Analyze {{model}} context utilization for {{task_type}}. Step 1: Design probes testing context retrieval at different positions Step 2: Measure accuracy vs. context position (beginning, middle, end) Step 3: Test with varying context lengths from {{context_lengths}} Step 4: Identify the "lost in the middle" effect severity Step 5: Calculate effective context window size Step 6: Recommend context structuring strategies Explain findings with supporting data.
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Details
Category
AnalysisUse Cases
Context analysisRetrieval testingWindow optimization
Works Best With
claude-opus-4.5gpt-5.2gemini-2.0-flash
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