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.

8,843 skills
GIgitnexus-impact-analysis logo

gitnexus-impact-analysis

abhigyanpatwari/gitnexus

Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: \"Is it safe to change X?\", \"What depends on this?\", \"What will break?\"

1.2k installs
COcontent-digest logo

content-digest

ai-native-camp/camp-2

This skill should be used when the user asks to "콘텐츠 정리", "아티클 요약", "PDF 학습", "영상 정리", "트윗 정리", "digest", "summarize", "정리해줘", or provides a YouTube URL, X/Twitter URL (x.com, twitter.com), webpage URL, or PDF file for analysis. Supports YouTube (transcript), X/Twitter (via fetch-tweet skill), webpage (full content via browser), and PDF (text + image per page). Generates Quiz-First learning with 9 questions across 3 difficulty levels.

1.2k installs
SVSVG Logo Designer logo

SVG Logo Designer

rknall/claude-skills

Create professional SVG logos from descriptions and design specifications. Generates multiple logo variations with different layouts, styles, and concepts. Produces scalable vector graphics that can be used directly or exported to PNG. Use this skill when users ask to create logos, brand identities, icons, or visual marks for their designs.

1.2k installsAudited
VIvideo-motion-graphics logo

video-motion-graphics

dylantarre/animation-principles

Use when creating After Effects compositions, Premiere Pro motion, video titles, explainer videos, or broadcast motion graphics.

1.2k installs
SEseo-content-brief logo

seo-content-brief

agricidaniel/claude-seo

>

1.2k installs
SWswap-integration logo

swap-integration

uniswap/uniswap-ai

Integrate Uniswap swaps into applications. Use when user says "integrate swaps", "uniswap", "trading api", "add swap functionality", "build a swap frontend", "create a swap script", "smart contract swap integration", "use Universal Router", "Trading API", or mentions swapping tokens via Uniswap.

1.2k installs
ZOzoom-mcp logo

zoom-mcp

Official
anthropics/knowledge-work-plugins

Guidance for the bundled Zoom MCP connectors. Use after routing to an MCP workflow when planning or troubleshooting tool-based access to meetings, recordings, meeting assets, or transcripts. Route Zoom Docs requests to the dedicated Docs MCP server and Whiteboard-specific requests to `zoom-mcp/whiteboard`.

1.2k installs
CLcloud-integrations logo

cloud-integrations

grafana/skills

Agent skill from grafana/skills.

1.2k installsAudited
SOsocial-spotify-card logo

social-spotify-card

nexu-io/open-design

Spotify Now Playing-style card with album art, progress bar, and playback controls, suited to video overlays or personal homepages.

1.2k installsAudited
ROroundup logo

roundup

Official
github/awesome-copilot

Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication style for any audience you define.

1.2k installs
APapp-store-optimization logo

app-store-optimization

dpearson2699/swift-ios-skills

Optimize App Store product pages for search visibility and conversion. Use for App Store Optimization (ASO), keyword research, app name/subtitle/keyword-field strategy, conversion-focused descriptions and promotional text, screenshot captions and ordering, Custom Product Pages with assigned search keywords, In-App Events, Product Page Optimization tests, localized metadata, ratings/review strategy, and in-app review prompt timing with RequestReviewAction or AppStore.requestReview. Also use when routing ASO vs App Store review, privacy/ATT, or StoreKit implementation boundaries.

1.2k installsAudited
OPopen-pencil logo

open-pencil

open-pencil/skills

Work with Figma .fig design files and the running OpenPencil editor — inspect structure, query nodes, analyze design tokens, export PNG/SVG/PDF/JSX, and modify designs programmatically. Use when asked to open, inspect, export, analyze, or edit .fig files, or to control the running OpenPencil app.

1.2k installs
PPppt-creator logo

ppt-creator

daymade/claude-code-skills

Create professional slide decks from topics or documents. Generates structured content with data-driven charts, speaker notes, and complete PPTX files. Applies persuasive storytelling principles (Pyramid Principle, assertion-evidence). Supports multiple formats (Marp, PowerPoint). Use for presentations, pitches, slide decks, or keynotes.

1.2k installs
EFefcore-patterns logo

efcore-patterns

aaronontheweb/dotnet-skills

Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration services, and common pitfalls to avoid.

1.2k installs
ADadaptive-metrics logo

adaptive-metrics

grafana/skills

Agent skill from grafana/skills.

1.2k installsAudited
M0m09-domain logo

m09-domain

actionbook/rust-skills

CRITICAL: Use for domain modeling. Triggers: domain model, DDD, domain-driven design, entity, value object, aggregate, repository pattern, business rules, validation, invariant, 领域模型, 领域驱动设计, 业务规则

1.2k installsAudited
MAmapbox-data-visualization-patterns logo

mapbox-data-visualization-patterns

Official
mapbox/mapbox-agent-skills

Patterns for visualizing data on maps including choropleth maps, heat maps, 3D visualizations, data-driven styling, and animated data. Covers layer types, color scales, and performance optimization.

1.2k installs
GOgoogle-ads logo

google-ads

kostja94/marketing-skills

When the user wants to set up, optimize, or manage Google Ads campaigns. Also use when the user mentions "Google Ads," "Google Search Ads," "PPC," "SEM," "PMF testing with ads," "test product-market fit," "Responsive Search Ads," "RSA," "Performance Max," "Quality Score," "keyword bidding," or "Google Display/YouTube ads." For paid mix, use paid-ads-strategy.

1.2k installsAudited
SEsend-data logo

send-data

grafana/skills

>

1.2k installs
DAdaily-prep logo

daily-prep

Official
github/awesome-copilot

Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.

1.2k installsAudited
SEsession-analyzer logo

session-analyzer

ai-native-camp/camp-2

This skill should be used when the user asks to "analyze session", "세션 분석", "evaluate skill execution", "스킬 실행 검증", "check session logs", "로그 분석", provides a session ID with a skill path, or wants to verify that a skill executed correctly in a past session. Post-hoc analysis of Claude Code sessions to validate skill/agent/hook behavior against SKILL.md specifications.

1.2k installs
EXextract logo

extract

actionbook/actionbook

Extract structured data from websites and produce an executable Playwright script plus extracted data. Use when the user wants to scrape, extract, pull, collect, or harvest data from any website — product listings, tables, search results, feeds, profiles, or any repeating content.

1.2k installs
POpodcast-marketing logo

podcast-marketing

kostja94/marketing-skills

When the user wants to plan, create, or market a podcast. Also use when the user mentions "podcast," "podcast strategy," "podcast SEO," "show notes," "podcast distribution," "Spotify podcast," "Apple Podcasts," "podcast discoverability," "PodcastEpisode schema," or "podcast repurposing." For show notes, use article-content.

1.2k installsAudited
COcost-management logo

cost-management

grafana/skills

>

1.2k installsAudited
SWswift-api-design-guidelines logo

swift-api-design-guidelines

dpearson2699/swift-ios-skills

Apply Swift API Design Guidelines to name, label, and document Swift APIs. Covers argument label rules (prepositional phrase rule, grammatical phrase rule, first-label omission), mutating/nonmutating pair naming (-ed/-ing participle pattern, form- prefix, sort/sorted, formUnion/union), side-effect naming (noun for pure, verb for mutating), documentation comment structure (summary by declaration kind, O(1) complexity rule), clarity at call site, role-based naming, protocol naming (-able/-ible/-ing), default arguments over method families, casing conventions, and terminology. Use when designing new Swift APIs, reviewing naming and argument labels, writing documentation comments, or refactoring for call site clarity.

1.2k installsAudited
DPdpm-finder logo

dpm-finder

grafana/skills

>

1.2k installsAudited
TEteam-assemble logo

team-assemble

ai-native-camp/camp-2

This skill should be used when the user asks to "팀 구성해줘", "team assemble", "전문가 팀으로 해줘", "팀으로 해줘", "swarm", "병렬로 전문가 팀", or wants to decompose a complex task into specialist roles executed via TeamCreate. Also triggers when user describes a task clearly benefiting from parallel expert execution.

1.2k installs
FLflutter-theming logo

flutter-theming

Official
flutter/skills

How to customize your app's theme using Flutter's theming system

1.2k installsAudited
DEdesign-mcp-workflow logo

design-mcp-workflow

Official
anthropics/knowledge-work-plugins

Design a Zoom MCP workflow for Claude. Use when deciding whether Zoom MCP fits a task, when planning tool-based AI workflows, or when separating MCP responsibilities from REST API responsibilities.

1.2k installsAudited
LLllm-council logo

llm-council

am-will/codex-skills

>

1.2k installs