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
SE

security-awareness-malicious-repository-detection

aradotso/security-skills

Detect and analyze potentially malicious repositories disguising as legitimate software cracks or pirated tools

819 installs
HA

harvard-artifacts-collection-analytics-pipeline

aradotso/data-skills

End-to-end data engineering pipeline for Harvard Art Museums API with ETL, SQL analytics, and Streamlit visualization

819 installs
LI

linkedin-ads

kostja94/marketing-skills

When the user wants to set up, optimize, or manage LinkedIn Ads. Also use when the user mentions "LinkedIn Ads," "LinkedIn Campaign Manager," "Sponsored Content," "Lead Gen Forms," "Sponsored Messaging," "Message Ads," "Conversation Ads," "Accelerate," "Classic ad set," "Audience Network," "objective-based pricing," "Insight Tag," "job title targeting," "company targeting," "Matched Audiences," or "B2B paid ads." For organic posts, use linkedin-posts.

819 installsAudited
GO

go-testing

cxuu/golang-skills

Use when writing, reviewing, or improving Go test code — including table-driven tests, subtests, parallel tests, test helpers, test doubles, and assertions with cmp.Diff. Also use when a user asks to write a test for a Go function, even if they don't mention specific patterns like table-driven tests or subtests. Does not cover benchmark performance testing (see go-performance).

819 installsAudited
TR

trading-strategist

kukapay/crypto-skills

Provides trading strategies for cryptocurrencies based on Binance market data, calculated technical analysis indicators, and aggregated market sentiment from crypto RSS news feeds. Use when users ask for trading advice, strategy recommendations, or analysis combining price data, TA, and sentiment for crypto assets like ETH, BTC, or altcoins.

819 installs
R3

r3f-shaders

enzed/r3f-skills

React Three Fiber shaders - GLSL, shaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.

819 installs
SW

swiftui-design-principles

arjitj2/swiftui-design-principles

Design principles for building polished, native-feeling SwiftUI apps and widgets. Use this skill when creating or modifying SwiftUI views, iOS widgets (WidgetKit), or any native Apple UI. Ensures proper spacing, typography, colors, and widget implementations that look and feel like quality apps rather than AI-generated slop.

819 installsAudited
OP

openfda-database

google-deepmind/science-skills

>

819 installsAudited
FI

figma-use-figjam

Official
figma/mcp-server-guide

This skill helps agents use Figma's use_figma MCP tool in the FigJam context. Can be used alongside figma-use which has foundational context for using the use_figma tool.

819 installsAudited
TE

tech-stack-evaluator

alirezarezvani/claude-skills

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of ownership, assessing migration paths, or analyzing ecosystem viability.

819 installs
MO

modern-web-development

mindrally/skills

Modern web development best practices for TypeScript, Next.js 14, React Server Components, Supabase, GraphQL, and Tailwind CSS.

818 installs
TH

threads-growth-skill

aradotso/marketing-skills

Systematically improve Threads content using real performance data and algorithm-aware drafting

818 installs
SC

scientific-slides

k-dense-ai/scientific-agent-skills

Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.

818 installs
GD

gdpr-dsgvo-expert

alirezarezvani/claude-skills

GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests with Art. 12(3) one-month deadlines. Use when running GDPR compliance assessments, privacy audits, data protection planning, DPIA generation, or data subject rights (DSAR) management (e.g., 'check this service for GDPR risks', 'track an access request deadline'). Final compliance determinations route to the DPO or legal counsel.

818 installs
ME

metrics

railwayapp/railway-skills

This skill should be used when the user asks about resource usage, CPU, memory, network, disk, or service performance. Covers questions like "how much memory is my service using" or "is my service slow".

818 installs
IM

image-optimization

kostja94/marketing-skills

When the user wants to optimize images for search engines and performance. Also use when the user mentions "image SEO," "alt text," "image captions," "figcaption," "image optimization," "WebP," "lazy loading," "LCP," "image sitemap," "responsive images," "srcset," "image format," or "hero image optimization." For CWV, use core-web-vitals.

818 installsAudited
JO

journey

journeykits/skill

Search and install Journey kits — real agent workflows from the Journey registry. Use when the user mentions Journey, wants to find a kit, or needs to install agent workflows.

818 installs
SE

SEO Optimizer

davila7/claude-code-templates

Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content, improving search rankings, conducting keyword analysis, or implementing SEO best practices. Expert in on-page SEO, meta tags, schema markup, and Core Web Vitals.

818 installs
R3

r3f-animation

enzed/r3f-skills

React Three Fiber animation - useFrame, useAnimations, spring physics, keyframes. Use when animating objects, playing GLTF animations, creating procedural motion, or implementing physics-based movement.

818 installs
TR

trades-builder

customware-ai/skills

>

817 installsAudited
CX

cx-observability-setup

coralogix/cx-cli

>

817 installsAudited
MU

multi-tenant-architecture

mblode/agent-skills

Provides architecture guidance for multi-tenant SaaS platforms on Cloudflare or Vercel. Covers platform choice, domain strategy, tenant identification and isolation, subdomain routing, custom domains and SSL, white-label setup, tenant context propagation, PSL submission, and mapping platform limits to pricing plans. Use when building a multi-tenant application or asking "how do I support multiple tenants", "build a white-label platform", "add custom domains", "route tenants by subdomain", or "map limits to plans". For general app folder structure use define-architecture; for scaffolding a new Next.js repo use scaffold-nextjs.

817 installs
CH

chakra-ui-migrate

chakra-ui/chakra-ui

>

817 installs
WE

wewrite-wechat-ai-publishing

aradotso/trending-skills

Full-pipeline AI skill for WeChat Official Account articles — hotspot fetching, topic selection, writing, SEO, image generation, formatting, and draft box publishing.

817 installs
BR

brand-writer

zed-industries/zed

Write clear, developer-first copy for Zed — leading with facts, grounded in craft.

817 installsAudited
MA

magicstarfishboost-seo-content-marketing-skill-suite

aradotso/marketing-skills

SEO & content marketing command suite with keyword research, technical audits, SERP analysis, and automated content workflows

816 installs
MA

matplotlib

k-dense-ai/scientific-agent-skills

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.

816 installsAudited
IN

interface-kit

juliusbrussee/skills

|

816 installsAudited
OP

openspec-archiving

forztf/open-skilled-sdd

Archives completed changes and merges specification deltas into living documentation. Use when changes are deployed, ready to archive, or specs need updating after implementation. Triggers include "openspec archive", "archive change", "merge specs", "complete proposal", "update documentation", "finalize spec", "mark as done".

816 installs
PY

pymol

google-deepmind/science-skills

>

816 installsAudited