stable-diffusion-image-generation SKILL.md skillA
stable-diffusion-image-generation from orchestra-research/ai-research-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add orchestra-research/ai-research-skills/stable-diffusion-image-generation@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- orchestra-research/ai-research-skills
- Path
18-multimodal/stable-diffusion/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Nov 25, 2025
- Size
- 12,989 bytes
- Repository stars
- 13,718
- License
- MIT
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Stable Diffusion Image Generation Comprehensive guide to generating images with Stable Diffusion using the HuggingFace Diffusers library. ## When to use Stable Diffusion **Use Stable Diffusion when:** - Generating images from text descriptions - Performing image-to-image translation (style transfer, enhancement) - Inpainting (filling in masked regions) - Outpainting (extending images beyond boundaries) - Creating variations of existing images - Building custom image generation workflows **Key features:** - **Text-to-Image**: Generate images from natural language prompts - **Image-to-Image**: Transform existing images with text guidance - **Inpainting**: Fill masked regions with context-aware content - **ControlNet**: Add spatial conditioning (edges, poses, depth) - **LoRA Support**: Efficient fine-tuning and style adaptation - **Multiple Models**: SD 1.5, SDXL, SD 3.0, Flux support **Use alternatives instead:** - **DALL-E 3**: For API-based generation without GPU - **Midjourney**: For artistic, stylized outputs - **Imagen**: For Google Cloud integration - **Leonardo.ai**: For web-based creative workflows ## Quick start ### Installation ```bash …
Read the whole file at its exact version.
How to install
mdr add orchestra-research/ai-research-skills/stable-diffusion-image-generation@sha256:816dce0d04b2e2ddThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ade4zmuwlg73mhyv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 25, 2025.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12989 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
orchestra-research/ai-research-skills · 13,718 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ade4zmuwlg73mhyv GET https://markdownregistry.com/api/v1/resolve?ref=orchestra-research/ai-research-skills/stable-diffusion-image-generation GET https://markdownregistry.com/api/v1/blob/816dce0d04b2e2ddc1510a5aaf3e545778f4c59f7329af689dc9941bbbebca37
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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