---
title: "Stable Diffusion Image Generation - Air Market"
description: "You need pictures and you would rather describe them than draw them. This covers generating images from text with Stable Diffusion, reworking an image you already have, and filling in a region you wa…"
canonical: "https://airmarket.ai/app/stable-diffusion-image-generation"
---

[Air Market](/) / [Design](/category/design) / Stable Diffusion Image Generation

Skill by [Orchestra Research](/@orchestra-research)

# Stable Diffusion Image Generation

Turn a written prompt into a picture, or reshape one you have

## What this does

You need pictures and you would rather describe them than draw them. This covers generating images from text with Stable Diffusion, reworking an image you already have, and filling in a region you want changed. Reach for it when you need visuals on demand, or when you want to assemble your own generation setup rather than use a fixed one.

### Top 3 things it does for you

- Make an image from a text prompt
- Redraw an existing image in a new direction
- Paint over part of a picture and fill it back in

## Information

**Stable Diffusion Image Generation at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Orchestra Research](/@orchestra-research) |
| Category | [Design](/category/design) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0.0 |
| Size | 42 KB |
| Licence | MIT |
| Repository | [orchestra-research/ai-research-skills](https://github.com/orchestra-research/ai-research-skills/tree/28f2d29236f2bade2eb92cadb2585189589a5828/18-multimodal/stable-diffusion) |
| GitHub stars | 11,987 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Stable Diffusion Image Generation and flagged nothing. AIR's verdict: **safe**.

**What Stable Diffusion Image Generation's check was run against**

|  |  |
| --- | --- |
| Commit | 28f2d29236f2bade2eb92cadb2585189589a5828 |
| Content hash | 0f82e6a386592f31ddcd7cab519baf5021188c47a6d0bc77462afc071715609e |
| Files read | [Browse the files at this exact commit](https://github.com/orchestra-research/ai-research-skills/blob/28f2d29236f2bade2eb92cadb2585189589a5828/18-multimodal/stable-diffusion/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Stable Diffusion Image Generation](/security/stable-diffusion-image-generation)

## About Stable Diffusion Image Generation

This covers text-to-image generation with Stable Diffusion models through HuggingFace Diffusers: writing a prompt and getting a picture back.

It also covers the neighbouring jobs - image-to-image translation when you have a starting picture, inpainting when only part of an image should change, and building custom diffusion pipelines when the standard path does not fit what you are making.

## What's inside

- SKILL.md - instructions
- references/advanced-usage.md - reference
- references/troubleshooting.md - reference

## Questions

### Is Stable Diffusion Image Generation safe to install?

AIR scanned this exact version of Stable Diffusion Image Generation and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 28f2d29236f2, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/stable-diffusion-image-generation.

### How do I install Stable Diffusion Image Generation?

Open https://airmarket.ai/app/stable-diffusion-image-generation on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/orchestra-research/ai-research-skills/tree/28f2d29236f2bade2eb92cadb2585189589a5828/18-multimodal/stable-diffusion. Install from that link, not the branch.

## Related on Air Market

- [More Design listings](/category/design)
- [Everything by Orchestra Research](/@orchestra-research)

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Canonical URL: <https://airmarket.ai/app/stable-diffusion-image-generation>