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/pick-ui-library

Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly invoked; it does not trigger on its own.

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emilkowalski-skills
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$ npx -y skills add emilkowalski/skill --skill pick-ui-library --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/pick-ui-library

Context preview

The summary Claude sees to decide when to auto-load this skill.

Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly invoked; it does not trigger on its own.

SKILL.md

pick-ui-library.SKILL.md
name: pick-ui-library
description: Pick the right library for a given frontend task from a curated, opinionated list — numbers, OTP inputs, charts, command menus, virtualization, drag and drop, toasts, state, styling, and more. Only runs when explicitly invoked; it does not trigger on its own.
disable-model-invocation: true

Picking The Right Library

Initial Response

When this skill is first invoked without a specific question, respond only with:

> I'm ready to pick the right library for your task, my picks come from Emil Kowalski's curated list.

Do not provide any other information until the user asks a question.

A lookup skill. When invoked with a task ("I need toasts", "what should I use for drag and drop?"), match the task to the curated list below and recommend the library. These are deliberate, taste-driven picks — don't substitute alternatives outside this list unless the user asks for one or the task genuinely isn't covered.

How to use this

1. **Identify the task**, not the library the user named. "I need to show a dropdown" is a UI-primitives task (base-ui), even if they asked about something else. 2. **Check what's already installed.** Look at `package.json` first. If the project already uses a listed library, use it. If it uses a competitor (e.g. react-window instead of Virtuoso), flag the recommendation but don't churn the dependency without being asked. 3. **Recommend one library**, state what it's for in one sentence, and install/wire it up if that's part of the request. Don't present a menu of options when the list has a clear answer. 4. If the task isn't covered by the list, say so explicitly and recommend from your own knowledge — but be clear you've left the curated list.

The list

UI components & primitives

| Task | Library | | --- | --- | | Unstyled, accessible UI components (dialogs, popovers, menus, selects…) | [base-ui](https://base-ui.com) | | Command menus (⌘K palettes) | [cmdk](https://cmdk.paco.me) | | Toasts / notifications | [Sonner](https://sonner.emilkowal.ski) | | One-time password / verification code inputs | [input-otp](https://input-otp.rodz.dev) | | Customizable GUIs / control panels | [Leva](https://github.com/pmndrs/leva) — [dialkit](https://joshpuckett.me/dialkit) is an alternative |

Motion & visuals

| Task | Library | | --- | --- | | General-purpose animation (springs, layout animations, enter/exit) | [motion](https://motion.dev) (Framer Motion) | | Animating numbers (counters, prices, stats) | [NumberFlow](https://number-flow.barvian.me) | | Animated text components | [torph](https://torph.lochie.me/) | | 3D globes | [Cobe](https://cobe.vercel.app) | | Dynamic OG images (HTML/CSS → SVG/PNG) | [Satori](https://github.com/vercel/satori) | | Syntax highlighting | [shiki](https://shiki.style) |

Reach for motion when you need springs, layout animations, exit animations, or gesture-driven values. A simple hover or fade doesn't need it — plain CSS transitions are the right tool there.

Charts

| Task | Library | | --- | --- | | Real-time / streaming charts | [Liveline](https://github.com/benjitaylor/liveline) | | General charts (static or interactive dashboards) | [recharts](https://recharts.org) |

The split: if data points arrive live and the chart scrolls with time, use Liveline. Everything else is recharts.

Interaction & performance

| Task | Library | | --- | --- | | Drag and drop | [dnd kit](https://dndkit.com) | | Virtualization (long lists, large tables) | [Virtuoso](https://virtuoso.dev) |

State & styling

| Task | Library | | --- | --- | | State management | [zustand](https://zustand.docs.pmnd.rs) | | Constructing `className` strings conditionally | [clsx](https://github.com/lukeed/clsx) | | Type-safe, variant-driven styling for Tailwind | [cva](https://cva.style) | | Theme switching / dark mode (no flash on load) | [next-themes](https://github.com/pacocoursey/next-themes) |

The styling split: clsx for ad-hoc conditional classes; cva when a component has real variants (size, intent, state) that deserve a typed API. They compose — cva uses clsx-style inputs internally.

Common mismatches to catch

  • **Toasts built by hand or with a modal library** → Sonner exists for exactly this.
  • **A `<div>`-based dropdown/dialog with manual focus handling** → base-ui, which handles accessibility, focus trapping, and dismissal.
  • **Animating a number by re-rendering text** → NumberFlow handles digit transitions properly.
  • **Rendering a 1,000+ row list directly** → Virtuoso before reaching for pagination hacks.
  • **A `useState`-per-component web of props for shared state** → zustand.
  • **Template-literal className ternaries three conditions deep** → clsx (or cva if it's variant-shaped).
Read more
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For designers and engineers to help them build better user interfaces. Knowing whether you made a right choice when it comes to animations, or design in general, is hard. These skills aim to help you get to those right decisions faster.

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