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
MAmapbox-mcp-runtime-patterns logo

mapbox-mcp-runtime-patterns

Official
mapbox/mapbox-agent-skills

Integration patterns for Mapbox MCP Server in AI applications and agent frameworks. Covers runtime integration with pydantic-ai, mastra, LangChain, and custom agents. Use when building AI-powered applications that need geospatial capabilities.

738 installs
SSssh logo

ssh

openhands/skills

Establish and manage SSH connections to remote machines, including key generation, configuration, and file transfers. Use when connecting to remote servers, executing remote commands, or transferring files via SCP.

738 installs
DEdesign-rationale logo

design-rationale

owl-listener/designer-skills

Write clear design rationale connecting decisions to user needs, business goals, and principles.

738 installsAudited
SOsolutions-page-generator logo

solutions-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit solutions pages. Also use when the user mentions "solutions," "solutions page," "by industry," "industry solutions," "by company size," "SMB," "enterprise," "by outcome," "business outcomes," or "how we solve X." For sitewide page planning, use website-structure.

738 installsAudited
BRbrainstorming logo

brainstorming

jnmetacode/superpowers-zh

在任何创造性工作之前必须使用此技能——创建功能、构建组件、添加功能或修改行为。在实现之前先探索用户意图、需求和设计。

737 installs
BObootstrap logo

bootstrap

bytedance/deer-flow

>-

737 installsAudited
WHwhy logo

why

neolabhq/context-engineering-kit

Iterative Five Whys root cause analysis drilling from symptoms to fundamentals

737 installsAudited
OBobsidian-vault logo

obsidian-vault

vinvcn/mattpocock-skills-zh-cn

在 Obsidian vault 中使用 wikilinks 和 index notes 搜索、创建并管理 notes。Use when user wants to find, create, or organize notes in Obsidian.

737 installsAudited
APapp-docs logo

app-docs

jezweb/claude-skills

Generate complete user documentation for a web app with screenshots. Browses the app via browser automation, screenshots every screen, and produces a structured user guide with step-by-step instructions, annotated screenshots, workflow diagrams, and reference tables. Supports quick (key screens), standard (all pages), thorough (every state and flow), and exhaustive (publishable documentation suite). Triggers: 'document the app', 'user guide', 'app documentation', 'screenshot docs', 'generate user docs', 'help docs', 'how-to guide', 'write the docs'.

737 installs
ISisms-audit-expert logo

isms-audit-expert

alirezarezvani/claude-skills

Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows.

737 installs
PRpricing logo

pricing

slavingia/skills

Help figure out pricing for a product or service using minimalist entrepreneur principles. Use when someone is setting prices, considering price changes, or struggling with what to charge.

737 installsAudited
GEgesture-patterns logo

gesture-patterns

owl-listener/designer-skills

Design gesture-based interactions for touch and pointer devices.

737 installsAudited
DEdesign-an-interface logo

design-an-interface

vinvcn/mattpocock-skills-zh-cn

使用 parallel sub-agents 为 module 生成多个 radically different interface designs。Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

737 installsAudited
RErequest-refactor-plan logo

request-refactor-plan

vinvcn/mattpocock-skills-zh-cn

通过 user interview 创建带 tiny commits 的详细 refactor plan,然后 file as a GitHub issue。Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe incremental steps.

737 installsAudited
GOgo-defensive logo

go-defensive

cxuu/golang-skills

Use when hardening Go code at API boundaries — copying slices/maps, verifying interface compliance, using defer for cleanup, time.Time/time.Duration, or avoiding mutable globals. Also use when reviewing for robustness concerns like missing cleanup or unsafe crypto usage, even if the user doesn't mention "defensive programming." Does not cover error handling strategy (see go-error-handling).

737 installsAudited
SYsystemverilog logo

systemverilog

mindrally/skills

SystemVerilog development guidelines for FPGA and ASIC design covering modular design, verification, and timing optimization.

737 installsAudited
KUkubernetes logo

kubernetes

mindrally/skills

Expert in Kubernetes and DevOps with infrastructure-as-code and cloud-native patterns

737 installsAudited
CRcreate-ideas logo

create-ideas

neolabhq/context-engineering-kit

Generate ideas in one shot using creative sampling

737 installsAudited
ULultraqa logo

ultraqa

yeachan-heo/oh-my-claudecode

QA cycling workflow - test, verify, fix, repeat until goal met

736 installs
REresources-page-generator logo

resources-page-generator

kostja94/marketing-skills

When the user wants to create, optimize, or audit resources page or content hub. Also use when the user mentions "resources page," "resource center," "content hub," "learning center," "resource library," "downloads," "templates," "guides," or "resource hub." For content hub planning, use content-strategy.

736 installsAudited
FAfact-checker logo

fact-checker

daymade/claude-code-skills

Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. Use when the user asks to fact-check, verify information, validate claims, check accuracy, or update outdated information in documents. Supports AI model specs, technical documentation, statistics, and general factual statements.

736 installs
ONonboarding-ux logo

onboarding-ux

jezweb/claude-skills

Audit and generate in-app user guidance — onboarding flows, empty states, tooltips, feature tours, contextual help, defaults, and inline hints. Browses the app to find where new users would get stuck, then produces the actual content and code to fix it. Pairs with ux-audit: audit finds problems, this skill builds the solutions. Triggers: 'onboarding', 'help content', 'empty states', 'user guidance', 'first run experience', 'feature tour', 'app is confusing', 'new user experience', 'make the app welcoming'.

736 installsAudited
ECeconomic-calendar-fetcher logo

economic-calendar-fetcher

tradermonty/claude-trading-skills

Fetch upcoming economic events and data releases using FMP API. Retrieve scheduled central bank decisions, employment reports, inflation data, GDP releases, and other market-moving economic indicators for specified date ranges (default: next 7 days). The script outputs raw JSON or text; the assistant filters, assesses impact, and generates the Markdown report.

736 installsAudited
MUmuapi-product-video-ad-maker logo

muapi-product-video-ad-maker

samuraigpt/generative-media-skills

Create a high-end cinematic product video advertisement starting from a simple product photo.

736 installsAudited
GEgenerate-image logo

generate-image

k-dense-ai/scientific-agent-skills

Generate or edit images using AI models (FLUX, Nano Banana 2). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.

736 installsAudited
SEseo-audit logo

seo-audit

kostja94/marketing-skills

When the user wants to run an SEO audit, technical SEO audit, or site health check. Also use when the user mentions "SEO audit," "technical audit," "site audit," "crawl audit," "indexing audit," "SEO health," or "fix SEO issues." For prioritization and organic strategy, use seo-strategy. For GSC data analysis, use google-search-console.

736 installs
MUmuapi-photo-pack-generator logo

muapi-photo-pack-generator

samuraigpt/generative-media-skills

Generate a pack of professional or aesthetic photos from a single reference image while preserving the exact identity of the person.

736 installs
CAcaveman-token-optimizer logo

caveman-token-optimizer

aradotso/trending-skills

Claude Code skill that makes AI agents respond in caveman-speak, cutting ~65-75% of output tokens while preserving full technical accuracy

736 installs
SHshadcn-vue logo

shadcn-vue

noartem/laravel-vue-skills

shadcn-vue for Vue/Nuxt with Reka UI components and Tailwind. Use for accessible UI, Auto Form, data tables, charts, dark mode, MCP server setup, or encountering component imports, Reka UI errors.

735 installs
DEdeveloping-ios-apps logo

developing-ios-apps

daymade/claude-code-skills

Develops iOS/macOS apps with XcodeGen, SwiftUI, and SPM, including Apple Developer signing, notarization, and CI/CD pipelines. Use when building iOS/macOS apps, fixing Xcode build failures, deploying to real devices, or configuring CI/CD signing. Triggers on XcodeGen project.yml, SPM dependency issues, code signing errors (Error -25294, keychain mismatch, adhoc fallback, EMFILE, notarization credential conflict), "Library not loaded @rpath", Electron @electron/osx-sign / @electron/notarize, notarytool, or certificate/provisioning problems.

735 installs