Optimize prompt template for {{model}} on {{task}}. Step 1: Analyze current template performance on {{test_set}} Step 2: Identify template weaknesses (clarity, structure, examples) Step 3: Generate template variants with specific improvements Step 4: A/B test variants measuring {{success_metrics}} Step 5: Analyze which changes drove improvement Step 6: Synthesize optimized template with documentation Explain optimization rationale at each iteration.
Prompt Template Optimization
Optimize prompt templates through iterative testing.
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Category
AnalysisUse Cases
Template optimizationPrompt refinementPerformance tuning
Works Best With
claude-opus-4.5gpt-5.2gemini-2.0-flash
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