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
QIqiaomu-markdown-proxy logo

qiaomu-markdown-proxy

joeseesun/markdown-proxy

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732 installs
AIairflow-hitl logo

airflow-hitl

Official
astronomer/agents

Use when the user needs human-in-the-loop workflows in Airflow (approval/reject, form input, or human-driven branching). Covers ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator, HITLTrigger. Requires Airflow 3.1+. Does not cover AI/LLM calls (see airflow-ai).

732 installs
AUauth0-express logo

auth0-express

Official
auth0/agent-skills

>

732 installs
GOgo-functional-options logo

go-functional-options

cxuu/golang-skills

Use when designing a Go constructor or factory function with optional configuration — especially with 3+ optional parameters or extensible APIs. Also use when building a New* function that takes many settings, even if they don't mention "functional options" by name. Does not cover general function design (see go-functions).

732 installsAudited
BAbackend-dev-guidelines logo

backend-dev-guidelines

Official
langfuse/langfuse

Shared backend guide for Langfuse's Next.js, tRPC, BullMQ, and TypeScript monorepo. Use when creating or reviewing tRPC routers, public REST endpoints, BullMQ queue processors, backend services, middleware, Prisma or ClickHouse data access, OpenTelemetry instrumentation, Zod validation, env configuration, or backend tests across web, worker, or packages/shared.

732 installs
OPopportunity-framework logo

opportunity-framework

owl-listener/designer-skills

Identify, evaluate, and prioritize design opportunities using impact-effort frameworks and strategic criteria.

732 installsAudited
CLclaude-better-cli logo

claude-better-cli

aradotso/trending-skills

Compatibility-first Claude CLI reimplementation with faster startup, lower memory, and drop-in command compatibility

732 installs
VEverification-before-completion logo

verification-before-completion

jnmetacode/superpowers-zh

在宣称工作完成、已修复或测试通过之前使用,在提交或创建 PR 之前——必须运行验证命令并确认输出后才能声称成功;始终用证据支撑断言

732 installsAudited
APapi-contract-testing logo

api-contract-testing

aj-geddes/useful-ai-prompts

>

732 installsAudited
LElearn-docker-k8s-game logo

learn-docker-k8s-game

aradotso/trending-skills

Interactive AI-driven game for learning Docker, Linux, networking, and Kubernetes through story-driven challenges in your AI editor.

732 installs
MSmsbuild-antipatterns logo

msbuild-antipatterns

dotnet/skills

Catalog of MSBuild anti-patterns with detection rules and fix recipes. USE FOR: reviewing, auditing, or cleaning up .csproj, .vbproj, .fsproj, .props, .targets, or .proj files. Each anti-pattern has a symptom, explanation, and concrete BAD→GOOD transformation. Covers Exec-instead-of-built-in-task, unquoted conditions, hardcoded paths, restating SDK defaults, scattered package versions, and more. DO NOT USE FOR: non-MSBuild build systems (npm, Maven, CMake, etc.), project migration to SDK-style (use msbuild-modernization).

732 installsAudited
WRwrite-tests logo

write-tests

neolabhq/context-engineering-kit

Add missing test coverage for your local code changes by generating new test files (covers uncommitted and untracked changes, or the latest commit if everything is committed). Use when you want write tests for new logic or increase test coverage.

732 installsAudited
SYsystematic-debugging logo

systematic-debugging

jnmetacode/superpowers-zh

遇到任何 bug、测试失败或异常行为时使用,在提出修复方案之前执行

732 installs
COcontent-pattern-analyzer-sms logo

content-pattern-analyzer-sms

blacktwist/social-media-skills

When the user wants to find patterns in what content works and what doesn't. Also use when the user mentions 'what's working,' 'content patterns,' 'best topics,' 'best format,' 'best time to post,' 'analyze my content,' 'do more of,' 'do less of,' or 'what should I change.' For raw metrics, see performance-analyzer-sms. For audience-specific analysis, see audience-growth-tracker-sms. For actionable recommendations, see optimization-advisor-sms.

731 installs
CAcanva-creator logo

canva-creator

Official
anthropics/knowledge-work-plugins

>

731 installsAudited
GOgo-data-structures logo

go-data-structures

cxuu/golang-skills

Use when working with Go slices, maps, or arrays — choosing between new and make, using append, declaring empty slices (nil vs literal for JSON), implementing sets with maps, and copying data at boundaries. Also use when building or manipulating collections, even if the user doesn't ask about allocation idioms. Does not cover concurrent data structure safety (see go-concurrency).

731 installsAudited
CTctv-ads logo

ctv-ads

kostja94/marketing-skills

When the user wants to run CTV, OTT, or streaming TV ads. Also use when the user mentions "CTV ads," "connected TV," "OTT advertising," "streaming ads," "TV ads," "Hulu ads," "Roku ads," "YouTube TV ads," or "programmatic TV." For paid mix, use paid-ads-strategy.

731 installsAudited
DEdesign-review-process logo

design-review-process

owl-listener/designer-skills

Establish design review gates with criteria, checklists, and approval workflows.

731 installsAudited
MIministack-aws-emulator logo

ministack-aws-emulator

aradotso/trending-skills

MiniStack is a free, open-source local AWS emulator (LocalStack replacement) that emulates 25+ AWS services on a single port with no account or license required.

731 installs
MAmarket-breadth-analyzer logo

market-breadth-analyzer

tradermonty/claude-trading-skills

Quantifies market breadth health using TraderMonty's public CSV data. Generates a 0-100 composite score across 6 components (100 = healthy). No API key required. Use when user asks about market breadth, participation rate, advance-decline health, whether the rally is broad-based, or general market health assessment.

730 installs
WRwriting-fragments logo

writing-fragments

vinvcn/mattpocock-skills-zh-cn

Grilling session that mines the user for fragments — heterogeneous nuggets of writing (claims, vignettes, sharp sentences, half-thoughts) — and appends them to a single document as raw material for a future article. Use when the user wants to develop ideas before imposing structure, or mentions "fragments", "ideate", or "raw material" for writing.

730 installsAudited
DEdesign-system-adoption logo

design-system-adoption

owl-listener/designer-skills

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

730 installsAudited
SPspectrum logo

spectrum

photon-hq/skills

>

730 installs
CLclawsec-suite logo

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
GOgo-packages logo

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
TAtanstack-cli logo

tanstack-cli

tanstack-skills/tanstack-skills

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

730 installs
JAjava-maven logo

java-maven

pluginagentmarketplace/custom-plugin-java

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

730 installs
PIpixi-js logo

pixi-js

mindrally/skills

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

730 installs
MUmuapi-instagram-post logo

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
COcommodities-quote logo

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