# AI World-Class Designer (skill)

**Turn your AI coding agent into a world-class designer** — a three-stage process
(Discover → Define → Deliver) with seven techniques for escaping generic "AI slop" design.
Distilled from Anshu Chimala's post on Lenny's Newsletter, with credits to the author.

Why it exists: LLMs are next-token predictors — at every design decision they pick the most
predictable choice, so everything converges to the same purple gradient, text-left/graphic-right
landing page. This skill brings in what the model can't produce alone: **external randomness**
(seed strings) and **external taste** (fresh-context critic subagents, your own reactions) —
plus image/video generation to replace the gradient-and-shapes tell, and a final
subtraction pass to remove the remaining AI fingerprints.

## Install

**Any agent** — it's one Markdown file, no dependencies, no API keys required to start
(keys only unlock Techniques 4–5):

```bash
git clone https://github.com/artificialguybr/ai-world-class-designer /tmp/awd
cp -r /tmp/awd/skills/ai-world-class-designer ~/.claude/skills/ai-world-class-designer
```

Claude Code reads `~/.claude/skills/` (global) or `.claude/skills/` (per project).
Cursor: `.cursor/skills/`, Codex: `.codex/skills/`, Gemini CLI: `.gemini/skills/` —
same directory, different destination.

## Use

```
design a landing page for my productivity app
make this page look designed, not AI-generated
restyle my dashboard — I hate the generic AI look
polish this UI to a top-studio level
```

The skill triggers on design/restyling/polishing requests and drives the full loop:
seed-string exploration → ambitious brief with your taste → critic-subagent iteration to 9/10 →
image/video enrichment → final subtraction pass.

## Credits & license

- Original article: ["How to turn your AI into a world-class designer"](https://www.lennysnewsletter.com/p/how-to-turn-your-ai-into-a-world)
  by **Anshu Chimala** (Lenny's Newsletter, Sep 1, 2026).
  Author links: [Substack](https://substack.com/@anshuc) · [LinkedIn](https://www.linkedin.com/in/achimala/) · [X](https://x.com/anshuc)
- Technique 1 is based on String Seed of Thought, published by [Sakana AI](https://pub.sakana.ai/ssot/).
- Process loosely inspired by the [Double Diamond](https://en.wikipedia.org/wiki/Double_Diamond_(design_process_model)) design process model.

Content © the original author; skill format here for interoperability. If you fork or republish,
keep the attribution above.