PluginBench

AI Skills

Installable SKILL.md packages that extend AI coding agents with reliable workflows and domain-specific judgment — ranked by installs, sourced from skills.sh.

9,639 skills
SH

shopify-polaris-checkout-extensions

Official
shopify/shopify-ai-toolkit

Build custom functionality that merchants can install at defined points in the checkout flow, including product information, shipping, payment, order summary, and Shop Pay. Checkout UI Extensions also supports scaffolding new checkout extensions using Shopify CLI commands.

5.6k installs
DE

deployment-patterns

affaan-m/everything-claude-code

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.

5.6k installs
QU

query-token-info

binance/binance-skills-hub

|

5.6k installs
SM

smart-ocr

claude-office-skills/skills

>

5.6k installs
ST

story-review

worldwonderer/oh-story-claudecode

多视角对抗式审查。full/lean 模式在已部署 reviewer agents 时并行 spawn;缺失/异常 agents 或 spawn 失败时自动降级 solo,参考文件不可读时使用内置 rubric fallback。触发方式:/story-review、/审查、「审查一下」「帮我审一下」。

5.6k installsAudited
WE

weather

steipete/clawdis

Current weather and forecasts with web_fetch, falling back to wttr.in curl for locations, rain, temperature, travel planning.

5.6k installsAudited
LI

liquid-glass-design

affaan-m/everything-claude-code

iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit.

5.6k installs
TA

tauri-v2

nodnarbnitram/claude-code-extensions

Tauri v2+ cross-platform app development with Rust backend. Use when configuring tauri.conf.json, implementing Rust commands (#[tauri::command]), setting up IPC patterns (invoke, emit, channels), configuring permissions/capabilities, troubleshooting build issues, or deploying desktop/mobile apps. Triggers on Tauri, src-tauri, invoke, emit, capabilities.json.

5.6k installs
WE

web-coder

Official
github/awesome-copilot

Expert 10x engineer with comprehensive knowledge of web development, internet protocols, and web standards. Use when working with HTML, CSS, JavaScript, web APIs, HTTP/HTTPS, web security, performance optimization, accessibility, or any web/internet concepts. Specializes in translating web terminology accurately and implementing modern web standards across frontend and backend development.

5.6k installs
FI

finance-expert

personamanagmentlayer/pcl

Expert-level financial systems, FinTech, banking, payments, and financial technology

5.6k installs
CL

clerk-android

Official
clerk/skills

Implement Clerk authentication for native Android apps using Kotlin and

5.6k installs
SE

semgrep

trailofbits/skills

>-

5.6k installs
CO

convex

waynesutton/convexskills

Umbrella skill for all Convex development patterns. Routes to specific skills like convex-functions, convex-realtime, convex-agents, etc.

5.6k installsAudited
SH

shopify-hydrogen

Official
shopify/shopify-ai-toolkit

Hydrogen storefront implementation cookbooks. Some of the available recipes are: B2B Commerce, Bundles, Combined Listings, Custom Cart Method, Dynamic Content with Metaobjects, Express Server, Google Tag Manager Integration, Infinite Scroll, Legacy Customer Account Flow, Markets, Partytown + Google Tag Manager, Subscriptions, Third-party API Queries and Caching. MANDATORY: Use this API for ANY Hydrogen storefront question - do NOT use Storefront GraphQL when 'Hydrogen' is mentioned.

5.6k installs
SW

swiftdata-pro

twostraws/swiftdata-agent-skill

Writes, reviews, and improves SwiftData code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use SwiftData.

5.6k installsAudited
JP

jpa-patterns

affaan-m/everything-claude-code

JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.

5.6k installsAudited
M1

m15-anti-pattern

zhanghandong/rust-skills

Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad, idiomatic way, beginner mistake, fighting borrow checker, clone everywhere, unwrap in production, should I refactor, 反模式, 常见错误, 代码异味, 最佳实践, 地道写法

5.6k installsAudited
SH

shopify-polaris-customer-account-extensions

Official
shopify/shopify-ai-toolkit

Build custom functionality that merchants can install at defined points on the Order index, Order status, and Profile pages in customer accounts. Customer Account UI Extensions also supports scaffolding new customer account extensions using Shopify CLI commands.

5.6k installs
MO

modern-python

trailofbits/skills

Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.

5.6k installs
EV

eval-harness

affaan-m/everything-claude-code

Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

5.6k installsAudited
CT

ctf-web

ljagiello/ctf-skills

Provides web exploitation techniques for CTF challenges. Use when the target is primarily an HTTP application, API, browser client, template engine, identity flow, or smart-contract frontend/backend surface, including XSS, SQLi, SSTI, SSRF, XXE, JWT, auth bypass, file upload, request smuggling, OAuth/OIDC, SAML, prototype pollution, and similar web bugs. Do not use it for native binary memory corruption, reverse engineering of standalone executables, disk or memory forensics, or pure cryptanalysis unless the web flaw is still the main path to the flag.

5.6k installs
WI

winmd-api-search

Official
github/awesome-copilot

Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).

5.6k installs
AN

angular-http

analogjs/angular-skills

Implement HTTP data fetching in Angular v20+ using resource(), httpResource(), and HttpClient. Use for API calls, data loading with signals, request/response handling, and interceptors. Triggers on data fetching, API integration, loading states, error handling, or converting Observable-based HTTP to signal-based patterns.

5.6k installsAudited
SH

shopify-payments-apps

Official
shopify/shopify-ai-toolkit

The Payments Apps API enables payment providers to integrate their payment solutions with Shopify's checkout.

5.5k installs
BR

browser-automation

sickn33/antigravity-awesome-skills

Browser automation powers web testing, scraping, and AI agent

5.5k installs
TE

technical-seo-checker

aaron-he-zhu/seo-geo-claude-skills

Use when the user asks to "check technical SEO"; audits crawlability, indexing, Core Web Vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. Not for on-page tags or content — use on-page-seo-auditor. 技术SEO/网站速度

5.5k installs
WI

winui3-migration-guide

Official
github/awesome-copilot

UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace changes, threading (CoreDispatcher to DispatcherQueue), windowing (CoreWindow to AppWindow), dialogs, pickers, sharing, printing, background tasks, and the most common Copilot code generation mistakes.

5.5k installsAudited
GH

gh-fix-ci

Official
openai/skills

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL.

5.5k installs
CL

clickhouse-io

affaan-m/everything-claude-code

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

5.5k installs
LJ

ljg-card

lijigang/ljg-skills

Content caster (铸). Transforms content into PNG visuals. Seven molds: -l (default) long reading card, -i infograph, -m multi-card reading cards (1080x1440), -v editorial sketchnote (problem→failure→pivot→insight→naming, magazine + archive layout), -c comic (manga-style B&W), -w whiteboard (marker-style board layout), -b big-fonts attachment card (1080x1440, weathered 碑刻 style for 小红书). Output to ~/Downloads/. Use when user says '铸', 'cast', '做成图', '做成卡片', '做成信息图', '做成海报', '视觉笔记', 'sketchnote', '杂志', 'editorial', '漫画', 'comic', 'manga', '白板', 'whiteboard', '大字', '附件图', 'big fonts', '小红书卡片'. Replaces ljg-cards and ljg-infograph.

5.5k installs