stable-diffusion
Stable Diffusion
Stable Diffusion (by Stability AI) is the open standard for image generation. SD 3.5 (2025) improves prompt adherence and typography.
When to Use
- Control: You need exact composition control (ControlNet).
- Local Generation: Run on your own GPU. No censorship/cost.
- Fine-Tuning: training LoRAs on your own face/product.
Core Concepts
Diffusers Library
The Hugging Face library to run SD pipelines in Python.
LoRA (Low-Rank Adaptation)
Small adapter files (100MB) that add a style or character to the base model.
More from g1joshi/agent-skills
template
Expert [skill-name] assistance covering [feature 1], [feature 2], and [feature 3]. Use when [working with X], [debugging Y], or [implementing Z].
34mariadb
MariaDB MySQL-compatible database with Galera clustering. Use for MySQL-compatible database needs.
6claude
Anthropic Claude AI models for analysis and coding. Use for AI assistants.
5javascript
JavaScript ES6+ programming including async/await, DOM manipulation, modules, and Node.js. Use for .js files and web development.
4typescript
TypeScript static typing with interfaces, generics, decorators, and type inference. Use for .ts files.
4python
Python programming with type hints, async/await, decorators, and package management. Use for .py files and data science.
4