M10 Performance
Analyzes and optimizes model performance using lywa1998's specialized metrics for enhanced efficiency and accuracy.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add lywa1998-m10-performance npx -- -y @trustedskills/lywa1998-m10-performance
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"lywa1998-m10-performance": {
"command": "npx",
"args": [
"-y",
"@trustedskills/lywa1998-m10-performance"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The lywa1998-m10-performance skill optimizes Claude's performance within a self-hosted environment. It dynamically adjusts parameters to improve response speed and reduce resource consumption, specifically targeting latency reduction. This results in faster interactions with the AI agent while maintaining acceptable output quality.
When to use it
- Slow Response Times: When your Claude instance is experiencing noticeable delays in generating responses.
- Resource Constraints: If you're running Claude on hardware with limited memory or processing power.
- High-Volume Usage: To maintain responsiveness during periods of heavy usage and concurrent requests.
- Cost Optimization: Reducing latency can indirectly lower operational costs by improving efficiency.
Key capabilities
- Dynamic parameter adjustment for Claude
- Latency reduction in self-hosted environments
- Resource consumption optimization
- Maintains acceptable output quality while optimizing performance
Example prompts
- "Optimize Claude's performance to reduce response time."
- "Tune the parameters for faster responses, prioritizing speed over absolute accuracy."
- "Can you make Claude respond quicker without sacrificing too much quality?"
Tips & gotchas
The skill is designed specifically for self-hosted Claude instances. Ensure your environment meets the necessary prerequisites before installation and use.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.