Decompose {{model}} performance optimization into steps. Diagnostic phase: - Profile current performance - Identify bottlenecks - Baseline metrics Optimization phase: - Prompt optimization tasks - Caching implementation - Batching setup - Model configuration tuning Validation phase: - Performance testing - Quality regression check - Cost impact analysis Deployment phase: - Staged rollout - Monitoring setup - Rollback preparation Target {{performance_improvement}} with quality constraints.
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Details
Category
AnalysisUse Cases
Optimization planningPerformance improvementStep sequencing
Works Best With
claude-opus-4.5gpt-5.2gemini-2.0-flash
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