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
AD

adk-cheatsheet

google/adk-docs

>

2.7k installs
GH

gha-security-review

Official
getsentry/skills

GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to "review GitHub Actions", "audit workflows", "check CI security", "GHA security", "workflow security review", or review .github/workflows/ for pwn requests, expression injection, credential theft, and supply chain attacks. Exploitation-focused with concrete PoC scenarios.

2.7k installs
PR

printing-press-amend

mvanhorn/cli-printing-press

>

2.7k installs
CO

context-engineering-collection

muratcankoylan/agent-skills-for-context-engineering

A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, evaluating, or debugging agent systems that require effective context management and reliable operating loops.

2.7k installs
WI

wiki-update

ar9av/obsidian-wiki

>

2.7k installsAudited
KO

korean-stock-search

nomadamas/k-skill

Use k-skill-proxy to search Korean listed stocks, inspect KRX base information, and fetch daily trade snapshots without asking the user to issue a KRX API key.

2.7k installs
PR

pr-writer

Official
getsentry/skills

Create, refresh, and rewrite PR titles and descriptions following Sentry conventions. Use when opening a PR, writing or updating a PR title/body/description, refreshing an existing PR after material changes, or preparing branch changes for review.

2.7k installs
KO

korea-weather

nomadamas/k-skill

한국 날씨를 기상청 단기예보 조회서비스와 프록시 경유로 조회해 요약한다.

2.7k installs
LA

langsmith-evaluator

Official
langchain-ai/langsmith-skills

INVOKE THIS SKILL when building evaluation pipelines for LangSmith. Covers three core components: (1) Creating Evaluators - LLM-as-Judge, custom code; (2) Defining Run Functions - how to capture outputs and trajectories from your agent; (3) Running Evaluations - locally with evaluate() or auto-run via LangSmith. Uses the langsmith CLI tool.

2.7k installs
TE

template-skill

composiohq/awesome-claude-skills

Replace with description of the skill and when Claude should use it.

2.7k installsAudited
SE

seo-geo

agricidaniel/claude-seo

>

2.7k installs
IM

imagegen

Official
openai/skills

Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas.

2.7k installs
TA

tailwind-v4-shadcn

jezweb/claude-skills

|

2.7k installsAudited
DE

design-sprint

wondelai/skills

Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid prototype", "test with users", "de-risk before building", "GV sprint", "prototype testing", "design workshop", "should we build this", "validate an idea fast", or "test before we build". Also trigger when a team must make a critical product decision quickly, resolve stakeholder disagreements, or test a risky idea before investing in development. Covers mapping, sketching, deciding, prototyping, and testing. For ongoing experimentation, see lean-startup. For customer job analysis, see jobs-to-be-done.

2.7k installs
KO

korean-patent-search

nomadamas/k-skill

Search Korean patent and utility-model publications through the official KIPRIS Plus Open API with keyword search plus application-number detail lookup.

2.7k installsAudited
SE

seo-audit

agricidaniel/claude-seo

Full website SEO audit with parallel subagent delegation. Crawls up to 500 pages, detects business type, delegates to up to 15 specialists (8 always + 7 conditional), generates health score. Use when user says audit, full SEO check, analyze my site, or website health check.

2.7k installs
MA

maishou

aahl/skills

商品价格全网对比技能,获取商品在淘宝(Taobao)、天猫(TMall)、京东(JD.com)、拼多多(PinDuoDuo)、抖音(Douyin)、快手(KaiShou)的最优价格、优惠券,当用户想购物或者获取优惠信息时使用。Get the best price, coupons for goods on Chinese e-commerce platforms, compare product prices, and use when users want to shop or get discount information.

2.7k installs
AD

adk-scaffold

google/adk-docs

>

2.7k installs
CO

convex-functions

waynesutton/convexskills

Writing queries, mutations, actions, and HTTP actions with proper argument validation, error handling, internal functions, and runtime considerations

2.7k installs
OB

obviously-awesome

wondelai/skills

Define product positioning by mapping competitive alternatives, unique attributes, and best-fit customers to the right market category. Use when the user mentions "positioning", "competitive alternatives", "how to position", "market category", "why customers dont get it", "positioning canvas", "repositioning", "category creation", "prospects dont understand what we do", "what category are we in", or "how do we explain what we do". Also trigger when launching a new product, entering a crowded market, or diagnosing why prospects dont grasp the product''s value. Covers the positioning canvas and team workshops. For customer jobs analysis, see jobs-to-be-done. For go-to-market, see crossing-the-chasm.

2.7k installs
IO

ios-accessibility

dpearson2699/swift-ios-skills

Implements, reviews, or improves accessibility in iOS/macOS apps with SwiftUI, UIKit, and AppKit. Use when adding VoiceOver, Voice Control, Switch Control, or Full Keyboard Access support; when working with accessibility labels, hints, values, traits, accessibilityInputLabels, NSAccessibility, grouping, reading order, accessibility focus restoration with @AccessibilityFocusState, Dynamic Type, @ScaledMetric, custom rotors, accessibility actions, XCTest accessibility checks, App Store Accessibility Nutrition Labels, App Store Connect accessibility answers, a11y compliance audits, or system accessibility preferences.

2.7k installsAudited
RA

raffle-winner-picker

composiohq/awesome-claude-skills

Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

2.7k installs
SE

seo-page

agricidaniel/claude-seo

>

2.7k installs
DJ

django-expert

jeffallan/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 project file. Creates Django models with proper indexes, optimizes ORM queries using select_related/prefetch_related, builds DRF serializers and viewsets, and configures JWT authentication. Trigger terms: Django, DRF, Django REST Framework, Django ORM, Django model, serializer, viewset, Python web.

2.7k installsAudited
MU

multi-search-engine

aaaaqwq/claude-code-skills

Agent skill from aaaaqwq/claude-code-skills.

2.7k installs
TA

tailwind-theme-builder

jezweb/claude-skills

Set up Tailwind v4 + shadcn/ui themed UI with dark mode. Install deps, configure CSS variables via @theme inline, wire dark mode toggle, verify. Use whenever the user mentions Tailwind v4, setting up Tailwind theming, shadcn/ui colours, dark mode, or troubleshooting colours not working, tw-animate-css errors, @theme inline conflicts, @apply breaking after upgrade, or v3 → v4 migration issues.

2.7k installs
SP

spec-miner

jeffallan/claude-skills

Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old codebases with no documentation. Invoke to map code dependencies, generate API documentation from source, identify undocumented business logic, figure out what code does, or create architecture documentation from implementation. Trigger phrases: reverse engineer, old codebase, no docs, no documentation, figure out how this works, inherited project, legacy analysis, code archaeology, undocumented features.

2.7k installsAudited
SE

seo-technical

agricidaniel/claude-seo

>

2.7k installs
TH

the-fool

jeffallan/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 audit evidence and assumptions.

2.7k installs
PO

ponytail-gain

dietrichgebert/ponytail

>

2.7k installsAudited