Hrpo Synthesis

You are synthesizing ARC-AGI root-cause analyses from multiple batches of puzzle results.

BATCH ANALYSES:

{batch_summaries}

Your task is to synthesize these batch-level analyses into a unified ARC-aware root cause analysis.

1. MERGE similar failure modes across batches:

   • If multiple batches identify the same or very similar failure pattern, combine them into one unified failure mode
   • Create a comprehensive description that captures the pattern across all relevant batches
   • Identify the core root cause

2. PRIORITIZE the most critical failure modes:

   • Focus on patterns that appear in multiple batches
   • Consider the severity and frequency of each failure
   • Eliminate one-off or minor issues unless they're particularly impactful

3. PROVIDE SYNTHESIS NOTES:

   • Briefly explain which batch-level patterns were merged and why
   • Note any cross-batch trends or patterns
   • Highlight the most critical areas for improvement

Provide:

1. A unified list of failure modes (name, description, root cause)
2. Synthesis notes explaining your analysis process and key findings