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performance-analysis

Detect performance bottlenecks in Claude Flow swarm operations.

2|1|Updated Jul 24, 2025
Search Tags:#performance#optimization#analysis#metrics#profiling#swarm#bottleneck
One-click install
npx skills add https://github.com/breddin/claude-flow-baseline --skill performance-analysis-breddin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-analysis
Source: https://github.com/breddin/claude-flow-baseline/tree/main/.claude/skills/performance-analysis
Command: npx skills add https://github.com/breddin/claude-flow-baseline --skill performance-analysis-breddin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solves? This Skill identifies and resolves performance bottlenecks in Claude Flow swarms, providing comprehensive analysis, real-time profiling, and AI-powered optimization recommendations to ensure your AI agents operate at peak efficiency.

Core Features & Use Cases

  • Bottleneck Detection: Pinpoint communication, processing, memory, and network bottlenecks with detailed impact assessment.
  • Performance Profiling: Monitor swarm operations in real-time and analyze historical data for performance trends and agent utilization.
  • Report Generation: Create detailed performance reports in HTML, JSON, or Markdown formats with actionable recommendations for improvement.
  • Use Case: Automatically detect a communication bottleneck in your development swarm, receive a recommendation to switch to a hierarchical topology, and apply the fix to reduce task completion times by 30-50%.

Quick Start

Detect performance bottlenecks in your current swarm

npx claude-flow bottleneck detect

Generate a comprehensive HTML performance report

npx claude-flow analysis performance-report --format html --include-metrics

Analyze and automatically apply fixes for detected issues with a 15% threshold

npx claude-flow bottleneck detect --fix --threshold 15

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?▼

Bottleneck detection identifies communication, processing, memory, and network constraints in your swarm operations. Run `npx claude-flow bottleneck detect` to pinpoint performance issues with detailed impact assessment across all domains.

Can I analyze historical performance data and trends in my swarm operations?▼

Performance profiling captures real-time and historical swarm operation metrics to reveal trends and agent utilization patterns. Use `npx claude-flow analysis performance-report` to generate comprehensive reports with actionable optimization recommendations.

What formats can performance reports be exported in?▼

Performance reports support HTML, JSON, and Markdown formats for flexible integration into your workflows. Use the `--format` flag to specify output type and `--include-metrics` to embed detailed performance data.

How do I automatically fix detected performance issues in my swarm?▼

Automated optimization applies fixes to detected bottlenecks based on a configurable threshold. Run `npx claude-flow bottleneck detect --fix --threshold 15` to automatically resolve issues and improve task completion times.

What kinds of bottlenecks can be detected in swarm communication and processing?▼

The profiler detects bottlenecks across communication protocols, processing latency, memory constraints, and network throughput. Each bottleneck includes impact assessment and topology-specific recommendations like switching to hierarchical architectures.

Do I need to configure time ranges and thresholds for performance analysis?▼

Performance analysis supports configurable time ranges and thresholds to match your monitoring requirements. Customize detection sensitivity and reporting windows to focus on critical performance metrics relevant to your swarm scenarios.

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