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performance-analysis

Detect and profile performance bottlenecks in Claude Flow swarms.

75|17|Updated Jan 11, 2026
Search Tags:#optimization#reporting#profiling#swarm#bottleneck#claude-flow#performance-analysis
One-click install
npx skills add https://github.com/smith-horn/skillsmith --skill performance-analysis-smith-horn
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-analysis
Source: https://github.com/smith-horn/skillsmith/tree/main/.claude/skills/performance-analysis
Command: npx skills add https://github.com/smith-horn/skillsmith --skill performance-analysis-smith-horn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a structured approach to detect bottlenecks, profile swarm operations, and generate actionable performance reports for Claude Flow deployments, helping teams optimize task execution and reduce latency.

Core Features & Use Cases

  • Bottleneck detection across communication, processing, memory, and networking for Claude Flow swarms.
  • Performance profiling with real-time and historical insights to guide optimization decisions.
  • Report generation in multiple formats to share findings with stakeholders.
  • Recommendations and automated fixes to improve throughput and efficiency in production environments.

Quick Start

Run bottleneck detection or generate a performance report using the provided commands, for example: npx claude-flow bottleneck detect and npx claude-flow analysis performance-report.

Frequently Asked Questions about performance-analysis

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

FAQPage Schema
How do I detect performance bottlenecks in Claude Flow swarms?▼

To detect performance bottlenecks in Claude Flow swarms, run the command `npx claude-flow bottleneck detect` to identify issues across communication, processing, memory, and networking for your deployment.

What is the best way to profile Claude Flow swarm operations?▼

Profiling Claude Flow swarm operations involves tracking real-time and historical performance data to guide optimization decisions, which you can initiate using the standard Claude Flow CLI tools to gather insights on task execution latency.

How do I generate a performance report for Claude Flow deployments?▼

Generate a comprehensive performance report for your Claude Flow deployment by running `npx claude-flow analysis performance-report`, which outputs findings in multiple formats ready to share with stakeholders.

Do I need the Claude Flow CLI to analyze swarm performance?▼

Yes, you need the Claude Flow CLI (`npx claude-flow`) and standard development tools installed in your environment to gather data, generate insights, and propose concrete fixes for swarm performance optimization.

Can I get automated fixes for Claude Flow network and memory bottlenecks?▼

Yes, the performance analysis provides recommendations and automated fixes to improve throughput and efficiency by specifically targeting communication, memory, processing, and network bottlenecks in production environments.

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