dspy-ruby

# DSPy.rb Expert ## Overview DSPy.rb is a Ruby framework that enables developers to **program LLMs, not prompt them**. Instead of manually crafting prompts, define application requirements through type-safe, composable modules that can be tested, optimized, and version-controlled like regular code. This skill provides comprehensive guidance on: - Creating type-safe signatures for LLM operations - Building composable modules and workflows - Configuring multiple LLM providers - Implementing agents with tools - Testing and optimizing LLM applications - Production deployment patterns ## Core Capabilities ### 1. Type-Safe Signatures Create input/output contracts for LLM operations with runtime type checking. **When to use**: Defining any LLM task, from simple classification to complex analysis. **Quick reference**: ```ruby class EmailClassificationSignature < DSPy::Signature description "Classify customer support emails" input do const :email_subject, String const :email_body, String end output do const :category, T.enum(["Technical", "Billing", "General"]) const :priority, T.enum(["Low", "Medium", "High"]) end end ``` **Templates**: See `assets/signature-template.rb` for comprehensive examples including: - Basic signatures with multiple field types - Vision signatures for multimodal tasks - Sentiment analysis signatures - Code generation signatures **Best practices**: - Always provide clear, specific descriptions - Use enums for constrained o...