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
2,7852,832 · page 59 / 62
ssc-literature-dialogueUse when building or fixing the literature review for 《中国社会科学》 (Social Sciences in China) — entering the theoretical lineage…brycewang-stanfordssc-rebuttalUse when responding to external-review (外审) comments from 《中国社会科学》 (Social Sciences in China) — drafting a point-by-point…brycewang-stanfordssi-review-process当需要理解《中国科学:信息科学》(Scientia Sinica Informationis, SSI)…brycewang-stanfordstack-trace-js-probeInternal helper for meta-stack-trace-investigator. Use when a JavaScript or TypeScript stack trace needs npm/node/tsc-specific…opensquillastackblitz-debug-bundleCollect WebContainer diagnostic info: boot state, file system, process list. Use when working with WebContainers or StackBlitz…jeremylongshoredrill-statusShow drill-me learning progress — topics studied, cards due for review, weakest concepts, and what to study next. Use when the…davepoonwritesstoc-review-processUse when reasoning about how a STOC (ACM Symposium on Theory of Computing) submission is evaluated — the SIGACT program-committee…brycewang-stanfordstoic-setback-debriefRecover from a professional setback — a failed launch, brutal feedback, a public mistake, a lost deal, a layoff — using the…mohitagw15856Story Review Without RevisionReview and summarize user-submitted stories or text without providing revisions, edits, or rewrites. The review itself should be…ECNU-ICALKstrafakte-quality-gateWenn es um Strafakte: Quality Gate in Aktenaufbereiter Strafrecht geht: erstellt den passenden Entwurf aus Sachverhalt, Norm…Klotzkettestrafbefehl-quality-gate-akteneinsichtWenn es um Strafbefehl-Verteidiger — Kommandocenter in Strafbefehl-Verteidiger geht: prüft Frist, Form, Zuständigkeit, Rechtsweg…Klotzkettestrafbefehl-quality-gateWenn es um Quality Gate — Strafbefehl-Mandat in Strafbefehl-Verteidiger geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzkettestrategy-documentWrite structured strategic documents for small and medium businesses: SWOT analyses, lean business plans, OKRs, competitive…jezwebstructured_literary_analysis_paragraphGenerates high-quality, human-like literary analysis paragraphs using a structured format (Topic Sentence, Evidence, Explanation…ECNU-ICALKstructured_seo_product_reviewerGenerates structured, SEO-friendly product and app reviews section-by-section, incorporating specific dimensions, battery…ECNU-ICALKstudent_report_writerGenerates or rewrites student reports and progress descriptions for various education levels (Early Years to Grade 7), including…ECNU-ICALKStyle-Matched Essay RewriterRewrite essays to match the tone, language, and sentence structure of a provided reference text to ensure a human-like quality…ECNU-ICALKsub-agentDelegate a self-contained task to a sub-Agent (Codex, Claude Code, or Pi via background process). The original use case was…opensquillasubagent-driven-developmentExecute plans task-by-task with two-stage review.HezaoHezaowritesSubagent-Driven Literature ReviewUse parallel subagents for large-scale paper screening and deep dive analysisbrycewang-stanfordsubcontractor-scorecardScore a subcontractor's performance across schedule reliability, quality, safety, paperwork, and change-order behaviour with…mohitagw15856submittal-trackerConstruction submittal tracking skill for document management and review workflowa5c-aiwritessupplier-quality-sustainability-reportingWenn es um Supplier Quality Defects in fashion-law-moderecht geht: ordnet Sachverhalt, Norm, Beweislast, Gegenargumente und…Klotzkettesupplier-scorecardBuild a quarterly supplier performance scorecard with a weighted grade and a clear escalate/develop/exit call. Use when asked to…mohitagw15856Sustainable Building Design Technical Report WriterWrites technical report sections and literature reviews on sustainable building design and computer modeling, adhering to…ECNU-ICALKswiftui-designSwiftUI 前端设计 skill — anti AI-slop rules, design direction advisor, brand asset protocol, and five-dimension review. Works with…nexu-iosystematic-literature-reviewSystematic literature review across multiple arXiv papers.HezaoHezaowritesSystematic Qualitative Literature Review on US Police Mental HealthAssist with a dissertation examining psychological factors, screening, barriers, and treatment effectiveness for US law…ECNU-ICALKsystematic-reviewConduct comprehensive literature searches, quality assessments, evidence synthesis, and meta-analysesa5c-aiwritesSystematic Review Introduction WritingWrites the introduction section of a systematic review following a specific 8-point structure, ensuring accessibility for readers…ECNU-ICALKsystematic-search-strategyConstruct rigorous systematic search strategies for literature reviewsbrycewang-stanfordsystems-engineering-theory-and-practiceUse when targeting 《系统工程理论与实践》(Systems Engineering Theory and Practice — 中国系统工程学会会刊, 中国科协主管, 1981 年创刊月刊, 国自然管理科学 A 级 / EI 收录) or…brycewang-stanfordt-prd-checkValidate draft PRD, published PRD baseline, and user stories for quality and consistency.timzaakwritestableEconometrics skill for creating publication-quality LaTeX regression and summary tables. Activates when the user asks about…brycewang-stanfordtables-and-figuresUse when generating a LaTeX results table, creating a figure for a paper, formatting descriptive statistics, preparing regression…brycewang-stanfordtablesDesign and format publication-quality tables: column order, row grouping, notes, precision, reproducibility.brycewang-stanfordtacas-review-processUse when reasoning about how a TACAS (ETAPS) submission is evaluated, covering the per-category blind model (double-blind…brycewang-stanfordtacas-workflowUse when planning a TACAS (ETAPS) project timeline from category choice and venue fit through the EasyChair paper deadline, the…brycewang-stanfordtar-contribution-framingUse when results exist but the accounting contribution is thin or implicit for a The Accounting Review (TAR) manuscript — turning…brycewang-stanfordtar-review-processUse when understanding how The Accounting Review (TAR) review and decisions work, or when reading a TAR decision letter — the…brycewang-stanfordtar-workflowUse when deciding which tar-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal…brycewang-stanfordtar-writing-styleUse when polishing the prose of a The Accounting Review (TAR) manuscript — front-loading the result, writing for an accounting…brycewang-stanfordtax-planning-checklistGenerate a structured tax planning checklist and review framework for any individual or business context. Use when asked to…mohitagw15856tdd-workflows-tdd-refactorUse when working with tdd workflows tdd refactorsickn33techdebtAnalyze Elixir/Phoenix technical debt — duplicates, refactoring opportunities, credo issues. Use when asked about code quality…oliver-kriskatestimonials-generatorWhen the user wants to add, optimize, or design customer testimonials, reviews, or case study sections. Also use when the user…kostja94testingTesting workflow and quality standards for writing and running tests. Use when: (1) Writing new tests, (2) Adding a new feature…iOfficeAIthe-accounting-reviewUse when targeting The Accounting Review (TAR) or deciding whether an accounting manuscript fits this venue. Encodes 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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