Can I integrate these reports into my CI/CD pipeline?

Yes, the skill can export analysis results in JSON format, allowing you to set automated performance thresholds that can pass or fail builds.

How does the Performance Analysis skill detect bottlenecks?

It analyzes message queue delays, agent response times, resource utilization, and memory access patterns to pinpoint specific components causing latency.

What report formats are supported?

The skill generates detailed performance reports in HTML for visual review, Markdown for documentation, and JSON for programmatic analysis.

Does it support real-time monitoring of active agents?

Yes, it provides real-time profiling during execution to monitor task complexity versus execution time and identify resource constraints as they happen.

What kind of 'Quick Fixes' can the skill apply automatically?

It can automatically adjust swarm topology, enable smart memory caching, optimize message routing, and tune agent concurrency levels.

Performance Analysis

Name: Performance Analysis
Author: nbossn

bynbossn

0•

分析与监控

Analyzes swarm performance, identifies system bottlenecks, and provides AI-powered optimization recommendations to improve execution speed and resource efficiency.

The Performance Analysis skill provides a comprehensive suite for monitoring and optimizing Claude Flow swarm operations. It enables developers to detect critical bottlenecks in communication, processing, and memory while providing real-time profiling and historical analysis. With the ability to generate detailed reports in multiple formats and apply automated 'Quick Fixes,' it ensures agent-based workflows remain efficient, cost-effective, and scalable by identifying latent latencies and suggesting architectural improvements like topology shifts or caching strategies.

主要功能

01Automated Optimization 'Quick Fixes' for topology, caching, and concurrency

02Comparative Analysis to track performance trends and regression across swarms

03Real-time Performance Profiling including agent utilization and resource metrics

04Multi-format Report Generation (HTML, Markdown, JSON) for stakeholders and CI/CD

05Advanced Bottleneck Detection across communication, processing, and memory layers

060 GitHub stars

使用场景

01Generating performance audit reports for CI/CD pipelines to ensure performance thresholds are met

02Optimizing agent coordination delays and message latency in complex multi-agent workflows

03Identifying and resolving resource contention or memory access issues in high-throughput swarms

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nbossn/claude-code-base performance-analysis

For use in Claude.ai and ChatGPT

主要功能

01Automated Optimization 'Quick Fixes' for topology, caching, and concurrency

02Comparative Analysis to track performance trends and regression across swarms

03Real-time Performance Profiling including agent utilization and resource metrics

04Multi-format Report Generation (HTML, Markdown, JSON) for stakeholders and CI/CD

05Advanced Bottleneck Detection across communication, processing, and memory layers

060 GitHub stars

使用场景

01Generating performance audit reports for CI/CD pipelines to ensure performance thresholds are met

02Optimizing agent coordination delays and message latency in complex multi-agent workflows

03Identifying and resolving resource contention or memory access issues in high-throughput swarms