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

dev

Official
microsoft/playwright-cli

Development workflows for the playwright-cli repository. Use when the user asks about rolling dependencies, releasing, or other repo maintenance tasks.

2.4k installs
LE

learn-codebase

thedotmack/claude-mem

Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".

2.4k installs
FI

find-skills

bytedance/deer-flow

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

2.4k installs
PR

provider-resources

Official
hashicorp/agent-skills

Implement Terraform Provider resources and data sources using the Plugin Framework. Use when developing CRUD operations, schema design, state management, and acceptance testing for provider resources.

2.4k installs
GE

generating-validation-rule

forcedotcom/sf-skills

Use this skill when users need to create, modify, or validate Salesforce Validation Rules. Trigger when users mention validation rules, field validation, data quality rules, formula validation, error messages, or validation logic. Also use when users encounter validation errors, need to update formulas, or want to enforce business rules at the data layer. Always use this skill for any validation rule work.

2.4k installsAudited
SE

sentry-sdk-setup

Official
getsentry/sentry-for-ai

Set up Sentry in any language or framework. Detects the user's platform and loads the right SDK skill. Use when asked to add Sentry, install an SDK, or set up error monitoring in a project.

2.4k installs
SH

sherpa-onnx-tts

steipete/clawdis

Local text-to-speech via sherpa-onnx (offline, no cloud)

2.4k installsAudited
SW

swift-testing

dpearson2699/swift-ios-skills

Writes and migrates Swift Testing framework tests with @Test, @Suite, #expect, #require, confirmation, traits, withKnownIssue, Attachment.record, processExitsWith exit tests and capture lists, Test.cancel, Issue.record warnings/manual failures, XCTest-to-Swift Testing migration, Xcode 27 interoperability modes, XCUITest UI-test boundaries, performance/snapshot boundaries, mocking, async patterns, and test organization. Use when writing tests, converting XCTest assertions such as XCTUnwrap or XCTFail, reviewing advanced Swift Testing API availability, or deciding when to keep XCTest/XCUITest.

2.4k installsAudited
AU

auth0-quickstart

Official
auth0/agent-skills

>

2.4k installs
AC

academic-writing

jamditis/claude-skills-journalism

Academic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals, conducting research, managing citations, preparing for peer review, choosing OA routes under Plan S / 2026 OSTP Nelson Memo, posting preprints, working with persistent identifiers (ORCID, DOI, ROR), assigning CRediT contributor roles, preregistering analyses on OSF / AsPredicted, or disclosing LLM use to journals and funders. Essential for researchers, graduate students, and academics across disciplines.

2.4k installsAudited
HA

handling-sf-data

forcedotcom/sf-skills

Salesforce data operations with 130-point scoring. Use this skill to create, update, delete, bulk import/export, generate test data, and clean up org records using sf CLI and anonymous Apex. TRIGGER when: user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory patterns for Apex tests, or needs to seed/clean records in a Salesforce org. DO NOT TRIGGER when: SOQL query writing only (use querying-soql), Apex test execution (use running-apex-tests), or metadata deployment (use deploying-metadata).

2.4k installsAudited
SL

slack-messaging

Official
anthropics/knowledge-work-plugins

Guidance for composing well-formatted, effective Slack messages using mrkdwn syntax

2.4k installs
PL

plannotator-visual-explainer

backnotprop/plannotator

>

2.4k installs
BU

bun-development

sickn33/antigravity-awesome-skills

Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by [oven-sh/bun](https://github.com/oven-sh/bun).

2.4k installs
CO

contacts

joelhooks/joelclaw

Add, enrich, and manage contacts in Joel's Vault. Fire the Inngest enrichment pipeline for full multi-source dossiers, or create quick contacts manually. Use when: 'add a contact', 'enrich this person', 'who is X', 'VIP contact', 'update contact', or any task involving the Vault/Contacts directory.

2.4k installs
BU

building-sf-integrations

forcedotcom/sf-skills

Salesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), data import/export (use handling-sf-data), or CDC channel-membership metadata such as PlatformEventChannel, PlatformEventChannelMember, or EnrichedField (use managing-cdc-enablement).

2.4k installs
SK

skill-creator

Official
openai/skills

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.

2.4k installs
CL

claude-history-ingest

ar9av/obsidian-wiki

>

2.4k installsAudited
KH

khazix-writer

kkkkhazix/khazix-skills

|

2.4k installs
RA

rank-local

calm-north/seojuice-skills

>

2.4k installs
SW

swiftdata

dpearson2699/swift-ios-skills

Implement, review, or improve data persistence using SwiftData. Use when defining @Model classes with @Attribute, @Relationship, @Transient, #Unique, or #Index; when querying with @Query, #Predicate, FetchDescriptor, or SortDescriptor; when configuring ModelContainer and ModelContext for SwiftUI or background work with @ModelActor; when planning schema migrations with VersionedSchema and SchemaMigrationPlan; when setting up CloudKit sync with ModelConfiguration; or when coexisting with or migrating from Core Data.

2.4k installsAudited
TH

things-mac

steipete/clawdis

Add, update, list, search, or inspect Things 3 todos, inbox, today, projects, areas, and tags on macOS.

2.4k installs
ST

storekit

dpearson2699/swift-ios-skills

Implement, review, or improve in-app purchases and subscriptions using StoreKit 2. Use when building paywalls with SubscriptionStoreView or ProductView, processing transactions with Product and Transaction APIs, verifying entitlements, handling purchase flows (consumable, non-consumable, auto-renewable), implementing offer codes or promotional/win-back/introductory offers, managing subscription status and renewal state, setting up StoreKit testing with configuration files, or integrating Family Sharing, Ask to Buy, refund handling, and billing retry logic.

2.4k installs
IN

infocard

markdown-viewer/skills

Create editorial-style information cards using HTML/CSS in Markdown. Best for knowledge summaries, data highlights, event announcements, and single-topic content cards with magazine-quality typography.

2.4k installsAudited
SW

swiftui-navigation

dpearson2699/swift-ios-skills

Implement SwiftUI navigation patterns including NavigationStack, NavigationSplitView, sheet presentation, tab-based navigation, and deep linking. Use when building push navigation, programmatic routing, multi-column layouts, modal sheets, tab bars, universal links, or custom URL scheme handling.

2.4k installs
VU

vue-router-best-practices

hyf0/vue-skills

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

2.4k installsAudited
DE

design-system

Official
anthropics/knowledge-work-plugins

Audit, document, or extend your design system. Use when checking for naming inconsistencies or hardcoded values across components, writing documentation for a component's variants, states, and accessibility notes, or designing a new pattern that fits the existing system.

2.4k installsAudited
SW

swift-concurrency

dpearson2699/swift-ios-skills

Resolve Swift concurrency compiler errors, adopt approachable concurrency (SE-0466), and write data-race-safe async code. Use when fixing Sendable conformance errors, actor isolation warnings, or strict concurrency diagnostics; when adopting default MainActor isolation, @concurrent, nonisolated(nonsending), or Task.immediate; when designing actor-based architectures, structured concurrency with TaskGroup, or background work offloading; or when migrating from @preconcurrency to full Swift 6 strict concurrency.

2.4k installs
OP

openhue

steipete/clawdis

Control Philips Hue lights and scenes via the OpenHue CLI.

2.4k installs
TA

tailwindcss

hairyf/skills

Tailwind CSS utility-first CSS framework. Use when styling web applications with utility classes, building responsive designs, or customizing design systems with theme variables.

2.4k installs