diff --git a/README.md b/README.md
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+++ b/README.md
@@ -38,7 +38,6 @@ As explained in [Agents with Taste](https://emilkowal.ski/ui/agents-with-taste),
 
 This is your shortcut to great interfaces. A shortcut to stand out in a sea of slop.
 
-
 ## Reference
 
 - **[emil-design-eng](./skills/emil-design-eng/SKILL.md)** — The main skill that consists of mostly animation, but also some design advice.
@@ -47,6 +46,7 @@ This is your shortcut to great interfaces. A shortcut to stand out in a sea of s
 - **[find-animation-opportunities](./skills/find-animation-opportunities/SKILL.md)** — Search your UI for places that would genuinely benefit from motion, while also telling you what not to animate.
 - **[animation-vocabulary](./skills/animation-vocabulary/SKILL.md)** — Get better animations from an AI by telling it exactly what you want by using the right words.
 - **[apple-design](./skills/apple-design/SKILL.md)** — Apple's principles for interface design and fluid motion, distilled from their WWDC design talks and translated for the web.
+- **[pick-ui-library](./skills/pick-ui-library/SKILL.md)** — Have your agent pick the right library for the task based on libraries I use and trust, instead of letting AI hand-roll a toast component or install an abandoned package.
 
 ### Improve animations
 
diff --git a/skills/pick-ui-library/SKILL.md b/skills/pick-ui-library/SKILL.md
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@@ -0,0 +1,77 @@
+---
+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
+
+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://github.com/raphaelameaume/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.dev) |
+| 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/planetarium/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).