXiv full-version culture, proof organization, the Machtey Award lineage, workflow, and topic selection | 12 | | **SODA** ACM-SIAM Symposium on Discrete Algorithms | [SODA-Skills/](SODA-Skills/) | Joint ACM-SIAM machinery and the January slot, the theory-triangle calendar, SOSA/ALENEX/ANALCO satellite routing, SIAM format norms, workflow, and topic selection | 12 | | **POPL** ACM SIGPLAN Symposium on Principles of Programming Languages | [POPL-Skills/](POPL-Skills/) | PACMPL publication, the 25-page text limit, full double-blind since 2023, conditional acceptance with mandatory revision, the mechanized-proof artifact culture (no admits), workflow, and topic selection | 12 | | **OOPSLA** ACM SIGPLAN OOPSLA (SPLASH) | [OOPSLA-Skills/](OOPSLA-Skills/) | The two-round PACMPL model, four review outcomes with cross-round Major Revision, the 23/25-page acmsmall format, the Data-Availability Statement, the SPLASH umbrella, workflow, and topic selection | 12 | | **VLDB** International Conference on Very Large Data Bases | [VLDB-Skills/](VLDB-Skills/) | PVLDB monthly rolling submission with revision windows, month-picking strategy, reproducibility badges, the scalable-data-science and industrial tracks, the SIGMOD/PVLDB retargeting decision, workflow, and topic selection | 12 | | **CIKM** ACM International Conference on Information and Knowledge Management | [CIKM-Skills/](CIKM-Skills/) | The tri-community IR+DM+KM identity, full/short/resource tracks, the fall retargeting role versus SIGIR/WSDM/KDD, knowledge-graph and enterprise flavor, workflow, and topic selection | 12 | | **EuroSys** European Conference on Computer Systems | [EuroSys-Skills/](EuroSys-Skills/) | The European SIGOPS flagship, the dual-deadline calendar, the systems retargeting matrix, sysartifacts badges, HotCRP double-blind, workflow, and topic selection | 12 | | **ASPLOS** ACM ASPLOS | [ASPLOS-Skills/](ASPLOS-Skills/) | The architecture+PL+OS intersection identity, the multi-deadline cycle with revisions, hardware-evaluation methodology (simulators, silicon, FPGA), ACM artifact badges, workflow, and topic selection | 12 | | **UIST** ACM Symposium on User Interface Software and Technology | [UIST-Skills/](UIST-Skills/) | The interface-systems contribution bar (techniques, hardware, toolkits), PCS submission, the video-figure demo culture, CHI-vs-UIST routing, the single-track community, workflow, and topic selection | 12 | | **CSCW** ACM CSCW / PACMHCI | [CSCW-Skills/](CSCW-Skills/) | PACMHCI journal mechanics and the 2027 rolling-submission transition (both regimes taught), R&R culture, qualitative+quantitative methods pluralism, sensitive-community anonymization, workflow, and topic selection | 12 | | **ISCA** ACM/IEEE International Symposium on Computer Architecture | [ISCA-Skills/](ISCA-Skills/) | The June architecture flagship, rebuttal and revision mechanics, simulation-methodology rigor (gem5, workload selection), artifact evaluation, the ISCA/MICRO/ASPLOS/HPCA retargeting calendar, workflow, and topic selection | 12 | | **MICRO** IEEE/ACM International Symposium on Microarchitecture | [MICRO-Skills/](MICRO-Skills/) | The October microarchitecture flagship, double-blind with rebuttal, pipeline-level simulation and power-modeling evidence, the Test-of-Time lineage, workflow, and topic selection | 12 | | **RSS** Robotics: Science and Systems | [RSS-Skills/](RSS-Skills/) | The single-track selective identity and science-claim bar, free open access at roboticsproceedings, the ICRA/IROS/RSS/CoRL retargeting calendar, real-robot evidence, workflow, and topic selection | 12 | | **CoRL** Conference on Robot Learning | [CoRL-Skills/](CoRL-Skills/) | The robot-learning intersection (routing vs ICRA/RSS/NeurIPS/ICLR), OpenReview rebuttal, PMLR proceedings, sim-to-real and evaluation-episode rigor, workflow, and topic selection | 12 | | **INTERSPEECH** Annual Conference of ISCA | [INTERSPEECH-Skills/](INTERSPEECH-Skills/) | The speech flagship's 4-page-plus-references format, ISCA archive open access, WER/MOS evaluation with significance testing, corpus-license hygiene, workflow, and topic selection | 12 | | **COLM** Conference on Language Modeling | [COLM-Skills/](COLM-Skills/) | The young LM-focused venue (routing vs ACL/EMNLP/ICLR/NeurIPS), OpenReview rebuttal, evaluation contamination and compute disclosure, API-model reproducibility caveats, workflow, and topic selection | 12 | | **HPCA** IEEE International Symposium on High-Performance Computer Architecture | [HPCA-Skills/](HPCA-Skills/) | The winter-conference/July-deadline slot, IEEE-CS TCCA sponsorship with IEEE reproducibility badging (not ACM), the 11-page body with all-author references, the single rebuttal/revision window, ISCA/MICRO/ASPLOS/HPCA retargeting, workflow, and topic selection | 12 | | **IROS** IEEE/RSJ International Conference on Intelligent Robots and Systems | [IROS-Skills/](IROS-Skills/) | The fall IEEE/RSJ mega-venue, PaperPlaza submission, the 6+2 page budget with references counted, the 60s/10MB video, the 2026 move to double-anonymous, the ICRA/IROS/RSS/CoRL calendar, workflow, and topic selection | 12 | | **ICDE** IEEE International Conference on Data Engineering | [ICDE-Skills/](ICDE-Skills/) | Two-round submission with revision outcomes, Microsoft CMT, the IEEE 12-page format, the SIGMOD/VLDB/ICDE triangle routing, the TKDE relationship, the 10-Year Influential Paper lineage, workflow, and topic selection | 12 | | **ICDM** IEEE International Conference on Data Mining | [ICDM-Skills/](ICDM-Skills/) | The IEEE data-mining flagship (routing vs KDD/CIKM/WSDM/SDM), strict anonymization, the no-rebuttal tradition, the regular-to-short demotion mechanic at acceptance, the 10-Year Highest-Impact lineage, workflow, and topic selection | 12 | | **RecSys** ACM Conference on Recommender Systems | [RecSys-Skills/](RecSys-Skills/) | Single-community routing, the dedicated Reproducibility track, offline/online and off-policy evaluation, industry density, the ACM two-column 8-page format, the 2026 LBR-to-R&P-Notes change, workflow, and topic selection | 12 | | **MobiCom** ACM International Conference on Mobile Computing and Networking | [MobiCom-Skills/](MobiCom-Skills/) | The SIGMOBILE flagship (routing vs MobiSys/SenSys/NSDI), the two-deadline calendar with revisions, real-device testbeds and RF/energy-measurement rigor, artifact badges, workflow, and topic selection | 12 | | **ACM MM** ACM International Conference on Multimedia | [ACM-MM-Skills/](ACM-MM-Skills/) | The SIGMM flagship and the multimedia-vs-pure-CV boundary (routing vs CVPR/ICCV), the thematic-area submission structure, sigconf format with rebuttal, the Brave New Ideas/Grand Challenges tracks, workflow, and topic selection | 12 | | **ICASSP** IEEE International Conference on Acoustics, Speech and Signal Processing | [ICASSP-Skills/](ICASSP-Skills/) | The IEEE SPS full-signal-processing flagship (routing vs INTERSPEECH), the 4+1 page format, the single-blind no-rebuttal tradition, CMT, the September slot, SPL/TASLP journal continuity, workflow, and topic selection | 12 | | **SIGCOMM** ACM SIGCOMM Conference | [SIGCOMM-Skills/](SIGCOMM-Skills/) | The single annual deadline, research/experience tracks, early-reject + rebuttal + shepherd-run one-shot revision, TAPS publication, ACM artifact badges, SIGCOMM/NSDI/MobiCom routing, workflow, and topic selection | 12 | | **EACL** European Chapter of the ACL | [EACL-Skills/](EACL-Skills/) | The European *ACL chapter, ARR single-cycle and commitment, long/short plus Findings, the Responsible NLP checklist, regional-chapter routing (vs ACL/EMNLP/NAACL), workflow, and topic selection | 12 | | **AAMAS** Autonomous Agents and Multiagent Systems | [AAMAS-Skills/](AAMAS-Skills/) | The IFAAMAS multiagent flagship, OpenReview double-blind, the Main/AAAI/JAAMAS/Blue-Sky tracks, the 8-page-plus-references limit, the JAAMAS journal relationship, workflow, and topic selection | 12 | | **WACV** IEEE/CVF Winter Conference on Applications of Computer Vision | [WACV-Skills/](WACV-Skills/) | The two-round Revise-and-Resubmit model, the Applications/Algorithms tracks, CVF open access + IEEE Xplore, the CVPR/ICCV/ECCV/WACV winter routing, the 8-page format, workflow, and topic selection | 12 | | **MobiSys** ACM Conference on Mobile Systems, Applications, and Services | [MobiSys-Skills/](MobiSys-Skills/) | The SIGMOBILE mobile-systems-and-apps flagship, on-device evaluation rigor (energy/latency/deployment), artifact badges, routing vs MobiCom/SenSys/NSDI, workflow, and topic selection | 12 | | **SenSys** ACM Conference on Embedded Networked Sensor Systems | [SenSys-Skills/](SenSys-Skills/) | The SIGMOBILE sensor/embedded/IoT flagship, real-deployment and low-power measurement rigor, the strong artifact culture, routing vs MobiCom/MobiSys/IPSN, workflow, and topic selection | 12 | | **ISSTA** ACM SIGSOFT International Symposium on Software Testing and Analysis | [ISSTA-Skills/](ISSTA-Skills/) | The testing-and-analysis flagship, the 18-page rule, the Major-Revision two-phase process, ACM badges + Zenodo culture, Defects4J-style benchmark rigor, routing vs ICSE/FSE/ASE, workflow, and topic selection | 12 | | **ESEC/FSE** ACM Conference on the Foundations of Software Engineering | [FSE-Skills/](FSE-Skills/) | The SIGSOFT foundations-of-SE flagship, the PACMSE journal-style multi-cycle model, double-blind + open science, threats-to-validity culture (independent of ICSE), routing vs ICSE/ASE/ISSTA, workflow, and topic selection | 12 | | **ASE** IEEE/ACM International Conference on Automated Software Engineering | [ASE-Skills/](ASE-Skills/) | The automated-SE flagship, IEEE/ACM dual sponsorship + dual proceedings, acmart 10+2, double-anonymous + early rejection, Available/Reusable badges, the "automation-as-contribution" topic test, routing vs ICSE/FSE/ISSTA, workflow, and topic selection | 12 | | **ICSME** IEEE International Conference on Software Maintenance and Evolution | [ICSME-Skills/](ICSME-Skills/) | The maintenance-and-evolution flagship, the IEEE single-round early-decision model, IEEEtran 10+2, the Journal-First/Registered-Reports/RENE tracks, mining-software-repositories evidence culture, the ROSE research-object badges, routing vs ICSE/FSE/ASE, workflow, and topic selection | 12 | | **PODS** ACM Symposium on Principles of Database Systems | [PODS-Skills/](PODS-Skills/) | The database-theory flagship co-located with SIGMOD, multiple submission cycles, lightweight double-anonymous EasyChair review, the acmsmall 15-page-plus-appendix budget, proof-appendix/arXiv-full-version in place of artifacts, the shepherded revision round, routing vs SIGMOD/VLDB/ICDE, workflow, and topic selection | 12 | | **CoNEXT** ACM Conference on emerging Networking EXperiments and Technologies | [CoNEXT-Skills/](CoNEXT-Skills/) | The networking-experiments flagship, two submission cycles per year feeding one annual program, the PACMNET journal-style model, one-shot major revision + shepherd, the reproducibility-committee badge, routing vs SIGCOMM/NSDI/IMC, workflow, and topic selection | 12 | | **IMC** ACM Internet Measurement Conference | [IMC-Skills/](IMC-Skills/) | The internet-measurement flagship, vantage-point representativeness and dataset release, the mandatory Ethics gate with IRB/responsible disclosure, the two-deadline One-Shot-Revision model, the Replicability Track, the Community Contribution Award, routing vs SIGCOMM/NSDI/CoNEXT, workflow, and topic selection | 12 | | **IPSN** ACM/IEEE Conference on Information Processing in Sensor Networks | [IPSN-Skills/](IPSN-Skills/) | The sensor-networks flagship, the IP/SPOTS dual-track model, CPS-IoT Week co-location, the ACM primary template ≤12pp, hardware-artifact reproducibility, TinyML/compressive-sensing/localization, submission routing to the merged new SenSys, routing vs SenSys/MobiSys/MobiCom, workflow, and topic selection | 12 | | **VIS** IEEE Visualization Conference | [VIS-Skills/](VIS-Skills/) | The data-visualization flagship, papers published as IEEE TVCG journal articles, the two-phase review with conditional-accept, PCS/VGTC 9+2, the six-area model, the Graphics Replicability Stamp, the task-justified-encoding evaluation culture, workflow, and topic selection | 12 | | **ECAI** European Conference on Artificial Intelligence | [ECAI-Skills/](ECAI-Skills/) | The European general-AI flagship (EurAI), the dual-identity format (standalone IOS Press FAIA `ecai.cls` 7+1 + PAIS vs the joint IJCAI-ECAI 2026 `ijcai.sty` 7+2), abstract-then-paper two-deadline flow, summary-reject + single rebuttal, no artifact-badge track, routing vs AAMAS/KDD/UAI, workflow, and topic selection | 12 | | **ATC** USENIX / ACM SIGOPS Annual Technical Conference | [ATC-Skills/](ATC-Skills/) | The broad practical-systems flagship, the 2026 USENIX→ACM SIGOPS handover, the two-round extended-abstract gate, the Deployed Systems / experience-paper lane, shepherded conditional acceptance, USENIX-lineage artifact badges, routing vs OSDI/NSDI/EuroSys/SOSP, workflow, and topic selection | 12 | | **FAST** USENIX Conference on File and Storage Technologies | [FAST-Skills/](FAST-Skills/) | The storage-specialized flagship, real-device measurement and write-amplification/tail-latency/endurance/crash-consistency evidence, two deadlines + one-shot revision, the USENIX three badges, SNIA/YCSB trace culture, routing vs OSDI/ATC/EuroSys, workflow, and topic selection | 12 | | **PPoPP** ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming | [PPoPP-Skills/](PPoPP-Skills/) | The parallel-programming flagship, the "is the parallelism the point?" topic test, the twin correctness + scalability evidence bar, acmart sigplan two-column 10 pages, double-blind + rebuttal, the CGO-shared badge policy, routing vs PLDI/ASPLOS/POPL, workflow, and topic selection | 12 | | **CAV** International Conference on Computer Aided Verification | [CAV-Skills/](CAV-Skills/) | The formal-verification flagship, Springer LNCS open access, Regular/Tool/Application/Industrial tracks with partial anonymity, two-stage early-reject review, the AEC three badges, SV-COMP/SMT-COMP benchmark and proof-certificate culture, routing vs POPL/PLDI, workflow, and topic selection | 12 | | **ICALP** EATCS International Colloquium on Automata, Languages, and Programming | [ICALP-Skills/](ICALP-Skills/) | Europe's TCS flagship, the Track A/B two-committee split, a single February deadline, LIPIcs open access (15 pages + full version), lightweight double-blind, no artifact evaluation (proof rigor / checkable certificates instead), routing vs STOC/FOCS/SODA, workflow, and topic selection | 12 | | **PODC** ACM Symposium on Principles of Distributed Computing | [PODC-Skills/](PODC-Skills/) | The distributed-computing-theory flagship co-located with SPAA, the 10-page-merits rule + Brief Announcements, acmart lightweight double-blind, message-passing/shared-memory + failure-model proof culture (no artifacts), the PODC-vs-PODS distinction, routing vs STOC/SODA/DISC, workflow, and topic selection | 12 | | **SIGMETRICS** ACM SIGMETRICS Conference (Measurement & Modeling of Systems) | [SIGMETRICS-Skills/](SIGMETRICS-Skills/) | The systems-performance flagship, the POMACS three-cycle rolling journal model, one-shot revision + mandatory shepherding, the proven-bound + measurement-validation twin culture, acmsmall 20 pages, routing vs IMC/SIGCOMM/NSDI, workflow, and topic selection | 12 | | **PerCom** IEEE International Conference on Pervasive Computing and Communications | [PerCom-Skills/](PerCom-Skills/) | The human-centric ubicomp flagship, IEEEtran 9+1, the early-rejection-gated single-round rebuttal, leave-one-subject-out/F1/human-subjects-ethics evidence, the Mark Weiser Best Paper award, the UbiComp/IMWUT contrast, routing vs MobiSys/SenSys/IPSN, workflow, and topic selection | 12 | | **SIGGRAPH** ACM SIGGRAPH (Technical Papers) | [SIGGRAPH-Skills/](SIGGRAPH-Skills/) | The computer-graphics flagship, papers published as ACM TOG, Journal/Conference single-round co-review, two cycles per year, ≤1000-word plain-text rebuttal + conditional-accept second stage, results-video as primary evidence, the GRSI/CRCG replicability stamp, workflow, and topic selection | 12 | | **INFOCOM** IEEE International Conference on Computer Communications | [INFOCOM-Skills/](INFOCOM-Skills/) | IEEE's large networking flagship, EDAS double-blind + automated reviewer assignment, an early-reject phase, no author rebuttal (defensive writing), IEEEtran two-column 10 pages, a five-papers-per-author cap, the analytical/optimization tradition (scheduling/queueing/AoI/game theory), routing vs SIGCOMM/NSDI/CoNEXT, workflow, and topic selection | 12 | | **ITCS** Innovations in Theoretical Computer Science | [ITCS-Skills/](ITCS-Skills/) | The conceptual-novelty theory flagship, the "is this a new question worth asking?" topic test, LIPIcs open access, a single September deadline, lightweight double-blind, no rebuttal / no artifacts (proof rigor + conceptual contribution instead), the Graduating Bits culture, routing vs STOC/FOCS/SODA/ICALP, workflow, and topic selection | 12 | | **HRI** ACM/IEEE International Conference on Human-Robot Interaction | [HRI-Skills/](HRI-Skills/) | The interdisciplinary HRI flagship, mandatory embodied-robot human-subjects studies, five contribution-typed tracks, IRB ethics + Wizard-of-Oz, between/within-subjects design + effect sizes + qualitative rigor, two-phase double-blind + rebuttal, the video figure as first-class, routing vs CHI/ICRA/IROS/CoRL, workflow, and topic selection | 12 | | **SoCC** ACM Symposium on Cloud Computing | [SoCC-Skills/](SoCC-Skills/) | The cloud-computing flagship, the only SIGMOD+SIGOPS-jointly-sponsored venue, the systems-and-data intersection, two review rounds per year (no cross-round resubmission), acmart double-blind + per-round rebuttal, tail latency and cost as first-class, routing vs OSDI/NSDI/EuroSys/ATC, workflow, and topic selection | 12 | | **DAC** Design Automation Conference | [DAC-Skills/](DAC-Skills/) | The EDA/chip-design flagship, QoR/PPA on ISPD/EPFL benchmark suites, the Research-vs-Engineering track choice, single-round TPC review with no rebuttal, no artifact badges, the 6+1-page ACM double-column budget, ML-for-EDA/hardware security, routing vs ISCA/MICRO/HPCA, workflow, and topic selection | 12 | | **EDBT** International Conference on Extending Database Technology | [EDBT-Skills/](EDBT-Skills/) | The European database-systems flagship, OpenProceedings open access (CC-BY-NC-ND, no APC), a three-cycle rolling model with in-cycle revise-and-resubmit, ICDT theory co-location, Experiments-&-Analysis papers and reproducibility, routing vs SIGMOD/VLDB/ICDE/PODS, workflow, and topic selection | 12 | | **TACAS** International Conference on Tools and Algorithms for the Construction and Analysis of Systems | [TACAS-Skills/](TACAS-Skills/) | The ETAPS tools-and-algorithms verification flagship, four paper categories (research/tool/tool-demo/case-study) with per-category limits, per-category blinding, mandatory artifact evaluation running in parallel with the PC (gating tool papers), Springer LNCS gold open access, hosting SV-COMP, hard differentiation from CAV, routing vs POPL/PLDI, workflow, and topic selection | 12 | | **FAccT** ACM Conference on Fairness, Accountability, and Transparency | [FAccT-Skills/](FAccT-Skills/) | The interdisciplinary responsible-AI flagship, fairness/accountability/transparency as first-class contributions, a mixed CS+law+social-science reviewer pool, the 2026 firsts (OpenReview + Accept/Revise/Reject + Generative-AI-usage statement), Positionality/endmatter anonymity, datasheet/model-card documentation culture, routing vs NeurIPS/ICML/CHI, workflow, and topic selection | 12 | | **ICDT** International Conference on Database Theory | [ICDT-Skills/](ICDT-Skills/) | The European database-theory flagship co-located with EDBT, LIPIcs open access (vs PODS's ACM PACMMOD), two rounds per year (a Cycle-1 revision), anonymous review since 2024, complete-proofs / arXiv-full-version culture, routing vs PODS/SIGMOD/VLDB, workflow, and topic selection | 12 | This bundle puts AI conferences first: NeurIPS, ICML, ICLR, AAAI, IJCAI, AISTATS, UAI, COLT, MLSys, KDD, CVPR, ACL, EMNLP, SIGIR, ICRA, CHI, SOSP, IEEE S&P, ICSE, PLDI, SIGMOD, STOC, and 130+ more. Each profile is a conference-fit and current-cycle submission checklist; volatile facts such as deadlines, page limits, templates, AI-use policies, artifact rules, rebuttal formats, and camera-ready requirements must be re-checked on the live official CFP or author kit before submission. ### Computer science · Chinese-journal depth packs Depth packs for the CCF-recommended **Chinese-language journals** (distinct from the English conferences above): the Chinese submission→review flow (first review → external review → re-review → editor-in-chief decision), GB/T 7714 references, bilingual abstracts with a TP subject code, special topics/issues, and honoraria-or-page-charge norms — **journals, not conferences**. | Venue | Pack | Coverage | Skills | |-------|------|----------|-------:| | **《计算机学报》** Chinese Journal of Computers (CJC) | [Chinese-Journal-of-Computers-Skills/](Chinese-Journal-of-Computers-Skills/) | The CCF-A whole-discipline flagship monthly, the original-long-paper tradition, three-stage review with multiple revisions, cjc.ict.ac.cn online submission, GB/T 7714, TP subject code, workflow, and topic selection | 12 | | **《软件学报》** Journal of Software (JOS) | [Journal-of-Software-Skills/](Journal-of-Software-Skills/) | The CCF-A software-discipline flagship (SE/systems/PL/DB/networking/security), ChinaSoft special issues, first→external→re-review→editor-in-chief chain, bilingual elements + GB/T 7714, workflow, and topic selection | 12 | | **《计算机研究与发展》** Journal of Computer Research and Development (JCRD) | [Journal-of-Computer-Research-and-Development-Skills/](Journal-of-Computer-Research-and-Development-Skills/) | The CCF-A whole-discipline journal, special-topic (guest-editor) organization with reviews + original work, double-blind review, crad.ict.ac.cn, workflow, and topic selection | 12 | | **《自动化学报》** Acta Automatica Sinica (AAS) | [Acta-Automatica-Sinica-Skills/](Acta-Automatica-Sinica-Skills/) | The control/pattern-recognition/robotics/intelligent-systems flagship, double-blind three-stage review, author-commitment gating, bilingual, honoraria (not page charges), aas-cn (ScholarOne), workflow, and topic selection | 12 | | **《中国科学：信息科学》** Scientia Sinica Informationis (SSI) | [Scientia-Sinica-Informationis-Skills/](Scientia-Sinica-Informationis-Skills/) | The national broad-information flagship (CS+control+comms+microelectronics), review/paper/letter four-column model, choose-one submission vs the English sister Science China Information Sciences, LaTeX, workflow, and topic selection | 12 | | **《电子学报》** Acta Electronica Sinica (AES) | [Acta-Electronica-Sinica-Skills/](Acta-Electronica-Sinica-Skills/) | The electronics-and-information flagship (electronics/signal/circuits/EM/ICs), double-blind multi-level review, the six-month reply deadline, split vs the English Chinese Journal of Electronics, workflow, and topic selection | 12 | | **《模式识别与人工智能》** Pattern Recognition and Artificial Intelligence (PR&AI) | [Pattern-Recognition-and-Artificial-Intelligence-Skills/](Pattern-Recognition-and-Artificial-Intelligence-Skills/) | The AI-focused specialty journal (pattern recognition/ML/CV/NLP/intelligent systems), Magtech submission, 18,000–44,000-character long papers, the official six-month review, workflow, and topic selection | 12 | | **《计算机辅助设计与图形学学报》** Journal of Computer-Aided Design & Computer Graphics (JCAD&CG) | [Journal-of-CAD-and-Computer-Graphics-Skills/](Journal-of-CAD-and-Computer-Graphics-Skills/) | The CCF-A graphics/geometry venue (graphics/CAD/geometric design/visualization/VR/imaging), geometric-accuracy and rendering-quality evidence, jcad.cn, workflow, and topic selection | 12 | | **《通信学报》** Journal on Communications (JOC) | [Journal-on-Communications-Skills/](Journal-on-Communications-Skills/) | The communications flagship (theory/wireless-mobile/networking/security-crypto/signal processing), link- and system-level simulation evidence, CBPT three-stage review, workflow, and topic selection | 12 | | **《计算机科学》** Computer Science journal (JSJKX) | [Computer-Science-Journal-Skills/](Computer-Science-Journal-Skills/) | The broad Chinese CS journal, active columns/special topics, single-blind review, long-paper friendly, jsjkx.com, explicitly a journal not a conference, workflow, and topic selection | 12 | ### Social science · Chinese top journals — depth packs | Icon | Venue | Pack | Discipline | Skills | |:----:|-------|------|------------|-------:| |

| **《数量经济技术经济研究》** Quantitative & Technological Economics | [Journal-of-Quantitative-and-Technological-Economics-Skills/](Journal-of-Quantitative-and-Technological-Economics-Skills/) | Quantitative economics | 13 | |

| **《管理科学学报》** J. of Management Sciences in China | [Journal-of-Management-Sciences-in-China-Skills/](Journal-of-Management-Sciences-in-China-Skills/) | Management science | 12 | |

| **《财经研究》** Journal of Finance and Economics | [Journal-of-Finance-and-Economics-Skills/](Journal-of-Finance-and-Economics-Skills/) | Economics & finance (comprehensive) | 12 | |

| **《中国管理科学》** Chinese Journal of Management Science | [Chinese-Journal-of-Management-Science-Skills/](Chinese-Journal-of-Management-Science-Skills/) | Management science & engineering | 12 | ### Social science · Chinese top journals — breadth bundle | Bundle | Pack | Coverage | Skills | |--------|------|----------|-------:| | **102 Chinese social-science journal profiles** | [Chinese-SocialScience-Journal-Skills/](Chinese-SocialScience-Journal-Skills/) | 102 journal skills + 1 router | 103 |

🖼️ Click to expand: all 102 Chinese social-science journal covers (grouped by discipline)

_{📚 All 102 Chinese social-science journal covers — grouped by discipline}

### Social science · English top journals — depth packs | Icon | Venue | Pack | Discipline | Skills | |:----:|-------|------|------------|-------:| |

| **Journal of Business & Economic Statistics** (JBES) | [Journal-of-Business-and-Economic-Statistics-Skills/](Journal-of-Business-and-Economic-Statistics-Skills/) | Business and economic statistics | 12 | |

| **Journal of Financial and Quantitative Analysis** (JFQA) | [Journal-of-Financial-and-Quantitative-Analysis-Skills/](Journal-of-Financial-and-Quantitative-Analysis-Skills/) | Quantitative finance | 12 | |

| **Manufacturing & Service Operations Management** (M&SOM) | [Manufacturing-and-Service-Operations-Management-Skills/](Manufacturing-and-Service-Operations-Management-Skills/) | Operations management | 12 | |

| **Journal of International Business Studies** (JIBS) | [Journal-of-International-Business-Studies-Skills/](Journal-of-International-Business-Studies-Skills/) | International business | 12 | |

| **Journal of the European Economic Association** (JEEA) | [Journal-of-the-European-Economic-Association-Skills/](Journal-of-the-European-Economic-Association-Skills/) | Economics (general interest) | 12 | |

| **Journal of International Money and Finance** (JIMF) | [Journal-of-International-Money-and-Finance-Skills/](Journal-of-International-Money-and-Finance-Skills/) | International finance | 12 | |

| **Journal of Environmental Economics and Management** (JEEM) | [Journal-of-Environmental-Economics-and-Management-Skills/](Journal-of-Environmental-Economics-and-Management-Skills/) | Environmental economics | 12 | |

| **Journal of Economic Behavior & Organization** (JEBO) | [Journal-of-Economic-Behavior-and-Organization-Skills/](Journal-of-Economic-Behavior-and-Organization-Skills/) | Behavioral & org. economics | 12 | |

| **Accounting, Organizations and Society** (AOS) | [Accounting-Organizations-and-Society-Skills/](Accounting-Organizations-and-Society-Skills/) | Interdisciplinary accounting | 12 | |

| **Journal of the Academy of Marketing Science** (JAMS) | [Journal-of-the-Academy-of-Marketing-Science-Skills/](Journal-of-the-Academy-of-Marketing-Science-Skills/) | Marketing | 12 | |

| **Journal of Public Policy & Marketing** (JPP&M) | [Journal-of-Public-Policy-and-Marketing-Skills/](Journal-of-Public-Policy-and-Marketing-Skills/) | Marketing & public policy | 12 | |

| **Journal of Management Information Systems** (JMIS) | [Journal-of-Management-Information-Systems-Skills/](Journal-of-Management-Information-Systems-Skills/) | Information systems | 12 | |

| **Journal of the Association for Information Systems** (JAIS) | [Journal-of-the-Association-for-Information-Systems-Skills/](Journal-of-the-Association-for-Information-Systems-Skills/) | Information systems | 12 | |

| **Journal of Law, Economics, and Organization** (JLEO) | [Journal-of-Law-Economics-and-Organization-Skills/](Journal-of-Law-Economics-and-Organization-Skills/) | Law, economics & organization | 12 | |

| **British Journal of Political Science** (BJPS) | [British-Journal-of-Political-Science-Skills/](British-Journal-of-Political-Science-Skills/) | Political science (general) | 12 | |

| **Journal of Public Administration Research and Theory** (JPART) | [Journal-of-Public-Administration-Research-and-Theory-Skills/](Journal-of-Public-Administration-Research-and-Theory-Skills/) | Public management theory | 12 | |

| **Journal of Policy Analysis and Management** (JPAM) | [Journal-of-Policy-Analysis-and-Management-Skills/](Journal-of-Policy-Analysis-and-Management-Skills/) | Public policy analysis | 12 | |

| **Annals of the American Association of Geographers** (Annals of the AAG) | [Annals-of-the-American-Association-of-Geographers-Skills/](Annals-of-the-American-Association-of-Geographers-Skills/) | Geography | 12 | |

| **American Anthropologist** (AA) | [American-Anthropologist-Skills/](American-Anthropologist-Skills/) | Anthropology | 12 | ### Social science · English top journals — breadth bundle | Bundle | Pack | Coverage | Skills | |--------|------|----------|-------:| | **100 English econ/management roadmap journals** | [English-SocialScience-Journal-Skills/](English-SocialScience-Journal-Skills/) | one fit-and-house-style skill per journal + `en-journal-workflow` router | 101 | This bundle covers the full English roadmap below: Economics 50 · Finance 13 · Management/Strategy/Org 15 · Marketing 6 · Accounting 6 · Operations & Information Systems 10. Like the Chinese breadth bundle, each profile is a venue-selection / re-framing tool that defers volatile facts (impact factors, fees, word limits) to a per-journal official-submission re-check.

🖼️ Click to expand: all 100 English social-science journal covers (grouped by discipline)

_{📚 All 100 English social-science journal covers — grouped by discipline}

### Social science · Humanities & broader social science — depth packs Beyond business and economics, depth packs now extend to **sociology, political science & IR, psychology, communication, education, and demography**, plus the humanities — **history, art, philosophy, literature, religion**. Each is a single-venue, end-to-end pack (~12 skills) encoding that journal's theoretical tradition, methodological preferences, formatting, and review culture — e.g. the theory-mechanism narrative of ASR/AJS, the formal-plus-causal-identification balance of APSR, the multi-study + preregistration norms of JPSP, the historiographic positioning of AHR, and MLA style at PMLA. | Discipline | Venue | Pack | Skills | |------------|-------|------|-------:| | Sociology / criminology | American Sociological Review (ASR) | [American-Sociological-Review-Skills/](American-Sociological-Review-Skills/) | 12 | | Sociology | American Journal of Sociology (AJS) | [American-Journal-of-Sociology-Skills/](American-Journal-of-Sociology-Skills/) | 12 | | Sociology | Social Forces | [Social-Forces-Skills/](Social-Forces-Skills/) | 12 | | Social psychology | Social Psychology Quarterly (SPQ) | [Social-Psychology-Quarterly-Skills/](Social-Psychology-Quarterly-Skills/) | 12 | | Family sociology | Journal of Marriage and Family (JMF) | [Journal-of-Marriage-and-Family-Skills/](Journal-of-Marriage-and-Family-Skills/) | 12 | | Criminology | Criminology | [Criminology-Skills/](Criminology-Skills/) | 12 | | Demography | Demography | [Demography-Skills/](Demography-Skills/) | 12 | | Political science | American Political Science Review (APSR) | [American-Political-Science-Review-Skills/](American-Political-Science-Review-Skills/) | 12 | | Political science | American Journal of Political Science (AJPS) | [American-Journal-of-Political-Science-Skills/](American-Journal-of-Political-Science-Skills/) | 12 | | Political science | The Journal of Politics (JOP) | [Journal-of-Politics-Skills/](Journal-of-Politics-Skills/) | 12 | | International relations | World Politics | [World-Politics-Skills/](World-Politics-Skills/) | 12 | | International relations | International Organization (IO) | [International-Organization-Skills/](International-Organization-Skills/) | 12 | | Psychology | Journal of Personality and Social Psychology (JPSP) | [Journal-of-Personality-and-Social-Psychology-Skills/](Journal-of-Personality-and-Social-Psychology-Skills/) | 12 | | Psychology | Psychological Bulletin | [Psychological-Bulletin-Skills/](Psychological-Bulletin-Skills/) | 12 | | Psychology | Psychological Science | [Psychological-Science-Skills/](Psychological-Science-Skills/) | 12 | | Communication | Journal of Communication | [Journal-of-Communication-Skills/](Journal-of-Communication-Skills/) | 12 | | Public opinion / survey | Public Opinion Quarterly (POQ) | [Public-Opinion-Quarterly-Skills/](Public-Opinion-Quarterly-Skills/) | 12 | | Education | American Educational Research Journal (AERJ) | [American-Educational-Research-Journal-Skills/](American-Educational-Research-Journal-Skills/) | 12 | | History | The American Historical Review (AHR) | [American-Historical-Review-Skills/](American-Historical-Review-Skills/) | 12 | | Art history | The Art Bulletin | [The-Art-Bulletin-Skills/](The-Art-Bulletin-Skills/) | 12 | | Philosophy | Mind | [Mind-Skills/](Mind-Skills/) | 12 | | Literature / language | PMLA | [PMLA-Skills/](PMLA-Skills/) | 12 | | Linguistics | Language (Linguistic Society of America) | [Language-Linguistic-Society-Skills/](Language-Linguistic-Society-Skills/) | 12 | | Geography | Progress in Human Geography (PiHG) | [Progress-in-Human-Geography-Skills/](Progress-in-Human-Geography-Skills/) | 12 | | Critical theory | Critical Inquiry | [Critical-Inquiry-Skills/](Critical-Inquiry-Skills/) | 12 | | Religion | Journal of the American Academy of Religion (JAAR) | [Journal-of-the-American-Academy-of-Religion-Skills/](Journal-of-the-American-Academy-of-Religion-Skills/) | 12 |

🖼️ Click to expand: the 24 humanities & broader-social-science covers (sociology · political science · psychology · communication · education · history · art · philosophy · literature · religion)

_{📚 24 humanities / broader-social-science flagship venues · one dedicated depth pack each}

### Natural sciences · English top journals — depth packs | Icon | Venue | Pack | Discipline | Skills | |:----:|-------|------|------------|-------:| |

| **Earth and Planetary Science Letters** (EPSL) | [Earth-and-Planetary-Science-Letters-Skills/](Earth-and-Planetary-Science-Letters-Skills/) | Earth & planetary science | 12 | Each natural-science pack is opinionated by venue: Science encodes the one-sentence summary and broad-significance desk filter; Cell encodes STAR Methods + the Key Resources Table and the Highlights/eTOC/graphical-abstract trio; PNAS encodes the ≤120-word Significance Statement and the Direct/Contributed submission tracks; **PNAS Nexus (PNAS's gold open-access sibling, published by OUP) encodes an entirely different set: gold OA + APC + CC BY/CC BY-NC license choice, no Direct/Contributed track, the transfer route from PNAS, a 50–120-word Significance Statement, page-based length with article types (incl. Registered Reports), mandatory data/code deposition, and references that are format-neutral at submission**; NEJM and The Lancet encode trial registration, CONSORT/STROBE/PRISMA reporting, structured clinical abstracts, ICMJE ethics/disclosures, and (for The Lancet) the *Research in context* panel. ### Natural sciences · Environment / ecology / agriculture — depth packs Single-venue depth packs (~12 skills each) for environmental science, conservation, and agricultural-systems researchers, encoding each journal's methodological red lines and data / reporting conventions — e.g. ES&T's environmental-relevance and analytical-method reproducibility, Conservation Biology's conservation-implications framing, Global Change Biology's cross-scale mechanistic evidence, and Field Crops Research's multi-site / multi-season field-trial design. | Discipline | Venue | Pack | Skills | |------------|-------|------|-------:| | Environmental science & technology | Environmental Science & Technology (ES&T) | [Environmental-Science-and-Technology-Skills/](Environmental-Science-and-Technology-Skills/) | 12 | | Conservation biology | Conservation Biology | [Conservation-Biology-Skills/](Conservation-Biology-Skills/) | 12 | | Global-change ecology | Global Change Biology | [Global-Change-Biology-Skills/](Global-Change-Biology-Skills/) | 12 | | Global environmental change | Global Environmental Change | [Global-Environmental-Change-Skills/](Global-Environmental-Change-Skills/) | 12 | | Agricultural systems | Agricultural Systems | [Agricultural-Systems-Skills/](Agricultural-Systems-Skills/) | 12 | | Crop science | Field Crops Research | [Field-Crops-Research-Skills/](Field-Crops-Research-Skills/) | 12 |

🖼️ Click to expand: the 6 environment / ecology / agriculture covers

_{📚 6 environment / ecology / agriculture flagship venues · one dedicated depth pack each}

### Natural sciences · English top journals — breadth bundle | Bundle | Pack | Coverage | Skills | |--------|------|----------|-------:| | **154 English natural-science / clinical / physical / formal-science journals** | [English-NaturalScience-Journal-Skills/](English-NaturalScience-Journal-Skills/) | one fit-and-house-style skill per journal + `en-natsci-journal-workflow` router | 155 | This bundle is the natural-science sibling of the English social-science breadth bundle — the "other 100", now grown to 154: General & multidisciplinary 9 · Cell/molecular/genome biology 16 · Ecology/evolution/plant 12 · Immunology/microbiology/experimental medicine 4 · Open-access & genomics 3 · Neuroscience & behaviour 4 · Clinical general 9 · Clinical specialty 11 · Translational & cancer 5 · Physics 17 · Astronomy 7 · Chemistry 16 · Materials & energy 11 · Earth/environment/climate 14 · CS/AI/engineering 6 · Mathematics 10. Like the other breadth bundles, each profile defers volatile facts (impact factors, fees, word/figure limits) to a per-journal official-submission re-check, and for clinical venues to the applicable reporting guideline (CONSORT/PRISMA/STROBE/ARRIVE).

🖼️ Click to expand: all 154 English natural-science journal covers (grouped by discipline)

_{📚 All 154 English natural-science journal covers — grouped by discipline}

### Natural sciences · English top journals — third-party, curated | Venue | Repository | Discipline | Status | |-------|------------|------------|--------| | **Nature** (academic writing + scientific figures) | [nature-skills](https://github.com/Yuan1z0825/nature-skills) | Natural sciences (Nature family) | upstream | | **Nature-style manuscripts** (draft · revise · audit · resubmit) | [Nature-Paper-Skills](https://github.com/Boom5426/Nature-Paper-Skills) | Natural sciences (Nature family) | upstream | ### General research toolkits — third-party, curated | Pack | Repository | Scope | Status | |------|------------|-------|--------| | **Claude Scholar** | [claude-scholar](https://github.com/Galaxy-Dawn/claude-scholar) | Ideation → writing → publication (Claude Code / OpenCode / Codex) | upstream | | **Codex/Claude Academic Skills** | [codex-claude-academic-skills](https://github.com/zLanqing/codex-claude-academic-skills) | Reading · writing · scientific computing | upstream | _{Count methodology. The homepage 4150 = every in-repository SKILL.md, spread across 299 packs. All nine breadth bundles and the standalone depth packs are counted, so venues covered both ways (as a breadth profile and a depth pack) are counted in both forms. Reconciliation (three parts): 3475 (289 in-repo depth packs, single venue end-to-end, ~12 skills each) + 668 (9 breadth bundles: CN social science 103 + EN social science 101 + EN natural science 155 + engineering technology 41 + agriculture environment 31 + clinical medicine 31 + English humanities 37 + Chinese sport science 13 + CS conferences 156) + 7 (1 cross-journal toolkit, Research-Toolkit-Skills) = 4150. AER and Nature-family third-party packs are listed as external links, not vendored, so they are no longer included in this repository's SKILL.md count. The figure is enforced in CI by python3 tools/audit_repo.py; the README and the actual file count are not allowed to drift.} --- ## 🗂 Repository Layout All installable packs in this repo are **in-repo folder packs** (authored and maintained here) and are aggregated by the root [`.claude-plugin/marketplace.json`](.claude-plugin/marketplace.json). Add this marketplace once with `/plugin marketplace add`, then install any in-repo pack by name. AER and third-party packs such as the Nature family, claude-scholar, and codex-claude-academic-skills are listed as external links instead of vendored git submodules, so `/plugin marketplace add` no longer recurses into upstream submodules. The root also includes **200 lightweight journal entry folders** for visual browsing: 100 Chinese roadmap journals in pinyin (`Jingji-Yanjiu/`, `Guanli-Shijie/`, …) and 100 English econ/business journals (`American-Economic-Review/`, `Journal-of-Finance/`, …). These folders contain only navigation READMEs; installable `SKILL.md` files remain in the canonical bundle paths below. ```text awesome-journal-skills/ │ # Root-level journal entry folders (navigation aliases, no SKILL.md) ├── Jingji-Yanjiu/ → 《经济研究》 root entry ├── Guanli-Shijie/ → 《管理世界》 root entry ├── American-Economic-Review/ → American Economic Review root entry ├── Journal-of-Finance/ → Journal of Finance root entry ├── ... → 196 more root journal entry folders │ # In-repo folder packs (first-party, authored / maintained here) ├── Economic-Research-Journal-Skills/ → 《经济研究》 (18 skills) ├── Journal-of-Management-World-Skills/ → 《管理世界》 (11 skills) ├── Social-Sciences-in-China-Skills/ → 《中国社会科学》 (11 skills) ├── China-Economic-Quarterly-Skills/ → 《经济学(季刊)》 (12 skills) ├── Journal-of-World-Economy-Skills/ → 《世界经济》 (12 skills) ├── Journal-of-Financial-Research-Skills/ → 《金融研究》 (12 skills) ├── China-Industrial-Economics-Skills/ → 《中国工业经济》 (13 skills) ├── Journal-of-Management-Sciences-in-China-Skills/ → 《管理科学学报》 (12 skills) ├── Nankai-Business-Review-Skills/ → 《南开管理评论》 (12 skills) ├── Accounting-Research-Skills/ → 《会计研究》 (13 skills) ├── Sociological-Studies-Skills/ → 《社会学研究》 (12 skills) ├── Journal-of-Quantitative-and-Technological-Economics-Skills/ → 《数量经济技术经济研究》 (13 skills) ├── China-Rural-Economy-Skills/ → 《中国农村经济》 (12 skills) ├── Journal-of-Finance-and-Economics-Skills/ → 《财经研究》 (12 skills) ├── Chinese-Public-Administration-Skills/ → 《中国行政管理》 (12 skills) │ # English social-science depth packs (first-party, authored / maintained here) ├── Quarterly-Journal-of-Economics-Skills/ → Quarterly Journal of Economics (12 skills) ├── Journal-of-Political-Economy-Skills/ → Journal of Political Economy (12 skills) ├── Econometrica-Skills/ → Econometrica (12 skills) ├── Review-of-Economic-Studies-Skills/ → Review of Economic Studies (12 skills) ├── Journal-of-Econometrics-Skills/ → Journal of Econometrics (12 skills) ├── Econometric-Theory-Skills/ → Econometric Theory (12 skills) ├── Quantitative-Economics-Skills/ → Quantitative Economics (12 skills) ├── Journal-of-Applied-Econometrics-Skills/ → Journal of Applied Econometrics (12 skills) ├── Journal-of-Business-and-Economic-Statistics-Skills/ → JBES (12 skills) ├── The-Econometrics-Journal-Skills/ → The Econometrics Journal (12 skills) ├── Review-of-Economic-Dynamics-Skills/ → Review of Economic Dynamics (12 skills) ├── Journal-of-Finance-Skills/ → The Journal of Finance (12 skills) ├── Journal-of-Financial-Economics-Skills/ → Journal of Financial Economics (12 skills) ├── Review-of-Financial-Studies-Skills/ → The Review of Financial Studies (12 skills) ├── Review-of-Finance-Skills/ → Review of Finance (12 skills) ├── Journal-of-Financial-and-Quantitative-Analysis-Skills/ → JFQA (12 skills) ├── Journal-of-Financial-Intermediation-Skills/ → Journal of Financial Intermediation (12 skills) ├── Journal-of-Corporate-Finance-Skills/ → Journal of Corporate Finance (12 skills) ├── Academy-of-Management-Journal-Skills/ → Academy of Management Journal (12 skills) ├── Academy-of-Management-Review-Skills/ → Academy of Management Review (12 skills) ├── Administrative-Science-Quarterly-Skills/ → Administrative Science Quarterly (12 skills) ├── Strategic-Management-Journal-Skills/ → Strategic Management Journal (12 skills) ├── Management-Science-Skills/ → Management Science (12 skills) ├── Operations-Research-Skills/ → Operations Research (12 skills) ├── Manufacturing-and-Service-Operations-Management-Skills/ → M&SOM (12 skills) ├── Journal-of-Operations-Management-Skills/ → Journal of Operations Management (12 skills) ├── Production-and-Operations-Management-Skills/ → Production and Operations Management (12 skills) ├── Journal-of-Marketing-Skills/ → Journal of Marketing (12 skills) ├── Journal-of-Marketing-Research-Skills/ → Journal of Marketing Research (12 skills) ├── Marketing-Science-Skills/ → Marketing Science (12 skills) ├── Journal-of-Consumer-Research-Skills/ → Journal of Consumer Research (12 skills) ├── MIS-Quarterly-Skills/ → MIS Quarterly (12 skills) ├── Information-Systems-Research-Skills/ → Information Systems Research (12 skills) ├── The-Accounting-Review-Skills/ → The Accounting Review (12 skills) ├── Journal-of-Accounting-Research-Skills/ → Journal of Accounting Research (12 skills) ├── Journal-of-Accounting-and-Economics-Skills/ → Journal of Accounting and Economics (12 skills) ├── Contemporary-Accounting-Research-Skills/ → Contemporary Accounting Research (12 skills) ├── Organization-Science-Skills/ → Organization Science (12 skills) ├── Journal-of-International-Business-Studies-Skills/ → JIBS (12 skills) ├── Journal-of-Business-Venturing-Skills/ → Journal of Business Venturing (12 skills) │ # Humanities & broader social-science depth packs (sociology / poli-sci / psych / demography / comms / history / art / philosophy / literature / religion) ├── American-Sociological-Review-Skills/ → American Sociological Review (12 skills) ├── American-Journal-of-Sociology-Skills/ → American Journal of Sociology (12 skills) ├── Social-Forces-Skills/ → Social Forces (12 skills) ├── Social-Psychology-Quarterly-Skills/ → Social Psychology Quarterly (12 skills) ├── Journal-of-Marriage-and-Family-Skills/ → Journal of Marriage and Family (12 skills) ├── Criminology-Skills/ → Criminology (12 skills) ├── Demography-Skills/ → Demography (12 skills) ├── American-Political-Science-Review-Skills/ → American Political Science Review (12 skills) ├── American-Journal-of-Political-Science-Skills/ → American Journal of Political Science (12 skills) ├── Journal-of-Politics-Skills/ → The Journal of Politics (12 skills) ├── World-Politics-Skills/ → World Politics (12 skills) ├── International-Organization-Skills/ → International Organization (12 skills) ├── Journal-of-Personality-and-Social-Psychology-Skills/ → JPSP (12 skills) ├── Psychological-Bulletin-Skills/ → Psychological Bulletin (12 skills) ├── Psychological-Science-Skills/ → Psychological Science (12 skills) ├── Journal-of-Communication-Skills/ → Journal of Communication (12 skills) ├── Public-Opinion-Quarterly-Skills/ → Public Opinion Quarterly (12 skills) ├── American-Educational-Research-Journal-Skills/ → American Educational Research Journal (12 skills) ├── American-Historical-Review-Skills/ → The American Historical Review (12 skills) ├── The-Art-Bulletin-Skills/ → The Art Bulletin (12 skills) ├── Mind-Skills/ → Mind (philosophy) (12 skills) ├── PMLA-Skills/ → PMLA (literature / language) (12 skills) ├── Critical-Inquiry-Skills/ → Critical Inquiry (12 skills) ├── Journal-of-the-American-Academy-of-Religion-Skills/ → JAAR (12 skills) ├── Chinese-SocialScience-Journal-Skills/ → CN breadth bundle, 102 journal profiles + router (103 skills) ├── Chinese-Sport-Science-Journal-Skills/ → CN sport-science breadth bundle, 12 journal profiles + router (13 skills) ├── English-SocialScience-Journal-Skills/ → EN econ/business breadth bundle, 100-journal fit skills + router (101 skills) ├── English-NaturalScience-Journal-Skills/ → EN natural-science breadth bundle, 154-journal fit skills + router (155 skills) ├── Engineering-Technology-Journal-Skills/ → EN engineering breadth bundle, 40-journal fit skills + router (41 skills) ├── Agriculture-Environment-Journal-Skills/ → EN agriculture/environment/earth breadth bundle, 30-journal fit skills + router (31 skills) ├── Clinical-Medicine-Journal-Skills/ → EN specialty clinical-medicine breadth bundle, 30-journal fit skills + router (31 skills) ├── English-Humanities-Journal-Skills/ → EN humanities breadth bundle, 36-journal fit skills + router (37 skills) │ # CS/AI conference depth packs (first-party, authored / maintained here) ├── AAAI-Skills/ → AAAI main technical track (12 skills) ├── AISTATS-Skills/ → AISTATS main conference (12 skills) ├── IJCAI-Skills/ → IJCAI main track (12 skills) ├── NeurIPS-Skills/ → NeurIPS main track (12 skills) ├── ICML-Skills/ → ICML main track (12 skills) ├── ICLR-Skills/ → ICLR main conference (12 skills) ├── UAI-Skills/ → UAI main conference (12 skills) ├── COLT-Skills/ → COLT main conference (12 skills) ├── MLSys-Skills/ → MLSys main conference (12 skills) ├── KDD-Skills/ → KDD main conference (12 skills) ├── The-Web-Conference-Skills/ → The Web Conference main tracks (12 skills) ├── WSDM-Skills/ → WSDM main conference (12 skills) ├── SIGIR-Skills/ → SIGIR main conference (12 skills) ├── CVPR-Skills/ → CVPR main conference (12 skills) ├── ICCV-Skills/ → ICCV main conference (12 skills) ├── ACL-Skills/ → ACL main conference (12 skills) ├── EMNLP-Skills/ → EMNLP main conference (12 skills) ├── ICRA-Skills/ → ICRA main conference (12 skills) ├── CHI-Skills/ → CHI main conference (12 skills) ├── SOSP-Skills/ → SOSP main conference (12 skills) ├── OSDI-Skills/ → OSDI main conference (12 skills) ├── IEEE-SP-Skills/ → IEEE S&P main conference (12 skills) ├── ACM-CCS-Skills/ → ACM CCS main conference (12 skills) ├── ICSE-Skills/ → ICSE main conference (12 skills) ├── NAACL-Skills/ → NAACL main conference (12 skills) ├── ECCV-Skills/ → ECCV main conference (12 skills) ├── PLDI-Skills/ → PLDI main conference (12 skills) ├── SIGMOD-Skills/ → SIGMOD main conference (12 skills) ├── STOC-Skills/ → STOC main conference (12 skills) ├── NSDI-Skills/ → NSDI main conference (12 skills) ├── USENIX-Security-Skills/ → USENIX Security main conference (12 skills) ├── NDSS-Skills/ → NDSS main conference (12 skills) ├── FOCS-Skills/ → FOCS main conference (12 skills) ├── SODA-Skills/ → SODA main conference (12 skills) ├── POPL-Skills/ → POPL main conference (12 skills) ├── OOPSLA-Skills/ → OOPSLA / SPLASH (12 skills) ├── VLDB-Skills/ → VLDB / PVLDB (12 skills) ├── CIKM-Skills/ → CIKM main conference (12 skills) ├── EuroSys-Skills/ → EuroSys main conference (12 skills) ├── ASPLOS-Skills/ → ASPLOS main conference (12 skills) ├── UIST-Skills/ → UIST main conference (12 skills) ├── CSCW-Skills/ → CSCW / PACMHCI (12 skills) ├── ISCA-Skills/ → ISCA main conference (12 skills) ├── MICRO-Skills/ → MICRO main conference (12 skills) ├── RSS-Skills/ → RSS main conference (12 skills) ├── CoRL-Skills/ → CoRL main conference (12 skills) ├── INTERSPEECH-Skills/ → INTERSPEECH main conference (12 skills) ├── COLM-Skills/ → COLM main conference (12 skills) ├── HPCA-Skills/ → HPCA main conference (12 skills) ├── IROS-Skills/ → IROS main conference (12 skills) ├── ICDE-Skills/ → ICDE main conference (12 skills) ├── ICDM-Skills/ → ICDM main conference (12 skills) ├── RecSys-Skills/ → RecSys main conference (12 skills) ├── MobiCom-Skills/ → MobiCom main conference (12 skills) ├── ACM-MM-Skills/ → ACM MM main conference (12 skills) ├── ICASSP-Skills/ → ICASSP main conference (12 skills) ├── SIGCOMM-Skills/ → SIGCOMM main conference (12 skills) ├── EACL-Skills/ → EACL main conference (12 skills) ├── AAMAS-Skills/ → AAMAS main conference (12 skills) ├── WACV-Skills/ → WACV main conference (12 skills) ├── MobiSys-Skills/ → MobiSys main conference (12 skills) ├── SenSys-Skills/ → SenSys main conference (12 skills) ├── ISSTA-Skills/ → ISSTA main conference (12 skills) ├── FSE-Skills/ → ESEC/FSE main conference (12 skills) ├── ASE-Skills/ → ASE main conference (12 skills) ├── ICSME-Skills/ → ICSME main conference (12 skills) ├── PODS-Skills/ → PODS main conference (12 skills) ├── CoNEXT-Skills/ → CoNEXT main conference (12 skills) ├── IMC-Skills/ → IMC main conference (12 skills) ├── IPSN-Skills/ → IPSN main conference (12 skills) ├── VIS-Skills/ → IEEE VIS main conference (12 skills) ├── ECAI-Skills/ → ECAI main conference (12 skills) ├── ATC-Skills/ → USENIX/ACM SIGOPS ATC main conference (12 skills) ├── FAST-Skills/ → USENIX FAST main conference (12 skills) ├── PPoPP-Skills/ → PPoPP main conference (12 skills) ├── CAV-Skills/ → CAV main conference (12 skills) ├── ICALP-Skills/ → ICALP main conference (12 skills) ├── PODC-Skills/ → PODC main conference (12 skills) ├── SIGMETRICS-Skills/ → SIGMETRICS main conference (12 skills) ├── PerCom-Skills/ → PerCom main conference (12 skills) ├── SIGGRAPH-Skills/ → SIGGRAPH main conference (12 skills) ├── INFOCOM-Skills/ → INFOCOM main conference (12 skills) ├── ITCS-Skills/ → ITCS main conference (12 skills) ├── HRI-Skills/ → HRI main conference (12 skills) ├── SoCC-Skills/ → ACM SoCC main conference (12 skills) ├── DAC-Skills/ → DAC main conference (12 skills) ├── EDBT-Skills/ → EDBT main conference (12 skills) ├── TACAS-Skills/ → TACAS main conference (12 skills) ├── FAccT-Skills/ → FAccT main conference (12 skills) ├── ICDT-Skills/ → ICDT main conference (12 skills) │ # Computer-science Chinese-journal depth packs (first-party) ├── Chinese-Journal-of-Computers-Skills/ → Chinese Journal of Computers (CJC) (12 skills) ├── Journal-of-Software-Skills/ → Journal of Software (JOS) (12 skills) ├── Journal-of-Computer-Research-and-Development-Skills/ → Journal of Computer Research and Development (JCRD) (12 skills) ├── Acta-Automatica-Sinica-Skills/ → Acta Automatica Sinica (AAS) (12 skills) ├── Scientia-Sinica-Informationis-Skills/ → Scientia Sinica Informationis (SSI) (12 skills) ├── Acta-Electronica-Sinica-Skills/ → Acta Electronica Sinica (AES) (12 skills) ├── Pattern-Recognition-and-Artificial-Intelligence-Skills/ → Pattern Recognition and AI (PR&AI) (12 skills) ├── Journal-of-CAD-and-Computer-Graphics-Skills/ → J. of CAD & Computer Graphics (JCAD&CG) (12 skills) ├── Journal-on-Communications-Skills/ → Journal on Communications (JOC) (12 skills) ├── Computer-Science-Journal-Skills/ → Computer Science journal (JSJKX) (12 skills) │ # Natural-science & clinical depth packs (first-party, authored / maintained here) ├── Science-Skills/ → Science (AAAS) (12 skills) ├── Cell-Skills/ → Cell (Cell Press) (12 skills) ├── PNAS-Skills/ → PNAS (12 skills) ├── PNAS-Nexus-Skills/ → PNAS Nexus (gold-OA sibling) (12 skills) ├── NEJM-Skills/ → New England Journal of Medicine (12 skills) ├── Lancet-Skills/ → The Lancet (12 skills) ├── JAMA-Skills/ → JAMA (12 skills) ├── Cancer-Cell-Skills/ → Cancer Cell (12 skills) ├── Physical-Review-Letters-Skills/ → Physical Review Letters (12 skills) ├── Journal-of-the-American-Chemical-Society-Skills/ → JACS (12 skills) ├── Annals-of-Mathematics-Skills/ → Annals of Mathematics (12 skills) │ # Environment / ecology / agriculture depth packs (first-party, authored / maintained here) ├── Environmental-Science-and-Technology-Skills/ → Environmental Science & Technology (12 skills) ├── Conservation-Biology-Skills/ → Conservation Biology (12 skills) ├── Global-Change-Biology-Skills/ → Global Change Biology (12 skills) ├── Global-Environmental-Change-Skills/ → Global Environmental Change (12 skills) ├── Agricultural-Systems-Skills/ → Agricultural Systems (12 skills) ├── Field-Crops-Research-Skills/ → Field Crops Research (12 skills) │ # Root marketplace manifest (aggregates all 299 in-repo packs) └── .claude-plugin/marketplace.json ``` Clone this repository normally; it has no git submodules: ```bash git clone https://github.com/brycewang-stanford/awesome-journal-skills.git cd awesome-journal-skills ``` --- ## 🧪 Executed Empirical Showcase (Real Run Evidence) The "automated empirical research" claim in this repository has a verifiable evidence layer: [`showcase/`](showcase/README.md) contains five **actually executed** end-to-end empirical cases (research question → design identification → estimation → robustness audit → paper-grade conclusion). Every number is quoted **verbatim** from real StatsPAI MCP tool calls, with the full call log and robustness checks attached. The five cases cover all five design families of the shared execution playbook ([`shared-resources/empirical-methods/execution-with-mcp.md`](shared-resources/empirical-methods/execution-with-mcp.md)) — they show users the real pipeline and give skill authors an acceptance benchmark. | Design | Case | Headline result | |---|---|---| | Synthetic control (SCM) | [California Prop 99 tobacco law](showcase/scm-california-prop99/README.md) | ATT −18.19 (placebo p=0.026) | | Staggered DiD (CS-DiD) | [Castle Doctrine laws & homicide](showcase/did-castle-doctrine/README.md) | ATT +0.110 (p=0.004, Honest-DiD robust) | | Instrumental variables (IV) | [Card 1995 college proximity & returns to schooling](showcase/iv-card-college-proximity/README.md) | 0.132, with AR/CLR/tF weak-IV panel | | Regression discontinuity (RDD) | [Close elections & legislator voting](showcase/rdd-close-elections/README.md) | RD effect 43.85 ADA points (density test p=0.72) | | Double machine learning (DML) | [DML returns to schooling](showcase/dml-returns-to-schooling/README.md) | 0.074 (flexible-controls benchmark) | --- ## 🚀 How to Use ### Option A — Claude Code Plugin (recommended) Recommended: add this repository as a marketplace, then install any in-repo pack. Pack names are listed in each depth pack or breadth bundle page. ```bash # Add this repository once /plugin marketplace add https://github.com/brycewang-stanford/awesome-journal-skills /plugin install qje-skills # QJE depth pack example /plugin install english-natsci-journal-skills # English natural-science breadth bundle example /reload-plugins ``` You can still add standalone repositories directly when a pack is maintained outside this index: ```bash # AER standalone repository /plugin marketplace add https://github.com/brycewang-stanford/AER-skills /plugin install aer-skills # 管理世界 /plugin marketplace add https://github.com/brycewang-stanford/management-world-skills /plugin install management-world-skills # 经济研究 /plugin marketplace add https://github.com/brycewang-stanford/Economic-Research-Skills /plugin install economic-research-skills /reload-plugins ``` ### Option B — Manual Copy ```bash git clone https://github.com/brycewang-stanford/AER-skills.git git clone https://github.com/brycewang-stanford/management-world-skills.git git clone https://github.com/brycewang-stanford/Economic-Research-Skills.git Economic-Research-Journal-Skills mkdir -p ~/.claude/skills cp -R AER-skills/skills/aer-* ~/.claude/skills/ cp -R management-world-skills/skills/mw-* ~/.claude/skills/ cp -R Economic-Research-Journal-Skills/skills/er-* ~/.claude/skills/ ``` ### First Prompt ``` Use aer-workflow (or mw-workflow / er-workflow) to tell me which skill I should use next for my manuscript targeted at . ``` --- ## 🧩 Pack-Selection Cheat Sheet | Your manuscript looks like… | Use this pack | |--------------------------------------------------------|------------------------------| | Causal-identification empirical paper aimed at top-5 econ | `AER-skills` | | AI / ML / CS conference paper needing venue routing | `Computer-Science-Conference-Skills` | | China-context empirical paper with policy actionability | `management-world-skills` | | China-context paper with theoretical grounding | `Economic-Research-Journal-Skills` | --- ## 🗺 Roadmap **Status:** the nine breadth bundles are fully shipped (including the AI-first CS conference bundle, the engineering-technology bundle, the agriculture-environment bundle, the clinical-medicine bundle, the English-humanities bundle, and the Chinese sport-science bundle); depth packs now extend beyond business & economics into **humanities & broader social science** (51 flagship venues across sociology, anthropology, law, geography, political science, psychology, demography, communication, history, art, philosophy, literature, religion) and **environment / ecology / agriculture** (6 venues), the remaining flagship marketing & accounting venues (JIM · JPP&M · AOS), and a further batch of discipline flagships — natural science (Advanced Materials · Nature Geoscience · Molecular Cell · Earth and Planetary Science Letters), linguistics (Language), and Chinese key journals (Finance & Trade Economics · Chinese Journal of Management Science), with the geography review journal Progress in Human Geography rebuilt to the standard depth-pack spec, for a repo-wide total of **299 packs / 4150 skills**. The Roadmap now tracks the next tier of expansion. ### ✅ Shipped - **Nine breadth bundles** — one fit-and-house-style ("venue selection + house style") skill per venue: - [Computer-Science-Conference-Skills](Computer-Science-Conference-Skills/) — 155 computer-science conference profiles + `cs-ai-conference-workflow`, starting with NeurIPS / ICML / ICLR / AAAI / IJCAI - [Chinese-SocialScience-Journal-Skills](Chinese-SocialScience-Journal-Skills/) — 102 Chinese social-science journal profiles - [English-SocialScience-Journal-Skills](English-SocialScience-Journal-Skills/) — 100 English econ / finance / management / accounting / marketing / OM / IS journals - [English-NaturalScience-Journal-Skills](English-NaturalScience-Journal-Skills/) — 154 English natural-science / clinical / physical / formal-science journals - [Engineering-Technology-Journal-Skills](Engineering-Technology-Journal-Skills/) — 40 English engineering and technology journals - [Agriculture-Environment-Journal-Skills](Agriculture-Environment-Journal-Skills/) — 30 English agriculture, environment and earth-science journals - [Clinical-Medicine-Journal-Skills](Clinical-Medicine-Journal-Skills/) — 30 English specialty clinical-medicine journals - [English-Humanities-Journal-Skills](English-Humanities-Journal-Skills/) — 36 English humanities journals - [Chinese-Sport-Science-Journal-Skills](Chinese-Sport-Science-Journal-Skills/) — 12 Chinese sport-science (体育学) journals - **Per-journal cover wall** for breadth journals, always-expanded cover galleries in both READMEs, and 200 lightweight root entry folders for repo-front browsing. - **Full end-to-end depth packs (~12 steps)** — 289 first-party venue packs across the full discipline map (AER and Nature are listed as external third-party resources): - **English economics:** AER (external listing) · AER: Insights · AEJ Applied Economics · AEJ Economic Policy · AEJ Macroeconomics · AEJ Microeconomics · JEEA · IER · The Economic Journal · European Economic Review · Journal of Economic Literature · Journal of Economic Perspectives · Review of Economics and Statistics · QJE · JPE · Econometrica · REStud · Journal of Development Economics · Journal of Public Economics · Journal of Labor Economics · Journal of International Economics · Journal of Monetary Economics · JMCB · IMF Economic Review · Economic Policy · RAND Journal of Economics · Journal of Econometrics · Econometric Theory · Quantitative Economics · Journal of Applied Econometrics · JBES · The Econometrics Journal · Review of Economic Dynamics · Journal of Economic Growth · Journal of Economic Theory · Games and Economic Behavior · Journal of Human Resources · Journal of Health Economics · Journal of Urban Economics · JEEM · JEBO · Journal of Law and Economics · JLEO · World Development · World Bank Economic Review · Journal of Economic Geography · Journal of Risk and Uncertainty · Experimental Economics · Annual Review of Economics - **English finance:** Journal of Finance · Journal of Financial Economics · Review of Financial Studies · Review of Finance · JFQA · JFI · Journal of Corporate Finance · Journal of Banking & Finance · Journal of Financial Markets · Journal of International Money and Finance · Financial Management · Mathematical Finance - **English management / OM / IS:** AMJ · AMR · Academy of Management Annals · ASQ · SMJ · Organization Science · Organization Studies · Journal of Management · Journal of Management Studies · Human Relations · Human Resource Management · ETP · Research Policy · JIBS · JBV · Management Science · Operations Research · INFORMS Journal on Computing · M&SOM · JOM · POM · MISQ · ISR · JMIS · JAIS - **English marketing / consumer research:** JM · JMR · JAMS · Marketing Science · JCR · Journal of Consumer Psychology · Journal of International Marketing · Journal of Public Policy & Marketing - **English accounting:** TAR · JAR · JAE · CAR · Review of Accounting Studies · Accounting, Organizations and Society - **English natural science:** Science · Cell · PNAS · NEJM · The Lancet · JAMA · Cancer Cell · Physical Review Letters · JACS · Annals of Mathematics (plus Nature as a curated pack) - **English environment / ecology / agriculture:** Environmental Science & Technology · Conservation Biology · Global Change Biology · Global Environmental Change · Agricultural Systems · Field Crops Research - **Humanities & broader social science (24):** Sociology ASR · AJS · Social Forces · SPQ · JMF · Criminology; Demography; Political science / IR APSR · AJPS · JOP · World Politics · International Organization; Psychology JPSP · Psychological Bulletin · Psychological Science; Communication / opinion Journal of Communication · POQ; Education AERJ; Humanities The American Historical Review · The Art Bulletin · Mind · PMLA · Critical Inquiry · JAAR - **CS/AI conferences:** NeurIPS · ICML · ICLR · AAAI · IJCAI · AISTATS · UAI · COLT · MLSys · KDD · The Web Conference · WSDM · SIGIR · CVPR · ICCV · ACL · EMNLP · ICRA · CHI · SOSP · OSDI · IEEE S&P · ACM CCS · ICSE · NAACL · ECCV · PLDI · SIGMOD · STOC · NSDI · USENIX Security · NDSS · FOCS · SODA · POPL · OOPSLA · VLDB · CIKM · EuroSys · ASPLOS · UIST · CSCW · ISCA · MICRO · RSS · CoRL · INTERSPEECH · COLM · HPCA · IROS · ICDE · ICDM · RecSys · MobiCom · ACM MM · ICASSP · SIGCOMM · EACL · AAMAS · WACV · MobiSys · SenSys · ISSTA · FSE · ASE · PODS · CoNEXT · IMC · IPSN · VIS · ICSME · ECAI · ATC · FAST · PPoPP · CAV · ICALP · PODC · SIGMETRICS · PerCom · SIGGRAPH · INFOCOM · ITCS · HRI · SoCC · DAC · EDBT · TACAS · FAccT · ICDT - **Chinese flagships (15):** 经济研究 · 经济学（季刊）· 中国工业经济 · 世界经济 · 金融研究 · 数量经济技术经济研究 · 管理世界 · 管理科学学报 · 南开管理评论 · 会计研究 · 中国社会科学 · 社会学研究 · 中国农村经济 · 财经研究 · 中国行政管理 ### 🚧 Pending — next expansion The previous roadmap's prioritized depth-pack candidates, the first wave of humanities / broader-social-science / environment / agriculture expansion, and the remaining English marketing & accounting depth packs (JPP&M / JIM / Accounting, Organizations and Society) have all shipped. Open candidates for the next tier: - **More subject-flagship natural science** beyond the current set (additional Cell Press / Nature Portfolio sub-journals; discipline leaders in earth science and materials). - **More humanities & broader-social-science flagships** beyond the current 51 (representative venues in law, anthropology, geography, linguistics, and more). - **More Chinese flagships** beyond the current 15 (additional CSSCI / FMS high-quality venues, by demand). Open an issue to upvote a venue for depth-pack treatment, or PR to add one. Sources: [RePEc / IDEAS aggregate ranking](https://ideas.repec.org/top/top.journals.all.html) (econ), [FT50](https://guides.lib.purdue.edu/ft50) + [UTD24](https://jsom.utdallas.edu/the-utd-top-100-business-school-research-rankings/list-of-journals) + [ABS AJG 2024](https://charteredabs.org/academic-journal-guide/academic-journal-guide-2024) (business); [CSSCI 2023–2024 来源期刊目录](https://rwskc.zust.edu.cn/__local/C/2D/AB/B2AE8C5DC9C1A75618611EE3F00_2F8A1CF6_3DC4D.pdf) + [FMS 高质量期刊 2025 版](https://www.fms-journal.net/news/2720) (中文). ### Covered venues — all shipped as breadth profiles

English — 100 econ & management journals — click to expand

#### Economics (50) 1. American Economic Review (AER) 2. Quarterly Journal of Economics (QJE) 3. Journal of Political Economy (JPE) 4. Econometrica 5. Review of Economic Studies (REStud) 6. AER: Insights 7. AEJ: Applied Economics 8. AEJ: Macroeconomics 9. AEJ: Microeconomics 10. AEJ: Economic Policy 11. Journal of Economic Literature (JEL) 12. Journal of Economic Perspectives (JEP) 13. Review of Economics and Statistics (REStat) 14. Journal of Econometrics 15. Journal of Monetary Economics 16. Journal of Economic Growth 17. Journal of Labor Economics 18. Journal of the European Economic Association (JEEA) 19. The Economic Journal (EJ) 20. RAND Journal of Economics 21. Journal of International Economics 22. Journal of Public Economics 23. Journal of Development Economics (JDE) 24. Journal of Economic Theory (JET) 25. Journal of Money, Credit and Banking (JMCB) 26. Review of Economic Dynamics (RED) 27. European Economic Review (EER) 28. Journal of Human Resources (JHR) 29. International Economic Review (IER) 30. Experimental Economics 31. Journal of Applied Econometrics 32. Journal of Business & Economic Statistics (JBES) 33. Journal of Health Economics 34. Journal of Environmental Economics and Management (JEEM) 35. Journal of Urban Economics 36. Games and Economic Behavior (GEB) 37. Journal of Law and Economics 38. Journal of Law, Economics, and Organization (JLEO) 39. World Development 40. World Bank Economic Review 41. IMF Economic Review 42. Annual Review of Economics 43. Brookings Papers on Economic Activity (BPEA) 44. Economic Policy 45. Journal of Risk and Uncertainty (JRU) 46. Quantitative Economics 47. The Econometrics Journal 48. Econometric Theory 49. Journal of Economic Behavior & Organization (JEBO) 50. Journal of Economic Geography #### Finance (13) 1. Journal of Finance (JF) 2. Journal of Financial Economics (JFE) 3. Review of Financial Studies (RFS) 4. Review of Finance 5. Journal of Financial and Quantitative Analysis (JFQA) 6. Journal of Financial Intermediation (JFI) 7. Journal of Financial Markets (JFM) 8. Journal of Banking & Finance (JBF) 9. Journal of Corporate Finance (JCF) 10. Journal of International Money and Finance (JIMF) 11. Mathematical Finance 12. Journal of Empirical Finance (JEF) 13. Financial Management #### Management / Strategy / Organization (15) 1. Academy of Management Journal (AMJ) 2. Academy of Management Review (AMR) 3. Academy of Management Annals (AMA) 4. Administrative Science Quarterly (ASQ) 5. Strategic Management Journal (SMJ) 6. Organization Science (OrgSci) 7. Journal of Management (JOM-mgmt) 8. Journal of Management Studies (JMS) 9. Organization Studies (OS) 10. Human Relations 11. Human Resource Management (HRM) 12. Journal of International Business Studies (JIBS) 13. Research Policy 14. Journal of Business Venturing (JBV) 15. Entrepreneurship Theory and Practice (ETP) #### Marketing & Consumer (6) 1. Journal of Marketing (JM) 2. Journal of Marketing Research (JMR) 3. Marketing Science 4. Journal of Consumer Research (JCR) 5. Journal of Consumer Psychology (JCP) 6. Journal of the Academy of Marketing Science (JAMS) #### Accounting (6) 1. The Accounting Review (TAR) 2. Journal of Accounting Research (JAR) 3. Journal of Accounting and Economics (JAE) 4. Review of Accounting Studies (RAST) 5. Contemporary Accounting Research (CAR) 6. Accounting, Organizations and Society (AOS) #### Operations Management & Information Systems (10) 1. Management Science 2. Operations Research (OR) 3. Manufacturing and Service Operations Management (M&SOM) 4. Journal of Operations Management (JOM-ops) 5. Production and Operations Management (POM) 6. MIS Quarterly (MISQ) 7. Information Systems Research (ISR) 8. Journal of Management Information Systems (JMIS) 9. Journal of the Association for Information Systems (JAIS) 10. INFORMS Journal on Computing (IJOC)

English — 154 natural-science / clinical / physical / formal-science journals — click to expand

#### General science (9) 1. Nature 2. Science 3. Proceedings of the National Academy of Sciences (PNAS) 4. Science Advances 5. Nature Communications 6. National Science Review 7. The Innovation 8. Science Signaling 9. Nature Reviews Methods Primers #### Life sciences (17) 1. Cell 2. Molecular Cell 3. Developmental Cell 4. Cell Stem Cell 5. Current Biology 6. Nature Cell Biology 7. Nature Genetics 8. Nature Methods 9. Nature Biotechnology 10. Nature Structural & Molecular Biology 11. The EMBO Journal 12. Genome Biology 13. Nucleic Acids Research 14. The Plant Cell 15. PLOS Biology 16. eLife 17. Cell Metabolism #### Ecology & evolution (10) 1. Ecology Letters 2. Nature Ecology & Evolution 3. Molecular Biology and Evolution 4. Trends in Ecology & Evolution (TREE) 5. Global Ecology and Biogeography (GEB) 6. The ISME Journal 7. Annual Review of Ecology, Evolution, and Systematics (AREES) 8. Molecular Ecology 9. Journal of Ecology 10. Functional Ecology #### Immunology & microbiology (6) 1. Immunity 2. Nature Immunology 3. Nature Microbiology 4. Cell Host & Microbe 5. Journal of Experimental Medicine 6. Science Immunology #### Neuroscience & behaviour (5) 1. Neuron 2. Nature Neuroscience 3. Trends in Cognitive Sciences 4. Molecular Psychiatry 5. Nature Human Behaviour #### Clinical medicine (21) 1. The New England Journal of Medicine (NEJM) 2. The Lancet 3. JAMA 4. The BMJ 5. Annals of Internal Medicine 6. PLOS Medicine 7. Nature Medicine 8. Science Translational Medicine 9. Circulation 10. European Heart Journal 11. Journal of the American College of Cardiology (JACC) 12. Gastroenterology 13. Gut 14. Blood 15. Diabetes Care 16. The Lancet Infectious Diseases 17. The Lancet Neurology 18. Journal of Clinical Investigation (JCI) 19. Cell Reports Medicine 20. Nature Reviews Drug Discovery 21. The Lancet Digital Health #### Oncology (5) 1. Cancer Cell 2. Cancer Discovery 3. Journal of Clinical Oncology (JCO) 4. CA: A Cancer Journal for Clinicians 5. The Lancet Oncology #### Physics (17) 1. Physical Review Letters (PRL) 2. Physical Review B 3. Physical Review D 4. Physical Review X (PRX) 5. Reviews of Modern Physics (RMP) 6. Reports on Progress in Physics 7. Nature Physics 8. Nature Photonics 9. PRX Quantum 10. Journal of High Energy Physics (JHEP) 11. New Journal of Physics (NJP) 12. Physical Review E (PRE) 13. Physical Review Applied 14. Nature Reviews Physics 15. Physics Reports 16. Classical and Quantum Gravity (CQG) 17. Living Reviews in Relativity #### Astronomy & astrophysics (7) 1. The Astrophysical Journal (ApJ) 2. Monthly Notices of the Royal Astronomical Society (MNRAS) 3. Nature Astronomy 4. Astronomy & Astrophysics (A&A) 5. The Astronomical Journal (AJ) 6. The Astrophysical Journal Letters (ApJL) 7. Annual Review of Astronomy and Astrophysics (ARA&A) #### Chemistry (15) 1. Journal of the American Chemical Society (JACS) 2. Angewandte Chemie International Edition 3. Chemical Reviews 4. Chemical Society Reviews 5. Accounts of Chemical Research 6. Nature Chemistry 7. Nature Catalysis 8. Chem 9. ACS Nano 10. Nature Reviews Chemistry 11. ACS Catalysis 12. Nature Synthesis 13. JACS Au 14. ACS Central Science 15. Coordination Chemistry Reviews #### Materials & energy (12) 1. Advanced Materials 2. Nature Materials 3. Nature Nanotechnology 4. Energy & Environmental Science 5. Joule 6. Nature Energy 7. Nature Reviews Materials 8. Matter 9. Advanced Energy Materials 10. Advanced Functional Materials 11. ACS Energy Letters 12. npj Computational Materials #### Earth & environment (14) 1. Nature Geoscience 2. Nature Climate Change 3. Nature Sustainability 4. One Earth 5. Environmental Science & Technology 6. Geophysical Research Letters (GRL) 7. Reviews of Geophysics 8. Nature Water 9. Water Research 10. Atmospheric Chemistry and Physics (ACP) 11. Journal of Geophysical Research: Atmospheres (JGR) 12. Nature Reviews Earth & Environment 13. Earth's Future 14. The Cryosphere #### Computer science & AI (6) 1. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2. Journal of Machine Learning Research (JMLR) 3. Nature Machine Intelligence 4. Science Robotics 5. Journal of the ACM (JACM) 6. SIAM Journal on Computing (SICOMP) #### Mathematics (10) 1. Annals of Mathematics 2. Inventiones Mathematicae 3. Journal of the American Mathematical Society (JAMS) 4. Communications on Pure and Applied Mathematics (CPAM) 5. Advances in Mathematics 6. Duke Mathematical Journal 7. SIAM Review 8. Acta Mathematica 9. Geometry & Topology 10. Foundations of Computational Mathematics (FoCM)

Chinese — 102 social-science journal profiles — click to expand

#### 经济学 (50) 1. 《经济研究》 2. 《经济学（季刊）》 3. 《中国工业经济》 4. 《世界经济》 5. 《金融研究》 6. 《中国农村经济》 7. 《数量经济技术经济研究》 8. 《经济学动态》 9. 《财经研究》 10. 《财贸经济》 11. 《国际金融研究》 12. 《国际经济评论》 13. 《国际贸易问题》 14. 《经济科学》 15. 《南开经济研究》 16. 《经济理论与经济管理》 17. 《经济评论》 18. 《财经科学》 19. 《财政研究》 20. 《财经问题研究》 21. 《中国农村观察》 22. 《农业经济问题》 23. 《中央财经大学学报》 24. 《上海财经大学学报》 25. 《上海经济研究》 26. 《世界经济研究》 27. 《世界经济文汇》 28. 《当代财经》 29. 《当代经济科学》 30. 《政治经济学评论》 31. 《改革》 32. 《产业经济研究》 33. 《宏观经济研究》 34. 《金融经济学研究》 35. 《现代金融研究》（原《金融论坛》） 36. 《金融评论》 37. 《金融监管研究》 38. 《农业技术经济》 39. 《农村经济》 40. 《南方经济》 41. 《经济问题》 42. 《经济问题探索》 43. 《经济社会体制比较》 44. 《经济纵横》 45. 《经济学家》 46. 《经济与管理研究》 47. 《中国经济问题》 48. 《中南财经政法大学学报》 49. 《劳动经济研究》 50. 《国际经贸探索》 #### 管理学 / 战略 / 公共管理 (30) 1. 《管理世界》 2. 《管理科学学报》 3. 《南开管理评论》 4. 《中国管理科学》 5. 《管理评论》 6. 《管理学报》 7. 《系统工程理论与实践》 8. 《公共管理学报》 9. 《中国软科学》 10. 《科学学研究》 11. 《科研管理》 12. 《管理科学》 13. 《管理工程学报》 14. 《公共管理评论》 15. 《公共管理与政策评论》 16. 《工程管理科技前沿》 17. 《科学管理研究》 18. 《科学决策》 19. 《科学学与科学技术管理》 20. 《中国行政管理》 21. 《治理研究》 22. 《中国科技论坛》 23. 《中国科学院院刊》 24. 《软科学》 25. 《经济管理》 26. 《经济体制改革》 27. 《外国经济与管理》 28. 《科技进步与对策》 29. 《研究与发展管理》 30. 《管理学刊》 #### 会计 / 审计 / 其他经管交叉 (20) 1. 《会计研究》 2. 《会计评论》 3. 《审计研究》 4. 《审计与经济研究》 5. 《会计与经济研究》 6. 《社会保障评论》 7. 《华东经济管理》 8. 《宏观质量研究》 9. 《电子政务》 10. 《组织与管理》 11. 《税务研究》 12. 《现代日本经济》 13. 《亚太经济》 14. 《证券市场导报》 15. 《商业经济与管理》 16. 《现代经济探讨》 17. 《山西财经大学学报》 18. 《现代财经（天津财经大学学报）》 19. 《江西财经大学学报》 20. 《广东财经大学学报》

--- ## 🤝 Contributing Each pack lives in its own repository. To contribute to a pack, open a PR on that pack's repo. To propose a new pack, open an issue here. See [CONTRIBUTING.md](CONTRIBUTING.md) for the multi-agent workflow and verification checks. For the monthly quality-uplift lane and score/source/clone/root-card report stack, see [tools/README.md](tools/README.md). Before opening a PR that changes root navigation, manifests, or pack metadata, run: ```bash python3 tools/run_checks.py ``` The same hard checks run in GitHub Actions. They check the canonical skill count, curated-pack count, 200 root journal entries and their canonical skill targets, pack README / license presence, Chinese depth-pack source maps, plugin / marketplace drift, `SKILL.md` frontmatter, local README links, Python tool syntax, whitespace, and severe skill clones. CI reports clone pairs from `tools/clone_audit.py --threshold 0.75` and fails only at `--fail-threshold 0.90`. Quality bar for inclusion in this index: 1. Opinionated by venue (not generic) 2. Bilingual zh-CN / en README (for China-relevant venues) 3. At least one `*-workflow` router skill 4. Plugin manifests (`.claude-plugin/plugin.json` + `marketplace.json`) 5. MIT-licensed --- ## 🔗 Related Projects Broader-scope agent skill collections (complementary to this journal-specific index): - [Awesome-Agent-Skills-for-Empirical-Research](https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research) — curated 23,000+ agent skills across 8 social-science disciplines (maintained by CoPaper.AI / Stanford REAP). - [academic-research-skills](https://github.com/Imbad0202/academic-research-skills) — generic research → write → review → revise → finalize skill pipeline for Claude Code. Listed as external resources, no longer vendored into this repository: - [nature-skills](https://github.com/Yuan1z0825/nature-skills) - [Nature-Paper-Skills](https://github.com/Boom5426/Nature-Paper-Skills) - [claude-scholar](https://github.com/Galaxy-Dawn/claude-scholar) - [codex-claude-academic-skills](https://github.com/zLanqing/codex-claude-academic-skills) Generic scientific-writing skill packs (different scope — not journal-specific, listed for reference): - [paper-writer-skill](https://github.com/kgraph57/paper-writer-skill) — full-pipeline academic paper writing (IMRAD, literature management, quality checklists). - [academic-paper-skills](https://github.com/lishix520/academic-paper-skills) — strategist (planning) + composer (writing) skills with quality checkpoints. - [Research-Paper-Writing-Skills](https://github.com/Master-cai/Research-Paper-Writing-Skills) — ML/CV/NLP paper writing, adapted from Prof. Peng Sida's open notes. - [academic-writing-agents](https://github.com/andrehuang/academic-writing-agents) — multi-agent orchestrator with specialist agents for review, research, drafting, polishing. - [claude-scientific-writer](https://github.com/K-Dense-AI/claude-scientific-writer) / [scientific-agent-skills](https://github.com/k-dense-ai/scientific-agent-skills) — general-purpose scientific writing. - [literature-review-skill](https://github.com/YANZHANLIN/literature-review-skill) — 5-step literature-review pipeline (search/fetch/read/synthesize/chapter). - [agent-research-skills](https://github.com/lingzhi227/agent-research-skills) — deep-research systematic literature review. - [qinyan-academic-skills](https://github.com/LeonChaoX/qinyan-academic-skills) — 177+ academic skills across 17 disciplines. Natural-science / life-science skill libraries (broad, not journal-specific — listed for reference): - [research-skills](https://github.com/neuromechanist/research-skills) — academic research plugin with **multi-journal manuscript & figure formatting presets** (Nature / Science / PNAS / Cell / IEEE), literature search, grant writing. The closest third-party analog to a per-journal pack — it formats to multiple venues rather than encoding one venue's editorial culture in depth. - [SciAgent-Skills](https://github.com/jaechang-hits/SciAgent-Skills) — 197 bioinformatics & life-science skills (RNA-seq, single-cell, proteomics, drug discovery) for Claude Code and AI agents. - [claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (K-Dense) — 140+ ready-to-use science skills plus 100+ scientific databases across biology, chemistry, and medicine; compatible with the open Agent Skills standard. --- ## 👥 Maintainers This index is curated and maintained by the team behind **[CoPaper.AI](https://copaper.ai)** — an empirical-research AI assistant **incubated by researchers at [Stanford REAP](https://reap.fsi.stanford.edu/)**. The venue-specific editorial standards encoded across these packs come out of Stanford REAP's empirical-economics methodology and applied causal-inference tradition. | Layer | Anchor | Role | |-------|--------|------| | 🏛️ **Academic lineage** | **Stanford REAP** | The empirical-economics methodology and applied causal-inference tradition behind the venue-specific identification and editorial standards encoded here | | 🔧 **Engineering delivery** | **[CoPaper.AI](https://copaper.ai)** | Empirical-research AI assistant that turns these journal-specific Skills into an end-to-end, submission-ready manuscript pipeline | | ⚙️ **Open-source engine** | **[StatsPAI](https://github.com/brycewang-stanford/StatsPAI)** | The causal-inference engine (900+ functions, MIT-licensed, JOSS in submission) powering CoPaper.AI | > 💡 **Want it out of the box?** Skip the assembly — try [**→ copaper.ai**](https://copaper.ai) and let the Stanford methodology team run the empirical pipeline end-to-end for you. --- ## 📄 License MIT ---

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Maintained by CoPaper.AI, incubated at Stanford REAP · Powered by StatsPAI (900+ functions, MIT)

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