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
DE

design-system-adoption

owl-listener/designer-skills

Create adoption strategies and materials to drive design system usage across teams.

730 installsAudited
SP

spectrum

photon-hq/skills

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730 installs
CL

clawsec-suite

prompt-security/clawsec

ClawSec suite manager with embedded advisory-feed monitoring, cryptographic signature verification, approval-gated malicious-skill response, and guided setup for additional security skills.

730 installs
GO

go-packages

cxuu/golang-skills

Use when creating Go packages, organizing imports, managing dependencies, or deciding how to structure Go code into packages. Also use when starting a new Go project or splitting a growing codebase into packages, even if the user doesn't explicitly ask about package organization. Does not cover naming individual identifiers (see go-naming).

730 installsAudited
TA

tanstack-cli

tanstack-skills/tanstack-skills

Project scaffolding CLI with 30+ integrations, custom templates, and MCP server for AI agents.

730 installs
JA

java-maven

pluginagentmarketplace/custom-plugin-java

Master Apache Maven - POM configuration, plugins, lifecycle, dependency management

730 installs
PI

pixi-js

mindrally/skills

Expert guidance for Pixi.js game development with TypeScript, focusing on high-performance web and mobile games

730 installs
MU

muapi-instagram-post

samuraigpt/generative-media-skills

Create a polished, on-brand Instagram post — square or portrait hero image with matching caption and hashtags.

730 installsAudited
CO

commodities-quote

octagonai/skills

Retrieve real-time commodity price quotes using Octagon MCP. Use when checking current commodity prices, analyzing day ranges, comparing to moving averages, and tracking precious metals, energy, and agricultural commodity prices.

729 installs
QU

quality-manager-qmr

alirezarezvani/claude-skills

Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2. Use when leading management reviews, setting quality policy and objectives, monitoring quality KPIs and cost of quality, or exercising QMR governance and regulatory oversight responsibilities.

729 installs
TE

template-page-generator

kostja94/marketing-skills

When the user wants to design template pages—aggregation (gallery/hub) or detail (individual template). Also use when the user mentions "template page," "template gallery," "template hub," "template detail page," "template marketplace," "programmatic template," "CMS templates," "design templates," "vibe coding templates," "UI templates," "template for users to use," or "template + data pages." For SEO-at-scale strategy (data-driven URL sets), use programmatic-seo.

729 installsAudited
GO

go-control-flow

cxuu/golang-skills

Use when writing conditionals, loops, or switch statements in Go — including if with initialization, early returns, for loop forms, range, switch, type switches, and blank identifier patterns. Also use when writing a simple if/else or for loop, even if the user doesn't mention guard clauses or variable scoping. Does not cover error flow patterns (see go-error-handling).

729 installsAudited
NE

netlify-edge-functions

netlify/context-and-tools

Guide for writing Netlify Edge Functions. Use when building middleware, geolocation-based logic, request/response manipulation, authentication checks, A/B testing, or any low-latency edge compute. Covers Deno runtime, context.next() middleware pattern, geolocation, and when to choose edge vs serverless.

729 installsAudited
LI

list

kostja94/marketing-skills

When the user wants to design, optimize, or audit list layouts for content display. Also use when the user mentions "list layout," "list design," "vertical list," "stacked list," "blog list," "article list," "documentation list," "search results layout," or "infinite scroll list." For blog index page, use blog-page-generator.

729 installsAudited
CR

creating-openlineage-extractors

Official
astronomer/agents

Create custom OpenLineage extractors for Airflow operators. Use when the user needs lineage from unsupported or third-party operators, wants column-level lineage, or needs complex extraction logic beyond what inlets/outlets provide.

728 installs
VE

version-control-strategy

owl-listener/designer-skills

Define version control strategies for design files, components, and libraries.

728 installsAudited
DO

do-competitively

neolabhq/context-engineering-kit

Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis

728 installs
AN

analyze-issue

neolabhq/context-engineering-kit

Analyze a GitHub issue and create a detailed technical specification

728 installs
TE

test-prompt

neolabhq/context-engineering-kit

Use when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR cycle to prompt engineering using subagents for isolated testing

728 installsAudited
WR

writing-beats

vinvcn/mattpocock-skills-zh-cn

Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.

728 installsAudited
NE

netlify-frameworks

netlify/context-and-tools

Guide for deploying web frameworks on Netlify. Use when setting up a framework project (Vite/React, Astro, TanStack Start, Next.js, Nuxt, SvelteKit, Remix) for Netlify deployment, configuring adapters or plugins, or troubleshooting framework-specific Netlify integration. Covers what Netlify needs from each framework and how adapters handle server-side rendering.

728 installsAudited
AR

architecture-patterns

sickn33/antigravity-awesome-skills

Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.

728 installsAudited
NE

networkx

k-dense-ai/scientific-agent-skills

Create, analyze, and visualize complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks (random, scale-free, small-world), reading/writing graph file formats, or drawing network topologies. Common applications include social, biological, transportation, and citation networks.

727 installs
MA

malware-warning-bitdefender-crack

aradotso/security-skills

WARNING - This repository distributes malware disguised as pirated Bitdefender antivirus software

727 installs
AV

avoid-ai-writing

conorbronsdon/avoid-ai-writing

Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for AI tells," or "make this sound less like AI." Supports a detect-only mode, an edit-in-place mode for files, an optional voice profile (casual / professional / technical / warm / blunt), and an iterate-to-convergence pass.

727 installs
WI

wildworld-dataset

aradotso/trending-skills

WildWorld large-scale action-conditioned world modeling dataset with 108M+ frames from a photorealistic ARPG game, featuring per-frame annotations, 450+ actions, and explicit state information for generative world modeling research.

727 installsAudited
CR

create-rule

neolabhq/context-engineering-kit

Use when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say "You absolutly right, I should have done it differently." -> need create rule for this issue so it not appears again.

727 installsAudited
MA

masonry

kostja94/marketing-skills

When the user wants to design, optimize, or audit masonry (Pinterest-style) layouts for content display. Also use when the user mentions "masonry layout," "masonry grid," "Pinterest layout," "waterfall layout," "brick layout," "varying height grid," "gallery layout," or "masonry SEO." For crawl and scroll UX, use site-crawlability.

727 installsAudited
MI

microsoft-outlook

membranedev/application-skills

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726 installsAudited
PR

press-coverage-page-generator

kostja94/marketing-skills

When the user wants to create a press coverage page, "As Seen In" section, or media mentions aggregation. Also use when the user mentions "press coverage," "media mentions," "as seen in," "as featured in," "in the news," "press mentions," "media coverage page," or "trusted by publications." For pitching journalists and press releases, use public-relations.

726 installsAudited