Java Spring Boot development guidelines with best practices for building robust, secure, and maintainable enterprise...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
7,400 skills
Guidelines for semantic HTML markup, document structure, forms, accessibility attributes, and modern HTML best practices
Ghost CMS theme development with Handlebars templating, Alpine.js, Tailwind CSS, and performance optimization
Guidelines for developing with Deno and TypeScript using modern runtime features, security model, and native tooling
Comprehensive deep learning guidelines for neural network development, training, and optimization.
Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers,...
Guidelines for deep learning development with PyTorch, Transformers, Diffusers, and Gradio for LLM and diffusion model work.
Best practices for CSS development including modern layout techniques, naming conventions, theming, and maintainable...
Expert guidelines for blockchain development including CosmWasm, Cosmos, and cross-chain patterns
Expert guidance for Microsoft AutoGen multi-agent framework development including agent creation, conversations,...
Expert guidance for Anthropic Claude API development including Messages API, tool use, prompt engineering, and...
Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic...
Use when bumping ralph-orchestrator version for a new release, after fixes are committed and ready to publish
Use when managing runtime tasks or memories during Ralph orchestration runs
Use when discovering codebase patterns, making architectural decisions, solving recurring problems, or learning...
Use when creating animated demos (GIFs) for pull requests or documentation. Covers terminal recording with asciinema...
This sop guides you through the process of transforming a rough idea into a detailed design document with an...
Lists all code tasks in the repository with their status, dates, and metadata. Useful for getting an overview of...
Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library...
EvalKit is a conversational evaluation framework for AI agents that guides you through creating robust evaluations...
Generates new Ralph hat collection presets through guided conversation. Asks clarifying questions, validates against...
This sop analyzes a codebase and generates comprehensive documentation including structured metadata files that...
This sop generates structured code task files from rough descriptions, ideas, or PDD implementation plans. It...
This sop guides the implementation of code tasks using test-driven development principles, following a structured...