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
ZOzoom-out logo

zoom-out

mattpocock/skills

Get a high-level map of code structure and how components fit together.

222k installsAudited
SIsimple logo

simple

roin-orca/skills

Streamlined brainstorming for design decisions—move from idea to approved direction fast.

216k installs
GPgpt-image-2 logo

gpt-image-2

doany-ai/skills

Generate and edit images with OpenAI GPT Image 2 on RunComfy—best for embedded text, logos, and directive precision.

215k installs
SH

shadcn

shadcn/ui

Manage shadcn/ui components, projects, and design systems with CLI-driven component addition and composition.

213k installs
JUjust-scrape logo

just-scrape

scrapegraphai/just-scrape

Search, scrape, crawl, and extract structured data from web pages via ScrapeGraph AI CLI.

211k installs
AZazure-cost-optimization logo

azure-cost-optimization

Official
microsoft/azure-skills

Identify Azure cost savings from usage data and orphaned resources.

208k installsAudited
DEdevelop-userscripts logo

develop-userscripts

xixu-me/skills

Build, debug, and publish Tampermonkey and ScriptCat userscripts with proper metadata, permissions, and runtime selection.

206k installs
DEdesign-taste-frontend logo

design-taste-frontend

leonxlnx/taste-skill

Anti-slop frontend skill for landing pages, portfolios, and redesigns that infer design direction and avoid templated output.

200k installsAudited
CAcaveman-commit logo

caveman-commit

juliusbrussee/caveman

Ultra-compressed commit messages in Conventional Commits format—terse, exact, why-focused.

197k installsAudited
FIfind-skills logo

find-skills

agentspace-so/skills

Search every major skill registry at once to find the right agent skill for any task.

195k installs
CAcaveman-review logo

caveman-review

juliusbrussee/caveman

Ultra-compressed code review comments: location, problem, fix. One line per finding.

195k installs
CAcaveman-compress logo

caveman-compress

juliusbrussee/caveman

Compress memory files into caveman-speak to save input tokens while preserving code and structure.

193k installs
CAcaveman-help logo

caveman-help

juliusbrussee/caveman

Quick-reference card for caveman modes, skills, and commands—display on demand.

188k installsAudited
IMimpeccable logo

impeccable

pbakaus/impeccable

Design and iterate production-grade frontend interfaces with real working code and exceptional craft.

176k installs
AIairunway-aks-setup logo

airunway-aks-setup

Official
microsoft/azure-skills

Set up AI Runway on AKS from bare cluster to running model in six steps.

169k installsAudited
SYsystematic-debugging logo

systematic-debugging

obra/superpowers

Find root cause before fixing—systematic debugging prevents wasted effort and masked problems.

166k installsAudited
WRwriting-plans logo

writing-plans

obra/superpowers

Create detailed implementation plans for multi-step tasks before writing code.

164k installsAudited
USusing-superpowers logo

using-superpowers

obra/superpowers

Establish skill-first workflow—invoke relevant skills before any response, even with 1% applicability.

164k installs
PPpptx logo

pptx

Official
anthropics/skills

Create, read, edit, and manipulate PowerPoint presentations programmatically.

163k installsAudited
HIhigh-end-visual-design logo

high-end-visual-design

leonxlnx/taste-skill

Design like a $150k+ agency with premium fonts, haptic depth, and fluid motion—blocks cheap defaults.

160k installsAudited
REredesign-existing-projects logo

redesign-existing-projects

leonxlnx/taste-skill

Audit and upgrade existing websites to premium quality by eliminating generic AI patterns and applying high-end design standards.

157k installsAudited
VEvercel-react-native-skills logo

vercel-react-native-skills

Official
vercel-labs/agent-skills

React Native and Expo best practices for performant mobile apps, animations, and native integrations.

154k installs
SEseo-audit logo

seo-audit

coreyhaines31/marketingskills

Diagnose and fix SEO issues: crawlability, indexation, speed, mobile-friendliness, and technical foundations.

149k installs
RErequesting-code-review logo

requesting-code-review

obra/superpowers

Dispatch a code reviewer subagent to catch issues before they cascade.

148k installsAudited
TEtest-driven-development logo

test-driven-development

obra/superpowers

Write tests first, watch them fail, then implement—the disciplined way to build reliable code.

147k installsAudited
MIminimalist-ui logo

minimalist-ui

leonxlnx/taste-skill

Clean editorial-style interfaces with warm monochrome palette, typographic contrast, and flat bento grids.

147k installsAudited
PDpdf logo

pdf

Official
anthropics/skills

Read, extract, merge, split, and create PDF files with Python and command-line tools.

146k installs
CAcavecrew logo

cavecrew

juliusbrussee/caveman

Delegate to compressed subagents—investigator, builder, reviewer—to keep main context lean across long sessions.

146k installsAudited
CAcaveman-stats logo

caveman-stats

juliusbrussee/caveman

Display real token usage and estimated savings for your Claude Code session.

146k installsAudited
HYhyperframes logo

hyperframes

heygen-com/hyperframes

Router and entry skill for video authoring—renders video from HTML with intent-based workflow selection.

145k installs