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performance-analysis

Detects and reports performance bottlenecks in Claude Flow swarms via CLI.

Updated Mar 5, 2026
Search Tags:#performance#monitoring#optimization#reporting#profiling#swarm#bottleneck
One-click install
npx skills add https://github.com/fabri07/Vektor --skill performance-analysis-fabri07
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-analysis
Source: https://github.com/fabri07/Vektor/tree/main/.claude/skills/performance-analysis
Command: npx skills add https://github.com/fabri07/Vektor --skill performance-analysis-fabri07

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Performance analysis and optimization of Claude Flow swarms to quickly identify and remediate bottlenecks.

Core Features & Use Cases

  • Bottleneck Detection: identify delays across communication, processing, memory, and network layers in swarm operations.
  • Performance Profiling & Reporting: real-time and historical profiling with comprehensive reports in multiple formats.
  • Optimization Guidance: actionable recommendations to improve topology, caching, concurrency, and resource utilization for faster swarm performance.
  • Use Case: DevOps teams monitoring swarm health to reduce latency and improve throughput.

Quick Start

Start bottleneck detection on the current swarm to uncover critical issues, then generate a performance report in your preferred format.

Frequently Asked Questions about performance-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify performance bottlenecks in a Claude Flow swarm?▼

To identify performance bottlenecks in a Claude Flow swarm, you can apply real-time monitoring and profiling to detect delays across communication, processing, memory, and network layers. This pinpoints critical issues for remediation.

What is the best way to profile swarm performance and generate reports?▼

The best way to profile swarm performance is by using historical profiling data to generate comprehensive reports. The tool supports multi-format outputs, allowing DevOps teams to analyze latency and throughput trends over time.

Can I get optimization guidance for improving swarm topology and caching?▼

Yes, you can get optimization guidance for improving swarm topology and caching. The tool provides actionable recommendations to enhance concurrency and resource utilization for faster swarm performance.

Does performance monitoring work across multiple swarms simultaneously?▼

Performance monitoring works across multiple swarms simultaneously, applying real-time monitoring and historical profiling to identify communication and processing delays across all active swarm operations.

Why does my swarm experience processing and network layer delays?▼

Your swarm experiences processing and network layer delays due to bottlenecks within those specific layers. Bottleneck detection identifies these exact delay points, enabling targeted optimization guidance to improve resource utilization.

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