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performance-analysis

Identify and quantify performance bottlenecks across communications, processing, memory, and networks for GenDev swarms.

Updated Jan 7, 2026
Search Tags:#performance#reports#optimization#profiling#swarm#bottleneck#topology
One-click install
npx skills add https://github.com/Aktoh-Cyber/agent-control-plane --skill performance-analysis-aktoh-cyber
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-analysis
Source: https://github.com/Aktoh-Cyber/agent-control-plane/tree/main/.claude/skills/performance-analysis
Command: npx skills add https://github.com/Aktoh-Cyber/agent-control-plane --skill performance-analysis-aktoh-cyber

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Performance analysis for GenDev swarms helps quickly locate bottlenecks, quantify impact, and guide targeted optimizations.

Core Features & Use Cases

  • Bottleneck detection across communication, processing, memory, and network
  • Real-time and historical performance profiling
  • Comprehensive reports with actionable recommendations for topology, caching, and concurrency
  • Use Case: A reliability team analyzes a swarm's behavior to shrink task times and improve throughput.

Quick Start

Analyze a running swarm by running the bottleneck detection and then generate a performance report for the last 24 hours.

Frequently Asked Questions about performance-analysis

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

FAQPage Schema
How do I find performance bottlenecks in my GenDev swarm?▼

Performance profiling identifies bottlenecks by analyzing real-time and historical swarm behavior, quantifying impact across communication, processing, memory, and network layers to pinpoint the exact sources of slowdown.

What's the best way to optimize swarm topology and concurrency?▼

Optimizing swarm topology and concurrency requires generating a comprehensive performance report that provides actionable recommendations for resource tuning, caching adjustments, and concurrency improvements based on profiling data.

Can I analyze historical performance data for GenDev swarms?▼

Yes, you can analyze historical performance data by generating a performance report covering a specific period, such as the last 24 hours, to review past task times, throughput metrics, and identify recurring issues.

Does swarm performance analysis require specific environment setup?▼

Swarm performance analysis requires a running GenDev swarm environment to execute bottleneck detection and collect real-time or historical profiling data for generating actionable optimization reports.

Why does my GenDev swarm have high latency and low throughput?▼

High latency and low throughput in a GenDev swarm typically result from bottlenecks across communication, processing, memory, or network layers, which performance profiling can identify and quantify for targeted optimization.

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