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AI for Design

Skills, workflows and prompts for design work

What we actually use with Claude Code and Cursor: installable skills, the processes around them, and the prompts that make a model commit to decisions.

Skills

Installable skills

Packaged instructions an agent loads for one kind of task. One command to install, one file to read.

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What are skills, and how do you use them?

A skill is a markdown file an agent loads when a task matches it. Here is what goes in one, how to install and invoke it, and what separates a skill that changes behaviour from one that gets ignored.

Claude Code · Cursor · CodexOpen →

How to write a skill that actually changes the output

Most skills read like a values statement and get ignored. The ones that work narrow the agent's choices, carry the reason behind every rule, and are tested by running them. A method, with checklists.

Claude Code · Cursor · CodexOpen →

DESIGN.md: a design system your agent can read

One file that carries your tokens as data and your taste as prose, checked into the repo next to the code. What goes in it, what stays out, how to keep it true, and the other DESIGN.md it should not be confused with.

Claude Code · Cursor · Codex · Gemini CLIOpen →

Contrast audit

Walks every rendered text node on a page, reads the real background from a canvas, and reports WCAG failures per theme. The full skill and its script are below, ready to copy.

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Unslop pass

A review pass that strips the tells of generated UI — indigo gradients, emoji icons, three equal cards — and puts a point of view back in. The skill and a grep for the tells are below, ready to copy.

Claude Code · Cursor · CodexOpen →

Tokens first

Implement or edit UI using only the project's tokens for colour, spacing, radius and type. Reads the theme, maps every value, and stops to ask when nothing matches. Lives inside the tokens guide.

Claude Code · Cursor · CodexOpen →

State inventory

Turns a screen brief into a state inventory before anything is generated, then drives generation one state at a time and reports coverage. Lives inside the unhappy-paths guide.

Claude Code · Cursor · CodexOpen →

UI harness

Runs the five verification checks after a UI change: console probe, tells grep, screenshots at two widths and two themes, contrast sweep, motion frames. Reads the results and reports them. Lives inside the harness guide.

Claude Code · Cursor · CodexOpen →

Design QA

Runs the mechanical checks on a UI change, fixes what has one right answer, and hands the rest to a reviewer as questions with evidence. Never answers its own judgement calls. Lives inside the design QA guide.

Claude Code · Cursor · CodexOpen →
Workflows

Step-by-step workflows

The order we run things in, and why. Written down so the same discussion does not happen twice.

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Prompts

Copy-ready prompts

Short prompts that force a model to be specific. Paste, adjust one line, run.

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