Context Utilization Analysis

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Analyze how effectively a model uses provided context.

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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.

Details

Category

Analysis

Use Cases

Context analysisRetrieval testingWindow optimization

Works Best With

claude-opus-4.5gpt-5.2gemini-2.0-flash
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