design

Stable Diffusion web UI for Design

Name: Stable Diffusion web UI for Design
Author: AUTOMATIC1111

Generate images with stable-diffusion-webui, a tool for founders. 163k+ GitHub stars.

intermediate⏱ 30 minutes💵 Free + optional LLM API costs

165,035 stars32,819 forksPythonGuide quality 8/10 · reviewed Jun 30Updated 3/2/2026100% free · open source

What it is

Use a web interface to generate images with text prompts.

Real use case example

"A digital artist can use this skill to generate concept art for a new game. They can open the web UI, select a starting image, and input a text description. With just a few clicks, they can have a unique, AI-generated image that sparks their creativity. They can then refine and edit the image to refine the outcome."

Best insideGPT (ChatGPT)GeminiAntigravitySelf-hosted

When to use it

•When you need to quickly generate images for marketing materials or social media posts
•When you want to create concept art or prototypes for your product or service
•When you need to generate images for data augmentation or machine learning model training

Ready-to-paste prompt

To generate an image of a futuristic cityscape, use the prompt `A futuristic cityscape with sleek skyscrapers and flying cars, in the style of Syd Mead, 1024x512, ar 2:1, stable diffusion 1.4`

Heads up: Make sure you have a compatible version of Python (at least 3.8) and the necessary dependencies, including PyTorch and numpy, or you may encounter errors or compatibility issues

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/stable-diffusion-webui && curl -fsSL https://workflowstacks.com/api/skills/stable-diffusion-webui/claude-skill -o ~/.claude/skills/stable-diffusion-webui/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

35.7M

source size

AGPL-3.0

license

Key files

package.json

README.md

requirements_npu.txt

requirements_versions.txt

requirements-test.txt

requirements.txt

File tree

.github/

configs/

embeddings/

extensions/

extensions-builtin/

html/

javascript/

localizations/

models/

modules/

scripts/

test/

textual_inversion_templates/

_typos.toml

.eslintignore

.eslintrc.js

.git-blame-ignore-revs

.gitignore

.pylintrc

CHANGELOG.md

CITATION.cff

CODEOWNERS

environment-wsl2.yaml

launch.py

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/stable-diffusion-webui && curl -fsSL https://workflowstacks.com/api/skills/stable-diffusion-webui/claude-skill -o ~/.claude/skills/stable-diffusion-webui/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

AUTOMATIC1111

Language

Python