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

sentry-react-router-framework-sdk

Official
getsentry/sentry-for-ai

Full Sentry SDK setup for React Router Framework mode. Use when asked to "add Sentry to React Router Framework", "install @sentry/react-router", or configure error monitoring, tracing, profiling, session replay, logs, or user feedback for a React Router v7 framework app.

1.1k installsAudited
AS

asc-testflight-orchestration

rudrankriyam/asc-skills

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

1.1k installs
CO

computer-automation

web-infra-dev/midscene-skills

|

1.1k installs
WI

wiki-dedup

ar9av/obsidian-wiki

>

1.1k installsAudited
PR

project-overview

lobehub/lobe-chat

LobeHub open-source monorepo architecture map. Use when locating code layers, understanding apps/packages/src layout, business stubs, project structure, or onboarding to the repository.

1.1k installsAudited
BU

build-zoom-rest-api-app

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom REST API. Use after choosing an API-based workflow when you need endpoint selection, resource-management patterns, OAuth requirements, rate-limit awareness, or API error debugging.

1.1k installs
DO

documentation

mcollina/skills

Creates, structures, and reviews technical documentation following the Diátaxis framework (tutorials, how-to guides, reference, and explanation pages). Use when a user needs to write or reorganize docs, structure a tutorial vs. a how-to guide, build reference docs or API documentation, create explanation pages, choose between Diátaxis documentation types, or improve existing documentation structure. Trigger terms include: documentation structure, Diátaxis, tutorials vs how-to guides, organize docs, user guide, reference docs, technical writing.

1.1k installsAudited
AI

ai-agents-architect

sickn33/antigravity-awesome-skills

Expert in designing and building autonomous AI agents. Masters tool

1.1k installsAudited
GR

graalvm-native-image

giuseppe-trisciuoglio/developer-kit

Provides expert guidance for building GraalVM Native Image executables from Java applications. Use when converting JVM applications to native binaries, optimizing cold start times, reducing memory footprint, configuring native build tools for Maven or Gradle, resolving reflection and resource issues in native builds, or implementing framework-specific native support for Spring Boot, Quarkus, and Micronaut. Triggers include "graalvm native image", "native executable java", "java cold start optimization", "native build tools", "ahead of time compilation java", "reflection config graalvm", "native image build failure".

1.1k installs
FL

flutter-animation

Official
flutter/skills

Add animated effects to your Flutter app

1.1k installsAudited
PL

plan-zoom-product

Official
anthropics/knowledge-work-plugins

Choose the right Zoom building surface for a use case and explain the tradeoffs clearly. Use when deciding between REST API, Webhooks, WebSockets, Meeting SDK, Video SDK, Zoom Apps SDK, Phone, Contact Center, or MCP for a specific product idea or integration goal.

1.1k installsAudited
TH

threat-model-analyst

Official
github/awesome-copilot

Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis — takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly.

1.1k installsAudited
NA

narrative-text-visualization

antvis/chart-visualization-skills

Generate structured narrative text visualizations from data using T8 Syntax. Use when users want to create data interpretation reports, summaries, or structured articles with semantic entity annotations. T8 is designed for unstructured data visualization where T stands for Text and 8 represents a byte of 8 bits, symbolizing deep insights beneath the text.

1.1k installs
DO

docs-write

metabase/metabase

Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

1.1k installs
I1

i18n

lobehub/lobe-chat

LobeHub i18n with react-i18next. Use for user-facing strings, locale keys, namespaces, useTranslation, t(), interpolation, zh-CN/en-US previews, hardcoded UI copy, or pnpm i18n.

1.1k installs
SE

serp-image-downloader

serpdownloaders/skills

Image media downloader App & Browser Extension for downloading any type of image files from any website

1.1k installsAudited
ED

edgeone

aahl/skills

Deploy HTML content to EdgeOne Pages, return the public URL.

1.1k installs
CS

csv-data-visualizer

ailabs-393/ai-labs-claude-skills

This skill should be used when working with CSV files to create interactive data visualizations, generate statistical plots, analyze data distributions, create dashboards, or perform automatic data profiling. It provides comprehensive tools for exploratory data analysis using Plotly for interactive visualizations.

1.1k installs
PR

premium-frontend-design

kv0906/cc-skills

Create award-winning, cinematic frontend interfaces that feel ALIVE. Combines 10+ years of creative frontend experience with technical excellence. Specializes in WebGL, custom shaders, premium animations, and distinctive aesthetics that would win on Awwwards. Use when building landing pages, dashboards, platforms, or any interface where "generic AI slop" is unacceptable.

1.1k installs
WP

wps-word

lc2panda/wps-skills

WPS 文字智能助手,通过自然语言操控 Word 文档,解决排版、格式、内容编辑等痛点问题

1.1k installsAudited
TI

tinybird

Official
tinybirdco/tinybird-agent-skills

Tinybird file formats, SQL rules, optimization patterns, and best practices for datasources, pipes, endpoints, and materialized views.

1.1k installsAudited
BU

business-document-generator

ailabs-393/ai-labs-claude-skills

This skill should be used when the user requests to create professional business documents (proposals, business plans, or budgets) from templates. It provides PDF templates and a Python script for generating filled documents from user data.

1.1k installsAudited
CO

competitive-analysis

Official
anthropics/financial-services-plugins

Framework for building competitive landscape decks — market positioning, competitor deep-dives, comparative analysis, strategic synthesis. Use when the user asks for a competitive landscape, competitor analysis, peer comparison, market positioning assessment, strategic review, or investment memo deck. Also triggers on "who are the competitors to X", "benchmark X against peers", "build a market map", or any request to systematically evaluate competitive dynamics across an industry.

1.1k installs
GI

gitnexus-exploring

abhigyanpatwari/gitnexus

Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: \"How does X work?\", \"What calls this function?\", \"Show me the auth flow\"

1.1k installs
AG

agent-arch-system-design

ruvnet/ruflo

Agent skill for arch-system-design - invoke with $agent-arch-system-design

1.1k installs
MO

mojo-syntax

modular/skills

Help to write Mojo code using current syntax and conventions. Always use this skill when writing any Mojo code, including when other Mojo-specific skills (e.g., mojo-gpu-fundamentals) also apply. Use when writing Mojo code, translating projects to Mojo, or otherwise generating Mojo. Use this skill to overcome misconceptions with how Mojo is written.

1.1k installsAudited
SC

scribe

Official
anthropics/knowledge-work-plugins

Reference skill for Zoom AI Services Scribe. Use after routing to a transcription workflow when handling uploaded or stored media, Build-platform JWT auth, fast mode transcription, batch jobs, or transcript pipeline design.

1.1k installs
OF

office-productivity

sickn33/antigravity-awesome-skills

Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.

1.1k installs
SO

sonarqube-mcp

giuseppe-trisciuoglio/developer-kit

Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. Enables quality gate monitoring, issue discovery and triaging, pre-push code analysis, and rule education directly in the agent workflow. Use when the user wants to check quality gates, search for Sonar issues, analyze code snippets before committing, or understand SonarQube rules. Triggers on "sonarqube", "sonarcloud", "quality gate", "sonar issues", "analyze with sonar", "check sonar", "sonar rule", "pre-push analysis".

1.1k installs
PR

private-connectivity

grafana/skills

>

1.1k installs