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 29,139codex 4,760cursor 3,079copilot 977windsurf 55cline 34
CategoryWorkflow & Productivity 4,986AI & Agents 3,034Data & Analytics 2,346Code Review & Quality 1,378Backend & API 1,244Security 1,196Design & Presentation 1,129Documentation 966Content & Marketing 918Testing & QA 778DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 258Other 9,844
2,969 found
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rag-architectDesigns and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores…Jeffallanralph-review-trioRun a sequential three-tier code review on a finished implementation branch — Haiku (surface) → Sonnet (logic) → Opus (deep).…davepoonreview-responseSystematic review response workflow from comment analysis to professional rebuttal writing. Use when the user asks to "write…brycewang-stanfordsecond-opinionRuns external LLM code reviews (OpenAI Codex or Google Gemini CLI) on uncommitted changes, branch diffs, or specific commits. Use…trailofbitswritessentry-debug-bundleCollect diagnostic information for Sentry troubleshooting and support tickets. Use when events are not appearing in Sentry, SDK…jeremylongshorewritesopen-knowledge-pack-software-lifecycleHow to work in a Software Lifecycle project (the `software-lifecycle` starter pack): proposals → decisions → specs → postmortems…inkeeptrailmark-variant-neighborhoodExpands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling…trailofbitswritestypescript-proImplements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC…Jeffallanvercel-advanced-troubleshootingAdvanced debugging for hard-to-diagnose Vercel issues including cold starts, edge errors, and function tracing. Use when standard…jeremylongshore03-performance-eval-globalDiagnose marketing performance for global businesses — root cause analysis, 5-Whys, 48-hour action plan. Has 4 region variants…minhnv0807adobe-illustrator-scriptingWrite, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or…githubcode-quality-reviewerReviews code and provides detailed quality assessmentalibabacatchupSummarize and review what changed while you were away. Use after a weekend, vacation, or flight to check missed PRs, git commits…oliver-kriskawritesdeeprefineCodex adapter for the DeepRefine agent-native refinement loop. Use when the user invokes $deeprefine or /deeprefine, or asks to…HKUST-KnowCompcontent-quality-auditorUse when auditing content quality, E-E-A-T, publish readiness, or 内容质量/EEAT评分. Runs 80-item CORE-EEAT scoring with veto checks…ViryaZhengcursor-debug-bundleDebug AI suggestion quality, context issues, and code generation problems in Cursor. Triggers on "debug cursor ai", "cursor…jeremylongshorewritesecon-writeExpert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head…brycewang-stanfordecon-writeExpert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head…hanlulongfoundation-meeting-agendaProduces an attendee-facing agenda that sets what will be discussed, who owns each topic, and how time will be spent. Supports…product-on-purposefoundation-meeting-recapProduces a topic-segmented post-meeting summary for attendees with decisions highlighted and actions captured inline per topic…product-on-purposefullDeliver a large, cross-domain Phoenix feature or complete end-to-end system through planning, implementation, verification, and…oliver-kriskagolang-lintLinting best practices and golangci-lint configuration for Golang projects — running linters, configuring .golangci.yml…samberwritesevaluating-llms-harnessEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model…OpenRaiserevaluating-llms-harnessEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model…Orchestra-Researchmalaysia-payment-gatewayBuild, debug, review, and explain Malaysia payment gateway integrations. Use when implementing checkout, payment links, hosted…afu-itmanuscript-review-councilRun a multi-agent scientific manuscript review with parallel specialist reviewers, disagreement checks, and an editor…BioTender-maxmarket-news-analystThis skill should be used when analyzing recent market-moving news events and their impact on equity markets and commodities. Use…BaggaT236nemo-relay-debug-runtime-integrationUse this skill when NeMo Relay is installed or imported but application-side runtime behavior is missing or incorrect, including…NVIDIAnemo-rl-session-memoryManage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across…NVIDIAoperating-system-visualizationUse this skill whenever the user wants visual learning for operating systems, process states, CPU scheduling, Gantt charts…mingchen666phx-fullRun a portable sequential plan-work-verify-review-compound lifecycle. Use optional generic workers only when the runtime supports…oliver-kriskaprotein-qcQuality control metrics and filtering thresholds for protein design. Use this skill when: (1) Evaluating design quality for…FreedomIntelligenceresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria…brycewang-stanfordwritesreview-promptGenerates smart App Store review prompt infrastructure with configurable conditions and platform detection. Use when user wants…rshankraswritessecond-brainWhen you want to capture into, compile, query, lint, or connect your personal Second Brain. Wraps the Karpathy LLM Wiki schema…coreyhaines31setup-stripe-malaysiaSet up, build, debug, review, and explain Stripe payment gateway integrations for Malaysia. Use when working with Stripe Checkout…afu-itsimple-deckOpen Design's operating review: growth, burn, and the concrete path to sustainability without losing the open ethos. Built as a…nexu-iosubmission-checklistStage-based submission checklists for papers/reports: pre-submission, submission, revision/rebuttal, camera-ready. Includes…foryourhealth111-pixelwritesswift-concurrency-expertReview and fix Swift concurrency issues such as actor isolation and Sendable violations.sickn33tooluniverse-crispr-screen-analysisComprehensive CRISPR screen analysis for functional genomics. Analyze pooled or arrayed CRISPR screens (knockout, activation…BioTender-maxus-stock-analysisComprehensive US stock analysis including fundamental analysis (financial metrics, business quality, valuation), technical…BaggaT236utility-pm-changelog-curatorDraft CHANGELOG entries from git log via the pm-changelog-curator sub-agent, applying the repo hygiene rules (describe what…product-on-purposeweekly-reverse-reviewReverse weekly review for turning inbox noise, daily plans, diaries, calendars, annual plans, and long-range life plans into one…twhsiwindsurf-debugging-aiExecute use Cascade for intelligent debugging and error analysis. Activate when users mention "debug with ai", "error analysis"…jeremylongshorewindsurf-linting-configConfigure and enforce code quality with AI-assisted linting. Activate when users mention "configure linting", "eslint setup"…jeremylongshorewriteswindsurf-multi-file-editingManage multi-file edits with Cascade coordination. Activate when users mention "multi-file edit", "edit multiple files"…jeremylongshorewriteswindsurf-terminal-aiExecute leverage AI-assisted terminal commands and debugging. Activate when users mention "terminal help", "command suggestion"…jeremylongshorewoo-guardReview generated or changed WooCommerce extensions, payment and shipping integrations, checkout customizations, and order or…sickn33
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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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