Prompt Template Optimization

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Optimize prompt templates through iterative testing.

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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.

Details

Category

Analysis

Use Cases

Template optimizationPrompt refinementPerformance tuning

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash
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Prompt Template Optimization | Promptsy