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 978windsurf 55cline 34
CategoryWorkflow & Productivity 4,987AI & Agents 3,033Data & Analytics 2,347Code Review & Quality 1,377Backend & API 1,243Security 1,197Design & Presentation 1,129Documentation 967Content & Marketing 917Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 258Other 9,845
2,961 found
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suede-marketing-loopsSuede-affiliated recurring marketing workflow design for cadence, inputs, decision rules, checkpoints, failure states, and…JasonColapietrotransformers-jsUse Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text…sickn33uncle-bob-craftUse when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not…sickn33win-loss-analysisWin/loss analysis for B2B SaaS. Analyzes sales call transcripts across 6 dimensions (product, messaging, GTM/sales, pricing…growthack88deslopRemove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to…brycewang-stanfordcloudbase-wechat-integrationCloudBase WeChat integration guide for Mini Program WeChat Pay, Official Account JSAPI Pay, Native QR-code Pay, Official Account…TencentCloudBasedoca-debugUse this skill when the user is debugging any DOCA symptom — a build that won't compile, a link step that can't resolve a doca_*…NVIDIAfigma-use**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly…Haohao-endgepettoCreates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when…softaworksjiqizhixin-skill机器之心/Synced(国内首家系统性AI科技媒体)的AI内容创作思维——论文级深度+量化驱动+学术与产业双线并跑+产品化媒体运营。 触发词:「机器之心视角」「像机器之心那样写」「Synced…momozi1996oma-debugBug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests. Use…first-flukephx-reviewReview changed Elixir/Phoenix code read-only. Check requirements, cite evidence, deduplicate findings, and return a…oliver-kriskaplotnineplotnine static visualization (ggplot2 syntax for Python). Geoms, aesthetics, scales, coordinates, facets, themes. Use for static…brycewang-stanfordpptx-deck-creationCreate editable, production-ready PPTX decks with narrative planning, explicit layout specs, asset guidance, and quality checks.sickn33pragmatic-programmerApply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract. Use when the user…wondelairefactoring-patternsApply named refactoring transformations to improve code structure without changing behavior. Use when the user mentions "refactor…wondelaiscientific-critical-thinkingEvaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality…FreedomIntelligencewritesscientific-critical-thinkingEvaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and…LeonChaoXwritesswiftlintConfigures and enforces SwiftLint in Swift projects using build tool plugins, run scripts, and CI. Covers .swiftlint.yml…dpearson2699swiftui-performanceProfile, diagnose, and remediate SwiftUI runtime performance using code review, Instruments, and repeatable measurements. Use…dpearson2699affiliate-blog-builderWrite SEO-optimized affiliate blog articles, product reviews, comparison posts, listicles, and how-to guides. Triggers on: "write…Affitoralkahest-developerHelp developers write code that interacts with Alkahest escrow contracts using the TypeScript, Rust, or Python SDKinternet-courtantfuAnthony Fu's opinionated tooling and conventions for JavaScript/TypeScript projects. Use when setting up new projects…antfuaspnet-coreBuild, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use…Haohao-endcoding-best-practicesReviews Swift/iOS code for adherence to modern Swift idioms, Apple platform best practices, architecture patterns, and code…rshankrasdaily-lead-stewardMaintain a daily review cockpit for high-intent leads and hand-raisers.zapierearExport Administration Regulations (EAR, 15 CFR Parts 730-774) compliance advisor — ECCN classification across all 10 CCL…lawve-aiembedded-systemsUse when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for…Jeffallanguidelines-advisorSmart contract development advisor based on Trail of Bits' best practices. Analyzes codebase to generate…trailofbitshigh-output-managementManage for output using Grove''s "High Output Management": a manager''s output is their organization''s output, raised by…wondelaihuntFinds root cause before applying fixes for errors, crashes, regressions, failing tests, broken behavior, and screenshot-reported…tw93klingai-performance-tuningOptimize Kling AI for speed, quality, and cost efficiency. Use when improving generation times or finding optimal settings.…jeremylongshorewriteslangchain-core-workflowCompose LangChain 1.0 chains with RunnableParallel, RunnableBranch,\n\ RunnablePassthrough.assign, and RunnableLambda \u2014…jeremylongshorewriteslangchain-debug-bundleProduce a reproducible, sanitized diagnostic bundle for a LangChain\ \ / LangGraph\nincident \u2014 environment snapshot, version…jeremylongshorewriteslangchain-eval-harnessBuild reproducible evaluation pipelines for LangChain 1.0 chains and\ \ LangGraph 1.0\nagents \u2014 golden datasets, LangSmith…jeremylongshorewritesllmquant-creditRouter skill for LLMQuant credit workflows. Use when the user needs issuer credit review, spread regime analysis, high-yield…LLMQuantllmquant-prediction-marketsRouter skill for LLMQuant prediction-market workflows. Use when the user needs event odds, settlement criteria, probability gaps…LLMQuantmatlab-enhance-camera-imageRead BEFORE troubleshooting or enhancing camera image quality. Diagnoses and enhances image quality from cameras connected via…matlabmcp-urgent-caller-triagePrioritize inbound client calls by reading transcripts, classifying urgency, matching callers to legal client and matter context…zapiermeasure-okr-graderScores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational |…product-on-purposemedical-imaging-reviewWrite comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or…brycewang-stanfordwritesmedical-imaging-reviewWrite comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or…LeonChaoXwritesmega-campaign-generatorBuild review-first outbound campaign packages from source context for marketing and sales teams.zapiernemo-mbridge-multi-node-slurmConvert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native vs uv run…NVIDIAoptim-plansMUST USE when a user asks to plan, brainstorm, design, scope, review, or evaluate a repo change before implementation; do not use…Optim-AgentphotokitImplement, review, or improve photo picking, camera capture, and media handling in iOS apps using PhotoKit and AVFoundation. Use…dpearson2699pr-review-fixPeriodically analyze open pull requests for CI failures, code review feedback, and quality issues, then fix them in batch. Use…TencentCloudBaseprotein-design-qcProtein design quality control, filtering thresholds, and ranking guidance. Use this skill when: (1) Evaluating design quality…BioTender-max
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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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