Agent skills

Code Review & Quality skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,936 found
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jim-review-processUse when a Journal of International Marketing (JIM) manuscript is under review or about to be — understanding the editorial…brycewang-stanfordjle-topic-selectionUse when deciding whether a law-and-economics project belongs at The Journal of Law and Economics (JLE) rather than the Journal…brycewang-stanfordjleo-literature-positioningUse when staking a Journal of Law, Economics, and Organization (JLEO) manuscript's contribution against the new-institutional /…brycewang-stanfordjleo-referee-strategyUse when anticipating the referee read on a Journal of Law, Economics, and Organization (JLEO) manuscript before submitting —…brycewang-stanfordjm-rebuttalUse when planning a revision and drafting the point-by-point response letter for a Journal of Marketing (JM) R&R — prioritizing…brycewang-stanfordjm-review-processUse when understanding how Journal of Marketing (JM) review and decisions work — the double-anonymized process, the Coeditor…brycewang-stanfordjme-review-processUse when you need to understand how the Journal of Monetary Economics (JME) review process actually works — single anonymized…brycewang-stanfordjme-submissionUse when running the final pre-submission preflight for the Journal of Monetary Economics (JME) via Elsevier Editorial Manager —…brycewang-stanfordjmf-literature-positioningUse when positioning a Journal of Marriage and Family (JMF) manuscript against the literature so it reads as a family-science…brycewang-stanfordjmf-review-processUse to understand how the Journal of Marriage and Family (JMF) evaluates a manuscript — double-blind anonymous peer review…brycewang-stanfordjmgmt-review-processUse when you need to understand or set expectations for the Journal of Management (JOM) editorial and masked-review process —…brycewang-stanfordjmgmt-topic-selectionUse when scoping the question and choosing the article type for a Journal of Management (JOM) manuscript — empirical vs.…brycewang-stanfordjmis-review-processUse when calibrating expectations for the Journal of Management Information Systems (JMIS) editorial process — the EIC-led…brycewang-stanfordjmr-review-processUse when understanding how the Journal of Marketing Research (JMR) review process works — initial editorial evaluation and…brycewang-stanfordjms-rebuttalUse when drafting the response-to-reviewers and revision for a Journal of Management Studies (JMS) R&R — turning a developmental…brycewang-stanfordjms-review-processUse when you need to understand or set expectations for the Journal of Management Studies (JMS) editorial and peer-review process…brycewang-stanfordjmsc-submissionUse when running the pre-submission preflight to 《管理科学学报》 (Journal of Management Sciences in China) — checking length (≤8000…brycewang-stanfordjoap-literature-positioningUse when positioning a Journal of Applied Psychology (JAP) manuscript against the I-O literature so the theoretical contribution…brycewang-stanfordjoap-review-processUse when you need to understand how the Journal of Applied Psychology (JAP) evaluates a manuscript — masked (anonymized) peer…brycewang-stanfordjoap-workflowUse when starting or navigating any Journal of Applied Psychology (JAP) manuscript and you are unsure which sub-skill applies.…brycewang-stanfordjob-description-writerWrite a clear, inclusive, and structured job description for any role. Use when asked to write a job description, job posting…mohitagw15856joc-literature-positioningUse when positioning a Journal of Communication (JoC) manuscript against the literature so it reads as a field-wide contribution.…brycewang-stanfordjoc-review-processUse to understand how the Journal of Communication (JoC) evaluates a manuscript — double-anonymous review, editorial screening…brycewang-stanfordjoe-review-processUse to understand and navigate the Journal of Econometrics (JoE) editorial process — single-anonymized review, editor screening…brycewang-stanfordjole-review-processUse to understand how the Journal of Labor Economics (JOLE) actually reviews a paper — single-blind refereeing, the…brycewang-stanfordjom-review-processUse when understanding how Journal of Operations Management (JOM) evaluates submissions — the Department-routed structure, the…brycewang-stanfordjonc-review-process在需要理解《通信学报》(Journal on Communications, JOC) 的审稿流程、预测各环节结果与识别作者可用杠杆时调用。对本刊初审(编辑审查规范/对口性/知网查重)→ 外审(约 2~3 名专家评审通信学科贡献)→…brycewang-stanfordjop-review-processUse to understand how The Journal of Politics (JOP) evaluates a manuscript — double-blind review, desk screening for fit and…brycewang-stanfordjop-writing-styleUse when shaping prose, length, and formatting for a The Journal of Politics (JOP) manuscript. JOP counts pages, not words —…brycewang-stanfordjos-review-process当你要理解《软件学报》(Journal of Software, JOS) 的审稿流程、稿件状态含义与作者可施力点时使用。覆盖在线投稿系统的状态链(投稿→领域/责任编委初审→外审→复审→主编终审→修回→定稿→录用)、多轮修回机制、6…brycewang-stanfordjournal-of-agrotechnical-economicsUse when targeting 《农业技术经济》(Journal of Agrotechnical Economics — 中国农业技术经济研究会与中国农业科学院农业经济与发展研究所主办、农业农村部主管的农业技术经济月刊, 1982 年创刊…brycewang-stanfordjournal-of-economic-literatureUse when targeting Journal of Economic Literature (JEL) or deciding whether a survey/review article fits this venue. Encodes the…brycewang-stanfordjournal-of-macro-quality-researchUse when targeting 《宏观质量研究》(Journal of Macro-quality Research — 教育部主管、武汉大学主办、武大质量发展战略研究院编辑出版的 CSSCI 期刊) or deciding whether a…brycewang-stanfordjournal-of-managementUse when targeting 《管理学刊》(Journal of Management — 新乡学院与中国社会主义经济规律系统研究会主办的经济与管理类双月刊, 2009 年改刊, CSSCI/北大核心) or deciding whether a…brycewang-stanfordjournal-of-the-american-musicological-societyUse when targeting the Journal of the American Musicological Society or deciding whether a historical-musicology manuscript fits…brycewang-stanfordjourney-rlsUse as the RLS build stage of the Butterbase journey, after journey-schema. Implements the RLS section of 02-plan.md by…butterbase-aijpam-literature-positioningUse when positioning a Journal of Policy Analysis and Management (JPAM) manuscript against prior work — the policy-evaluation…brycewang-stanfordjpam-review-processUse when anticipating how a Journal of Policy Analysis and Management (JPAM) manuscript will be evaluated — desk screening…brycewang-stanfordjpart-review-processUse to understand how the Journal of Public Administration Research and Theory (JPART) evaluates a manuscript — double-blind…brycewang-stanfordjppm-rebuttalUse when executing a Journal of Public Policy & Marketing (JPP&M) revise-and-resubmit — the response letter, converting reviewer…brycewang-stanfordjppm-review-processUse when calibrating expectations for the Journal of Public Policy & Marketing (JPP&M) review cycle — desk-screen logic, the…brycewang-stanfordjpsp-literature-positioningUse when positioning a Journal of Personality and Social Psychology (JPSP) manuscript against the literatures its section's…brycewang-stanfordjpsp-review-processUse to understand how a Journal of Personality and Social Psychology (JPSP) manuscript is judged — per-section editors, masked…brycewang-stanfordjpube-rebuttalUse when a Journal of Public Economics (JPubE) decision letter arrives (revision or reject) and a response strategy, response…brycewang-stanfordjpube-review-processUse when you need to understand or plan around the Journal of Public Economics (JPubE / JPubEc) editorial process — single…brycewang-stanfordjpube-submissionUse when running the final pre-submission preflight for the Journal of Public Economics (JPubE) via Editorial Manager — the…brycewang-stanfordjue-topic-selectionUse when deciding whether a question is a genuinely spatial, urban-economics contribution that fits the Journal of Urban…brycewang-stanfordjwe-literature-reviewUse when a 《世界经济》 (The Journal of World Economy) literature review cites only domestic empirics and fails to enter the…brycewang-stanford
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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