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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groq-core-workflow-bUse when you need Groq's non-chat endpoints — transcribing or translating audio with Whisper, understanding images with Llama 4…jeremylongshoregroq-debug-bundleCollect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support…jeremylongshoreinterviewsManages the founder's customer discovery interview lifecycle — drafting scripts tailored to a target segment, refining existing…davepoonjais-submissionUse when running the final pre-submission preflight of a Journal of the Association for Information Systems (JAIS) manuscript —…brycewang-stanfordjmis-submissionUse when running the final pre-submission preflight for a Journal of Management Information Systems (JMIS) manuscript — the…brycewang-stanfordjms-submissionUse when running the final pre-submission preflight for a Journal of Management Studies (JMS) manuscript via the Wiley ScholarOne…brycewang-stanfordjpe-submissionUse when running the final pre-submission preflight for a Journal of Political Economy (JPE) manuscript via Editorial Express —…brycewang-stanfordkami-deckA lab-meeting deck on gut-microbiome links to sleep quality — the design, the results, the caveats, and the next experiment.…nexu-iolang-submissionUse when running the final pre-submission preflight for Language (LSA) via the Cambridge University Press ScholarOne portal —…brycewang-stanfordlegal-risk-analysisAssess and classify legal risks using a severity-by-likelihood framework with escalation criteria. Use when evaluating contract…lawve-ailegal-risk-assessment-anthropicAssess and classify legal risks using a severity-by-likelihood framework with escalation criteria. Use when evaluating contract…lawve-ailindy-common-errorsTroubleshoot common Lindy AI agent errors and workflow failures. Use when encountering errors, debugging agent failures, or…jeremylongshorewritesliterature-reviewConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar…brycewang-stanfordwriteslokalise-common-errorsDiagnose and fix Lokalise common errors and exceptions. Use when encountering Lokalise errors, debugging failed requests, or…jeremylongshoremarketplace-fundamentalsHelp users understand the core mechanics of marketplace businesses, from solving the cold start problem to maintaining quality…RefoundAImatlab-diagnose-parforDiagnose and fix parfor errors in MATLAB. Invoke this skill when the user has a parfor problem: "parfor loop has an error"…matlabmicrosoft-agent-frameworkCreate, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific…githubmulti-platform-launchWhen the user wants to launch a product across multiple platforms, plan a Product Hunt launch, build a waitlist, or execute a…tech-leads-clubn8n-code-toolWrite and debug JavaScript or Python for the AI-callable n8n Custom Code Tool, including schemas, sandbox limits, and return…sickn33nda-triage-anthropicScreen incoming NDAs and classify them as GREEN (standard), YELLOW (needs review), or RED (significant issues). Use when a new…lawve-aiobsidian-common-errorsDiagnose and fix common Obsidian plugin errors and exceptions. Use when encountering plugin errors, debugging failed operations…jeremylongshoreorwell-writingUse when an agent is asked to draft, rewrite, edit, review, polish, copyedit, simplify, humanize, or create written prose…tamdogoodpartner-affiliateWhen the user wants to build a partner program, launch an affiliate program, design integration partnerships, or create…tech-leads-clubpdf-processing-openaiToolkit for comprehensive PDF reading, reviwing, and creation with visual quality control. Use to work with PDFs (.pdf files)…lawve-aipeer-reviewSystematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting…FreedomIntelligencewritespeer-reviewStructured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria…LeonChaoXwritescontract-review-anthropicReview contracts against your organization's negotiation playbook, flagging deviations and generating redline suggestions. Use…lawve-aippt-keynoteApple Keynote-quality slides, one card per screen, with keyboard left/right navigation.nexu-ioprl-submissionUse when running the final pre-submission preflight for a Physical Review Letters manuscript — length check, format, files…brycewang-stanfordproduct-reviewsHelp users design and facilitate product reviews that shift from status updates to strategic deep-dives, ensuring high-quality…RefoundAIprofessional-proofreaderUse when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to…sickn33publication-outputThis skill covers publication-quality tables and figures for academic research papers. Use when formatting regression results…brycewang-stanfordred-team-verifier-patrick-munroAdversarial verification of AI-generated legal content with systematic fact-checking, source validation, and quality control. Use…lawve-airestud-submissionUse when running the final pre-submission preflight for a The Review of Economic Studies (REStud) manuscript — double-anonymity…brycewang-stanfordretentioneering-contributingHelp the user turn their Retentioneering ideas, friction reports, bug findings, or feature needs into high-quality upstream…retentioneeringrevacc-submissionUse when a Review of Accounting Studies (RAST) manuscript is close to submission and needs the Editorial Manager preflight —…brycewang-stanfordreview-animationsReviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering philosophy. Default to…nexu-iorfs-submissionUse when running the final pre-submission preflight for a The Review of Financial Studies (RFS) manuscript — the SFS Editorial…brycewang-stanfordrof-submissionUse when running a Review of Finance submission preflight for Editorial Express, regular versus Fast-Track fee choice, 60-page…brycewang-stanfordrun-seo-page-loopRun an SEO page observation-action-review loop with persistent Memory by coordinating demand research, page creation, adversarial…tsingyuaiscope-change-controller-scott-margettsScope management for legal matters — baseline capture, in-flight change control, OOS documentation, and scope retrospective. Use…lawve-aisemantic-kernelCreate, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references…githubsettlement-agreement-review-andrew-birdReviews or drafts the agreement that pays an employee to settle their claims — and flags the statutory conditions that decide…lawve-aishipping-velocityHelp users accelerate their product development cycles by implementing high-intensity rituals, ruthless scoping, and technical…RefoundAIsimplify-implementationAI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance scalability.…codeaholicguyskill-improverIteratively reviews and fixes Claude Code skill quality issues until they meet standards. Runs automated fix-review cycles using…trailofbitswritessmellDetect software architecture bad smells, algorithmic complexity hotspots, and anti-patterns in a codebase. Produces a detailed…smallneststata-graphList, export, and review Stata graphs from the current session.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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