How to Fix Claude Code's Web Design Problem
How to Fix Claude Code's Web Design Problem
Claude Code has a design problem, and it's not a technical one. It's taste. The code compiles, the layout works, the site loads — but it still screams AI. Same color palette, same font, same regression-to-the-mean look you can spot in one glance. The fix isn't a better model. It's a workflow that injects your taste into the process. Here's the exact three-step sequence I use to break out of the AI-slop mold.
AI slop has evolved. Not long ago it was a generic SaaS template with Inter font everywhere and blue-purple gradients. Now it's cleaner — but it's still generic. And here's the thing most people miss: no matter how good the models get, they could get 10x better tomorrow and it would just change what we consider generic. The only durable edge is your own taste. This guide walks through how to cultivate it, tool up for it, and actually build with it.
Why Does AI Generate Generic Web Design?
AI has no taste — so left on its own, it regresses to the mean. When you type "build me a landing page," Claude Code has nothing specific to anchor to, so it hands you the average of everything it has seen. The output isn't broken. It's just bland, unspecific, and interchangeable with a thousand other AI-generated pages.
Taste is subjective, and that's exactly the point. Something built to your taste is unique because it's specific to you. It's also, not coincidentally, usually better — because it came from a point of view instead of a statistical average. The whole workflow below exists to get that point of view out of your head and into the model.
Step 1: How Do You Cultivate Taste for AI Web Design?
Start by curating a library of design inspiration. You can't inject taste you haven't developed, and you develop it by exposing yourself to a lot of high-level web design until you know what you actually like. Then you bring that library to AI as the foundation for everything you build — instead of starting from nothing and getting an average output.
There are three places I keep coming back to for inspiration:
- Dribbble — search "web design," sort by popular, and you'll see a wall of landing pages that look nothing like a default AI output.
- Pinterest — same search, and you get hero pages far more varied than what Claude generates on a cold prompt.
- Twitter/X — my favorite of the three. There's a huge community of creators shipping UI and design work you genuinely won't see anywhere else.
Your first job is simple: go to these sites, find things you like, and screenshot them. Save the links too if you can grab the live site. You can leave everything in a screenshot folder — or do what I did and have Claude Code build a small web app that becomes your inspiration library.
The app isn't just storage. It groups screenshots by design type, and it can explain what each design is — the actual vocabulary behind it. Click a screenshot and it surfaces keywords for that style, a copyable image prompt for generating a matching hero background, and a "copy brief" button that seeds an entire website build. That's the payoff: your taste, organized and queryable, instead of a vague feeling you can't hand to a model.
Step 2: Which Skills and MCPs Improve Claude Code's Design Output?
Three external tools do most of the heavy lifting: the Impeccable skill, the Taste skill, and the Higgsfield MCP — plus 21st.dev for components. These give Claude Code capabilities it doesn't ship with, so your Step 3 builds start from a stronger baseline.
Impeccable
Impeccable is the best front-end design skill in the game right now. It's open-source, sitting at nearly 50,000 GitHub stars, and it's now been rolled into GitHub's official AI tooling. It's one skill, but it packs 23 different commands that improve your site's components in different directions — critique issues, add polish, make a design bolder, make it quieter, and so on.
Those commands are hard to understand until you see them run. At impeccable.style every one is documented with before/after examples. Run impeccable boulder and a safe design gets pushed toward impact without tipping into chaos. overdrive, clarify — each takes a standard Claude Code output and sharpens it.
Under the hood, Impeccable hunts and removes slop across seven areas: typography, color, spatial design, responsiveness, interaction, motion, and UX writing. It defines slop as 46 distinct patterns, and the CLI can scan your whole site and show you each offender on a dev server. It also ships a live mode — you pull up your site and click through it component by component, making adjustments right there. It's close to Claude's own design tooling, but with a visual layer you can't get from the terminal alone. Installation is a CLI with three options; if you get stuck, paste the URL into Claude Code and it installs itself.
The Taste Skill
If Impeccable isn't for you, the Taste skill is the other one I'd reach for. Version 2 just dropped (still experimental), it's on GitHub at just under 66,000 stars, and it works in the same spirit — it looks for AI slop tells and replaces them with stronger layout, typography, motion, and spacing. The goal is something unique instead of a boilerplate UI.
These two are a clear step above the default Anthropic front-end design skill, and above more prescriptive repos like UI/UX Pro Max. The reason I favor them: they're flexible. You can push them in many directions.
The Higgsfield MCP
For MCPs, the one I use most is the Higgsfield MCP, because it gives Claude Code something it flat-out lacks out of the box: image and video generation. It routes to virtually every AI image and video generator out there. I usually run GPT Image 2 for images, and for video the best option rotates every few weeks — right now it's Seedance. Install it from higgsfield.ai under MCP and CLI; paste the command into Claude Code and it walks you through auth. Once it's in, building a site with real hero imagery is just a matter of Claude calling the MCP to generate it inline.
21st.dev
One more that isn't a skill or MCP: 21st.dev. It's all about components. Want a specific button? Browse the buttons, click one, copy its prompt, paste into Claude Code, and you get that button. It covers cards, pricing sections, backgrounds, CTAs, even pagination. Where Step 1 is big-picture aesthetics, this is the same idea at the component level — exposing yourself to options you wouldn't have thought of.
A Warning About the Tool Rabbit Hole
Beware the trap of thinking you're one skill away from solving design forever. You'll find flashy skills that build genuinely cool sites — but they tend to be narrow, extremely prescriptive, and they only give you one kind of output. The reason I recommend Impeccable, the Taste skill, and Higgsfield is that they're flexible. The flip side: because they aren't prescriptive, they won't hand you a great result automatically. That still depends on your prompting and how you inject taste. Which is Step 3.
Step 3: What's the Right Way to Prompt and Iterate on AI Web Design?
Stop trying to one-shot it. Cast a wide net first, then narrow. The single biggest mistake is putting in one prompt, praying for a good result, and iterating blindly inside a terminal. Instead, generate a bunch of directions at once, compare them side by side, and converge.
Here's the build sequence I use. For a fake AI company I'll call Kestrel, an analytics platform for small startups, I had Claude Code generate five versions in five different styles in one pass — some using Impeccable, some using the Taste skill. Seeing all five on one screen tells you fast which direction you want. Then:
- Five styles → pick a direction. From the five, I picked a "vast quiet" aesthetic — minimalist, different, with room for a strong hero image.
- Three variations → pick one. I had it generate three versions of that aesthetic, mostly varying the body layout. One was a "quiet ledger" version with a side index that scrolls along with you. That's the one I kept (call it version 3B).
- Nail the hero image. Using the Higgsfield MCP, I generated four 2K hero images fitting the quiet aesthetic, dropped them into the hero section, and compared. I liked one but it was too black-and-white, so I asked for variations with a splash of color and landed on an "alpenglow" golden-hour treatment.
- Tweak live. Finally, refine fonts, colors, spacing, and motion.
The Four Things to Pass in Every Design Prompt
My prompting isn't a 10,000-page design.md. When someone hands you that, you get the same narrow output every time. Instead I pass four things:
- Aesthetic — the general family of design you want the site to follow.
- Reference image — this is where your curated taste library pays off. Drop the screenshot (or an actual website URL — Claude Code can see live sites) to match the feel, not copy the content.
- Intent — what are you building and why? SaaS product? Event page? Who's the audience, and what should they do — read, click through, book a demo, fill out a form? This dictates everything downstream.
- Guardrails — what should it always do, and never do. This is where you kill slop directly: never purple gradients, never Inter font, no 3D SaaS blobs.
If you built the taste library from Step 1, you can just tell Claude Code, "look at my library, pick five aesthetic families, and build sites like that." If you didn't, spell out the five styles yourself. Either works.
Add a Tweaks Bar Instead of Guessing
Once you have a direction, don't refine by typing "make it more premium" and hoping. Have Claude Code build a tweaks bar — the same idea you see in Claude's design tooling — that pops up on your dev server. You get live controls for heading font, font size, accent colors, hero imagery, motion, reveal distance, weight — any place there's an aesthetic decision to make. I tell it to go aggressive with the options.
This is the whole philosophy in one feature: iterating visually and fast is what gets you to something you actually like. I don't want to ask Claude to render 10 full versions with different fonts. I want a slider. And references apply to the body too, not just the hero — feed it screenshots or live URLs of body layouts you like and have it apply the formatting.
The Takeaway: A Flexible Workflow, Not a Formula
None of this is prescriptive, and that's deliberate. The point is a flexible road map you can apply to all your AI design work: figure out what you actually like, cultivate that taste, bring it to AI, add the tools Claude Code doesn't ship with, then tweak and iterate so you're not at the mercy of one-shot lottery prompts. Do that, and you stop generating slop and start generating something that's specifically, unmistakably yours.
Frequently Asked Questions
Why do AI-generated websites all look the same?
Because AI has no taste and regresses to the mean. Without a specific reference to anchor to, the model outputs the statistical average of everything it has seen — same palette, same fonts, same layout. The fix is giving it your taste as a reference: a curated library of designs you actually like.
What is the Impeccable skill for Claude Code?
Impeccable is an open-source front-end design skill with nearly 50,000 GitHub stars and 23 commands that refine your site's components. It removes AI slop across seven areas — typography, color, spatial design, responsiveness, interaction, motion, and UX writing — and includes a live mode for clicking through and adjusting components on a dev server.
Which MCP does Claude Code need for image generation?
The Higgsfield MCP. Claude Code can't generate images or video out of the box, and Higgsfield routes to nearly every major generator. GPT Image 2 is a solid default for images; for video the best model rotates, but Seedance is currently strong. Install it from higgsfield.ai and Claude Code walks you through auth.
Should I try to one-shot a website with Claude Code?
No. One-shotting is a lottery. Cast a wide net instead — generate five styles at once, pick a direction, generate three variations, pick one, then nail the hero image and tweak live. Comparing options side by side gets you to a result you like far faster than blind iteration in a terminal.
What should I include in a web design prompt for AI?
Four things: the aesthetic (the design family), a reference image or URL to match the feel, the intent (what you're building, for whom, and the action you want), and guardrails (what to always and never do — like banning purple gradients and Inter font). Keep it flexible, not a rigid mega-prompt.
If you want to go deeper into building better sites with Claude Code, join the free Chase AI community for templates, prompts, and live breakdowns. And if you're serious about building with AI, check out the paid community, Chase AI+, for hands-on guidance on how to make money with AI.
