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 28,839codex 6,576cursor 4,239copilot 1,338windsurf 73cline 44
CategoryAI & Agents 4,178Data & Analytics 3,150Code Review & Quality 1,855Backend & API 1,737Security 1,624Workflow & Productivity 1,610Documentation 1,359Design & Presentation 1,342Content & Marketing 1,217Testing & QA 1,077DevOps & Cloud 782Databases 734Frontend 626Business & Finance 444Media & Video 346Other 7,919
2,896 found
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swift-developmentSwift language patterns and best practices including concurrency, performance, and modern idioms. Use for Swift language-level…rshankrasacademic-pipelineOrchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review ->…brycewang-stanfordcrossframe-reviewUse when explicit CrossFrame output needs review for reasoning fidelity, evidence boundaries, source anchors, concept drift…sickn33legal-ai-model-router-stephane-boghossianRoutes any legal task to the right LLM, like OpenRouter but for legal work and grounded in benchmarks instead of brand loyalty.…lawve-aishort-drama-review独立校验与审查文件系统短剧项目中的故事、剧本、资产、连续性、资产图片提示词、分镜、关键帧和视频提示词。用户提出“审稿/检查剧本”“检查资产或连续性”“检查图片/视频提示词”“审查或诊断模板感”,或判断一集能否交付文本或 JSON…worldwonderermatlab-simulate-radar-detectionsConfigure, simulate, debug, and analyze radarDataGenerator within radarScenario. Use for: interactively building radar detection…matlabresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria…foryourhealth111-pixelwritesresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria…LeonChaoXwritescrossframe-debateUse when CrossFrame Suite routes explicit Chinese proposition testing, debate analysis, hidden-premise review, rebuttal design…sickn33knowledge-organizeThis skill should be used when the user asks to "梳理知识", "整理笔记", "画知识框架", "总结要点", "提炼知识点", "一章总结", "知识清单", "帮我整理这章", "做个知识图谱"…mingchen666writeslearning-visualization-skillGenerate single-file HTML visual explanations for learning and review. Use this skill when the user wants concept maps, process…mingchen666pillar-content-architectureHow to design a content hub that earns topical authority. Pillar topic selection, cluster planning, internal linking…rampstackcoredakturaРедактура текстов на русском языке по методу Людмилы Сарычевой — от смысла к словам, а не наоборот. Use this skill whenever the…N1arkoresearch-grantsWrite competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget…FreedomIntelligencewritesreview-planThis skill should be used when the user asks to "做个复习计划", "安排复习", "考试还剩X天怎么安排", "制定学习计划", "帮我规划复习", "冲刺计划", "每天学什么", "复习时间怎么分配"…mingchen666writesspec-driven-developAutomates pre-development workflow for large-scale complex tasks. Use when the user mentions "rewrite", "migrate", "overhaul"…zhu1090093659ai-content-collaborationHow humans and AI compose in content workflows. Where AI legitimately participates, where humans must own, hybrid workflow…rampstackcoconcept-visualization-generatorDesign and generate concept-first learning artifacts: concept cards, visual explanations, diagrams, interactive HTML demos…mingchen666enforcing-review-separationUse when artifact, code, finding, provider, or release approval requires independent review across principal, role, team, or…casioreview20-glitchexam-prepThis skill should be used when the user asks to "考前速记", "公式卡", "易错清单", "高频考点", "答题模板", "考前冲刺", "帮我速记", "明天考试帮我准备", "考前2小时"…mingchen666writeslong-form-content-frameworksPatterns for individual long-form content pieces. Case studies, whitepapers, research reports, definitive guides, manifestos…rampstackcon8n-agentsDesign n8n AI agents, chains, classifiers, extractors, tool calling, memory, RAG, structured output, and human-review flows.sickn33nil-contract-analysis-samir-patelNIL (Name, Image, and Likeness) contract analysis for NCAA student-athletes from the athlete's perspective. Use when user says…lawve-aiopenrouter-context-optimizationOptimize context window usage for OpenRouter models to reduce cost and improve quality. Use when hitting context limits, managing…jeremylongshorewritespromoting-skill-providersUse when a quarantined or candidate provider requests validated, stable, or certified status and must prove current trust…casioreview20-glitchrag-evalFilesystem RAG benchmarks: corpus/, train.json, evaluate_rag.py (RAGAS quality). Not for prod monitoring, latency/throughput…NVIDIAwritesresearch-ideationThis skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps"…brycewang-stanfordsentry-advanced-troubleshootingAdvanced Sentry troubleshooting for complex SDK issues, silent event drops, source map failures, distributed tracing gaps, and…jeremylongshorewritesuser-feedback-aggregationCollecting and synthesizing user feedback across channels (support tickets, NPS, in-app feedback, sales calls, social mentions…rampstackcochecking-model-complianceUse this skill when the user asks to check Simulink model compliance against a standard (MISRA, MAB, JMAAB, ISO 26262, ISO 25119…matlabcursor-git-integrationIntegrate Git workflows with Cursor IDE: AI commit messages, @Git context, diff review, and conflict resolution. Triggers on…jeremylongshorewritesgolang-performanceGolang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU…samberwritesoma-scholarScholarly research companion using Knows sidecar spec (.knows.yaml). Generates, validates, reviews, queries, and compares…first-flukestore-listing-optimizerRewrites your App Store or Google Play description to explicitly pre-empt competitor flaws (based on review complaints) and…Varnan-Techsupabase-advanced-troubleshootingDeep Supabase diagnostics: pg_stat_statements for slow queries, lock debugging with pg_locks, connection leak detection, RLS…jeremylongshorebio-logicEvaluate scientific rigor, methods, biases, and evidence quality for claims, papers, and study designs.BioTender-maxclean-code-guardReview generated or changed production code with Clean Code, SOLID, DRY, KISS, YAGNI, and LLM-specific failure-mode checks.sickn33content-writerUse when the user asks to "write SEO content", "draft a blog post / landing page", "update outdated content", or "fix…aaron-he-zhufoundation-build-risk-reviewRuns a fast pre-build risk review on a product idea, feature request, or scope change, naming the single assumption most likely…product-on-purposegrowth-reviewerParameterized quality reviewer for Diffmode growth-tactics outputs across the whole pipeline. Given a dimension name — an…acogoodmemory-managementUse when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work…aaron-he-zhunda-review-jamie-tsoGuide to review incoming one-way (unilateral) commercial NDAs in a jurisdiction-agnostic way, from either a Recipient or…lawve-ainemo-rl-auto-researchAutonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the…NVIDIAopenrouter-model-routingImplement intelligent model routing to optimize cost, quality, and latency on OpenRouter. Use when building multi-model systems…jeremylongshorewritesscientific-critical-thinkingEvaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and…K-Dense-AIwritesscientific-critical-thinkingEvaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and…K-Dense-AIwritesstatute-guideFirst-pass framework for reading, interpreting, and structuring statutory analysis of US federal, state, and local law. Produces…lawve-aisuede-marketing-loopsSuede-affiliated recurring marketing workflow design for cadence, inputs, decision rules, checkpoints, failure states, and…JasonColapietro
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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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