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
INincident-response logo

incident-response

Official
anthropics/knowledge-work-plugins

Manage incidents from detection through postmortem with triage, communication, and blameless analysis.

3.7k installsAudited
SHshopify-expert logo

shopify-expert

jeffallan/claude-skills

Build and debug Shopify themes, apps, and headless storefronts with Liquid, GraphQL, and Shopify CLI.

3.7k installsAudited
INinterview-me logo

interview-me

addyosmani/agent-skills

Uncover what users actually want through focused one-question-at-a-time interviews before building.

3.7k installsAudited
SKskill-development logo

skill-development

Official
anthropics/claude-plugins-official

Create and structure effective skills for Claude Code plugins with guidance on workflows, resources, and best practices.

3.7k installs
CM

cmux-browser

manaflow-ai/cmux

Browser automation for cmux webviews: open sites, interact with pages, wait for changes, extract data.

3.7k installs
CCccc logo

ccc

cocoindex-io/cocoindex-code

Semantic code search and indexing for your codebase with automatic index management.

3.7k installsAudited
UIui-demo logo

ui-demo

affaan-m/everything-claude-code

Record polished UI demo videos with Playwright, cursor overlay, and natural pacing.

3.7k installs
FIfigma logo

figma

Official
openai/skills

Fetch design context, screenshots, and assets from Figma and translate designs into production code.

3.7k installs
STsteve-jobs-perspective logo

steve-jobs-perspective

alchaincyf/steve-jobs-skill

Think and communicate like Steve Jobs—frameworks for product vision, design decisions, and leadership.

3.7k installs
MAmanim-video logo

manim-video

affaan-m/everything-claude-code

Build animated technical explainers with Manim for graphs, diagrams, and system walkthroughs.

3.7k installsAudited
SAsarif-parsing logo

sarif-parsing

trailofbits/skills

Parse and process SARIF files from static analysis tools for filtering, deduplication, and CI/CD integration.

3.7k installsAudited
LOlogging-best-practices logo

logging-best-practices

boristane/agent-skills

Structured logging via wide events for powerful debugging and analytics

3.6k installs
EXexplore-data logo

explore-data

Official
anthropics/knowledge-work-plugins

Profile and explore datasets to understand structure, quality, and patterns before analysis.

3.6k installsAudited
DEdebug logo

debug

Official
anthropics/knowledge-work-plugins

Structured debugging session to reproduce, isolate, diagnose, and fix issues systematically.

3.6k installsAudited
GAgame-changing-features logo

game-changing-features

softaworks/agent-toolkit

Find 10x product opportunities and high-leverage improvements through strategic thinking.

3.6k installsAudited
MAmarimo-notebook logo

marimo-notebook

marimo-team/skills

Write interactive Python notebooks with marimo's cell-based format and automatic dependency tracking.

3.6k installsAudited
SPspec-to-code-compliance logo

spec-to-code-compliance

trailofbits/skills

Verify blockchain code implements exactly what documentation specifies for audit compliance.

3.6k installs
BLblock-no-verify-hook logo

block-no-verify-hook

wshobson/agents

Block AI agents from bypassing git pre-commit hooks with --no-verify and similar flags.

3.6k installsAudited
CUcustomer-billing-ops logo

customer-billing-ops

affaan-m/everything-claude-code

Manage customer billing workflows—subscriptions, refunds, churn, and plan analysis—via Stripe and billing tools.

3.6k installs
BEbetter-icons logo

better-icons

Official
better-auth/better-icons

Search and retrieve SVGs from 200+ icon libraries via Iconify CLI and MCP server.

3.6k installsAudited
IMimage-taste-frontend logo

image-taste-frontend

leonxlnx/taste-skill

Generate design images first, then implement websites that match them pixel-perfectly with premium art direction.

3.6k installsAudited
ANanalyze logo

analyze

Official
anthropics/knowledge-work-plugins

Answer data questions from quick lookups to formal analyses using SQL and connected data warehouses.

3.6k installsAudited
ACacademic-pipeline logo

academic-pipeline

imbad0202/academic-research-skills

End-to-end academic research orchestrator: research → write → integrity check → review → revise → finalize with mandatory quality gates.

3.6k installs
STstep-parts logo

step-parts

earthtojake/text-to-cad

Search and download off-the-shelf CAD parts from step.parts catalog—actuators, motors, connectors, fasteners, and more.

3.6k installs
NAnaming-analyzer logo

naming-analyzer

softaworks/agent-toolkit

Suggest better variable, function, and class names based on context and conventions.

3.6k installsAudited
VEvercel-cli logo

vercel-cli

Official
vercel/vercel

Deploy, manage, and troubleshoot Vercel projects from the command line.

3.6k installs
DEdeep-research logo

deep-research

shubhamsaboo/awesome-llm-apps

Comprehensive research assistant that synthesizes information from multiple sources with citations.

3.6k installsAudited
SEsemgrep-rule-creator logo

semgrep-rule-creator

trailofbits/skills

Create production-quality Semgrep rules for detecting security vulnerabilities and code patterns.

3.6k installs
SWswift-testing-expert logo

swift-testing-expert

avdlee/swift-testing-agent-skill

Expert guidance for writing, migrating, and debugging Swift tests with modern Swift Testing APIs.

3.6k installsAudited
TEtelegram-bot logo

telegram-bot

claude-office-skills/skills

Build Telegram bots for chatbots, notifications, AI assistants, and group automation

3.6k installs