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.