# Performance Analysis

Comprehensive performance analysis, bottleneck detection, and optimization...

- Repository: https://github.com/ruvnet/RuVector (4653 stars)
- Category: AI and agents
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add ruvnet/RuVector --skill performance-analysis -g -a claude-code -y`
Codex: `npx skills add ruvnet/RuVector --skill performance-analysis -g -a codex -y`
Cursor: `npx skills add ruvnet/RuVector --skill performance-analysis -g -a cursor -y`
Gemini CLI: `npx skills add ruvnet/RuVector --skill performance-analysis -g -a gemini-cli -y`

## Description

Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Performance Analysis Skill

Comprehensive performance analysis suite for identifying bottlenecks, profiling swarm operations, generating detailed reports, and providing actionable optimization recommendations.

## 🧠 Self-Learning Intelligence
Integrates with RuVector's Q-learning and vector memory for improved performance.
CLI: `node .claude/intelligence/cli.js stats`

## Overview

This skill consolidates all performance analysis capabilities:
- **Bottleneck Detection**: Identify performance bottlenecks across communication, processing, memory, and network
- **Performance Profiling**: Real-time monitoring and historical analysis of swarm operations
- **Report Generation**: Create comprehensive performance reports in multiple formats
- **Optimization Recommendations**: AI-powered suggestions for improving performance

## Quick Start

### Basic Bottleneck Detection
```bash
npx claude-flow bottleneck detect
```

### Generate Performance Report
```bash
npx claude-flow analysis performance-report --format html --include-metrics
```

### Analyze and Auto-Fix
```bash
npx claude-flow bottleneck detect --fix --threshold 15
```

## Core Capabilities

### 1. Bottleneck Detection

#### Command Syntax
```bash
npx claude-flow bottleneck detect [options]
```

#### Options
- `--swarm-id, -s <id>` - Analyze specific swarm (default: current)
- `--time-range, -t <range>` - Analysis period: 1h, 24h, 7d, all (default: 1h)
- `--threshold <percent>` - Bottleneck threshold percentage (default: 20)
- `--export, -e <file>` - Export analysis to file
- `--fix` - Apply automatic optimizations

#### Usage Examples
```bash
# Basic detection for current swarm
npx claude-flow bottleneck detect

# Analyze specific swarm over 24 hours
npx claude-flow bottleneck detect --swarm-id swarm-123 -t 24h

# Export detailed analysis
npx claude-flow bottleneck detect -t 24h -e bottlenecks.json

# Auto-fix detected issues
npx claude-flow bottleneck detect --fix --threshold 15

The rest: https://github.com/ruvnet/RuVector/blob/HEAD/.claude/skills/performance-analysis/SKILL.md