Case study · sample of use · live scan 2026-07-17
A sample skill library, measured
This page is a personal sample of use, not an industry benchmark: every SKILL.md on one practitioner's machine — 1,654 files, deduplicated to 523 unique skills, ~1.18M tokens of packaged expertise. Tokens are estimated as SKILL.md size ÷ 4 — the cost the agent pays when a skill fully activates. For the global state of the art, see the protocols, stats and Top 20 arsenal on the home page.
Where the skills come from
Unique skills per source after deduplication.
How to read token weight
Skills use progressive disclosure: at session start the agent sees only each skill's name and one-line description (~20–40 tokens). The full body — what this table measures — loads only when the skill triggers. That's why a 523-skill library is practical: you carry an index, not an encyclopedia.
Heavy skills (10k+ tokens) aren't bad — they're deep playbooks. But if a skill you use constantly is heavy, consider splitting references into separate files the agent reads on demand.
Showing 523 skills · ~1,178,394 tokens combined
| # | Skill | Tokens ↓ | Weight | Source | Description |
|---|---|---|---|---|---|
| 1 | graphify | 14,375 | personal | any input (code, docs, papers, images) - knowledge graph - clustered communities - HTML + JSON + audit report" | |
| 2 | ui-ux-pro-max | 11,194 | imported | UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types | |
| 3 | skill-creator | 8,292 | imported | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an e | |
| 4 | workflow | 8,095 | plugin | --- | |
| 5 | quality-nonconformance | 7,597 | marketplace | ||
| 6 | energy-procurement | 7,519 | marketplace | ||
| 7 | feature-usage-feed | 7,405 | plugin | ||
| 8 | customs-trade-compliance | 7,261 | marketplace | ||
| 9 | production-scheduling | 7,143 | marketplace | ||
| 10 | notebooklm-py | 6,475 | imported | Complete API for Google NotebookLM - full programmatic access including features not in the web UI. Create notebooks, add sources, generate all artifact types, | |
| 11 | stitch-ideate | 6,427 | stitch-kit | Conversational design ideation agent that researches trends, explores visual directions, and refines ideas through adaptive questioning — then produces a rich P | |
| 12 | autonomous-loops | 6,182 | marketplace | Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems." | |
| 13 | returns-reverse-logistics | 6,175 | marketplace | ||
| 14 | inventory-demand-planning | 6,127 | marketplace | ||
| 15 | data-scraper-agent | 6,080 | marketplace | 构建一个全自动化的AI驱动数据收集代理，适用于任何公共来源——招聘网站、价格信息、新闻、GitHub、体育赛事等任何内容。按计划进行抓取，使用免费LLM（Gemini Flash）丰富数据，将结果存储在Notion/Sheets/Supabase中，并从用户反馈中学习。完全免费在GitHub Actions上运行。适用 | |
| 16 | ai-gateway | 5,943 | plugin | Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API | |
| 17 | carrier-relationship-management | 5,940 | marketplace | ||
| 18 | flutter-dart-code-review | 5,772 | marketplace | Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), D | |
| 19 | skill-development | 5,706 | marketplace | This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill co | |
| 20 | django-tdd | 5,686 | marketplace | Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs. | |
| 21 | directory-submissions | 5,661 | personal | When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also u | |
| 22 | writing-skills | 5,656 | plugin | Use when creating new skills, editing existing skills, or verifying skills work before deployment | |
| 23 | Scrapling-Skill | 5,595 | imported | Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScri | |
| 24 | django-patterns | 5,592 | marketplace | Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps. | |
| 25 | cpp-coding-standards | 5,570 | marketplace | C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idio | |
| 26 | kotlin-exposed-patterns | 5,502 | marketplace | JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. | |
| 27 | impeccable | 5,494 | impeccable | Create distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics. Use when | |
| 28 | benchmark-sandbox | 5,490 | plugin | Run vercel-plugin eval scenarios in Vercel Sandboxes instead of local WezTerm panels. Provisions ephemeral microVMs with Claude Code + plugin pre-installed, run | |
| 29 | marketing-psychology | 5,435 | personal | When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental | |
| 30 | golang-testing | 5,374 | marketplace | テスト駆動開発とGoコードの高品質を保証するための包括的なテスト戦略。 | |
| 31 | kotlin-testing | 5,173 | marketplace | Kotlin testing patterns with Kotest, MockK, coroutine testing, property-based testing, and Kover coverage. Follows TDD methodology with idiomatic Kotlin practic | |
| 32 | vercel-firewall | 5,167 | plugin | Vercel Firewall expert guidance — automatic DDoS mitigation, the Vercel WAF (custom rules, IP blocking, managed rulesets, rate limiting), Attack Mode, system by | |
| 33 | python-testing | 5,063 | marketplace | pytest、TDD手法、フィクスチャ、モック、パラメータ化、カバレッジ要件を使用したPythonテスト戦略。 | |
| 34 | shadcn | 5,029 | plugin | shadcn/ui expert guidance — CLI, component installation, composition patterns, custom registries, theming, Tailwind CSS integration, and high-quality interface | |
| 35 | math-olympiad | 4,990 | marketplace | Solve competition math problems (IMO, Putnam, USAMO, AIME) with adversarial | |
| 36 | vercel-storage | 4,961 | plugin | --- | |
| 37 | ai-sdk | 4,955 | plugin | --- | |
| 38 | create-meta-prompts | 4,932 | imported | Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other | |
| 39 | ai-seo | 4,914 | personal | When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' ' | |
| 40 | kotlin-ktor-patterns | 4,859 | marketplace | Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing. | |
| 41 | marketplace | 4,855 | plugin | Vercel Marketplace expert guidance — discovering, installing, and building integrations, auto-provisioned environment variables, unified billing, and the vercel | |
| 42 | command-development | 4,808 | marketplace | This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command fr | |
| 43 | kotlin-patterns | 4,711 | marketplace | Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with coroutines, null safety, an | |
| 44 | upstream | 4,683 | plugin | Creates durable, resumable workflows using Vercel's Workflow DevKit. Use when building workflows that need to survive restarts, pause for external events, retry | |
| 45 | exploring-llm-evaluations | 4,660 | plugin | ||
| 46 | stitch-orchestrator | 4,614 | stitch-kit | Master entry point for all Stitch design workflows. Routes from user request → design spec → prompt assembly → screen generation → iteration (edit, variants, de | |
| 47 | churn-prevention | 4,614 | personal | When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the | |
| 48 | nextjs | 4,496 | plugin | --- | |
| 49 | create-plans | 4,450 | imported | Create hierarchical project plans optimized for solo agentic development. Use when planning projects, phases, or tasks that Claude will execute. Produces Claude | |
| 50 | stitch-design-system | 4,407 | stitch-kit | Extracts a Stitch design and generates production code artifacts — CSS custom properties with dark mode tokens, a Tailwind v4 @theme block, and a semantic desig | |
| 51 | python-patterns | 4,381 | marketplace | Pythonic イディオム、PEP 8標準、型ヒント、堅牢で効率的かつ保守可能なPythonアプリケーションを構築するためのベストプラクティス。 | |
| 52 | signals | 4,354 | plugin | ||
| 53 | django-security | 4,348 | marketplace | Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations. | |
| 54 | logistics-exception-management | 4,219 | marketplace | ||
| 55 | build-mcp-app | 4,112 | marketplace | This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render components in chat", build "MCP | |
| 56 | configure-ecc | 4,111 | everything-claude-code | Everything Claude Code のインタラクティブなインストーラー — スキルとルールの選択とインストールをユーザーレベルまたはプロジェクトレベルのディレクトリへガイドし、パスを検証し、必要に応じてインストールされたファイルを最適化します。 | |
| 57 | seo-audit | 4,110 | personal | When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking, | |
| 58 | diagnosing-failed-warehouse-syncs | 4,103 | plugin | ||
| 59 | copy-editing | 4,065 | personal | When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review | |
| 60 | hook-development | 4,062 | marketplace | This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", | |
| 61 | create-slash-commands | 4,060 | imported | Expert guidance for creating Claude Code slash commands. Use when working with slash commands, creating custom commands, understanding command structure, or lea | |
| 62 | prompt-optimizer | 4,057 | marketplace | ||
| 63 | vercel-functions | 4,038 | plugin | --- | |
| 64 | setting-up-a-data-warehouse-source | 4,011 | plugin | ||
| 65 | openclaw | 3,982 | marketplace | This guide walks through setting up the claude-mem plugin on an OpenClaw gateway. By the end, your agents will have persistent memory across sessions via system | |
| 66 | dart-flutter-patterns | 3,977 | everything-claude-code | Production-ready Dart and Flutter patterns covering null safety, immutable state, async composition, widget architecture, popular state management frameworks (B | |
| 67 | aso-audit | 3,894 | personal | When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize m | |
| 68 | revops | 3,838 | personal | When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' | |
| 69 | frontend-patterns | 3,813 | marketplace | React, Next.js, 상태 관리, 성능 최적화 및 UI 모범 사례를 위한 프론트엔드 개발 패턴. | |
| 70 | ui-demo | 3,811 | everything-claude-code | Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. | |
| 71 | git-workflow | 3,764 | marketplace | Git workflow patterns including branching strategies, commit conventions, merge vs rebase, conflict resolution, and collaborative development best practices for | |
| 72 | image | 3,745 | personal | When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visual | |
| 73 | golang-patterns | 3,743 | marketplace | 堅牢で効率的かつ保守可能なGoアプリケーションを構築するための慣用的なGoパターン、ベストプラクティス、規約。 | |
| 74 | tuning-incremental-sync-config | 3,730 | plugin | ||
| 75 | wiki-status | 3,711 | imported | ||
| 76 | sales-enablement | 3,661 | personal | When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' | |
| 77 | benchmark-agents | 3,636 | plugin | Advanced AI agent benchmark scenarios that push Vercel's cutting-edge platform features — Workflow DevKit, AI Gateway, MCP, Chat SDK, Queues, Flags, Sandbox, an | |
| 78 | backend-patterns | 3,589 | marketplace | Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. | |
| 79 | rust-patterns | 3,576 | marketplace | Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications. | |
| 80 | videodb | 3,533 | marketplace | See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable strea | |
| 81 | competitor-profiling | 3,524 | personal | When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' ' | |
| 82 | llm-wiki | 3,515 | imported | ||
| 83 | api-design | 3,502 | marketplace | REST API tasarım kalıpları; kaynak isimlendirme, durum kodları, sayfalama, filtreleme, hata yanıtları, versiyonlama ve üretim API'leri için hız sınırlama içerir | |
| 84 | social-content | 3,497 | personal | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also | |
| 85 | security-review | 3,490 | marketplace | 認証の追加、ユーザー入力の処理、シークレットの操作、APIエンドポイントの作成、支払い/機密機能の実装時にこのスキルを使用します。包括的なセキュリティチェックリストとパターンを提供します。 | |
| 86 | wiki-ingest | 3,462 | imported | ||
| 87 | plugin-structure | 3,449 | marketplace | This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plu | |
| 88 | perl-security | 3,438 | marketplace | Comprehensive Perl security covering taint mode, input validation, safe process execution, DBI parameterized queries, web security (XSS/SQLi/CSRF), and perlcrit | |
| 89 | continuous-learning-v2 | 3,434 | everything-claude-code | 훅을 통해 세션을 관찰하고, 신뢰도 점수가 있는 원자적 본능을 생성하며, 이를 스킬/명령어/에이전트로 진화시키는 본능 기반 학습 시스템. v2.1에서는 프로젝트 간 오염을 방지하기 위한 프로젝트 범위 본능이 추가되었습니다. | |
| 90 | site-architecture | 3,415 | personal | When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions | |
| 91 | component-refactoring | 3,405 | imported | Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user ask | |
| 92 | ad-creative | 3,395 | personal | When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platfor | |
| 93 | stitch-swiftui-components | 3,374 | stitch-kit | Converts Stitch mobile designs into SwiftUI views for native iOS apps — VStack/HStack/ZStack layout mapping, Color asset tokens with dark mode, NavigationStack/ | |
| 94 | critique | 3,371 | impeccable | Evaluate design from a UX perspective, assessing visual hierarchy, information architecture, emotional resonance, cognitive load, and overall quality with quant | |
| 95 | django-verification | 3,370 | marketplace | Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR. | |
| 96 | tdd-workflow | 3,266 | marketplace | Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and | |
| 97 | chat-sdk | 3,259 | plugin | --- | |
| 98 | remotion | 3,239 | personal | Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays | |
| 99 | obsidian-bases | 3,226 | personal | Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of no | |
| 100 | launch-strategy | 3,216 | personal | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature rele | |
| 101 | diagnosing-sdk-health | 3,196 | plugin | ||
| 102 | santa-method | 3,195 | marketplace | Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships." | |
| 103 | timeline-report | 3,174 | plugin | Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline | |
| 104 | coding-standards | 3,174 | everything-claude-code | Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework- | |
| 105 | video | 3,151 | personal | When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' | |
| 106 | taste-design | 3,142 | personal | Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, ca | |
| 107 | mcp-integration | 3,130 | marketplace | This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", | |
| 108 | openclaw-persona-forge | 3,103 | marketplace | ||
| 109 | content-strategy | 3,064 | personal | When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content stra | |
| 110 | rust-testing | 3,060 | marketplace | Rust testing patterns including unit tests, integration tests, async testing, property-based testing, mocking, and coverage. Follows TDD methodology. | |
| 111 | auditing-warehouse-data-health | 3,052 | plugin | ||
| 112 | gan-style-harness | 3,046 | marketplace | GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper." | |
| 113 | subagent-driven-development | 3,035 | plugin | Use when executing implementation plans with independent tasks in the current session | |
| 114 | plugin-settings | 3,024 | marketplace | This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state | |
| 115 | inbox-exploration | 3,015 | plugin | ||
| 116 | design | 2,987 | imported | Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (50 deliverables, CIP | |
| 117 | deployment-patterns | 2,974 | marketplace | Deployment iş akışları, CI/CD pipeline kalıpları, Docker konteynerizasyonu, sağlık kontrolleri, rollback stratejileri ve web uygulamaları için üretim hazırlığı | |
| 118 | database-migrations | 2,960 | marketplace | Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prism | |
| 119 | popup-cro | 2,950 | personal | When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent, | |
| 120 | exploring-llm-traces | 2,947 | plugin | ||
| 121 | deployments-cicd | 2,943 | plugin | Vercel deployment and CI/CD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI wo | |
| 122 | vercel-sandbox | 2,942 | plugin | Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely. Supports AI agents, code generation, and experimentation. Use when e | |
| 123 | lead-intelligence | 2,941 | everything-claude-code | AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, s | |
| 124 | customer-research | 2,932 | personal | When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," " | |
| 125 | next-cache-components | 2,930 | plugin | Next.js 16 Cache Components guidance — PPR, use cache directive, cacheLife, cacheTag, updateTag, and migration from unstable_cache. Use when implementing partia | |
| 126 | pytorch-patterns | 2,915 | marketplace | PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading. | |
| 127 | stitch-a11y | 2,906 | stitch-kit | Audits Stitch-generated components for WCAG 2.1 AA accessibility issues and applies fixes — semantic HTML, ARIA attributes, keyboard navigation, focus managemen | |
| 128 | ai-regression-testing | 2,883 | marketplace | Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns t | |
| 129 | perl-patterns | 2,881 | marketplace | Modern Perl 5.36+ idioms, best practices, and conventions for building robust, maintainable Perl applications. | |
| 130 | ingest-url | 2,879 | imported | ||
| 131 | exploring-autocapture-events | 2,857 | plugin | ||
| 132 | hexagonal-architecture | 2,856 | marketplace | Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScri | |
| 133 | auth | 2,849 | plugin | Authentication integration guidance — Clerk (native Vercel Marketplace), Descope, and Auth0 setup for Next.js applications. Covers middleware auth patterns, sig | |
| 134 | cpp-testing | 2,842 | marketplace | C++ テストの作成/更新/修正、GoogleTest/CTest の設定、失敗またはフレーキーなテストの診断、カバレッジ/サニタイザーの追加時にのみ使用します。 | |
| 135 | frontend-testing | 2,840 | imported | Generate Vitest + React Testing Library tests for Dify frontend components, hooks, and utilities. Triggers on testing, spec files, coverage, Vitest, RTL, unit t | |
| 136 | everything-claude-code | 2,837 | everything-claude-code | Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits. | |
| 137 | wiki-export | 2,828 | imported | ||
| 138 | laravel-patterns | 2,821 | marketplace | Laravel architecture patterns, routing/controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for production apps. | |
| 139 | stitch-animate | 2,807 | stitch-kit | Adds a purposeful animation layer to Stitch-generated components — CSS transitions, Framer Motion (React/Next.js), or Svelte transitions. Always respects prefer | |
| 140 | perl-testing | 2,805 | marketplace | 使用Test2::V0、Test::More、prove runner、模拟、Devel::Cover覆盖率和TDD方法的Perl测试模式。 | |
| 141 | debug-like-expert | 2,804 | imported | Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verificat | |
| 142 | routing-middleware | 2,794 | plugin | Vercel Routing Middleware guidance — request interception before cache, rewrites, redirects, personalization. Works with any framework. Supports Edge, Node.js, | |
| 143 | ab-test-setup | 2,788 | personal | When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B tes | |
| 144 | form-cro | 2,759 | personal | When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, s | |
| 145 | lead-magnets | 2,747 | personal | When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated conte | |
| 146 | build-mcp-server | 2,740 | marketplace | This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Cl | |
| 147 | clickhouse-io | 2,719 | marketplace | ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. | |
| 148 | claude-automation-recommender | 2,714 | marketplace | Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wa | |
| 149 | claude-history-ingest | 2,683 | imported | ||
| 150 | skills-store | 2,679 | plugin | ||
| 151 | project-guidelines-example | 2,675 | marketplace | これはプロジェクト固有のスキルの例です。自分のプロジェクトのテンプレートとして使用してください。 | |
| 152 | turbopack | 2,674 | plugin | Turbopack expert guidance. Use when configuring the Next.js bundler, optimizing HMR, debugging build issues, or understanding the Turbopack vs Webpack differenc | |
| 153 | harden | 2,660 | impeccable | Make interfaces production-ready: error handling, empty states, onboarding flows, i18n, text overflow, and edge case management. Use when the user asks to harde | |
| 154 | brainstorming | 2,659 | plugin | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirem | |
| 155 | springboot-patterns | 2,644 | marketplace | Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work | |
| 156 | cleaning-up-stale-feature-flags | 2,638 | plugin | Identify and clean up stale feature flags in a PostHog project. Use when the user wants to find unused, fully rolled out, or abandoned feature flags, review the | |
| 157 | stitch-html-components | 2,637 | stitch-kit | Converts Stitch designs into clean, platform-agnostic HTML5 + CSS — semantic markup, CSS custom properties for theming, dark mode via prefers-color-scheme, mobi | |
| 158 | wiki-lint | 2,626 | imported | ||
| 159 | agent-development | 2,608 | marketplace | This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent ex | |
| 160 | paid-ads | 2,606 | personal | When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the | |
| 161 | create-subagents | 2,596 | imported | Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, und | |
| 162 | signup-flow-cro | 2,594 | personal | When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "regist | |
| 163 | stitch-loop | 2,582 | personal | Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern | |
| 164 | stitch-react-native-components | 2,575 | stitch-kit | Converts Stitch mobile designs into React Native / Expo components — TypeScript, StyleSheet, Expo Router, dark mode via useColorScheme, and proper touch targets | |
| 165 | autonomous-agent-harness | 2,562 | marketplace | Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone age | |
| 166 | ui-styling | 2,512 | imported | Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visu | |
| 167 | delight | 2,509 | impeccable | Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful. Use when the use | |
| 168 | triaging-visual-review-runs | 2,491 | plugin | ||
| 169 | systematic-debugging | 2,471 | plugin | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | |
| 170 | test-driven-development | 2,467 | plugin | Use when implementing any feature or bugfix, before writing implementation code | |
| 171 | stitch-ui-prompt-architect | 2,464 | stitch-kit | Builds Stitch-ready prompts via two paths — Path A enhances vague ideas into polished prompts, Path B merges a Design Spec JSON + user request into a structured | |
| 172 | overdrive | 2,437 | impeccable | Pushes interfaces past conventional limits with technically ambitious implementations — shaders, spring physics, scroll-driven reveals, 60fps animations. Use wh | |
| 173 | exploring-llm-costs | 2,433 | plugin | ||
| 174 | video-editing | 2,431 | marketplace | AI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, E | |
| 175 | env-vars | 2,419 | plugin | Vercel environment variable expert guidance. Use when working with .env files, vercel env commands, OIDC tokens, or managing environment-specific configuration. | |
| 176 | configuring-experiment-rollout | 2,409 | plugin | Configures the rollout shape of a PostHog experiment — the variant split (50/50, 80/20, A/B/C ratios), the overall rollout percentage that gates how many users | |
| 177 | polish | 2,393 | impeccable | Performs a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the user mentions polish, finishing touc | |
| 178 | rules-distill | 2,370 | marketplace | Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files" | |
| 179 | create-hooks | 2,356 | imported | Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating | |
| 180 | healthcare-cdss-patterns | 2,330 | marketplace | Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classi | |
| 181 | stitch-svelte-components | 2,328 | stitch-kit | Converts Stitch designs into Svelte 5 / SvelteKit components using the runes API — scoped CSS with custom properties, built-in transitions, TypeScript, dark mod | |
| 182 | dotnet-patterns | 2,305 | everything-claude-code | Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications. | |
| 183 | runtime-cache | 2,303 | plugin | Vercel Runtime Cache API guidance — ephemeral per-region key-value cache with tag-based invalidation. Shared across Functions, Routing Middleware, and Builds. U | |
| 184 | next-forge | 2,302 | plugin | --- | |
| 185 | shadcn-ui | 2,302 | personal | Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practi | |
| 186 | instrument-product-analytics | 2,298 | plugin | ||
| 187 | stitch-design-md | 2,281 | stitch-kit | Analyzes a Stitch project's screens and synthesizes a natural-language DESIGN.md — visual atmosphere, color palette with hex values, typography rules, and Stitc | |
| 188 | exploring-llm-clusters | 2,265 | plugin | Investigate LLM analytics clusters — understand usage patterns in AI/LLM traffic, compare cluster behavior, compute cost/latency metrics, and drill into individ | |
| 189 | cross-linker | 2,265 | imported | ||
| 190 | liquid-glass-design | 2,261 | marketplace | iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit. | |
| 191 | jira-integration | 2,242 | everything-claude-code | Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira API pattern | |
| 192 | community-marketing | 2,234 | personal | Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack | |
| 193 | android-clean-architecture | 2,199 | marketplace | Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns. | |
| 194 | docker-patterns | 2,193 | marketplace | Yerel geliştirme, konteyner güvenliği, ağ, volume stratejileri ve multi-servis orkestrasyon için Docker ve Docker Compose kalıpları. | |
| 195 | springboot-security | 2,182 | marketplace | Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services. | |
| 196 | smart-explore | 2,162 | plugin | Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functio | |
| 197 | csharp-testing | 2,155 | everything-claude-code | C# and .NET testing patterns with xUnit, FluentAssertions, mocking, integration tests, and test organization best practices. | |
| 198 | claude-api | 2,142 | marketplace | Anthropic Claude API 的 Python 和 TypeScript 使用模式。涵盖 Messages API、流式处理、工具使用、视觉功能、扩展思维、批量处理、提示缓存和 Claude Agent SDK。适用于使用 Claude API 或 Anthropic SDK 构建应用程序的场景。 | |
| 199 | email-sequence | 2,136 | personal | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "e | |
| 200 | stitch-ued-guide | 2,134 | stitch-kit | Visual vocabulary, design terminology, and prompt engineering strategy for Stitch. Reference this when you need layout pattern names, aesthetic style terms, col | |
| 201 | instrument-integration | 2,110 | plugin | ||
| 202 | writing-rules | 2,106 | marketplace | This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on ho | |
| 203 | laravel-security | 2,089 | marketplace | Laravel security best practices for authn/authz, validation, CSRF, mass assignment, file uploads, secrets, rate limiting, and secure deployment. | |
| 204 | analytics-tracking | 2,085 | personal | When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics | |
| 205 | stitch-remotion | 2,079 | stitch-kit | Generates walkthrough videos from Stitch projects using Remotion. Downloads screenshots from Stitch screens, builds a Remotion composition with transitions and | |
| 206 | competitor-alternatives | 2,077 | personal | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs p | |
| 207 | laravel-specialist | 2,063 | claude-skills | Build and configure Laravel 10+ applications, including creating Eloquent models and relationships, implementing Sanctum authentication, configuring Horizon que | |
| 208 | e2e-testing | 2,058 | marketplace | Playwright E2E test kalıpları, Page Object Model, yapılandırma, CI/CD entegrasyonu, artifact yönetimi ve kararsız test stratejileri. | |
| 209 | codebase-onboarding | 2,056 | marketplace | Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use whe | |
| 210 | configuring-experiment-analytics | 2,048 | plugin | Configures the analytics side of a PostHog experiment — exposure criteria (default `$feature_flag_called` vs custom exposure events), primary and secondary metr | |
| 211 | foundation-models-on-device | 2,044 | marketplace | Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+. | |
| 212 | stitch-nextjs-components | 2,040 | stitch-kit | Converts Stitch designs into production-ready Next.js 15 App Router components — Server vs Client split, dark mode via CSS variables, TypeScript strict, ARIA, a | |
| 213 | stitch-ui-design-spec-generator | 2,039 | stitch-kit | Translates a user request or PRD document into a structured Design Spec JSON — theme, color, typography, density, and device type. Call this before building Sti | |
| 214 | banner-design | 2,037 | imported | Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals. Actions: design, cre | |
| 215 | compose-multiplatform-patterns | 2,030 | marketplace | Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI. | |
| 216 | openclaw-history-ingest | 2,025 | imported | ||
| 217 | plankton-code-quality | 2,021 | marketplace | 使用Plankton进行编写时代码质量强制执行——通过钩子在每次文件编辑时自动格式化、代码检查和Claude驱动的修复。" | |
| 218 | data-ingest | 2,017 | imported | ||
| 219 | kubernetes-specialist | 2,016 | claude-skills | Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define net | |
| 220 | react-best-practices | 2,010 | plugin | React best-practices reviewer for TSX files. Triggers after editing multiple TSX components to run a condensed quality checklist covering component structure, h | |
| 221 | bootstrap | 2,006 | plugin | Project bootstrapping orchestrator for repos that depend on Vercel-linked resources (databases, auth, and managed integrations). Use when setting up or repairin | |
| 222 | swift-concurrency-6-2 | 2,003 | marketplace | Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types. | |
| 223 | laravel-tdd | 1,992 | marketplace | Test-driven development for Laravel with PHPUnit and Pest, factories, database testing, fakes, and coverage targets. | |
| 224 | click-path-audit | 1,991 | marketplace | Trace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produ | |
| 225 | verification | 1,983 | plugin | Full-story verification — infers what the user is building, then verifies the complete flow end-to-end: browser → API → data → response. Triggers on dev server | |
| 226 | stitch-shadcn-ui | 1,976 | stitch-kit | Integrates shadcn/ui into React apps generated from Stitch designs. Component discovery and installation, token alignment with Stitch design system, customizati | |
| 227 | stitch-react-components | 1,968 | stitch-kit | Converts Stitch designs into modular Vite + React components — TypeScript, theme-mapped Tailwind, dark mode via CSS variables, and clean component architecture. | |
| 228 | optimize | 1,951 | impeccable | Diagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size. Use when the user mentions slow, laggy, janky, performa | |
| 229 | skill-stocktake | 1,946 | marketplace | Use when auditing Claude skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch eval | |
| 230 | kotlin-coroutines-flows | 1,939 | marketplace | Kotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。 | |
| 231 | api-designer | 1,934 | claude-skills | Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture. Invoke for resource modeling, versioning strategies, pag | |
| 232 | healthcare-eval-harness | 1,927 | marketplace | Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow integrity, an | |
| 233 | investigate-metric | 1,925 | plugin | ||
| 234 | build-mcpb | 1,923 | marketplace | This skill should be used when the user wants to "package an MCP server", "bundle an MCP", "make an MCPB", "ship a local MCP server", "distribute a local MCP", | |
| 235 | copying-flags-across-projects | 1,922 | plugin | Copy a feature flag from one PostHog project to one or more target projects in the same organization. Use when the user wants to duplicate a flag, promote a fla | |
| 236 | animate | 1,922 | impeccable | Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mention | |
| 237 | design-md | 1,914 | personal | Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files | |
| 238 | rag-architect | 1,913 | claude-skills | Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, a | |
| 239 | json-canvas | 1,906 | personal | Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps | |
| 240 | nestjs-expert | 1,898 | claude-skills | Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications. Use when buil | |
| 241 | audit | 1,894 | impeccable | Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns. Generates a scored report with P0-P3 severity rat | |
| 242 | product-marketing-context | 1,890 | personal | When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set u | |
| 243 | debugging-local-replay | 1,883 | plugin | ||
| 244 | copywriting | 1,883 | personal | When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or | |
| 245 | wiki-update | 1,877 | imported | ||
| 246 | referral-program | 1,876 | personal | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral, | |
| 247 | diagnosing-missing-recordings | 1,872 | plugin | ||
| 248 | stitch-skill-creator | 1,868 | stitch-kit | Meta-skill for creating new stitch-kit skills. Enforces naming conventions, SKILL.md structure, examples format, and the Design-First SOP. Use when adding new f | |
| 249 | layout | 1,858 | impeccable | Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling o | |
| 250 | salesforce-developer | 1,854 | claude-skills | Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events, and integrations on the | |
| 251 | eval-harness | 1,847 | marketplace | Eval-driven development (EDD) ilkelerini uygulayan Claude Code oturumları için formal değerlendirme çerçevesi | |
| 252 | instrument-llm-analytics | 1,839 | plugin | ||
| 253 | analyzing-experiment-session-replays | 1,831 | plugin | Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with diffe | |
| 254 | iterative-retrieval | 1,829 | marketplace | サブエージェントのコンテキスト問題を解決するために、コンテキスト取得を段階的に洗練するパターン | |
| 255 | stitch-mcp-get-project | 1,817 | stitch-kit | Retrieves metadata for a specific Stitch project — title, theme, create/update time. Use to inspect a project before generating new screens. Do NOT use this if | |
| 256 | cloud-architect | 1,816 | claude-skills | Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, | |
| 257 | agent-payment-x402 | 1,814 | marketplace | Add x402 payment execution to AI agents — per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents need to pay for APIs, se | |
| 258 | spring-boot-engineer | 1,813 | claude-skills | Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and | |
| 259 | cold-email | 1,797 | personal | Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, | |
| 260 | team-builder | 1,793 | marketplace | Interactive agent picker for composing and dispatching parallel teams | |
| 261 | adapt | 1,791 | impeccable | Adapt designs to work across different screen sizes, devices, contexts, or platforms. Implements breakpoints, fluid layouts, and touch targets. Use when the use | |
| 262 | ml-pipeline | 1,790 | claude-skills | Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases, creates Kubeflow or Airflow | |
| 263 | architecture-decision-records | 1,780 | marketplace | Capture architectural decisions made during Claude Code sessions as structured ADRs. Auto-detects decision moments, records context, alternatives considered, an | |
| 264 | wiki-query | 1,779 | imported | ||
| 265 | managing-experiment-lifecycle | 1,770 | plugin | Guides experiment state transitions: launching, pausing, resuming, ending, shipping variants, archiving, resetting, and duplicating. Covers preconditions, impli | |
| 266 | programmatic-seo | 1,769 | personal | When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages a | |
| 267 | pricing-strategy | 1,763 | personal | When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'f | |
| 268 | shopify-expert | 1,758 | claude-skills | Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefr | |
| 269 | search-first | 1,747 | marketplace | ||
| 270 | opensource-pipeline | 1,744 | marketplace | Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensourc | |
| 271 | querying-posthog-data | 1,740 | plugin | Required reading before writing any HogQL/SQL or calling execute-sql against PostHog. Use whenever the user wants to search, find, or do complex aggregations Po | |
| 272 | secure-code-guardian | 1,737 | claude-skills | Use when implementing authentication/authorization, securing user input, or preventing OWASP Top 10 vulnerabilities — including custom security implementations | |
| 273 | swiftui-patterns | 1,735 | marketplace | SwiftUI 架构模式，使用 @Observable 进行状态管理，视图组合，导航，性能优化，以及现代 iOS/macOS UI 最佳实践。 | |
| 274 | suggesting-data-imports | 1,733 | plugin | Use when the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, production database tables, or other data that PostHog does | |
| 275 | fal-ai-media | 1,733 | marketplace | Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-spe | |
| 276 | hermes-history-ingest | 1,728 | imported | ||
| 277 | colorize | 1,726 | impeccable | Add strategic color to features that are too monochromatic or lack visual interest, making interfaces more engaging and expressive. Use when the user mentions t | |
| 278 | design-system | 1,720 | imported | Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, | |
| 279 | fastapi-expert | 1,702 | claude-skills | Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentica | |
| 280 | chaos-engineer | 1,700 | claude-skills | Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment man | |
| 281 | clarify | 1,699 | impeccable | Improve unclear UX copy, error messages, microcopy, labels, and instructions to make interfaces easier to understand. Use when the user mentions confusing text, | |
| 282 | microservices-architect | 1,697 | claude-skills | Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and produces service boundary d | |
| 283 | codex-history-ingest | 1,688 | imported | ||
| 284 | bolder | 1,686 | impeccable | Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability. Use when the user says the | |
| 285 | knowledge-ops | 1,685 | everything-claude-code | Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user | |
| 286 | code-tour | 1,679 | everything-claude-code | Create CodeTour `.tour` files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs | |
| 287 | managing-subscriptions | 1,673 | plugin | Manage PostHog subscriptions — scheduled email, Slack, or webhook deliveries of insight or dashboard snapshots. Use when the user wants to subscribe to an insig | |
| 288 | sre-engineer | 1,667 | claude-skills | Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configu | |
| 289 | create-agent-skills | 1,667 | imported | Expert guidance for creating, writing, building, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing | |
| 290 | enhance-prompt | 1,660 | personal | Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures outp | |
| 291 | healthcare-emr-patterns | 1,653 | marketplace | EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, | |
| 292 | nutrient-document-processing | 1,651 | marketplace | Nutrient DWS API を使用してドキュメントの処理、変換、OCR、抽出、編集、署名、フォーム入力を行います。PDF、DOCX、XLSX、PPTX、HTML、画像に対応しています。 | |
| 293 | onboarding-cro | 1,651 | personal | When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flo | |
| 294 | regex-vs-llm-structured-text | 1,648 | marketplace | 选择在解析结构化文本时使用正则表达式还是大型语言模型的决策框架——从正则表达式开始，仅在低置信度的边缘情况下添加大型语言模型。 | |
| 295 | frontend-slides | 1,640 | cursor | Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PP | |
| 296 | fine-tuning-expert | 1,634 | claude-skills | Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL | |
| 297 | stitch-setup | 1,626 | stitch-kit | Step-by-step installer for the stitch-kit plugin and Stitch MCP server. Use this when setting up the plugin for the first time, diagnosing connection issues, or | |
| 298 | ecc-tools-cost-audit | 1,621 | everything-claude-code | Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or Gi | |
| 299 | x-api | 1,615 | everything-claude-code | X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native co | |
| 300 | spark-engineer | 1,612 | claude-skills | Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, | |
| 301 | dispatching-parallel-agents | 1,610 | plugin | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | |
| 302 | react-native-expert | 1,604 | claude-skills | Builds, optimizes, and debugs cross-platform mobile applications with React Native and Expo. Implements navigation hierarchies (tabs, stacks, drawers), configur | |
| 303 | nestjs-patterns | 1,602 | everything-claude-code | NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and production-grade TypeScript backends. | |
| 304 | accessibility | 1,602 | everything-claude-code | Design, implement, and audit inclusive digital products using WCAG 2.2 Level AA | |
| 305 | laravel-plugin-discovery | 1,595 | marketplace | Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibilit | |
| 306 | council | 1,587 | everything-claude-code | Convene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you need structured disagreement be | |
| 307 | dmux-workflows | 1,581 | marketplace | Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other har | |
| 308 | receiving-code-review | 1,579 | plugin | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical | |
| 309 | websocket-engineer | 1,577 | claude-skills | Use when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling with Redis, presence trac | |
| 310 | distill | 1,565 | impeccable | Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use when the user asks to simplify, declutter, r | |
| 311 | instrument-error-tracking | 1,562 | plugin | ||
| 312 | pathfinder | 1,549 | plugin | Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the id | |
| 313 | springboot-verification | 1,548 | marketplace | Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR." | |
| 314 | wordpress-pro | 1,547 | claude-skills | Develops custom WordPress themes and plugins, creates and registers Gutenberg blocks and block patterns, configures WooCommerce stores, implements WordPress RES | |
| 315 | the-fool | 1,530 | claude-skills | Use when challenging ideas, plans, decisions, or proposals using structured critical reasoning. Invoke to play devil's advocate, run a pre-mortem, red team, or | |
| 316 | backend-code-review | 1,529 | imported | Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analys | |
| 317 | token-budget-advisor | 1,526 | marketplace | ||
| 318 | monitoring-expert | 1,521 | claude-skills | Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and instruments distribut | |
| 319 | writing-plans | 1,512 | plugin | Use when you have a spec or requirements for a multi-step task, before touching code | |
| 320 | page-cro | 1,510 | personal | When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or bl | |
| 321 | claude-md-improver | 1,507 | marketplace | Audit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, e | |
| 322 | tag-taxonomy | 1,505 | imported | ||
| 323 | embedded-systems | 1,505 | claude-skills | Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for STM32, ESP32, FreeRTOS, bare-meta | |
| 324 | legacy-modernizer | 1,503 | claude-skills | Designs incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates API facade designs for a | |
| 325 | swift-protocol-di-testing | 1,502 | marketplace | Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing. | |
| 326 | python-pro | 1,502 | claude-skills | Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures | |
| 327 | php-pro | 1,497 | claude-skills | Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patterns with Sw | |
| 328 | vue-expert-js | 1,496 | claude-skills | Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state management using JavaScript only — no TypeScrip | |
| 329 | database-optimizer | 1,489 | claude-skills | Optimizes database queries and improves performance across PostgreSQL and MySQL systems. Use when investigating slow queries, analyzing execution plans, or opti | |
| 330 | free-tool-strategy | 1,483 | personal | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user ment | |
| 331 | vercel-cli | 1,482 | plugin | Vercel CLI expert guidance. Use when deploying, managing environment variables, linking projects, viewing logs, querying metrics, managing domains, or interacti | |
| 332 | rust-engineer | 1,480 | claude-skills | Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, designs trait h | |
| 333 | django-expert | 1,479 | claude-skills | Use when building Django web applications or REST APIs with Django REST Framework. Invoke when working with settings.py, models.py, manage.py, or any Django pro | |
| 334 | pandas-pro | 1,479 | claude-skills | Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, m | |
| 335 | agent-sort | 1,478 | everything-claude-code | Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel | |
| 336 | devops-engineer | 1,477 | claude-skills | Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment automa | |
| 337 | angular-architect | 1,475 | claude-skills | Generates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management, applies RxJS patterns, | |
| 338 | strategic-compact | 1,470 | marketplace | 建议在逻辑间隔处手动压缩上下文，以在任务阶段中保留上下文，而非任意的自动压缩。 | |
| 339 | claude-devfleet | 1,462 | marketplace | 通过Claude DevFleet协调多智能体编码任务——规划项目、在隔离的工作树中并行调度智能体、监控进度并读取结构化报告。 | |
| 340 | kotlin-specialist | 1,460 | claude-skills | Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI construction, Kt | |
| 341 | create-mcp-servers | 1,456 | imported | Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or a | |
| 342 | typeset | 1,451 | impeccable | Improves typography by fixing font choices, hierarchy, sizing, weight, and readability so text feels intentional. Use when the user mentions fonts, type, readab | |
| 343 | paywall-upgrade-cro | 1,449 | personal | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade | |
| 344 | prompt-engineer | 1,445 | claude-skills | Writes, refactors, and evaluates prompts for LLMs — generating optimized prompt templates, structured output schemas, evaluation rubrics, and test suites. Use w | |
| 345 | swift-expert | 1,439 | claude-skills | Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurre | |
| 346 | fullstack-guardian | 1,432 | claude-skills | Builds security-focused full-stack web applications by implementing integrated frontend and backend components with layered security at every level. Covers the | |
| 347 | postgres-pro | 1,431 | claude-skills | Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. Invoke for EXPLAIN analysis, JSONB operations, exte | |
| 348 | security-scan | 1,430 | marketplace | AgentShield を使用して、Claude Code の設定（.claude/ ディレクトリ）のセキュリティ脆弱性、設定ミス、インジェクションリスクをスキャンします。CLAUDE.md、settings.json、MCP サーバー、フック、エージェント定義をチェックします。 | |
| 349 | cost-aware-llm-pipeline | 1,430 | marketplace | Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching. | |
| 350 | context-budget | 1,424 | marketplace | Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized to | |
| 351 | using-git-worktrees | 1,409 | plugin | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart | |
| 352 | game-developer | 1,407 | claude-skills | Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS architecture, configure physi | |
| 353 | mcp-developer | 1,406 | claude-skills | Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to implement tool handler | |
| 354 | content-hash-cache-pattern | 1,405 | marketplace | 使用SHA-256内容哈希缓存昂贵的文件处理结果——路径无关、自动失效、服务层分离。 | |
| 355 | unified-notifications-ops | 1,405 | everything-claude-code | Operate notifications as one ECC-native workflow across GitHub, Linear, desktop alerts, hooks, and connected communication surfaces. Use when the real problem i | |
| 356 | java-architect | 1,404 | claude-skills | Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke to implement WebF | |
| 357 | wiki-rebuild | 1,392 | imported | ||
| 358 | healthcare-phi-compliance | 1,390 | marketplace | Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications. Covers data classification, ac | |
| 359 | flutter-expert | 1,385 | claude-skills | Use when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc state management, GoRouter navigation, plat | |
| 360 | agent-introspection-debugging | 1,382 | everything-claude-code | Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports. | |
| 361 | playwright-expert | 1,372 | claude-skills | Use when writing E2E tests with Playwright, setting up test infrastructure, or debugging flaky browser tests. Invoke to write test scripts, create page objects, | |
| 362 | stitch-mcp-generate-screen-from-text | 1,370 | stitch-kit | Generates a high-fidelity UI screen or wireframe from a text prompt using Stitch. This is the core text-to-UI generation tool — the heart of the Stitch workflow | |
| 363 | connections-optimizer | 1,366 | everything-claude-code | Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's rea | |
| 364 | using-superpowers | 1,355 | plugin | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions | |
| 365 | rails-expert | 1,355 | claude-skills | Rails 7+ specialist that optimizes Active Record queries with includes/eager_load, implements Turbo Frames and Turbo Streams for partial page updates, configure | |
| 366 | nextjs-developer | 1,354 | claude-skills | Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke to configure route handlers, implement middleware, set | |
| 367 | crosspost | 1,352 | marketplace | Multi-platform content distribution across X, LinkedIn, Threads, and Bluesky. Adapts content per platform using content-engine patterns. Never posts identical c | |
| 368 | code-documenter | 1,351 | claude-skills | Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals, and user guides. Use wh | |
| 369 | iphone-apps | 1,347 | imported | Build professional native iPhone apps in Swift with SwiftUI and UIKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode. Targets iOS 26 w | |
| 370 | benchmark-e2e | 1,345 | plugin | End-to-end benchmark suite for vercel-plugin. Runs realistic projects through skill injection, launches dev servers, verifies everything works, analyzes convers | |
| 371 | obsidian-markdown | 1,342 | personal | Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in | |
| 372 | typescript-pro | 1,340 | claude-skills | Implements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC for end-to-end type safety. Use w | |
| 373 | blueprint | 1,336 | marketplace | ||
| 374 | instrument-feature-flags | 1,325 | plugin | ||
| 375 | finding-replay-for-issue | 1,317 | plugin | ||
| 376 | shape | 1,305 | impeccable | Plan the UX and UI for a feature before writing code. Runs a structured discovery interview, then produces a design brief that guides implementation. Use during | |
| 377 | schema-markup | 1,304 | personal | When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data, | |
| 378 | instrument-logs | 1,299 | plugin | ||
| 379 | react-expert | 1,293 | claude-skills | Use when building React 18+ applications in .jsx or .tsx files, Next.js App Router projects, or create-react-app setups. Creates components, implements custom h | |
| 380 | quieter | 1,289 | impeccable | Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelm | |
| 381 | workspace-surface-audit | 1,288 | everything-claude-code | Audit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the highest-value ECC-native skills, hooks, agents, and | |
| 382 | sql-pro | 1,285 | claude-skills | Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex | |
| 383 | terraform-engineer | 1,280 | claude-skills | Use when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module development (create reusable modules, manage module ver | |
| 384 | marketing-ideas | 1,279 | personal | When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth i | |
| 385 | code-reviewer | 1,272 | claude-skills | Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues | |
| 386 | atlassian-mcp | 1,265 | claude-skills | Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and u | |
| 387 | macos-apps | 1,251 | imported | Build professional native macOS apps in Swift with SwiftUI and AppKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode. | |
| 388 | graphql-architect | 1,248 | claude-skills | Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design, resolvers with DataLoader, qu | |
| 389 | dotnet-core-expert | 1,246 | claude-skills | Use when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework Core, CQRS with MediatR, | |
| 390 | csharp-developer | 1,246 | claude-skills | Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Builds REST APIs using minimal or controller-based routing, configures da | |
| 391 | stitch-mcp-create-design-system | 1,245 | stitch-kit | Creates a reusable Stitch Design System from theme tokens — colors, fonts, roundness, saturation. Can be applied to future screens for visual consistency. | |
| 392 | vercel-plugin-eval | 1,244 | plugin | Run live eval sessions against the vercel-plugin to verify hook behavior, skill injection, dedup correctness, and coverage. Launches real Claude Code sessions v | |
| 393 | stitch-ui-design-variants | 1,241 | stitch-kit | Generates 3 alternative Stitch prompts for A/B testing screen concepts — vary layout, visual style, or content while keeping the underlying information architec | |
| 394 | test-master | 1,237 | claude-skills | Generates test files, creates mocking strategies, analyzes code coverage, designs test architectures, and produces test plans and defect reports across function | |
| 395 | golang-pro | 1,236 | claude-skills | Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with p | |
| 396 | documentation-lookup | 1,225 | cursor | Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the u | |
| 397 | e2e-cucumber-playwright | 1,217 | imported | Write, update, or review Dify end-to-end tests under `e2e/` that use Cucumber, Gherkin, and Playwright. Use when the task involves `.feature` files, `features/s | |
| 398 | investigating-replay | 1,216 | plugin | ||
| 399 | jpa-patterns | 1,213 | marketplace | Spring Boot'ta entity tasarımı, ilişkiler, sorgu optimizasyonu, transaction'lar, auditing, indeksleme, sayfalama ve pooling için JPA/Hibernate kalıpları. | |
| 400 | weekly-llm-calculator-refresh | 1,210 | other | Weekly refresh of model pricing/specs data in the LLM token cost calculator, then redeploy to Vercel. | |
| 401 | exa-search | 1,204 | marketplace | Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered de | |
| 402 | ck | 1,204 | marketplace | Persistent per-project memory for Claude Code. Auto-loads project context on session start, tracks sessions with git activity, and writes to native memory. Comm | |
| 403 | swift-actor-persistence | 1,200 | marketplace | Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design. | |
| 404 | defi-amm-security | 1,196 | everything-claude-code | Security checklist for Solidity AMM contracts, liquidity pools, and swap flows. Covers reentrancy, CEI ordering, donation or inflation attacks, oracle manipulat | |
| 405 | security-reviewer | 1,196 | claude-skills | Identifies security vulnerabilities, generates structured audit reports with severity ratings, and provides actionable remediation guidance. Use when conducting | |
| 406 | laravel-verification | 1,193 | marketplace | Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness. | |
| 407 | access | 1,189 | marketplace | Manage iMessage channel access — approve pairings, edit allowlists, set DM/group policy. Use when the user asks to pair, approve someone, check who's allowed, o | |
| 408 | stitch-mcp-generate-variants | 1,188 | stitch-kit | Generates design variants of existing Stitch screens using the native variant API. Explore alternative layouts, color schemes, fonts, or content with configurab | |
| 409 | javascript-pro | 1,183 | claude-skills | Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanil | |
| 410 | nuxt4-patterns | 1,167 | marketplace | Nuxt 4 应用模式，涵盖水合安全、性能优化、路由规则、懒加载，以及使用 useFetch 和 useAsyncData 进行 SSR 安全的数据获取。 | |
| 411 | agent-eval | 1,163 | marketplace | 编码代理（Claude Code、Aider、Codex等）在自定义任务上的直接比较，包含通过率、成本、时间和一致性指标 | |
| 412 | architecture-designer | 1,161 | claude-skills | Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions. Invoke to create architecture diagrams, wr | |
| 413 | github-ops | 1,157 | everything-claude-code | GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the g | |
| 414 | deep-research | 1,146 | marketplace | Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when th | |
| 415 | gateguard | 1,136 | everything-claude-code | Fact-forcing gate that blocks Edit/Write/Bash (including MultiEdit) and demands concrete investigation (importers, data schemas, user instruction) before allowi | |
| 416 | exploring-apm-traces | 1,132 | plugin | ||
| 417 | cli-developer | 1,131 | claude-skills | Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands, displaying progress bars an | |
| 418 | spec-miner | 1,127 | claude-skills | Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, o | |
| 419 | llm-trading-agent-security | 1,124 | everything-claude-code | Security patterns for autonomous trading agents with wallet or transaction authority. Covers prompt injection, spend limits, pre-send simulation, circuit breake | |
| 420 | continuous-learning | 1,122 | marketplace | Claude Code 세션에서 재사용 가능한 패턴을 자동으로 추출하여 향후 사용을 위한 학습된 스킬로 저장합니다. | |
| 421 | creating-experiments | 1,119 | plugin | Guides agents through the 3-step experiment creation flow: defining the hypothesis, configuring rollout, and setting up analytics. Delegates rollout decisions t | |
| 422 | product-capability | 1,106 | everything-claude-code | Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and un | |
| 423 | the-pirate-bay | 1,105 | imported | Search The Pirate Bay for torrents and extract magnet links via the apibay.org JSON API. Use when asked to "find a torrent", "search pirate bay", "get a magnet | |
| 424 | cpp-pro | 1,103 | claude-skills | Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques. Use when build | |
| 425 | setup-ralph | 1,102 | imported | Set up and configure Geoffrey Huntley's original Ralph Wiggum autonomous coding loop in any directory with proper structure, prompts, and backpressure. | |
| 426 | postgres-patterns | 1,097 | marketplace | PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices. | |
| 427 | content-engine | 1,090 | everything-claude-code | Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social po | |
| 428 | knowledge-update | 1,083 | plugin | Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start. | |
| 429 | configure | 1,081 | marketplace | Set up the Discord channel — save the bot token and review access policy. Use when the user pastes a Discord bot token, asks to configure Discord, asks "how do | |
| 430 | seo | 1,077 | everything-claude-code | Audit, plan, and implement SEO improvements across technical SEO, on-page optimization, structured data, Core Web Vitals, and content strategy. Use when the use | |
| 431 | frontend-design | 1,069 | marketplace | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applicat | |
| 432 | customer-billing-ops | 1,069 | everything-claude-code | Operate customer billing workflows such as subscriptions, refunds, churn triage, billing-portal recovery, and plan analysis using connected billing tools like S | |
| 433 | finishing-a-development-branch | 1,063 | plugin | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting stru | |
| 434 | springboot-tdd | 1,058 | marketplace | Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Use when adding features, fixing bugs, or refactoring. | |
| 435 | stitch-mcp-edit-screens | 1,054 | stitch-kit | Edits existing Stitch screens with text prompts — the iteration tool. Change colors, layout, content, or style without regenerating from scratch. Supports refin | |
| 436 | java-coding-standards | 1,053 | marketplace | Spring Bootサービス向けのJavaコーディング標準：命名、不変性、Optional使用、ストリーム、例外、ジェネリクス、プロジェクトレイアウト。 | |
| 437 | verification-before-completion | 1,050 | plugin | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output be | |
| 438 | feature-forge | 1,050 | claude-skills | Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements, acceptance criteria, and implem | |
| 439 | vue-expert | 1,049 | claude-skills | Builds Vue 3 components with Composition API patterns, configures Nuxt 3 SSR/SSG projects, sets up Pinia stores, scaffolds Quasar/Capacitor mobile apps, impleme | |
| 440 | automation-audit-ops | 1,039 | everything-claude-code | Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers | |
| 441 | social-graph-ranker | 1,036 | everything-claude-code | Weighted social-graph ranking for warm intro discovery, bridge scoring, and network gap analysis across X and LinkedIn. Use when the user wants the reusable gra | |
| 442 | wiki-setup | 1,024 | imported | ||
| 443 | mem-search | 1,020 | plugin | Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from | |
| 444 | mcp-server-patterns | 1,018 | everything-claude-code | Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest A | |
| 445 | agentic-engineering | 991 | marketplace | ||
| 446 | visa-doc-translate | 965 | marketplace | Translate visa application documents (images) to English and create a bilingual PDF with original and translation | |
| 447 | evm-token-decimals | 962 | everything-claude-code | Prevent silent decimal mismatch bugs across EVM chains. Covers runtime decimal lookup, chain-aware caching, bridged-token precision drift, and safe normalizatio | |
| 448 | playground | 956 | marketplace | Creates interactive HTML playgrounds — self-contained single-file explorers that let users configure something visually through controls, see a live preview, an | |
| 449 | finance-billing-ops | 955 | everything-claude-code | Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC. Use when the user wants a sales snapshot, pricing comparison, | |
| 450 | benchmark-testing | 947 | plugin | Create and launch benchmark test projects to exercise vercel-plugin skill injection across realistic scenarios. Sets up isolated directories, installs the plugi | |
| 451 | stitch-design | 931 | personal | Unified entry point for Stitch design work. Handles prompt enhancement (UI/UX keywords, atmosphere), design system synthesis (.stitch/DESIGN.md), and high-fidel | |
| 452 | stitch-mcp-get-screen | 920 | stitch-kit | Retrieves full details of a specific Stitch screen — HTML download URL, screenshot URL, dimensions. This is the final step in design retrieval before code conve | |
| 453 | auditing-experiments-flags | 919 | plugin | Audit PostHog experiments and feature flags for configuration issues, staleness, and best-practice violations. Read when the user asks to audit, health-check, o | |
| 454 | debugging-wizard | 912 | claude-skills | Parses error messages, traces execution flow through stack traces, correlates log entries to identify failure points, and applies systematic hypothesis-driven m | |
| 455 | brand-voice | 909 | everything-claude-code | Build a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content, outreach, and so | |
| 456 | hipaa-compliance | 904 | everything-claude-code | HIPAA-specific entrypoint for healthcare privacy and security work. Use when a task is explicitly framed around HIPAA, PHI handling, covered entities, BAAs, bre | |
| 457 | repo-scan | 903 | marketplace | --- | |
| 458 | version-bump | 898 | plugin | Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manife | |
| 459 | research-ops | 898 | everything-claude-code | Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current pub | |
| 460 | remotion-video-creation | 885 | marketplace | Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more. | |
| 461 | hookify-rules | 884 | everything-claude-code | This skill should be used when the user asks to create a hookify rule, write a hook rule, configure hookify, add a hookify rule, or needs guidance on hookify ru | |
| 462 | security-bounty-hunter | 883 | everything-claude-code | Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of nois | |
| 463 | react-components | 869 | personal | Converts Stitch designs into modular Vite and React components using system-level networking and AST-based validation. | |
| 464 | next-upgrade | 865 | plugin | Upgrade Next.js to the latest version following official migration guides and codemods. Use when upgrading Next.js versions, running codemods, or migrating betw | |
| 465 | email-ops | 858 | everything-claude-code | Evidence-first mailbox triage, drafting, send verification, and sent-mail-safe follow-up workflow for ECC. Use when the user wants to organize email, draft or s | |
| 466 | stitch-mcp-create-project | 814 | stitch-kit | Creates a new Stitch project container (a design workspace). Call this when starting a new design session to get a projectId for screen generation. | |
| 467 | obsidian-cli | 796 | personal | Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme deve | |
| 468 | codebase-memory | 790 | personal | Use the codebase knowledge graph for structural code queries. Triggers on: explore the codebase, understand the architecture, what functions exist, show me the | |
| 469 | article-writing | 786 | cursor | Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand gui | |
| 470 | project-flow-ops | 783 | everything-claude-code | Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Linear remains | |
| 471 | integration-javascript_node | 775 | personal | PostHog integration for server-side Node.js applications using posthog-node | |
| 472 | product-lens | 773 | everything-claude-code | Use this skill to validate the "why" before building, run product diagnostics, and pressure-test product direction before the request becomes an implementation | |
| 473 | terminal-ops | 746 | everything-claude-code | Evidence-first repo execution workflow for ECC. Use when the user wants a command run, a repo checked, a CI failure debugged, or a narrow fix pushed with exact | |
| 474 | plugin-audit | 739 | plugin | Audit vercel-plugin performance on real-world projects. Extracts tool calls from Claude Code conversation logs, tests hook matching against actual inputs, ident | |
| 475 | brand | 736 | imported | Brand voice, visual identity, messaging frameworks, asset management, brand consistency. Activate for branded content, tone of voice, marketing assets, brand co | |
| 476 | requesting-code-review | 734 | plugin | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | |
| 477 | vercel-agent | 730 | plugin | Vercel Agent guidance — AI-powered code review, incident investigation, and SDK installation. Automates PR analysis and anomaly debugging. Use when configuring | |
| 478 | stitch-mcp-upload-screens-from-images | 728 | stitch-kit | Uploads screenshots or mockup images into a Stitch project as new screens. Enables the "redesign from screenshot" workflow — import existing UI and then edit or | |
| 479 | manim-video | 724 | everything-claude-code | Build reusable Manim explainers for technical concepts, graphs, system diagrams, and product walkthroughs, then hand off to the wider ECC video stack if needed. | |
| 480 | messages-ops | 721 | everything-claude-code | Evidence-first live messaging workflow for ECC. Use when the user wants to read texts or DMs, recover a recent one-time code, inspect a thread before replying, | |
| 481 | verification-loop | 715 | marketplace | Claude Codeセッション向けの包括的な検証システム。 | |
| 482 | frontend-code-review | 712 | imported | Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while apply | |
| 483 | nodejs-keccak256 | 711 | everything-claude-code | Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently breaks selectors, signatures, st | |
| 484 | stitch-mcp-update-design-system | 706 | stitch-kit | Updates an existing Stitch Design System's theme, tokens, or guidelines. Requires the asset name from create or list operations. | |
| 485 | make-plan | 705 | plugin | Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially be | |
| 486 | bun-runtime | 696 | marketplace | Bun 作为运行时、包管理器、打包器和测试运行器。何时选择 Bun 而非 Node、迁移注意事项以及 Vercel 支持。 | |
| 487 | investor-materials | 681 | cursor | Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs invest | |
| 488 | example-skill | 681 | marketplace | This skill should be used when the user asks to "demonstrate skills", "show skill format", "create a skill template", or discusses skill development patterns. P | |
| 489 | google-workspace-ops | 681 | everything-claude-code | Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, | |
| 490 | nextjs-turbopack | 676 | marketplace | Next.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack. | |
| 491 | api-connector-builder | 663 | everything-claude-code | Build a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without inventing | |
| 492 | investor-outreach | 661 | everything-claude-code | Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, s | |
| 493 | browser-qa | 654 | marketplace | Use this skill to automate visual testing and UI interaction verification using browser automation after deploying features. | |
| 494 | frontend-query-mutation | 640 | imported | Guide for implementing Dify frontend query and mutation patterns with TanStack Query and oRPC. Trigger when creating or updating contracts in web/contract, wiri | |
| 495 | karpathy-guidelines | 630 | plugin | Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, s | |
| 496 | finding-experiments | 625 | plugin | Resolves a PostHog experiment reference from natural language to a concrete experiment ID by browsing `experiment-list` (not feature-flag tools), with disambigu | |
| 497 | knowledge-agent | 622 | plugin | Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask ques | |
| 498 | canary-watch | 617 | marketplace | Use this skill to monitor a deployed URL for regressions after deploys, merges, or dependency upgrades. | |
| 499 | executing-plans | 615 | plugin | Use when you have a written implementation plan to execute in a separate session with review checkpoints | |
| 500 | stitch-mcp-apply-design-system | 596 | stitch-kit | Applies a Stitch Design System to existing screens — updates their colors, fonts, and roundness to match the design system's theme. Requires an assetId from lis | |
| 501 | skill-comply | 589 | marketplace | Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies b | |
| 502 | dashboard-builder | 586 | everything-claude-code | Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working dashboard in | |
| 503 | benchmark | 583 | marketplace | Use this skill to measure performance baselines, detect regressions before/after PRs, and compare stack alternatives. | |
| 504 | market-research | 557 | cursor | Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use wh | |
| 505 | stitch-mcp-list-design-systems | 557 | stitch-kit | Lists all Stitch Design Systems, optionally filtered by project. Returns asset names needed for apply and update operations. | |
| 506 | release | 530 | plugin | Release vercel-plugin — run gates, bump version, generate artifacts, commit, and push. Use when asked to "release", "ship", "bump and push", or "cut a release". | |
| 507 | do | 512 | plugin | Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan. | |
| 508 | wiki-history-ingest | 501 | imported | ||
| 509 | agent-harness-construction | 500 | marketplace | Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates. | |
| 510 | stitch-mcp-list-screens | 500 | stitch-kit | Lists all screens in a Stitch project. Use this after generate_screen_from_text to find the screenId of the newly generated screen, then call stitch-mcp-get-scr | |
| 511 | safety-guard | 483 | marketplace | Use this skill to prevent destructive operations when working on production systems or running agents autonomously. | |
| 512 | stitch-mcp-delete-project | 481 | stitch-kit | Permanently deletes a Stitch project and all its screens. Destructive — requires explicit user confirmation before calling. | |
| 513 | stitch-mcp-list-projects | 466 | stitch-kit | Lists all Stitch projects accessible to the user. Use this to find an existing project ID before resuming work or generating new screens in an existing project. | |
| 514 | ralphinho-rfc-pipeline | 381 | marketplace | RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration. | |
| 515 | ai-first-engineering | 334 | marketplace | Engineering operating model for teams where AI agents generate a large share of implementation output. | |
| 516 | how-it-works | 308 | plugin | Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what | |
| 517 | example-command | 307 | marketplace | An example user-invoked skill that demonstrates frontmatter options and the skills/<name>/SKILL.md layout | |
| 518 | enterprise-agent-ops | 301 | marketplace | Operate long-lived agent workloads with observability, security boundaries, and lifecycle management. | |
| 519 | slides | 292 | imported | Create strategic HTML presentations with Chart.js, design tokens, responsive layouts, copywriting formulas, and contextual slide strategies. | |
| 520 | continuous-agent-loop | 271 | marketplace | Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls. | |
| 521 | defuddle | 259 | personal | Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides | |
| 522 | learn-codebase | 225 | plugin | Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "re | |
| 523 | nanoclaw-repl | 222 | marketplace | 操作并扩展NanoClaw v2，这是ECC基于claude -p构建的零依赖会话感知REPL。 |