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
PY

python-background-jobs

wshobson/agents

Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.

7.8k installs
FL

flutter-setting-up-on-windows

Official
flutter/skills

Sets up a Windows environment for Flutter development. Use when configuring a Windows machine to run, build, or deploy Flutter applications for Windows desktop or Android.

7.7k installs
DI

distributed-tracing

wshobson/agents

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.

7.7k installs
FR

framework-selection

Official
langchain-ai/langchain-skills

INVOKE THIS SKILL at the START of any LangChain/LangGraph/Deep Agents project, before writing any agent code. Determines which framework layer is right for the task: LangChain, LangGraph, Deep Agents, or a combination. Must be consulted before other agent skills.

7.7k installsAudited
DA

dart-migrate-to-checks-package

dart-lang/skills

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7.7k installsAudited
SA

saga-orchestration

wshobson/agents

Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services, building event-driven saga coordinators for travel booking systems that must roll back hotel, flight, and car rental reservations atomically, or debugging stuck saga states in production where compensation steps never complete.

7.7k installs
FU

fullstack-developer

shubhamsaboo/awesome-llm-apps

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7.7k installsAudited
CO

council

warpdotdev/common-skills

Run a model-diverse subagent council to investigate the same problem from multiple perspectives, compare findings, and produce a final recommendation. Use this skill whenever the user asks for a council, second opinions, multiple agents/models to evaluate one question, parallel investigation, red-team/blue-team comparison, or help deciding between competing technical approaches.

7.7k installsAudited
SC

screen-reader-testing

wshobson/agents

Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.

7.7k installsAudited
SP

spark-optimization

wshobson/agents

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

7.7k installsAudited
AP

api-security-best-practices

sickn33/antigravity-awesome-skills

Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities

7.7k installs
VU

vue-debug-guides

vuejs-ai/skills

Vue 3 debugging and error handling for runtime errors, warnings, async failures, and SSR/hydration issues. Use when diagnosing or fixing Vue issues.

7.7k installs
HY

hybrid-cloud-networking

wshobson/agents

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.

7.7k installsAudited
AN

anti-reversing-techniques

wshobson/agents

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use this skill when analyzing malware evasion techniques, when implementing anti-debugging protections for CTF challenges, when reverse engineering packed binaries, or when building security research tools that need to detect virtualized environments.

7.7k installs
SA

sast-configuration

wshobson/agents

Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.

7.7k installsAudited
PA

paypal-integration

wshobson/agents

Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.

7.7k installs
VU

vue-router-best-practices

vuejs-ai/skills

Vue Router 4 patterns, navigation guards, route params, and route-component lifecycle interactions.

7.7k installsAudited
PO

postmortem-writing

wshobson/agents

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

7.7k installsAudited
BI

binary-analysis-patterns

wshobson/agents

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

7.7k installsAudited
TU

turborepo-caching

wshobson/agents

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

7.7k installs
PY

python-resource-management

wshobson/agents

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

7.6k installs
FL

flutter-setting-up-on-linux

Official
flutter/skills

Sets up a Linux environment for Flutter development. Use when configuring a Linux machine to run, build, or deploy Flutter applications.

7.6k installs
PR

projection-patterns

wshobson/agents

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

7.6k installsAudited
DA

dart-build-cli-app

dart-lang/skills

Entrypoint structure, exit codes, cross-platform scripts. Use when building command line utilities, scripts, or applications.

7.6k installsAudited
OK

okx-cex-portfolio

okx/agent-skills

This skill should be used when the user asks about 'account balance', 'how much USDT do I have', 'my funding account', 'show my positions', 'open positions', 'position P&L', 'unrealized PnL', 'closed positions', 'position history', 'realized PnL', 'account bills', 'transaction history', 'trading fees', 'fee tier', 'account config', 'max order size', 'how much can I buy', 'withdrawable amount', 'transfer funds', 'move USDT to trading account', or 'switch position mode'. Also use for '总资产', 'full balance', 'all assets', 'total holdings', 'net worth', 'how much do I have in total', 'show all my balances', 'all account balances', 'asset overview'. Requires API credentials. Do NOT use for market prices (use okx-cex-market), placing/cancelling orders (use okx-cex-trade), or grid/DCA bots (use okx-cex-bot).

7.6k installs
SW

swiftui-performance-audit

dimillian/skills

Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps, and to provide guidance for user-run Instruments profiling when code review alone is insufficient.

7.6k installsAudited
CH

check-impl-against-spec

warpdotdev/common-skills

Compare a pull request's implementation against spec context in spec_context.md and feed any material mismatches into review.json. Use during PR review when approved or repository spec context is available.

7.6k installsAudited
EM

employment-contract-templates

wshobson/agents

Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation.

7.6k installsAudited
CR

create-adaptable-composable

vuejs-ai/skills

Create a library-grade Vue composable that accepts maybe-reactive inputs (MaybeRef / MaybeRefOrGetter) so callers can pass a plain value, ref, or getter. Normalize inputs with toValue()/toRef() inside reactive effects (watch/watchEffect) to keep behavior predictable and reactive. Use this skill when user asks for creating adaptable or reusable composables.

7.6k installsAudited
TY

typescript-react-reviewer

dotneet/claude-code-marketplace

Expert code reviewer for TypeScript + React 19 applications. Use when reviewing React code, identifying anti-patterns, evaluating state management, or assessing code maintainability. Triggers: code review requests, PR reviews, React architecture evaluation, identifying code smells, TypeScript type safety checks, useEffect abuse detection, state management review.

7.6k installsAudited