Individual skill
prompt-engineering-dspy
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming
cli-tool/components/skills/ai-research/prompt-engineering-dspy/SKILL.md
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- prompt-engineering Declared skill tag
- dspy Declared skill tag
- declarative-programming Declared skill tag
- rag Declared skill tag
- agents Declared skill tag
- prompt-optimization Declared skill tag
- lm-programming Declared skill tag
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Read excerpt
# DSPy: Declarative Language Model Programming
## When to Use This Skill
Use DSPy when you need to:
- **Build complex AI systems** with multiple components and workflows
- **Program LMs declaratively** instead of manual prompt engineering
- **Optimize prompts automatically** using data-driven methods
- **Create modular AI pipelines** that are maintainable and portable
- **Improve model outputs systematically** with optimizers
- **Build RAG systems, agents, or classifiers** with better reliability
**GitHub Stars**: 22,000+ | **Created By**: Stanford NLP
