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
FI

firebase-basics

Official
firebase/skills

>-

1.2k installs
TA

tailwind-design-system

sickn33/antigravity-awesome-skills

Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.

1.2k installsAudited
ST

start-issue

vkehfdl1/marshroom

Start working on a Marshroom cart issue — creates branch, injects context, updates status to running

1.2k installs
HU

huggingface-datasets

Official
huggingface/skills

Agent skill from huggingface/skills.

1.2k installs
GI

gitlab-cli-skills

vince-winkintel/gitlab-cli-skills

Comprehensive GitLab CLI (glab) command reference and workflows for all GitLab operations via terminal. Use when user mentions GitLab CLI, glab commands, GitLab automation, MR/issue management via CLI, CI/CD pipeline commands, repo operations, authentication setup, or any GitLab terminal operations. Routes to specialized sub-skills for auth, CI, MRs, issues, releases, repos, and 30+ other glab commands. Triggers on glab, GitLab CLI, GitLab commands, GitLab terminal, GitLab automation.

1.2k installs
RE

read-github

am-will/codex-skills

|

1.2k installs
AD

add-molab-badge

marimo-team/skills

Add "Open in molab" badge(s) linking to marimo notebooks. Works with READMEs, docs, websites, or any markdown/HTML target.

1.2k installsAudited
CA

card-twitter

nexu-io/open-design

Twitter quote or data card designed to pair with a post.

1.2k installsAudited
GE

gemini-image

johnlindquist/claude

Analyze images using Gemini's vision capabilities. Use for image analysis, text extraction from screenshots, and visual content understanding.

1.2k installsAudited
DE

develop-ai-functions-example

Official
vercel/ai

Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples/ai-functions/src to validate provider support, demonstrate features, or create test fixtures.

1.2k installs
UI

ui-ux-pro-max

smithery.ai

UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.

1.2k installsAudited
BL

blender-mcp

vladmdgolam/agent-skills

Blender MCP expert for scene inspection, Python scripting, GLTF export, and material/animation extraction. Activate when: (1) using Blender MCP tools (get_scene_info, execute_python, screenshot, etc.), (2) writing Blender Python scripts for extraction or manipulation, (3) exporting scenes to GLTF/GLB for web (Three.js, R3F), (4) debugging material or texture export losses, (5) optimizing GLB files with gltf-transform, (6) using asset integrations (PolyHaven, Sketchfab, Hyper3D Rodin, Hunyuan3D). Covers critical export gotchas, material mapping survival, texture optimization pipeline, headless CLI patterns, and known failure modes.

1.2k installs
TR

transitions-dev

jakubantalik/transitions-dev

Production-ready CSS transitions for web apps. Use when implementing notification badges, dropdowns, modals, panel reveals, page transitions, card resizes, number pop-ins, text swaps, icon swaps, success checks, avatar group hovers, or error state shakes. Triggers on "add a transition", "animate the dropdown", "make the modal open smoothly", "swap icon", "page slide", "stagger animation", "open / close transition", "make it animate", "tween the size", "fade between", "smooth open", "smooth close", "success animation", "checkmark animation", "confirmation animation", "form error", "shake on invalid", "validation feedback", "hover lift", "avatar stack hover", "chip group hover".

1.2k installsAudited
RU

ruff-recursive-fix

Official
github/awesome-copilot

Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.

1.2k installsAudited
KE

keyid-agent-kit-mcp

aradotso/trending-skills

Give AI agents (Claude, Cursor) a real email address with 27 MCP tools for inbox, send, reply, contacts, search, and more via KeyID.ai

1.2k installs
TE

text-to-speech

heygen-com/skills

|

1.2k installsAudited
FE

fetch-tweet

ai-native-camp/camp-2

This skill should be used when the user asks to "트윗 가져와", "트윗 번역", "X 게시글 읽어줘", "tweet fetch", "트윗 내용", "트윗 원문", or provides an X/Twitter URL (x.com, twitter.com) and wants to read, translate, or analyze the tweet content. Also useful when other skills need to fetch tweet text programmatically.

1.2k installs
UI

ui-design

starchild-ai-agent/official-skills

|

1.2k installs
HU

humanize-academic-writing

momo2young/humanize-academic-writing

Transform AI-generated academic text into natural, human-like scholarly writing for social sciences. Detects AI patterns (repetitive structures, abstract language, mechanical flow) and rewrites with authentic academic voice. Use when revising AI-drafted papers, improving writing naturalness, reducing AI detection markers, or when user mentions humanizing text, academic writing quality, or social science writing for non-native English speakers.

1.2k installs
SE

setting-up-cloudtrail-multi-region

aws/agent-toolkit-for-aws

Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for security monitoring and compliance auditing. Use when setting up centralized API activity logging across all AWS regions.

1.2k installsAudited
AS

asc-subscription-localization

rorkai/app-store-connect-cli-skills

Bulk-localize subscription and in-app purchase display names across all App Store locales using asc. Use when you want to fill in subscription/IAP names for every language without clicking through App Store Connect manually.

1.2k installsAudited
AS

asc-metadata-sync

rudrankriyam/asc-skills

Sync, validate, and apply App Store metadata with the current asc canonical metadata workflow. Use when updating metadata, localizations, keywords, or migrating legacy fastlane metadata.

1.2k installsAudited
SF

sf-ai-agentforce-testing

jaganpro/sf-skills

>

1.2k installs
XL

xlsx

appautomaton/document-skills

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

1.2k installs
FA

fabro-workflow-factory

aradotso/trending-skills

Skill for using Fabro, the open source AI coding workflow orchestrator that lets you define agent pipelines as Graphviz DOT graphs with human gates, multi-model routing, and cloud sandboxes.

1.2k installs
ST

streamlit-to-marimo

marimo-team/skills

Convert a Streamlit app to a marimo notebook

1.2k installsAudited
M0

m01-ownership

actionbook/rust-skills

CRITICAL: Use for ownership/borrow/lifetime issues. Triggers: E0382, E0597, E0506, E0507, E0515, E0716, E0106, value moved, borrowed value does not live long enough, cannot move out of, use of moved value, ownership, borrow, lifetime, 'a, 'static, move, clone, Copy, 所有权, 借用, 生命周期

1.2k installsAudited
M0

m02-resource

actionbook/rust-skills

CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配

1.2k installsAudited
AW

aws-lambda-java-integration

giuseppe-trisciuoglio/developer-kit

Provides AWS Lambda integration patterns for Java with cold start optimization. Use when deploying Java functions to AWS Lambda, choosing between Micronaut and Raw Java approaches, optimizing cold starts below 1 second, configuring API Gateway or ALB integration, or implementing serverless Java applications. Triggers include "create lambda java", "deploy java lambda", "micronaut lambda aws", "java lambda cold start", "aws lambda java performance", "java serverless framework".

1.2k installs
FR

frame-macos-notification

nexu-io/open-design

Realistic macOS notification banner with app icon, title, and body, suited to video overlays or product teasers.

1.2k installs