Instantly Performance Tuning
Automatically optimizes AI model performance across various metrics using advanced algorithms developed by jeremylongshore.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add instantly-performance-tuning npx -- -y @trustedskills/instantly-performance-tuning
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"instantly-performance-tuning": {
"command": "npx",
"args": [
"-y",
"@trustedskills/instantly-performance-tuning"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows AI agents to rapidly optimize code for performance. It identifies bottlenecks and suggests targeted improvements, such as algorithm changes or data structure adjustments. The goal is to reduce execution time and resource consumption without significantly impacting functionality.
When to use it
- Slow Code Execution: When a script or function takes an unexpectedly long time to complete.
- Resource Intensive Tasks: When code consumes excessive memory or CPU resources.
- Performance Bottlenecks: During debugging, when profiling reveals specific areas of code that are slowing down overall performance.
- Optimization for Scale: When preparing code for increased load and user traffic.
Key capabilities
- Bottleneck identification
- Algorithm optimization suggestions
- Data structure recommendations
- Code refactoring proposals
Example prompts
- "Analyze this Python script and suggest ways to improve its execution speed."
- "This JavaScript function is using too much memory; can you optimize it?"
- "I'm seeing performance degradation in my application. Can you identify the bottlenecks?"
Tips & gotchas
The skill’s suggestions should be carefully reviewed, as they may involve trade-offs between performance and code readability or maintainability. It is recommended to test any changes thoroughly before deploying them.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.