AI coding brokers can write useful code. However getting them to supply one thing that still appears to be like excellent is difficult. The default output has a tendency towards pink gradients, rounded corners, and Inter font all over, and layouts that test bins with out conviction. This isn’t the agent’s fault. It has no sense of style.
Input AI abilities. Those are markdown information you put in into Claude Code, Codex, Cursor, or any agent that helps them.
Beneath I’ve accrued some design-focused AI abilities and talent directories that I feel are value including in your AI agent. As soon as put in, it is going to train your agent a selected design language from Swiss grid methods to OKLCH shade science.
So let’s check out each and every potential and what it might carry in your agent’s design vocabulary.
Contents
1. OKLCH Colour Talent
OKLCH Colour Talent teaches your agent to paintings with the OKLCH shade area, a perceptually uniform choice to HSL that removes hue go with the flow and makes palette era predictable.
As a substitute of guessing hex values or generating muddy HSL combos, the agent learns to transform between codecs, generate uniform palette scales from 50 to 950, derive darkish mode colours via lightness manipulation, test distinction towards WCAG 2 and APCA requirements, and construct Tailwind v4 subject matters with right kind OKLCH tokens.
Set up: npx abilities upload jakubkrehel/oklch-skill
Use: /oklch-skill or simply describe a colour process. The potential turns on robotically when the agent encounters color-related paintings.
In case your venture makes use of customized design tokens otherwise you’re bored with brokers generating shade combos that glance nice in isolation however fall aside on darkish mode, this potential is a forged repair.
2. Swiss Design Gadget Talent
Swiss Design Gadget brings the Swiss Global Taste to AI brokers. The potential teaches ugly sans-serif typography similar to Helvetica, Univers, Neue Haas Grotesk, in conjunction with strict grid methods, beneficiant whitespace, and restrained shade.
It expresses those rules via Tailwind CSS so the agent can observe those regulations the usage of same old application categories. The potential features a entire font specimen rating via constancy to the unique taste, grid device references from Josef Mueller-Brockmann, and information on each the Zurich and Basel colleges of idea.
Set up: npx abilities upload zeke/swiss-design-skill
Use: Ask your agent to construct a structure in Swiss Global Taste. It’ll observe grid self-discipline, choose suitable ugly typefaces, and deal with respiring room round content material robotically.
Nice for touchdown pages, editorial layouts, and any venture the place readability and visible hierarchy topic greater than ornamental flourish.
3. Transitions.dev
Transitions.dev is a number of 9 crucial UI transitions packaged as a copy-paste show off and an installable agent potential. The transitions quilt card resize, quantity pop-in with digit turn and blur, notification badge diagonal slide, and much more – each and every comes with ready-to-use CSS that brokers can observe immediately for your venture.
The potential is generated from the index.html at the show off website, so the code your agent produces at all times fits what you notice demonstrated. In the event you’ve ever had an agent produce a modal that pops in from nowhere and not using a transition, this potential fixes that.
Set up: Clone the repo or reference the potential from github.com/Jakubantalik/transitions.dev
Use: Point out any of those transition patterns and the agent applies the pre-optimized CSS.
4. DESIGN.md Listing
A listing of DESIGN.md information constructed particularly for AI coding brokers. Each and every document describes an entire design device together with shade palettes, typography regulations, spacing methods, element specifications, and structure rules. Pick out a method, reproduction the markdown, and upload it in your venture as a DESIGN.md document. Your agent reads it and applies that design language to the entirety it builds from buttons to complete web page layouts.
Use: Browse the listing, discover a design device that fits your aesthetic, obtain or reproduction the DESIGN.md, and position it for your venture root. The agent alternatives it up robotically with out further configuration.
That is the lowest-friction choice at the checklist: no CLI, no npm, no set up command. Only a markdown document for your venture.
5. Brokers with Style
Brokers with Style is an installable design engineering potential via Emil Kowalski that covers animation rules, element design, easing curve variety, length tips, typography regulations, and sensible pointers drawn from his open supply initiatives.
The potential features a desk of sensible pointers, an easing determination flowchart that teaches brokers precisely which curve to make use of according to context, length tips from micro-interactions (100-150ms) to modals (200-300ms), and strict typography regulations like capping frame textual content at 65 characters.
Set up: npx abilities upload emilkowalski/potential
Use: Ask the agent to beef up an animation or design an element. The potential applies Emil’s non-public design philosophy robotically. You’ll additionally use the skill-creator potential from Anthropic to package deal your individual style into potential information the usage of the similar technique.
6. Hue
The Hue app is an open-source potential via Dominik Martin that learns any emblem from a URL, identify, or screenshot and generates an entire design device from it. You level it at Cursor.com or Raycast or any emblem, and it produces a design device with shade tokens, typography, spacing, elements, darkish mode improve, and icon suggestions.
Hue comes with 17 instance manufacturers in-built, from Atlas (ivory engineering, classical maritime) to Velvet (noir editorial perfume space). Each and every features a design-model.yaml and a landing-page.html appearing the device rendered.
Set up: git clone https://github.com/dominikmartn/hue ~/.claude/abilities/hue
Use: “Make a design potential from cursor.com” or “Create a design language impressed via Raycast.” The agent walks in the course of the research and generates the potential.
If you wish to have your agent to compare an current emblem identification as an alternative of inventing its personal, that is essentially the most sensible choice.
7. Refero Types
Refero Types is a visible seek engine for design references and an installable agent potential. Seek via emblem, temper, shade, typography, or paste a URL. For each and every consequence, Refero supplies the whole taste breakdown: colours, kind, spacing, elements, and a DESIGN.md document your agent can use immediately. Beneath the hood, the potential provides your agent get admission to to 150,000+ actual app displays and six,000+ consumer flows from merchandise like Stripe, Linear, Perception, and Figma.
Use: Seek for a method that fits what you’re construction. Open any consequence to duplicate its DESIGN.md and position it for your venture. Your agent right away adopts that design language.
Refero additionally gives an MCP server that connects your agent immediately to its reference library, so the agent can pull actual product interface patterns on call for all over construction.
8. TypeUI Design Talents
TypeUI Design Talents is a number of design abilities made for Claude Design, Google Sew, Claude Code, Codex, Cursor, and different equipment. Each and every potential is an optimized SKILL.md or DESIGN.md document that provides your agent a selected design taste. Browse the gathering, discover a glance you favor, and both copy-paste the document, obtain it, or use their CLI.
Set up: npx typeui.sh pull [name]
Use: Browse the gallery, pick out a design, pull it into your venture. Your agent builds the entirety from that time the usage of the selected aesthetic.
TypeUI helps OpenClaw brokers too, so when you’re working brokers in the neighborhood, those abilities figure out of the field.
9. UI/UX Professional Max Talent
UI/UX Professional Max is a design potential with 161 reasoning regulations and 67 UI types. The principle function is the Design Gadget Generator – you describe your venture and it builds a design device with structure patterns, colours, typography, results, and issues to keep away from.
It helps more than one frameworks and stacks together with HTML + Tailwind, React, and Subsequent.js, and works with VS Code brokers like Claude Code, Cursor, Windsurf, Copilot and Codex.
Set up: npx ui-pro init within any venture or npm set up -g uipro-cli for international get admission to
Use: Describe your venture, for instance a top class excursion reserving app
, and the generator recommends an entire design device with trend, taste, colours, typography, and UX regulations. The potential additionally features a seek script for locating design references via question and area.
That is the heaviest choice at the checklist, but in addition essentially the most entire. If you need one potential that handles the whole design device workflow from necessities research to element output, that is it.
10. AI UX Playground
AI UX Playground is a library of AI-specific UX design patterns for merchandise like ChatGPT, Claude, Perplexity, and Cursor. Each and every trend is documented with examples, use circumstances, and platform-specific directions for easy methods to observe it in ChatGPT, Claude, Google Gemini, Cursor, or different equipment.
Use: Browse the trend library, in finding the UX trend you wish to have, and observe the platform-specific directions to use it. Each and every trend contains examples from actual AI merchandise and pointers for imposing it for your personal tooling.
This one is much less about visible polish and extra about UX patterns particular to AI merchandise.
What’s subsequent?
We’ve simply scratched the skin of what AI abilities can do for designers. The equipment listed here are simply a kick off point, and AI abilities for design are nonetheless early – be expecting tough edges.
However the path is apparent. Design wisdom is transferring from static paperwork that people learn to executable regulations that brokers run. Designers who discover ways to write the ones regulations will form what brokers construct. This text will provide you with a kick off point. Pick out one potential from the checklist, set up it, and spot what your agent produces otherwise.
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