DSPy Prompt Engineering

What You Get

Build declarative LM programs with DSPy. Auto-optimize prompts, build RAG pipelines, and chain modules without manual prompt engineering.

Features

• Declarative module composition (ChainOfThought, ReAct, RAG)
• Automatic prompt optimization with few-shot examples
• Built-in retrieval module for RAG pipelines
• Evaluation metrics and teleprompter optimization
• Multi-LLM support (OpenAI, Anthropic, local models)
• Assertion-based quality control

Requirements

• Hermes Agent or OpenClaw v2.0+
• Python 3.9+
• LLM API key or local model

Installation

hermes skills install dspy-prompt-engineering