dspy-output-refinement-constraints

Features and purpose

This skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine", "select best output", "use dspy.BestOfN", mentions "output validation", "constraint checking", "multi-attempt generation", "reward function", or needs to improve output quality through iterative refinement or best-of-N selection with custom constraints.

Quick start

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.