Deep Performance Tuning
Optimizes AI model performance through iterative data analysis, parameter adjustments, and nuanced feedback loops.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add deep-performance-tuning npx -- -y @trustedskills/deep-performance-tuning
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"deep-performance-tuning": {
"command": "npx",
"args": [
"-y",
"@trustedskills/deep-performance-tuning"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows for deep performance tuning of Android applications. It can identify and resolve bottlenecks, optimize resource usage (CPU, memory, network), and improve overall app responsiveness. The tool provides detailed profiling data to pinpoint areas needing improvement and suggests targeted optimizations.
When to use it
- Slow App Performance: When users report slow loading times or laggy interactions within an Android application.
- High Battery Drain: To investigate and reduce excessive battery consumption caused by inefficient code or resource management.
- Memory Leaks: To diagnose and fix memory leaks that can lead to crashes or performance degradation over time.
- Network Bottlenecks: When network requests are slow or unreliable, impacting app functionality.
Key capabilities
- Profiling: Detailed CPU, Memory, and Network usage analysis.
- Bottleneck Identification: Pinpoints specific code sections causing performance issues.
- Resource Optimization Suggestions: Provides recommendations for improving resource utilization.
- Targeted Tuning: Allows focusing on specific areas of the application for optimization.
Example prompts
- "Analyze the startup time of my Android app and identify bottlenecks."
- "Profile the network usage of this screen in my app and suggest optimizations."
- “Find memory leaks within the
MainActivityclass.”
Tips & gotchas
This skill requires a rooted Android device or emulator for full profiling capabilities. The results can be complex, requiring some understanding of Android development principles to interpret effectively.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.