prototype
emilkowalski/skills · Agent Skill
Build multiple genuinely different UI variants behind a visual picker so the strongest direction can be evaluated and promoted.
Jump to install ↓Overview
| Publisher | |
|---|---|
| Repository | emilkowalski/skills ↗ |
| Skill folder | prototype |
| Stars | 49,875 |
| Forks | 2,906 |
| Bundled files | 2 |
| License | MIT |
| Last updated | October 11, 2026 |
| Links | Skill source ↗ · Repository ↗ |
Mozgi check
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Installation
A skill is a folder with a SKILL.md file. Pick your agent and run the commands in a terminal (macOS, Linux or Git Bash on Windows) from your project root.
Copy the prompt into Claude, Codex or another assistant: it will review the skill and install it for you.
Install the “prototype” skill from mozgi.io (https://mozgi.io/skills/emilkowalski-prototype/) for me. 1. Download the archive: https://mozgi.io/skills/emilkowalski-prototype/download If it fails, take the skill folder from the source: https://github.com/emilkowalski/skills/tree/main/skills/prototype 2. Read SKILL.md and the other files. Check the skill is safe: no hidden commands, no sending data elsewhere, no scripts doing something other than described. If anything looks suspicious, stop and tell me. 3. Put the “prototype” folder into your agent's skills folder: .claude/skills/ for Claude Code, .agents/skills/ for Codex, .cursor/skills/ for Cursor, .gemini/skills/ for Gemini CLI. Inside the project if we are in one, otherwise in the home folder (~/.claude/skills/ etc.). 4. Make sure <skills folder>/prototype/SKILL.md exists. 5. Briefly tell me what this skill does and offer to try it on my task. If you cannot do a step yourself, tell me what to click or type.
git clone --depth 1 --branch main https://github.com/emilkowalski/skills.git /tmp/skills mkdir -p .claude/skills cp -r /tmp/skills/skills/prototype .claude/skills/prototype
Restart Claude Code — the skill appears in the list; call it manually with /prototype. For all projects use ~/.claude/skills.
git clone --depth 1 --branch main https://github.com/emilkowalski/skills.git /tmp/skills mkdir -p .agents/skills cp -r /tmp/skills/skills/prototype .agents/skills/prototype
Codex looks for skills in .agents/skills from the current folder up to the repo root; call one with /skills or $prototype. For all projects use ~/.agents/skills.
git clone --depth 1 --branch main https://github.com/emilkowalski/skills.git /tmp/skills mkdir -p .cursor/skills cp -r /tmp/skills/skills/prototype .cursor/skills/prototype
Cursor picks the skill up on start; call it with “/” in Agent chat. Cursor also reads .claude/skills and .agents/skills. For all projects use ~/.cursor/skills.
git clone --depth 1 --branch main https://github.com/emilkowalski/skills.git /tmp/skills mkdir -p .gemini/skills cp -r /tmp/skills/skills/prototype .gemini/skills/prototype
Gemini CLI offers to activate the skill when a task matches — you approve it. For all projects use ~/.gemini/skills.
Read SKILL.md and any companion files before deciding whether to install. Click a file to preview it.
SKILL.md contents
Original author text · read-onlyPrototyping Variants
Initial Response
When this skill is first invoked without a specific question, respond only with:
> I'm ready to build several genuinely different versions of a UI piece for you to flip through, my craft bar comes from Emil Kowalski's design engineering philosophy.
Do not provide any other information until the user asks a question.
A divergence skill. It does ONE thing: take a described piece of UI ("a toast", "the pricing card", "a hold-to-delete button"), build several genuinely different versions of it, and put them behind a visual picker so the user can flip through them live and choose a winner. It does not review existing UI (that's review-animations), plan fixes for it (that's improve-animations), or choose dependencies (that's pick-ui-library).
Operating Posture
You are a senior design engineer running a design exploration. The entire value of this skill is divergence: three tints of the same idea waste the picker — the user learns nothing by flipping between them. Each variant must be a direction you could defend shipping on its own, exploring a genuinely different answer to the same brief.
Divergence is not an excuse to drop the craft bar. Every variant individually meets Emil Kowalski's standards — right easing (ease-out on entrances, never ease-in), sub-300ms UI motion, correct transform-origin, transform/opacity only, reduced-motion handled. A sloppy variant doesn't widen the exploration; it just loses on execution and teaches nothing about the direction it represents.
Hard Rules
1. Never touch production code during exploration. Everything lives in an isolated prototype surface (see Phase 4). Integration happens only in Phase 6, only for the variant the user picked.
2. Variants diverge on a named axis — layout, density, personality, motion, interaction model. Before building, you must be able to state each variant's axis in a phrase. Sharing the project's tokens is not convergence; variants *should* feel native to the product.
3. Every variant fully works. Real interactions, real motion, realistic content — actual product-shaped copy, plausible names and numbers. No lorem ipsum, no dead buttons, no "imagine this part".
4. The picker is chrome, not a contestant. Its exact markup, styles, and behavior are specified in PICKER.md ↗ — copy them verbatim. Its look is not a design decision and never adapts to the project.
5. Clean up after the choice. When a winner is promoted, delete the prototype surface unless the user asks to keep it.
Workflow
Phase 1 — Scope
One thing per run. If the description spans multiple components ("the dashboard"), narrow it: pick the single highest-leverage piece, say which and why, and offer the rest as follow-up runs. Restate the brief in one sentence — what the thing is, where it will live, what it must do.
Phase 2 — Recon
Before designing anything, map the ground the variants must stand on:
- Stack: framework, styling system (Tailwind, CSS modules, vanilla), motion library if any.
- Tokens: colors, radii, spacing, fonts, easing/duration variables. Variants use these — every variant should look like it could ship in this product tomorrow.
- Personality: playful consumer app or crisp dashboard? This bounds how far the boldest variant may go.
- Context: where the piece renders — against what background, beside what neighbors, at what sizes.
If there is no project (empty directory, or the user is just exploring), skip to the standalone branch in Phase 4 and choose a restrained default look: neutral grays, one accent, system font stack.
Phase 3 — Choose directions
Default 3 variants; up to 5 when the user asks or the design space is genuinely wide. More than 5 dilutes the comparison.
Before writing any code, list the set: a name and an axis for each. Names describe the direction — "Quiet", "Editorial", "Playful", "Dense" — never "Option A/B/C". If two proposed directions would differ only in accent color or copy, they are one direction; replace one with a real alternative (different layout, different interaction model, different motion story).
Completion criterion: every variant has a name and a stated axis, and no two variants share an axis position.
Phase 4 — Build the picker harness
Two branches, by what exists:
- In a project with a dev server — an isolated route or page (
/prototypes/<slug>, or the framework's equivalent), one file per variant plus a small harness file. Nothing imports from the prototype surface into production code. - No project / static context — a single self-contained HTML file (inline CSS/JS) the user can open directly in a browser.
The picker's markup, styles, keyboard wiring, and placement come from PICKER.md ↗, verbatim — load it now and build exactly that. Beyond the picker itself, the harness must render one variant at a time, full size, in realistic surrounding context — a toast needs a page behind it, a card needs siblings, a button needs a form. Side-by-side thumbnails distort spacing and scale; never judge UI at postage-stamp size. Switching is instant — flipping is a 100+/session action; by the frequency rule the variant swap gets no animation.
Phase 5 — Verify and hand off
Run the harness. Confirm every variant renders, every interaction responds, and the console is clean — flip through all of them yourself before showing the user. If browser tooling is available, screenshot each variant.
Then present the set and stop — the choice belongs to the user:
| # | Variant | Axis | When it's the right choice | Its cost |
| --- | --- | --- | --- | --- |
| 1 | Quiet | Minimal motion, borders over shadows | The product is a daily-use tool | Least memorable |
| 2 | Editorial | Large type, generous whitespace | The moment deserves weight | Eats vertical space |
Close with where the picker is running (URL or file path) and the keys to flip.
Completion criterion: every variant is reachable from the picker and behaves correctly; no console errors; the table names each variant's tradeoff honestly.
Phase 6 — Promote on selection
When the user picks: integrate that variant where it belongs, following the project's existing conventions (file layout, naming, token usage), then delete the prototype surface per Hard Rule 5. If the user instead wants another round, keep the harness and run Phase 3 again, diverging *around* the direction they gravitated to.
Invocation Variants
| Invocation | Behavior |
| --- | --- |
| <description> | Full workflow: scope → recon → 3 variants → picker → wait for choice |
| <description> x5 | Same, with that many variants (capped at 5) |
| riff <variant> | New round: keep the harness, generate a fresh set diverging around the named variant's direction |
| keep <variant> | Promote that variant into the codebase and delete the prototype surface |
| keep <variant>, leave the picker | Promote, but keep the prototype surface around |
Tone
Sell each variant honestly — one line on when it wins, one on what it costs. Never pre-pick a favorite in the table; if the user asks which you'd choose, answer with a reason rooted in the product's personality and frequency of use, not aesthetics alone. If two variants converged while you built them, cut one and say so: a picker with two truly distinct directions beats one padded to three.
Frequently asked questions
What does the prototype skill do?
Build multiple genuinely different UI variants behind a visual picker so the strongest direction can be evaluated and promoted.
How do I install prototype?
Open the “Installation” block on this page and pick your agent — Claude Code, Codex, Cursor or Gemini CLI — for ready-made commands that copy the skill folder to the right place. Or copy the prompt from the “Via assistant” tab and let the assistant review and install the skill.
Which AI models work with prototype?
Skills are plain Markdown instructions (the Agent Skills format), so prototype works with any agent that reads SKILL.md: Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and more. The model loads the instructions only when a task matches the skill's description.
Is prototype free?
The skill is published openly by emilkowalski under the MIT license. The skill itself costs nothing — you only pay your AI provider for the tokens you use.
Is it safe to install skills?
A skill is a set of instructions your agent will follow, so read SKILL.md and its companion files before installing. Scripts in the skill folder only run if your agent runs them — keep an eye on what it does and do not grant unnecessary permissions.
How is a skill different from an MCP server or a plugin?
An MCP server or plugin gives the model new tools — code that runs and returns a result. A skill gives it knowledge and process: how to approach a task, which steps to follow and what good output looks like. It needs no server or API key.