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dspy-prompt-optimizer

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Tunes prompts iteratively using reflection and success metrics. Use for: optimize this prompt, dspy tune, improve prompt with reflection, `self-refine-loop`.

.grok/skills/dspy-prompt-optimizer/SKILL.md

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Oct 21, 2026
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# DSPy Prompt Optimizer
## When to Use

- User says **optimize this prompt** or task matches this capability
- User says **dspy tune** or task matches this capability
- User says **improve prompt with reflection** or task matches this capability

## Workflow

1. Capture baseline prompt and 2-3 example inputs with desired outputs.
2. Run baseline; score outputs against criteria.
3. Generate 3 prompt variants addressing failures.
4. Test variants; pick best by score.
5. Return optimized prompt with before/after metrics.
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