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
GC

gcp-cloud-run

sickn33/antigravity-awesome-skills

Specialized skill for building production-ready serverless

1.2k installsAudited
CC

cc-use

zc277584121/cc-use

>

1.2k installs
TT

tts

marswaveai/skills

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1.2k installs
MA

mapbox-cartography

Official
mapbox/mapbox-agent-skills

Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating effective and beautiful maps with Mapbox. Use when designing map styles, choosing colors, or making cartographic decisions.

1.2k installsAudited
IO

ios-simulator

dpearson2699/swift-ios-skills

Manages iOS Simulator devices and tests app behavior using xcrun simctl. Covers device lifecycle (create, boot, shutdown, erase, delete), app install and launch, push notification simulation, location simulation, permission grants via privacy subcommand, deep link testing via openurl, status bar overrides, screenshot and video recording, log streaming with os_log filtering, get_app_container paths, and #if targetEnvironment(simulator) compile-time checks. Use when creating or managing simulator devices, testing push notifications without APNs, simulating GPS locations, granting or resetting privacy permissions, capturing screenshots or screen recordings from the command line, streaming device logs, debugging simulator boot failures, troubleshooting CoreSimulator issues, or checking simulator hardware limitations.

1.2k installsAudited
WE

web3d-integration-patterns

freshtechbro/claudedesignskills

Meta-skill for combining Three.js, GSAP ScrollTrigger, React Three Fiber, Motion, and React Spring for complex 3D web experiences. Use when building applications that integrate multiple 3D and animation libraries, requiring architecture patterns, state management, and performance optimization across the stack. Triggers on tasks involving library integration, multi-library architectures, scroll-driven 3D experiences, physics-based 3D animations, or complex interactive 3D applications.

1.2k installsAudited
TA

taiwan-md-knowledge-base

aradotso/trending-skills

AI-native open knowledge base about Taiwan built with Astro v5, featuring bilingual content (zh-TW/en), D3.js knowledge graph, and structured Markdown SSOT architecture.

1.2k installs
DA

data-analysis

lingzhi227/agent-research-skills

Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing experimental data for a paper.

1.2k installs
CO

context7

am-will/codex-skills

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1.2k installs
ON

onedrive

membranedev/application-skills

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1.2k installsAudited
NE

nestjs-drizzle-crud-generator

giuseppe-trisciuoglio/developer-kit

Generates complete CRUD modules for NestJS applications with Drizzle ORM. Use when building server-side features in NestJS that require database operations, including creating new entities with full CRUD endpoints, services with Drizzle queries, Zod-validated DTOs, and unit tests. Triggered by requests like "generate a user module", "create a product CRUD", "add a new entity with endpoints", or when setting up database-backed features in NestJS.

1.2k installs
RE

react-code-review

giuseppe-trisciuoglio/developer-kit

Provides comprehensive code review capability for React applications, validates component architecture, hooks usage, React 19 patterns, state management, performance optimization, accessibility compliance, and TypeScript integration. Use when reviewing React code changes, before merging pull requests, after implementing new features, or for component architecture validation. Triggers on "review React code", "React code review", "check my React components".

1.2k installsAudited
GO

google-calendar

odyssey4me/agent-skills

Create, update, and organize Google Calendar events and schedules. Check availability, book time, and manage calendars. Use when asked to schedule a meeting, set up an appointment, book a call, check gcal, or manage calendar events.

1.2k installs
SF

sf-diagram-nanobananapro

jaganpro/sf-skills

>

1.2k installs
RA

rag-blueprint

nvidia/skills

NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enable, disable, toggle, change, configure, troubleshoot, debug, fix, shutdown, stop, or tear down any RAG feature or service (Agentic RAG, VLM, guardrails, query rewriting, models, search, ingestion, observability, summarization, reasoning, and more).

1.2k installsAudited
MA

market-environment-analysis

tradermonty/claude-trading-skills

Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off assessment, sector analysis, and technical indicator interpretation. Triggers on keywords like market analysis, market environment, global markets, trading environment, market conditions, investment climate, market sentiment, forex analysis, stock market analysis, 相場環境, 市場分析, マーケット状況, 投資環境.

1.2k installs
DR

drizzle

lobehub/lobe-chat

LobeHub Drizzle ORM schema and query style. Use for pgTable schemas, indexes, joins, inferred types, db.select/db.query, schema fields, foreign keys, junction tables, or postgres query patterns.

1.2k installsAudited
MM

mmx-cli

minimax-ai/skills

Use mmx to generate text, images, video, speech, and music via the MiniMax AI platform. Use when the user wants to create media content, chat with MiniMax models, perform web search, or manage MiniMax API resources from the terminal.

1.2k installs
MC

mcp

Official
vercel-labs/json-render

MCP Apps integration for json-render. Use when building MCP servers that render interactive UIs in Claude, ChatGPT, Cursor, or VS Code, or when integrating json-render with the Model Context Protocol.

1.2k installsAudited
SE

setup

marketcalls/vectorbt-backtesting-skills

Set up the Python backtesting environment. Detects OS, creates virtual environment, installs dependencies (openalgo, ta-lib, vectorbt, plotly), and creates the backtesting folder structure.

1.2k installs
MO

mongodb-atlas-stream-processing

mongodb/agent-skills

Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.

1.2k installs
DE

deck-swiss-international

nexu-io/open-design

16-column grid, one saturated accent, and 22 locked layouts (Klein Blue, Lemon, Mint, Safety Orange).

1.2k installs
CO

connecting-vpcs-with-peering

aws/agent-toolkit-for-aws

Establishes VPC peering connections between two VPCs for direct private network connectivity. Always use this skill when creating or managing VPC peering — it validates CIDR overlap, updates all route tables in both VPCs, configures DNS resolution, and provides security group guidance that are critical for correct connectivity.

1.2k installsAudited
CO

codebase-documenter

ailabs-393/ai-labs-claude-skills

This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.

1.2k installs
AP

api-gateway

maton-ai/api-gateway-skill

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1.2k installs
DI

discord-bot-architect

sickn33/antigravity-awesome-skills

Specialized skill for building production-ready Discord bots.

1.2k installsAudited
MA

macro-rates-monitor

Official
anthropics/financial-services-plugins

Build macroeconomic and rates dashboards combining macro indicators, yield curves, inflation breakevens, and swap rates. Use when monitoring macro conditions, analyzing yield curve shape, decomposing real vs nominal rates, assessing policy rate expectations, or evaluating financial conditions.

1.2k installsAudited
SA

safe-browser

Official
browserbase/skills

Build local constrained-browser agents with a safe_browser tool that owns CDP, enforces a domain allowlist with Fetch interception, and lets a runtime Claude Agent SDK agent complete browsing tasks without raw browser, shell, or CDP access. Use when the user wants an agent to browse or scrape while staying on approved domains, demo blocked off-domain navigation, or generate a safe browser client.

1.2k installs
AS

asc-build-lifecycle

rorkai/app-store-connect-cli-skills

Track build processing, find latest builds, and clean up old builds with asc. Use when managing build retention or waiting on processing.

1.2k installsAudited
AS

asta-skill

agents365-ai/365-skills

Domain expertise for Ai2 Asta MCP tools (Semantic Scholar corpus). Intent-to-tool routing, safe defaults, workflow patterns, and pitfall warnings for academic paper search, citation traversal, and author discovery.

1.2k installs