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
CI

citation-verification

galaxy-dawn/claude-scholar

This skill provides reference guidance for citation verification in academic writing. Use when the user asks about "citation verification best practices", "how to verify references", "preventing fake citations", or needs guidance on citation accuracy. This skill supports ml-paper-writing by providing detailed verification principles and common error patterns.

777 installs
WI

wind-alice

wind-information-co-ltd/wind-skills

调用万得 Alice Agent(A2A 协议,SSE 流式)执行指定 Skill 并获取分析结果的 CLI 工具。当用户要求"用 Alice 跑某个 Skill"、"出一份某公司的调研问题清单"、"做一页纸投资备忘"、"核验一段金融信息"等需要点名 Alice 子 Skill 的场景使用。

777 installsAudited
JA

jaspar-database

google-deepmind/science-skills

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777 installs
YO

youtube-ads

kostja94/marketing-skills

When the user wants to run YouTube ads, set up TrueView or Bumper campaigns, or optimize video ad creative. Also use when the user mentions "YouTube ads," "TrueView," "Bumper ads," "YouTube Discovery," "video ads," "YouTube campaign," or "in-feed ads." For organic YouTube, use youtube-seo.

777 installsAudited
SU

subagent-driven-development

neolabhq/context-engineering-kit

Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates

776 installsAudited
SK

skill-creator

Official
vercel-labs/json-render

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

776 installs
GA

game-assets

opusgamelabs/game-creator

Game asset engineer that creates pixel art sprites, animated characters, and visual entities for browser games. Use when a game needs better character art, enemy sprites, item visuals, or any upgrade from basic geometric shapes to recognizable pixel art.

776 installs
HE

he4rt-marketing-extension

aradotso/marketing-skills

Chrome extension that passively captures X/Twitter GraphQL responses to track community engagement and export structured JSON for analytics ingestion.

776 installs
FR

freecad-scripts

Official
github/awesome-copilot

Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher scripts, workbench tools, GUI dialogs with PySide, Coin3D scenegraph manipulation, or any FreeCAD Python API task. Covers FreeCAD scripting basics, geometry creation, FeaturePython objects, interface tools, and macro development.

776 installsAudited
UR

url-structure

kostja94/marketing-skills

When the user wants to optimize URL structure, fix URL issues, or plan URL hierarchy. Also use when the user mentions "URL structure," "URL optimization," "slug," "clean URLs," "URL hierarchy," "URL path," "permalink structure," "URL best practices," "dynamic URLs," or "URL parameters." For per-page slug wording, use url-slug-generator. For canonical consolidation, use canonical-tag.

776 installsAudited
CA

category-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit e-commerce category pages or listing pages. Also use when the user mentions "category page," "product category," "faceted navigation," "filter URLs," "e-commerce listing," "category SEO," "category structure," "product filters," or "listing page." For programmatic SEO at scale, use programmatic-seo.

776 installsAudited
TA

tanstack-db

tanstack-skills/tanstack-skills

Reactive client-first store for your API with collections, live queries, and optimistic mutations.

775 installs
QU

quarkus

mindrally/skills

Expert guidance for Quarkus framework development with Jakarta EE, MicroProfile, GraalVM native builds, and reactive programming patterns

775 installs
SW

swift-api-design-guidelines-skill

erikote04/swift-api-design-guidelines-agent-skill

Write, review, or improve Swift APIs using Swift API Design Guidelines for naming, argument labels, documentation comments, terminology, and general conventions. Use when designing new APIs, refactoring existing interfaces, or reviewing API clarity and fluency.

775 installsAudited
BR

brainstorm

neolabhq/context-engineering-kit

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes

775 installsAudited
UR

url-slug-generator

kostja94/marketing-skills

When the user wants to create, optimize, or validate URL slugs for content pages. Also use when the user mentions "URL slug," "URL path," "blog URL," "article URL," "short URL," "clean slug," "permalink," "slug optimization," "URL structure," "SEO-friendly URL," "create URL slug," or "SEO slug." For site-wide URL policy, use url-structure.

775 installsAudited
FI

find-test-content

adobe/skills

Search for existing content pages containing a specific block in AEM Edge Delivery Services. Reports URLs with occurrences and variants to help identify test content during development.

775 installs
DO

docker

bobmatnyc/claude-mpm-skills

Docker containerization for packaging applications with dependencies into isolated, portable units ensuring consistency across development, testing, and production environments.

774 installs
M0

m05-type-driven

zhanghandong/rust-skills

CRITICAL: Use for type-driven design. Triggers: type state, PhantomData, newtype, marker trait, builder pattern, make invalid states unrepresentable, compile-time validation, sealed trait, ZST, 类型状态, 新类型模式, 类型驱动设计

774 installs
CR

critique

neolabhq/context-engineering-kit

Comprehensive multi-perspective review using specialized judges with debate and consensus building

774 installsAudited
MV

mvcc

tursodatabase/turso

Overview of Experimental MVCC feature - snapshot isolation, versioning, limitations

774 installsAudited
DI

differential-fuzzer

tursodatabase/turso

Information about the differential fuzzer tool, how to run it and use it catch bugs in Turso. Always load this skill when running this tool

774 installs
ID

identify-page-structure

adobe/skills

Identify section boundaries and content sequences within a scraped webpage for AEM Edge Delivery Services import. Performs two-level analysis (sections, then sequences per section) and surveys available blocks.

774 installs
GI

github-trending

majiayu000/claude-arsenal

GitHub Trending 探索与分析。用于发现热门开源项目、技术趋势、开发者偏好,帮助理解技术社区的兴趣走向。使用场景包括“看看今天 GitHub 什么火了”、“Rust 最近热门项目”、“AI 领域趋势日报”、“这个方向有没有值得关注的开源项目”、“帮我做个 GitHub trending 分析”。

774 installs
ST

stripe-integration

sickn33/antigravity-awesome-skills

Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds.

774 installs
RU

rustyseo-toolkit

aradotso/marketing-skills

Cross-platform SEO/GEO toolkit built with Tauri and Rust for crawling, analyzing websites, and parsing server logs without crawl limits

773 installs
MA

marketing-demand-acquisition

alirezarezvani/claude-skills

Creates demand generation campaigns, optimizes paid ad spend across LinkedIn, Google, and Meta, develops SEO strategies, and structures partnership programs. Use when planning demand gen strategy, growth marketing, advertising campaigns, PPC optimization, lead generation, pipeline generation, or marketing budgets. Covers multi-channel acquisition (Google Ads, LinkedIn Ads, Meta Ads), CAC analysis, MQL/SQL workflows, attribution modeling, technical SEO, and co-marketing partnerships. Default calibration profile is a Series A+ B2B SaaS scaling internationally (EU/US/Canada, hybrid PLG/Sales-Led) — adapt benchmarks for other stages and motions rather than skipping the skill.

773 installs
PI

pixijs-html-source

pixijs/pixijs-skills

Use this skill when rendering live HTML/DOM elements (or frozen snapshots of them) as PixiJS v8 textures via the EXPERIMENTAL HTML-in-Canvas browser APIs. Covers the pixi.js/html-source side-effect import, feature-detection with canvas.requestPaint, HTMLSource for a live, repainting element kept interactive in the browser (autoLayout/autoUpdate/autoRequestPaint, requestPaint, isReady, the direct-child-of-canvas + layoutsubtree requirement), ElementImageSource for an immutable captureElementImage() snapshot (autoClose, ready immediately), using the source on a Sprite/Texture/Mesh, fallback-only auto-detection via Texture.from at priority -10, and destroy/cleanup. Triggers on: HTMLSource, ElementImageSource, pixi.js/html-source, requestPaint, captureElementImage, ElementImage, layoutsubtree, autoRequestPaint, autoUpdate, autoClose, HTML in canvas, render DOM to texture, HTMLSourceOptions, ElementImageSourceOptions, HTMLSourceCanvas, experimental.

773 installsAudited
PR

product-management

vasilyu1983/ai-agents-public

Founder-PM toolkit for discovery, roadmaps, prioritization, and PMF measurement. Use when planning product strategy, metrics, or roadmaps.

773 installs
RE

react-testing

affaan-m/ecc

React component testing with React Testing Library, Vitest/Jest, MSW for network mocking, accessibility assertions with axe, and the decision boundary between component tests and Playwright/Cypress end-to-end runs. Use when writing or fixing tests for React components, hooks, or pages.

773 installsAudited