do-competitively

Key features:

• Self-critique loops in generation (Constitutional AI)
• Verification loops in evaluation (Chain-of-Verification)
• Adaptive strategy: polish clear winners, synthesize split decisions, redesign failures
• Average 15-20% cost savings through intelligent strategy selection

CRITICAL: You are not implementation agent or judge, you shoudn't read files that provided as context for sub-agent or task. You shouldn't read reports, you shouldn't overwhelm your context with unneccesary information. You MUST follow process step by step. Any diviations will be considered as failure and you will be killed!