performance-analysis

Detect bottlenecks and generate performance reports for Claude Flow swarms.

25|41|Updated Nov 24, 2025
One-click install
npx skills add https://github.com/agenticsorg/hackathon-tv5 --skill performance-analysis-agenticsorg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: performance-analysis
Source: https://github.com/agenticsorg/hackathon-tv5/tree/main/.claude/skills/performance-analysis
Command: npx skills add https://github.com/agenticsorg/hackathon-tv5 --skill performance-analysis-agenticsorg

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill identifies and resolves performance bottlenecks within Claude Flow swarms, ensuring efficient and optimized operation.

Core Features & Use Cases

  • Bottleneck Detection: Pinpoints issues in communication, processing, memory, and network.
  • Performance Profiling: Monitors swarm operations in real-time and historically.
  • Report Generation: Creates detailed performance reports in various formats (HTML, JSON, Markdown).
  • Optimization Recommendations: Provides AI-driven suggestions for performance improvements.
  • Use Case: A developer notices their agent swarm is running slower than expected. They use this Skill to detect that communication delays between agents are the primary bottleneck and receive recommendations to switch to a hierarchical topology for better performance.

Quick Start

Use the performance-analysis skill to detect bottlenecks in the current swarm.

Frequently Asked Questions about performance-analysis

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

FAQPage Schema
How do I detect bottlenecks in a Claude Flow agent swarm?

To detect bottlenecks in a Claude Flow agent swarm, you can use performance profiling to pinpoint issues across communication, processing, memory, and network, receiving actionable optimization recommendations.

What is the best way to profile agent swarm performance issues?

The best way to profile agent swarm performance is by running real-time and historical profiling to identify communication delays and processing issues, which generates actionable insights and automated fixes for continuous optimization.

Can I generate performance analysis reports in multiple formats?

Yes, you can generate detailed performance analysis reports in multiple formats including HTML, JSON, and Markdown, allowing you to document bottleneck detection and optimization results for continuous monitoring.

Why does my Claude Flow swarm run slower than expected?

Your Claude Flow swarm may run slowly due to communication delays between agents, processing limits, memory constraints, or network issues, which performance analysis can identify and suggest fixes for, like topology changes.

Does performance analysis work without external dependencies?

Yes, performance analysis works without external dependencies, using internal scripts and references to perform comprehensive bottleneck detection, real-time profiling, and automated optimization recommendations for Claude Flow swarms.