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
BUbusiness-health-diagnostic logo

business-health-diagnostic

deanpeters/product-manager-skills

Diagnose SaaS business health across growth, retention, unit economics, and capital efficiency.

1.5k installsAudited
IRiros-registry-automation logo

iros-registry-automation

nomadamas/k-skill

Automate Korean IROS registry certificate cart preparation while keeping login, payment, and sensitive data handling manual and secure.

1.5k installs
AGagent-hooks logo

agent-hooks

starchild-ai-agent/official-skills

Manage shell hooks to block, rewrite, or warn on agent actions at lifecycle points via the /hooks command.

1.5k installs
TOto-issues logo

to-issues

vinvcn/mattpocock-skills-zh-cn

Break plans into vertical-slice issues for your issue tracker using tracer-bullet methodology.

1.5k installs
TUtutor-setup logo

tutor-setup

roundtable02/tutor-skills

Transform PDFs, code, or web sources into an interactive Obsidian StudyVault with practice questions and architecture guides.

1.5k installs
FSfsharp-testing logo

fsharp-testing

affaan-m/everything-claude-code

F# testing patterns with xUnit, FsUnit, Unquote, and FsCheck property-based testing.

1.5k installsAudited
FLflutter-dev logo

flutter-dev

minimax-ai/skills

Flutter cross-platform development guide with state management, navigation, and performance optimization patterns.

1.5k installsAudited
SPspring-boot-crud-patterns logo

spring-boot-crud-patterns

giuseppe-trisciuoglio/developer-kit

Generate complete CRUD workflows for Spring Boot 3 services with DDD-inspired architecture and REST APIs.

1.5k installs
EPepic-breakdown-advisor logo

epic-breakdown-advisor

deanpeters/product-manager-skills

Break down epics into user stories using Humanizing Work's 9 splitting patterns.

1.5k installsAudited
DOdouyin-viral-content logo

douyin-viral-content

vickyhan924/self-media-script

Automatically generate 5-star Douyin viral copy by analyzing history, applying 9 success factors, and iterating until perfect.

1.5k installs
SAsaas-economics-efficiency-metrics logo

saas-economics-efficiency-metrics

deanpeters/product-manager-skills

Evaluate SaaS unit economics and capital efficiency to determine if your business model can scale sustainably.

1.5k installs
QUquarkus-verification logo

quarkus-verification

affaan-m/everything-claude-code

Comprehensive verification pipeline for Quarkus projects: build, analysis, tests, security scans, native compilation, and health checks.

1.4k installsAudited
GTgtm-ai-gtm logo

gtm-ai-gtm

Official
github/awesome-copilot

Enterprise GTM playbook for AI agents: positioning, pricing, and handling the real objection—accountability, not accuracy.

1.4k installsAudited
RUrunning-effective-1-1s logo

running-effective-1-1s

refoundai/lenny-skills

Coach managers to run effective 1:1s using frameworks from 7 product leaders.

1.4k installs
D3d3-visualization logo

d3-visualization

nexu-io/open-design

Teach agents to create complex D3.js charts and interactive data visualizations.

1.4k installsAudited
BEbeachhead-segment logo

beachhead-segment

phuryn/pm-skills

Identify your first winning market segment using burning pain, willingness to pay, winnability, and referral potential.

1.4k installsAudited
REretro logo

retro

phuryn/pm-skills

Facilitate structured sprint retrospectives with themed feedback, analysis, and prioritized action items.

1.4k installsAudited
DOdogfooding logo

dogfooding

refoundai/lenny-skills

Help teams implement effective dogfooding to build deeper product empathy and catch real user pain points.

1.4k installs
TUturborepo-monorepo logo

turborepo-monorepo

giuseppe-trisciuoglio/developer-kit

Comprehensive Turborepo monorepo management for TypeScript/JavaScript projects with workspace setup, task configuration, and CI/CD optimization.

1.4k installs
CRcreating-secrets-using-best-practices logo

creating-secrets-using-best-practices

aws/agent-toolkit-for-aws

Create and manage AWS Secrets Manager secrets with production-grade security controls and best practices.

1.4k installs
SCscientific-problem-selection logo

scientific-problem-selection

Official
anthropics/knowledge-work-plugins

Systematic framework for research problem selection, project ideation, and strategic scientific decision-making.

1.4k installs
DIdingtalk-message logo

dingtalk-message

breath57/dingtalk-skills

Send DingTalk messages via Webhook robots, enterprise apps, work notifications, and more.

1.4k installs
MAmapbox-web-integration-patterns logo

mapbox-web-integration-patterns

Official
mapbox/mapbox-agent-skills

Official Mapbox GL JS integration patterns for React, Vue, Svelte, and Angular with best practices for setup, lifecycle, and token handling.

1.4k installsAudited
MAmarketplace-liquidity logo

marketplace-liquidity

refoundai/lenny-skills

Build and manage two-sided marketplace liquidity by diagnosing constraints and optimizing supply-demand balance.

1.4k installs
EXexploratory-data-analysis logo

exploratory-data-analysis

davila7/claude-code-templates

Automated exploratory analysis for 200+ scientific data formats with format-specific insights and quality reports.

1.4k installs
AWaws-solution-architect logo

aws-solution-architect

alirezarezvani/claude-skills

Design serverless AWS architectures and generate IaC templates for startups with cost optimization.

1.4k installs
FEfeature-investment-advisor logo

feature-investment-advisor

deanpeters/product-manager-skills

Evaluate feature investments using revenue impact, cost structure, ROI, and strategy to make data-driven build decisions.

1.4k installs
TWtwitter-x-posts logo

twitter-x-posts

kostja94/marketing-skills

Generate publish-ready X (Twitter) posts, threads, and optimized copy for maximum engagement.

1.4k installsAudited
SEsentry-svelte-sdk logo

sentry-svelte-sdk

Official
getsentry/sentry-for-ai

Full Sentry error monitoring, tracing, and session replay for Svelte and SvelteKit applications.

1.4k installs
PNpnpm logo

pnpm

onmax/nuxt-skills

Manage Node.js dependencies with pnpm—monorepos, workspaces, catalogs, and supply chain security.

1.4k installs