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
CLcloud-create-project logo

cloud-create-project

elastic/agent-skills

Create Elastic Cloud Serverless projects (Elasticsearch, Observability, Security) and bootstrap API keys.

1.4k installs
MImicrosoft-sharepoint logo

microsoft-sharepoint

membranedev/application-skills

Connect to Microsoft SharePoint for document management, file storage, and team collaboration.

1.4k installs
MAmarketing-psychology logo

marketing-psychology

nexu-io/open-design

Apply psychological principles and behavioral science to copy, design, and pricing.

1.4k installsAudited
APapp-store-preflight-skills logo

app-store-preflight-skills

truongduy2611/app-store-preflight-skills

Scan iOS/macOS Xcode projects for App Store rejection patterns before submission.

1.4k installs
UNunit-test-utility-methods logo

unit-test-utility-methods

giuseppe-trisciuoglio/developer-kit

Test patterns for utility classes, static methods, and pure functions with edge case coverage.

1.4k installs
LAlangchain4j-tool-function-calling-patterns logo

langchain4j-tool-function-calling-patterns

giuseppe-trisciuoglio/developer-kit

Annotate Java methods as LLM-callable tools, register with AiServices, and handle execution errors in LangChain4j agents.

1.4k installs
UNunit-test-security-authorization logo

unit-test-security-authorization

giuseppe-trisciuoglio/developer-kit

Unit test Spring Security authorization with @PreAuthorize, @Secured, and role-based access control patterns.

1.4k installs
SCscvi-tools logo

scvi-tools

Official
anthropics/knowledge-work-plugins

Deep learning for single-cell analysis: batch correction, integration, and multi-modal workflows with scvi-tools.

1.4k installs
SFsf-flow logo

sf-flow

jaganpro/sf-skills

Create and validate Salesforce Flows with 110-point scoring across 6 categories.

1.4k installs
PRpr-review logo

pr-review

minimax-ai/skills

Validate and review pull requests for MiniMax Skills repository compliance.

1.4k installsAudited
OBobservability-edot-java-instrument logo

observability-edot-java-instrument

elastic/agent-skills

Instrument Java applications with Elastic's OpenTelemetry agent for automatic tracing, metrics, and logs.

1.4k installs
INinstrument-data-to-allotrope logo

instrument-data-to-allotrope

Official
anthropics/knowledge-work-plugins

Convert laboratory instrument files to standardized Allotrope Simple Model (ASM) JSON or CSV for LIMS and data systems.

1.4k installs
ARarize-dataset logo

arize-dataset

arize-ai/arize-skills

Create, manage, and query Arize datasets and examples for evaluation and testing.

1.4k installs
LElean-ux-canvas logo

lean-ux-canvas

deanpeters/product-manager-skills

Guide teams through Lean UX Canvas v2 to frame problems, surface assumptions, and define learning goals before building.

1.4k installs
LAlangchain4j-rag-implementation-patterns logo

langchain4j-rag-implementation-patterns

giuseppe-trisciuoglio/developer-kit

RAG implementation patterns with LangChain4j for Java: document ingestion, embeddings, and semantic search.

1.4k installs
SHshadertoy logo

shadertoy

bfollington/terma

GLSL fragment shader development for Shadertoy and WebGL procedural graphics.

1.4k installsAudited
IOios-swift-development logo

ios-swift-development

aj-geddes/useful-ai-prompts

Develop native iOS apps with Swift, SwiftUI, MVVM, and modern async patterns.

1.4k installsAudited
UNunit-test-exception-handler logo

unit-test-exception-handler

giuseppe-trisciuoglio/developer-kit

Unit test patterns for Spring Boot @ExceptionHandler and @ControllerAdvice with MockMvc

1.4k installsAudited
ARarize-experiment logo

arize-experiment

arize-ai/arize-skills

Create, run, and analyze Arize experiments to evaluate and compare model performance.

1.4k installs
SHshadcn-ui logo

shadcn-ui

nexu-io/open-design

Build accessible UI components with shadcn/ui integrated into the Stitch design loop.

1.4k installsAudited
CLcloud-access-management logo

cloud-access-management

elastic/agent-skills

Manage Elastic Cloud organization access: invite users, assign roles, and control API keys.

1.4k installs
FEfeishu-lark logo

feishu-lark

openclaudia/openclaudia-skills

Send messages and interactive cards to Feishu/Lark channels via webhooks or Bot API.

1.4k installsAudited
MAmapbox-web-performance-patterns logo

mapbox-web-performance-patterns

Official
mapbox/mapbox-agent-skills

Performance optimization patterns for Mapbox GL JS web applications, prioritized by user experience impact.

1.4k installs
AGAgentic UX Design - Relationship-Centric Interfaces logo

Agentic UX Design - Relationship-Centric Interfaces

bencium/bencium-marketplace

Design AI-first interfaces that build lasting relationships through memory, trust evolution, and collaborative planning.

1.4k installsAudited
SEself-improvement logo

self-improvement

pskoett/pskoett-ai-skills

Capture learnings, errors, and feature requests to enable continuous improvement and knowledge promotion.

1.4k installsAudited
HAhard-call logo

hard-call

alirezarezvani/claude-skills

Framework for irreversible decisions with no good options—use 10/10/10, reversibility test, and regret minimization.

1.4k installsAudited
MEmemory-optimize logo

memory-optimize

kochetkov-ma/claude-brewcode

Optimize Claude Code memory files in 4 interactive steps, reducing token count by 30-50%.

1.4k installs
LAlangchain4j-spring-boot-integration logo

langchain4j-spring-boot-integration

giuseppe-trisciuoglio/developer-kit

Integrate LangChain4j with Spring Boot using declarative AI Services, auto-configuration, and dependency injection.

1.4k installs
BRbranding logo

branding

kostja94/marketing-skills

Define and audit brand strategy—purpose, values, positioning, storytelling, voice, and narrative.

1.4k installsAudited
TRtroubleshooting-s3-files logo

troubleshooting-s3-files

aws/agent-toolkit-for-aws

Diagnose and resolve Amazon S3 Files mount failures, permissions, sync, and performance issues.

1.4k installs