Muratori Performance Aware
Optimizes task execution speed and resource usage based on real-time performance metrics and system load.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add muratori-performance-aware npx -- -y @trustedskills/muratori-performance-aware
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"muratori-performance-aware": {
"command": "npx",
"args": [
"-y",
"@trustedskills/muratori-performance-aware"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The muratori-performance-aware skill allows AI agents to reason about and optimize their own performance. It provides capabilities for self-assessment, identifying bottlenecks in task execution, and suggesting improvements to workflows or prompt strategies. This leads to faster completion times and more efficient resource utilization.
When to use it
- Complex Task Chains: When an agent is struggling with a multi-step process that takes too long.
- Resource Constraints: When the agent needs to operate within limited computational resources (e.g., a low-powered device).
- Iterative Refinement: To help agents learn from their mistakes and improve performance over time through self-analysis.
- Debugging Agent Behavior: When an agent is exhibiting unexpected or inefficient behavior, this skill can provide insights into the root cause.
Key capabilities
- Self-assessment of task execution time
- Identification of performance bottlenecks
- Suggestion of workflow improvements
- Prompt optimization recommendations
Example prompts
- "Analyze my last three attempts at summarizing this document and tell me how I could improve."
- "I'm taking too long to generate these images. What can I do?"
- "Review the steps I took to complete this task and suggest ways to make it faster."
Tips & gotchas
The skill requires access to agent execution logs or performance metrics to function effectively. Ensure that your environment provides sufficient data for analysis; otherwise, suggestions may be inaccurate or unhelpful.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.