performance-analysis

Detect performance bottlenecks in Claude Flow swarm operations.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/bjpl/hablas --skill performance-analysis-bjpl
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-analysis
Source: https://github.com/bjpl/hablas/tree/main/.claude/skills/performance-analysis
Command: npx skills add https://github.com/bjpl/hablas --skill performance-analysis-bjpl

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires claude-flow, and includes scripts (resource) and references (resource) components.

What problem does it solves? Identifying and resolving performance bottlenecks in complex AI agent swarms can be challenging and time-consuming. This skill provides a comprehensive suite for performance analysis, enabling real-time bottleneck detection, detailed profiling, and AI-powered optimization recommendations to ensure efficient swarm operations.

Core Features & Use Cases

  • Bottleneck Detection: Identifies communication, processing, memory, and network bottlenecks with impact assessment.
  • Performance Profiling: Offers real-time monitoring and historical analysis of swarm operations and agent utilization.
  • Optimization Recommendations: Provides AI-powered, actionable suggestions for improving performance, including automatic fixes.
  • Use Case: Your AI development swarm is running slowly. Use npx claude-flow bottleneck detect to pinpoint that agent communication is causing a 35% impact. The skill then recommends switching to a hierarchical topology and enabling memory caching, which you can apply with --fix for immediate improvement.

Quick Start

Detect performance bottlenecks in your current swarm and then generate an HTML performance report including detailed metrics. npx claude-flow bottleneck detect npx claude-flow analysis performance-report --format html --include-metrics

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 my Claude Flow swarm?▼

Detect bottlenecks by running `npx claude-flow bottleneck detect` to identify communication, processing, memory, and network issues with impact assessment across your swarm operations.

What types of bottlenecks can performance analysis identify in AI agent swarms?▼

Performance analysis identifies communication, processing, memory, and network bottlenecks with real-time monitoring and impact assessment, pinpointing which constraint degrades swarm efficiency most.

Can I get optimization recommendations automatically applied to my swarm?▼

Yes, the skill provides AI-powered optimization suggestions and applies automatic fixes with the `--fix` flag, enabling immediate improvements like hierarchical topology and memory caching.

How do I generate performance reports from swarm profiling data?▼

Generate detailed performance reports using `npx claude-flow analysis performance-report --format html --include-metrics` to export swarm metrics in structured formats.

Does this skill support both real-time and historical performance analysis?▼

Yes, the skill provides real-time monitoring and historical profiling of swarm operations and agent utilization to track performance trends and identify recurring bottlenecks.