/performance-bottlenecks

Performance Bottleneck Analysis

Purpose

Identify and resolve performance bottlenecks in your development workflow.

Automated Analysis

1. Real-time Detection

The post-task hook automatically analyzes:

• Execution time vs. complexity
• Agent utilization rates
• Resource constraints
• Operation patterns

2. Common Bottlenecks

**Time Bottlenecks:**

• Tasks taking > 5 minutes
• Sequential operations that could parallelize
• Redundant file operations

**Coordination Bottlenecks:**

• Single agent for complex tasks
• Unbalanced agent workloads
• Poor topology selection

**Resource Bottlenecks:**

• High operation count (> 100)
• Memory constraints
• I/O limitations

3. Improvement Suggestions

Tool: mcp__claude-flow__task_results
Parameters: {"taskId": "task-123", "format": "detailed"}

Result includes:
{
  "bottlenecks": [
    {
      "type": "coordination",
      "severity": "high",
      "description": "Single agent used for complex task",
      "recommendation": "Spawn specialized agents for parallel work"
    }
  ],
  "improvements": [
    {
      "area": "execution_time",
      "suggestion": "Use parallel task execution",
      "expectedImprovement": "30-50% time reduction"
    }
  ]
}

Continuous Optimization

The system learns from each task to prevent future bottlenecks!