performance-analysis
CommunityPinpoint AI bottlenecks, optimize swarm performance.
AuthorFreakyLetsFail
Version1.0.0
Installs0
System Documentation
What problem does it solves? This Skill addresses the critical issue of slow execution, high resource consumption, and inefficient workflows in AI agent swarms. It automates the complex process of identifying and resolving performance bottlenecks.
Core Features & Use Cases
- Bottleneck Detection: Automatically identifies communication, processing, memory, and network bottlenecks across your swarm.
- Performance Profiling: Provides real-time monitoring and historical analysis of swarm operations, agent utilization, and resource constraints.
- Optimization Recommendations: Offers AI-powered suggestions for improving performance, including topology optimization, caching, and concurrency tuning.
- Use Case: Imagine your AI development swarm is running slowly. Use this Skill to detect bottlenecks, which might reveal 'Agent Communication' delays. The Skill will then recommend switching to a 'hierarchical topology' and can even apply this fix automatically, significantly improving your swarm's efficiency.
Quick Start
Detect performance bottlenecks in the current swarm and generate a detailed HTML performance report including all metrics.
Dependency Matrix
Required Modules
claude-flow
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: performance-analysis Download link: https://github.com/FreakyLetsFail/open-finance/archive/main.zip#performance-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.