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
AN

antv-g2-chart

antvis/chart-visualization-skills

Generate G2 v5 chart code. Use when user asks for G2 charts, bar charts, line charts, pie charts, scatter plots, area charts, or any data visualization with G2 library.

748 installsAudited
TH

theming-system

owl-listener/designer-skills

Design a theming architecture that supports brand variants, dark mode, and high-contrast modes with token mapping.

748 installsAudited
RA

rag-retrieval

yonatangross/orchestkit

Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, embedding documents, implementing hybrid search, contextual retrieval, HyDE, agentic RAG, multimodal RAG, query decomposition, reranking, or pgvector search.

748 installs
IM

implement-task

neolabhq/context-engineering-kit

Implement a task with automated LLM-as-Judge verification per step

748 installsAudited
MA

mapbox-maplibre-migration

Official
mapbox/mapbox-agent-skills

Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of Mapbox's official support and ecosystem

748 installsAudited
LI

linting-neostandard-eslint9

mcollina/skills

Configures ESLint v9 flat config and neostandard for JavaScript and TypeScript projects, including migrating from legacy `.eslintrc*` files or the `standard` package. Use when you need to set up or fix linting with `eslint.config.js` or `eslint.config.mjs`, troubleshoot lint errors, configure neostandard rules, migrate from `.eslintrc` to flat config, or integrate linting into CI pipelines and pre-commit hooks.

748 installs
SE

services-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit a services page. Also use when the user mentions "services page," "what we offer," "service offerings," "consulting services," "service page," "offerings page," "service catalog," or "professional services." For sitewide page planning, use website-structure.

748 installsAudited
KO

kotlin-tooling-java-to-kotlin

Official
kotlin/kotlin-agent-skills

>

748 installsAudited
AD

add-task

neolabhq/context-engineering-kit

creates draft task file in .specs/tasks/draft/ with original user intent

748 installsAudited
AX

axiom-networking

charleswiltgen/axiom

Use when implementing or debugging ANY network connection, API call, or socket. Covers URLSession, Network.framework, NetworkConnection, connection diagnostics.

748 installs
CO

code-reviewer

davila7/claude-code-templates

Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when reviewing pull requests, providing code feedback, identifying issues, or ensuring code quality standards.

747 installs
NO

north-star-vision

owl-listener/designer-skills

Articulate a compelling north-star product vision that aligns teams and inspires strategic design decisions.

747 installsAudited
AN

analyse

neolabhq/context-engineering-kit

Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target

747 installsAudited
FU

fusion-research

equinor/fusion-skills

Source-backed research orchestrator for the Fusion ecosystem. Routes to the correct research agent based on question type. Returns source-backed evidence only; will not invent Framework behavior, component APIs, skill catalog relationships, platform guidance, or backend implementation details. USE FOR: any research question needing source-backed evidence about Fusion Framework APIs, EDS components, the Fusion skill catalog, Fusion platform documentation, or backend service implementation. DO NOT USE FOR: implementing code changes, installing or editing skills, MCP setup or troubleshooting, or inventing Fusion behavior without evidence.

747 installs
SO

software-architecture-design

vasilyu1983/ai-agents-public

Designs system structure across monolith/microservices/serverless. Use when structuring systems, scaling, decomposing monoliths, or choosing patterns.

747 installsAudited
SK

skill-creator

himself65/finance-skills

>

747 installs
HA

handover

adobe/skills

Generate project handover documentation for AEM Edge Delivery Services projects. Creates comprehensive guides for content authors, developers, and administrators. Use for "handover docs", "project documentation", "generate handover", "create guides".

747 installs
CL

claude-scientific-skills

sickn33/antigravity-awesome-skills

Scientific research and analysis skills

747 installsAudited
AN

analyse-problem

neolabhq/context-engineering-kit

Comprehensive A3 one-page problem analysis with root cause and action plan

747 installsAudited
CH

changelog-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or structure a changelog or release notes page. Also use when the user mentions "changelog," "release notes," "what's new," "updates," "product updates," "version history," or "changelog.yourdomain.com." For sitewide page planning, use website-structure.

747 installsAudited
KA

kafka-development

mindrally/skills

Best practices for Apache Kafka event streaming and distributed messaging. Use when building event-driven architectures, implementing producer/consumer patterns, designing topic partitioning strategies, setting up Kafka Streams, configuring schema registries, or integrating change data capture pipelines.

747 installs
CR

create-evlog-adapter

hugorcd/evlog

Create a new built-in evlog adapter to send wide events to an external observability platform. Use when adding a new drain adapter (e.g., for Datadog, Sentry, Loki, Elasticsearch, etc.) to the evlog package. Covers source code, build config, package exports, tests, and all documentation.

747 installs
MW

mws-shared

api/git

Agent skill from api/git.

747 installs
RE

remotion-render

inference-sh/skills

Render videos from React/Remotion component code via inference.sh. Pass TSX code, get MP4. Supports all Remotion APIs: useCurrentFrame, useVideoConfig, spring, interpolate, AbsoluteFill, Sequence. Configurable resolution, FPS, duration, codec. Use for: programmatic video generation, animated graphics, motion design, data-driven videos, React animations to video. Triggers: remotion, render video from code, tsx to video, react video, programmatic video, remotion render, code to video, animated video, motion graphics code, react animation video

747 installsAudited
RE

react-best-practices

Official
vercel/vercel-plugin

React best-practices reviewer for TSX files. Triggers after editing multiple TSX components to run a condensed quality checklist covering component structure, hooks usage, accessibility, performance, and TypeScript patterns.

747 installs
AS

a-stock-daily-report

zsxink/skills-hub

A股每日简报自动生成系统。抓取东方财富实时数据,生成包含大盘指数、热门板块、资金动向等完整信息的日报报告。

746 installs
AB

a-b-test-design

owl-listener/designer-skills

Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.

746 installsAudited
DE

design-system

jezweb/claude-skills

Extract a complete design system from an existing website or screenshot into a DESIGN.md file. Analyses colours, typography, component styles, spacing, and atmosphere through browser automation and HTML inspection. Produces a semantic design system document optimised for consistent page generation. Triggers: 'extract design system', 'design system', 'create DESIGN.md', 'analyse the design', 'what design does this site use', 'extract styles from', 'reverse engineer the design'.

746 installs
GL

glossary-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit glossary page content and structure. Also use when the user mentions "glossary," "definitions," "terminology," "industry terms," "glossary page," "term definitions," "vocabulary," "glossary SEO," or "definition page." For definitions at scale, use programmatic-seo.

746 installsAudited
IN

integrations-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit integrations, plugins, or extensions pages. Also use when the user mentions "integrations page," "plugins," "extensions," "add-ons," "API integrations," "connect with X," or "marketplace." For sitewide page planning, use website-structure.

746 installsAudited