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
2,1612,208 · page 46 / 62
jwe-submissionUse for the pre-submission preflight to 《世界经济》 (The Journal of World Economy) — checking footnote (页下注) conventions, reference…brycewang-stanfordjwe-topic-internationalUse to sharpen a 《世界经济》 (The Journal of World Economy) topic into a causal question seen through an international / open-economy…brycewang-stanfordkaizenGuide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code…sickn33kdd-author-responseUse when drafting KDD rebuttals on OpenReview, where authors answer each review under a no-hyperlink rule, cannot upload…brycewang-stanfordkdd-experimentsUse when designing or auditing the empirical section of a KDD paper, where evidence combines quality deltas with scalability and…brycewang-stanfordkdd-review-processUse when reasoning about how KDD papers get judged in its dual-cycle OpenReview process: per-review rebuttal, area-chair…brycewang-stanfordkeep-qbrQuarterly Business Review template generator — takes account info (ARR tier, adoption metrics, goals) and produces a complete QBR…jeremylongshorewriteskeyword-clusterBuild a content cluster plan from seed keywords — pillar+spokes architecture with internal-link map, intent grouping, and quality…indranilbanerjeekiro-validate-designInteractive technical design quality review and validation. Use when reviewing design before implementation.gotalabkyc-escalationWrite an internal KYC/AML escalation memo: a factual time-stamped trigger description, customer-profile vs activity mismatch…mohitagw15856landing-experience-checkerUse when the user asks to "pre-launch check the landing page", "run a Quality-Score preflight", or "verify ad-to-page message…aaron-he-zhulang-literature-positioningUse when positioning a Language (LSA) manuscript within the literature so it reads as in dialogue with current linguistics across…brycewang-stanfordlang-workflowUse when starting or navigating any manuscript aimed at Language (Linguistic Society of America) and unsure which skill applies —…brycewang-stanfordlangfuse-common-errorsDiagnose and fix common Langfuse errors and exceptions. Use when encountering Langfuse errors, debugging missing traces, or…jeremylongshorelangfuse-core-workflow-bExecute Langfuse secondary workflow: Evaluation, scoring, and datasets. Use when implementing LLM evaluation, adding user…jeremylongshorewriteslangfuse-debug-bundleCollect Langfuse debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing…jeremylongshorelangfuse-local-dev-loopSet up Langfuse local development workflow with hot reload and debugging. Use when developing LLM applications locally, debugging…jeremylongshorewriteslaser-and-photonics-reviewsUse when targeting Laser & Photonics Reviews or deciding whether a laser-physics / photonics review or original-research…brycewang-stanfordlatex-drawing-guideTikZ and PGFPlots techniques for publication-quality scientific figuresbrycewang-stanfordlatex-proof-formatterFormat proofs and algorithms in publication-quality LaTeXa5c-aiwriteslaunch-readinessAssesses pre-launch readiness across every function and produces an explicit Go / Conditional Go / No-Go recommendation. Use when…mohitagw15856lead-research-assistantIdentifies high-quality leads for your product or service by analyzing your business, searching for target companies, and…davepoonlead-research-assistantIdentifies high-quality leads for your product or service by analyzing your business, searching for target companies, and…ECNU-ICALKlead-research-assistantIdentifies high-quality leads for your product or service by analyzing your business, searching for target companies, and…Prat011learnHelp a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or…sickn33legacy-modernizerRefactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency…sickn33lfgFull autonomous research workflow — brainstorm, plan, implement, review, and documentbrycewang-stanfordlight-science-and-applicationsUse when targeting Light: Science & Applications or deciding whether a photonics manuscript fits this venue. Encodes the…brycewang-stanfordlightning-architecture-reviewReview Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs.…sickn33lime-quality-workflowChoose Lime validation commands for GUI, command/bridge, config, version, and PR-readiness changes.limecloudlinear-incident-runbookProduction incident response procedures for Linear integrations. Use when handling production issues, diagnosing outages, or…jeremylongshorewriteslist-growth-designerUse when the user asks to "grow my email list", "design a lead magnet / signup incentive", "set up double opt-in", or "plan a…aaron-he-zhulit-reviewSummarize academic papers, extract key findings, and identify research gapsbrycewang-stanfordlit-synthesizerSearch PubMed and bioRxiv, summarise papers with LLM, build citation graphs, and generate literature review sections.FreedomIntelligenceliterary_analysis_paragraph_writerGenerates high-quality, human-sounding literary analysis paragraphs focusing on mood, setting, and diction, structured with…ECNU-ICALKliterature-reviewStructure and write a literature review for any research topic. Use when asked to write a literature review, systematic review…mohitagw15856literature-review-writingStructure and write comprehensive literature reviews for any fieldbrycewang-stanfordliterature-searchUse when the user asks to search for papers, review literature, find references on a topic, verify a paper exists, or build a…brycewang-stanfordlitigation-discovery-ma-commercial-qualityWenn es um Litigation, Discovery und Evidence in Common-Law-Kompass für deutsche Wirtschaftsjuristen geht: prüft Frist, Form…Klotzketteliveagent-code-reviewReview an open GitHub pull request or the current local branch and working tree with parallel, independent reviewers and…Stack-Cairnliving-reviews-in-relativityUse when targeting Living Reviews in Relativity (LRR) or deciding whether an invited, continuously updated authoritative review…brycewang-stanfordllm-gateLLM-powered quality verification using prompt hooks. Validates commit messages, code patterns, and conventions using AI before…rohitg00lma-facility-review-deutschWenn es um LMA Facility Review im deutschen Deal in Private Equity Praxis geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzketteln-11-plan-reviewerReviews implementation plans against repository evidence and current authoritative guidance. Use before execution to expose gaps…levnikolaevichln-24-architecture-auditorAudits implemented architecture fitness, boundaries, contracts, dependencies, and configuration ownership. Use for system…levnikolaevichln-61-skill-reviewerReviews standalone skills and their configured distribution surfaces before publication. Use for skill release readiness; not for…levnikolaevichloan-covenant-reviewRun a quarterly loan covenant compliance review: covenant table with required vs actual vs headroom, trend and…mohitagw15856local-business-growthA mini marketing agency in skill form — 7 practical, actionable marketing skills designed for local business owners (shop owners…cosmicstack-labs
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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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