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
2,0652,112 · page 44 / 62
jais-literature-positioningUse when positioning a Journal of the Association for Information Systems (JAIS) manuscript against the IS conversation —…brycewang-stanfordjais-review-processUse when calibrating expectations for the Journal of the Association for Information Systems (JAIS) editorial process — the…brycewang-stanfordjama-peer-review-revisionUse when responding to JAMA editor and reviewer comments after a revise decision, including the statistical-review queries.…brycewang-stanfordjama-statisticsUse when preparing or auditing the statistical analysis and reporting of a JAMA manuscript so it survives JAMA's dedicated…brycewang-stanfordjama-study-designUse when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or…brycewang-stanfordjams-rebuttalUse when planning a revision and drafting the point-by-point response letter for a Journal of the Academy of Marketing Science…brycewang-stanfordjams-review-processUse when understanding how Journal of the Academy of Marketing Science (JAMS) review and decisions work — the Springer Editorial…brycewang-stanfordjape-review-processUse when navigating the Journal of Applied Econometrics (JAE) editorial process — single-blind peer review by anonymous reviewers…brycewang-stanfordjape-submissionUse when running the final pre-submission preflight for the Journal of Applied Econometrics (JAE) via Editorial Express — Free…brycewang-stanfordjar-review-processUse when setting expectations for how Journal of Accounting Research (JAR) review and decisions work, or when reading a JAR…brycewang-stanfordJava Refactoring with Spring ObjectUtilsRefactor Java code to use org.springframework.util.ObjectUtils for null checks and equality comparisons, replacing standard…ECNU-ICALKJavaScript Refactoring with Legacy Syntax and Timeout SynchronizationRefactor JavaScript code to synchronize multiple animation timeouts to a single global timer and enforce the use of legacy string…ECNU-ICALKjbes-review-processUse when planning around the Journal of Business & Economic Statistics (JBES) peer-review process — the multi-Co-Editor model…brycewang-stanfordjbf-literature-positioningUse when positioning a Journal of Banking & Finance manuscript against banking, intermediation, corporate finance, investments…brycewang-stanfordjbf-review-processUse when you need to understand the Journal of Banking & Finance (JBF) editorial pipeline — the desk screen, double-anonymized…brycewang-stanfordjbv-rebuttalUse after a Journal of Business Venturing (JBV) R&R to plan revisions and draft the point-by-point response letter — prioritizing…brycewang-stanfordjbv-review-processUse when understanding how the Journal of Business Venturing (JBV) review process works — Co-EIC / area-editor routing…brycewang-stanfordjcadcg-review-process在需要理解《计算机辅助设计与图形学学报》(Journal of Computer-Aided Design & Computer Graphics, JCAD&CG)…brycewang-stanfordjcf-review-processUse when planning around the Journal of Corporate Finance (JCF) review process — single-anonymized (single-blind) refereeing, a…brycewang-stanfordjcf-workflowUse when orchestrating the full Journal of Corporate Finance (JCF) manuscript lifecycle — from a corporate-finance question…brycewang-stanfordjcp-rebuttalUse when drafting the response letter and revision for a Journal of Consumer Psychology (JCP) R&R — turning reviewer process…brycewang-stanfordjcp-review-processUse when calibrating expectations for the Journal of Consumer Psychology (JCP) review cycle — desk-screen odds, the…brycewang-stanfordjcr-rebuttalUse when responding to a Journal of Consumer Research (JCR) revise-and-resubmit — planning the revision, running new studies or…brycewang-stanfordjcr-review-processUse when understanding how Journal of Consumer Research (JCR) review and decisions work — double-anonymized review, the…brycewang-stanfordjcrd-review-process在需要理解或建模《计算机研究与发展》(Journal of Computer Research and Development, JCRD)…brycewang-stanfordjde-review-processUse when choosing a submission route or understanding how peer review works at the Journal of Development Economics (JDE) — the…brycewang-stanfordjde-submissionUse when running the final pre-submission preflight for the Journal of Development Economics (JDE) via Editorial Manager — route…brycewang-stanfordjedpsych-literature-positioningUse when positioning a Journal of Educational Psychology manuscript against the educational-psychology literature. JEP gives more…brycewang-stanfordjedpsych-review-processUse when you need to understand how the Journal of Educational Psychology evaluates a manuscript — masked peer review, editorial…brycewang-stanfordjedpsych-tables-figuresUse when building tables and figures for a Journal of Educational Psychology manuscript. JEP uses APA 7th-edition style and…brycewang-stanfordjedpsych-workflowUse when starting or navigating any Journal of Educational Psychology manuscript and you are unsure which sub-skill applies. Use…brycewang-stanfordjedpsych-writing-styleUse when drafting or polishing a Journal of Educational Psychology manuscript to fit its format — generally under 12,000 words…brycewang-stanfordjeg-review-processUse when navigating the Journal of Economic Growth (JEG) editorial process — the Springer Nature submission path, editor…brycewang-stanfordjel-topic-selectionUse when judging whether a literature is a Journal of Economic Literature (JEL)-scale survey topic — mature, important, and…brycewang-stanfordjel-workflowUse when deciding which jel-* sub-skill to invoke next, or when sequencing a survey/review article from topic selection through…brycewang-stanfordjet-review-processUse when interpreting the Journal of Economic Theory (JET) review pipeline — editor desk-screening, single-anonymized refereeing…brycewang-stanfordjf-referee-strategyUse when anticipating referee objections and selecting suggested/opposed reviewers before or during a The Journal of Finance (JF)…brycewang-stanfordjfe-referee-strategyUse when anticipating and pre-empting the objections a Journal of Financial Economics (JFE) referee will raise — endogeneity…brycewang-stanfordjfi-rebuttalUse when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees…brycewang-stanfordjfi-review-processUse when navigating the Journal of Financial Intermediation (JFI) editorial process — the active desk-rejection policy…brycewang-stanfordjfm-identificationUse when the identification argument is the bottleneck for a Journal of Financial Markets (JFM) manuscript — causal effects on…brycewang-stanfordjfqa-review-processUse when explaining how the Journal of Financial and Quantitative Analysis (JFQA) review process works — double-anonymous peer…brycewang-stanfordjfqa-tables-figuresUse when building the tables and figures for a Journal of Financial and Quantitative Analysis (JFQA) paper — summary statistics…brycewang-stanfordjfr-literature-reviewUse when the literature review for a 《金融研究》 (Journal of Financial Research) manuscript is a citation pile rather than a dialogue…brycewang-stanfordjhr-review-processUse when you need to understand and plan around the Journal of Human Resources (JHR) editorial process — single-anonymous review…brycewang-stanfordjibs-rebuttalUse when planning revisions and drafting the point-by-point response letter after a Journal of International Business Studies…brycewang-stanfordjibs-review-processUse when setting expectations for, or interpreting, the Journal of International Business Studies (JIBS) editorial process — the…brycewang-stanfordjie-review-processUse to understand how editorial handling and refereeing work at the Journal of International Economics (JIE) — 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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