dspy-rb-skill

🥈Silver

A Claude skill that gives Claude deep knowledge of DSPy.rb for building type-safe LLM applications in Ruby using Sorbet types, composable modules, and ReAct/CodeAct agents.

500Updated 1mo ago

Intermediate30min to implementautomation

Saves ~70 min per use

Quick InstallView Source

git clone https://github.com/vicentereig/dspy-rb-skill.git

Works with:

Claude

Overview

About This Skill

The DSPy.rb Claude Skill equips Claude with deep knowledge of the DSPy.rb framework, enabling it to assist Ruby developers in building type-safe LLM applications. Once installed, Claude can help define signatures with Sorbet types including enums, structs, and arrays, and guide developers in composing modular LLM workflows. The skill covers creating ReAct and CodeAct agents with tool calling, implementing recursive types using JSON Schema $defs format, and adding field descriptions to T::Struct for improved LLM understanding. It also supports optimization workflows using MIPROv2 and GEPA, as well as testing with RSpec and VCR and deploying to production with observability and error handling. Ruby developers building AI-powered applications with DSPy.rb are the primary beneficiaries of this skill.

How to Use

For Claude Code, clone the repository into your global skills directory at ~/.claude/skills/dspy-rb or into a project-level .claude/skills/dspy-rb folder. For Claude.ai Pro, Max, Team, or Enterprise plans, download the repository as a ZIP and upload it via Settings > Skills. Once installed, the skill activates automatically when you ask about DSPy.rb, Ruby LLM applications, signatures, predictors, or ReAct agents.

Use Cases

Define type-safe DSPy signatures with Sorbet enums, structs, and arrays

Create ReAct and CodeAct agents with tool calling in Ruby

Implement LLM pipeline optimization using MIPROv2 and GEPA

Test and evaluate LLM applications with RSpec and VCR

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/vicentereig/dspy-rb-skill

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

I'm developing a Ruby application using DSPy.rb for type-safe LLM integration. I need help with [SPECIFIC TASK] in my project. Here's my current code: [CODE SNIPPET]. Can you help me [IMPROVE/DEBUG/EXTEND] this functionality while maintaining type safety?

Example Output

```ruby
# Type-safe LLM integration example for a customer support chatbot

class SupportChatbot < DSPy::LLM
  # Define input and output types
  input_type :string, description: "User's support query"
  output_type :string, description: "Generated support response"

  # Initialize with specific LLM configuration
  def initialize(llm_config: { model: "gpt-3.5-turbo", temperature: 0.7 })
    super(llm_config)
  end

  # Custom processing method
  def process_query(query)
    # Type-safe validation
    raise ArgumentError, "Query must be a string" unless query.is_a?(String)

    # Generate response with type safety
    response = generate(
      prompt: "Answer this support query: #{query}",
      max_tokens: 150
    )

    # Post-processing with type checking
    if response.is_a?(String)
      "Support Response: #{response}"
    else
      raise "Invalid response type received"
    end
  end
end

# Usage example
chatbot = SupportChatbot.new
response = chatbot.process_query("How do I reset my password?")
puts response
```