Phase 4.2: Agent Behavior Metrics

[jharris1679]

Implement metrics specifically focused on agent behavior and efficiency.

Agent Metrics to Track

• Time to completion
• Number of iterations/corrections needed
• Context usage efficiency
• Tool selection appropriateness
• Self-correction frequency
• Planning/decomposition quality
• Resource consumption (tokens, API calls)

Tasks

• Implement agent behavior tracking
• Create tool usage analysis
• Build iteration tracking system
• Add context window monitoring
• Implement efficiency calculations
• Create behavior pattern detection

Acceptance Criteria

• Can track detailed agent behavior
• Metrics show agent efficiency trends
• Tool usage is properly analyzed
• Context usage is optimized
• Patterns can identify improvement areas