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
IN

interview-prep

Official
anthropics/knowledge-work-plugins

Create structured interview plans with competency-based questions and scorecards. Trigger with "interview plan for", "interview questions for", "how should we interview", "scorecard for", or when the user is preparing to interview candidates.

2.3k installs
AS

asc-testflight-orchestration

rudrankriyam/app-store-connect-cli-skills

Orchestrate TestFlight distribution, groups, testers, and What to Test notes using asc. Use when rolling out betas.

2.3k installsAudited
AW

aws-cdk

aws/agent-toolkit-for-aws

Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns. Always use when writing CDK constructs, bootstrapping environments, running cdk deploy/synth/diff, fixing CDK or CloudFormation errors, planning stack structure, importing existing resources, resolving drift, or refactoring stacks without resource replacement.

2.3k installsAudited
GE

generating-mermaid-diagrams

forcedotcom/sf-skills

Salesforce architecture diagrams using Mermaid with ASCII fallback. Use this skill when generating text-based diagrams for Salesforce architecture, OAuth flows, ERDs, integration sequences, or Agentforce structure. TRIGGER when: user says \"diagram\", \"visualize\", \"ERD\", or asks for sequence diagrams, flowcharts, class diagrams, or architecture visualizations in Mermaid. DO NOT TRIGGER when: user wants PNG/SVG image output (use generating-visual-diagrams), or asks about non-Salesforce systems.

2.3k installsAudited
WI

widgetkit

dpearson2699/swift-ios-skills

Implement, review, or improve WidgetKit widgets and controls. Use when building Home Screen, Lock Screen, StandBy, or CarPlay widgets with timeline providers; configurable widgets with AppIntentTimelineProvider; interactive widgets or Control Center controls with Button/Toggle wiring; WidgetKit push reloads, refresh budgets, deep links, Smart Stack relevance, Liquid Glass/accented rendering, widget extension setup, WidgetBundle, App Groups, and entitlements.

2.3k installsAudited
SW

swiftui-layout-components

dpearson2699/swift-ios-skills

Build SwiftUI layouts using stacks, grids, lists, scroll views, forms, and controls. Covers VStack/HStack/ZStack, LazyVGrid/LazyHGrid, List with sections and swipe actions, ScrollView with ScrollPosition, Form with validation, Toggle/Picker/Slider, .searchable, and overlay patterns. Use when building data-driven layouts, collection views, settings screens, search interfaces, or transient overlay UI.

2.3k installsAudited
WE

web-performance-optimization

sickn33/antigravity-awesome-skills

Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance

2.3k installs
MA

marimo-batch

marimo-team/skills

An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run.

2.3k installsAudited
SW

swift-charts

dpearson2699/swift-ios-skills

Implement, review, or improve data visualizations using Swift Charts. Use when building bar, line, area, point, pie, donut, or iOS 26 3D charts; when adding chart selection, scrolling, annotations, axes, scales, legends, or foregroundStyle grouping; when plotting functions with BarPlot, LinePlot, AreaPlot, PointPlot, Chart3D, or SurfacePlot; or when creating heat maps, Gantt charts, grouped bars, sparklines, threshold lines, or spatial visualizations.

2.3k installsAudited
FI

figma-generate-library

Official
figma/mcp-server-guide

Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries, create individual components with proper variant sets and variable bindings, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. Also use when the user asks to create or generate any component in Figma — even a single one — since components require proper variable foundations, variant states, and design token bindings to be production-quality. This skill teaches WHAT to build and in WHAT ORDER — it complements the `figma-use` skill which teaches HOW to call the Plugin API. Both skills should be loaded together.

2.3k installs
RE

react-patterns

giuseppe-trisciuoglio/developer-kit

Provides comprehensive React 19 patterns for Server Components, Server Actions, useOptimistic, useActionState, useTransition, concurrent features, Suspense boundaries, and TypeScript integration. Generates executable code patterns, validates security for public endpoints, and optimizes performance with React Compiler or manual memoization. Proactively use when building React 19 applications with Next.js App Router, implementing optimistic UI, or optimizing concurrent rendering.

2.3k installsAudited
FU

fund

Official
coinbase/agentic-wallet-skills

Add money to the wallet. Use when you or the user want to fund, deposit, top up, load, buy USDC, add funds, onramp, or get USDC. Also use when the wallet has insufficient balance for a send or trade operation, or when someone asks "how do I get USDC?"

2.3k installs
PA

paperclip

paperclipai/paperclip

>

2.3k installs
PP

pp-movie-goat

mvanhorn/printing-press-library

The movie CLI that combines TMDb's discovery engine with OMDb's multi-source ratings — and ships a SQLite watchlist that flags what's streaming on your services right now. Trigger phrases: `what should I watch tonight`, `where can I stream <title>`, `rate <title>`, `compare <title> and <title>`, `what's <person>'s filmography`, `plan a <franchise> marathon`, `use movie-goat`, `run movie-goat`.

2.3k installs
SK

skill-creator

ar9av/obsidian-wiki

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 existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

2.3k installsAudited
HO

how-it-works

thedotmack/claude-mem

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 is this thing doing?".

2.3k installsAudited
IO

iot

markdown-viewer/skills

Create IoT architecture diagrams using PlantUML syntax with device and sensor stencil icons. Best for smart home, industrial IoT (IIoT), fleet management, edge computing, and sensor network layouts.

2.3k installsAudited
DI

dimensional-analysis

trailofbits/skills

Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when someone asks to annotate units in a codebase, perform a dimensional analysis, or find vulnerabilities in a DeFi protocol, offchain code, or other blockchain-related codebase with arithmetic. Prevents dimensional mismatches and catches formula bugs early.

2.3k installsAudited
EL

elite-longterm-memory

nextfrontierbuilds/elite-longterm-memory

Ultimate AI agent memory system. Combines bulletproof WAL protocol, vector search, git-based knowledge graphs, cloud backup, and maintenance hygiene. Never lose context again. For Clawdbot, Moltbot, Claude, GPT agents.

2.3k installs
GE

gemini

steipete/clawdis

Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.

2.3k installsAudited
DA

data-ingest

ar9av/obsidian-wiki

>

2.3k installs
SE

senior-backend

davila7/claude-code-templates

Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API scaffolding, database optimization, security implementation, and performance tuning. Use when designing APIs, optimizing database queries, implementing business logic, handling authentication/authorization, or reviewing backend code.

2.3k installsAudited
CO

convex-http-actions

waynesutton/convexskills

External API integration and webhook handling including HTTP endpoint routing, request/response handling, authentication, CORS configuration, and webhook signature validation

2.3k installs
CO

coss

cosscom/coss

Helps implement coss UI components correctly. Use when building UIs with coss primitives (buttons, dialogs, selects, forms, menus, tabs, inputs, toasts, etc.), migrating from shadcn/Radix to coss/Base UI, composing trigger-based overlays, or troubleshooting coss component behavior. Covers imports, accessibility, Tailwind styling, and common pitfalls.

2.3k installsAudited
NA

naver-blog-research

nomadamas/k-skill

Search Naver blogs, read full post content, and download images using only python3 stdlib — no API key required.

2.3k installs
AS

asc-id-resolver

rudrankriyam/app-store-connect-cli-skills

Resolve App Store Connect IDs (apps, builds, versions, groups, testers) from human-friendly names using asc. Use when commands require IDs.

2.3k installsAudited
SK

skill-creator

smithery.ai

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 existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

2.3k installsAudited
SE

sentry-feature-setup

Official
getsentry/sentry-for-ai

Configure specific Sentry features beyond basic SDK setup. Use when asked to monitor AI/LLM calls, set up OpenTelemetry pipelines, create alerts and notifications, or enable span streaming.

2.3k installs
FU

functions

Official
browserbase/skills

Deploy serverless browser automation as cloud functions using Browserbase. Use when the user wants to deploy browser automation to run on a schedule or cron, create a webhook endpoint for browser tasks, run automation in the cloud instead of locally, or asks about Browserbase Functions.

2.3k installs
BE

bear-notes

steipete/clawdis

Create, search, and manage Bear notes via grizzly CLI.

2.3k installs