Performance_Engineering
Optimizes application performance through automated analysis, bottleneck identification, and resource tuning recommendations.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add performance_engineering npx -- -y @trustedskills/performance_engineering
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"performance_engineering": {
"command": "npx",
"args": [
"-y",
"@trustedskills/performance_engineering"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows AI agents to analyze and optimize system performance. It can identify bottlenecks in code or infrastructure, suggest improvements for speed and efficiency, and provide insights into resource utilization. The agent can also simulate different configurations to predict the impact of changes before they are implemented.
When to use it
- Slow application: When users report slow loading times or sluggish responsiveness from an application.
- High server costs: To identify areas where cloud resources are being over-utilized and suggest ways to reduce spending.
- Code refactoring: Before deploying new code, to proactively ensure performance doesn’t degrade.
- Database optimization: When database queries are slow or impacting overall system performance.
Key capabilities
- Performance bottleneck identification
- Resource utilization analysis
- Configuration simulation
- Optimization recommendations
- Code profiling
Example prompts
- "Analyze the performance of this Python script and suggest optimizations."
- "Simulate the impact of increasing server memory on application latency."
- "Identify bottlenecks in our database query execution plan."
- “Profile this Java code for CPU usage.”
Tips & gotchas
The agent requires access to relevant system metrics and logs to perform accurate analysis. Providing clear context about the environment (e.g., programming language, framework, infrastructure) will improve the quality of its recommendations.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.