Optimize {{initial_prompt}} for {{model}} to improve {{target_metrics}}. Step 1: Baseline current prompt performance Step 2: Identify weaknesses (vagueness, length, structure) Step 3: Generate candidate improvements Step 4: Test variants against {{evaluation_set}} Step 5: Analyze which changes drove improvements Step 6: Synthesize optimal prompt with performance gains Explain reasoning behind each optimization choice.
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Details
Category
AnalysisUse Cases
Prompt optimizationPerformance improvementIterative refinement
Works Best With
claude-opus-4.5gpt-5.2gemini-2.0-flash
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