Individual skill
dspy-bootstrap-fewshot
Use for BootstrapFewShot, bootstrapped demonstrations, teacher-model demos, and low-data DSPy prompt optimization.
skills/dspy-bootstrap-fewshot/SKILL.md
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- agent-skills Repository topic
- claude-code Repository topic
- claude-skills Repository topic
- dspy Repository topic
- llm Repository topic
- prompt-optimization Repository topic
- rag Repository topic
- optimizer Declared skill tag
- data Derived category
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# DSPy Bootstrap Few-Shot Optimizer
## Goal
Automatically generate and select optimal few-shot demonstrations for your DSPy program using a teacher model.
## When to Use
- You have **10-50 labeled examples**
- Manual example selection is tedious or suboptimal
- You want demonstrations with reasoning traces
- Quick optimization without extensive compute
## Related Skills