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
CLclickhouse-js-node-troubleshooting logo

clickhouse-js-node-troubleshooting

Official
clickhouse/agent-skills

>

749 installsAudited
USusability-test-plan logo

usability-test-plan

owl-listener/designer-skills

Design a usability test plan with tasks, success metrics, participant criteria, and facilitation guide. Use when planning moderated or unmoderated usability testing sessions.

749 installsAudited
QUquality-manager-qms-iso13485 logo

quality-manager-qms-iso13485

alirezarezvani/claude-skills

ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.

748 installs
POpolymarket-arbitrage-bot logo

polymarket-arbitrage-bot

aradotso/trending-skills

TypeScript bot implementing dump-and-hedge arbitrage strategy on Polymarket 15-minute Up/Down prediction markets with CLOB order execution and simulation mode.

748 installs
ANantv-g2-chart logo

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
THtheming-system logo

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
RArag-retrieval logo

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
IMimplement-task logo

implement-task

neolabhq/context-engineering-kit

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

748 installsAudited
MAmapbox-maplibre-migration logo

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
LIlinting-neostandard-eslint9 logo

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
SEservices-page-generator logo

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
KOkotlin-tooling-java-to-kotlin logo

kotlin-tooling-java-to-kotlin

Official
kotlin/kotlin-agent-skills

>

748 installsAudited
ADadd-task logo

add-task

neolabhq/context-engineering-kit

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

748 installsAudited
AXaxiom-networking logo

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
COcode-reviewer logo

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
NOnorth-star-vision logo

north-star-vision

owl-listener/designer-skills

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

747 installsAudited
ANanalyse logo

analyse

neolabhq/context-engineering-kit

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

747 installsAudited
FUfusion-research logo

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
SOsoftware-architecture-design logo

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
HAhandover logo

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
CLclaude-scientific-skills logo

claude-scientific-skills

sickn33/antigravity-awesome-skills

Scientific research and analysis skills

747 installsAudited
ANanalyse-problem logo

analyse-problem

neolabhq/context-engineering-kit

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

747 installsAudited
CHchangelog-page-generator logo

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
KAkafka-development logo

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
CRcreate-evlog-adapter logo

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
ASa-stock-daily-report logo

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
ABa-b-test-design logo

a-b-test-design

owl-listener/designer-skills

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

746 installsAudited
DEdesign-system logo

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
GLglossary-page-generator logo

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