Performance Oracle
Provides data-driven performance insights and recommendations to optimize workflows within udecode's platform.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add udecode-performance-oracle npx -- -y @trustedskills/udecode-performance-oracle
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"udecode-performance-oracle": {
"command": "npx",
"args": [
"-y",
"@trustedskills/udecode-performance-oracle"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The udecode-performance-oracle skill provides a mechanism to evaluate and benchmark the performance of AI agents. It allows users to define specific tasks or scenarios, then assesses an agent's execution against those criteria. This enables data-driven optimization and comparison of different AI agent configurations.
When to use it
- Agent Optimization: Identify bottlenecks in an agent’s workflow by measuring its time taken for various steps.
- A/B Testing: Compare the performance of two different agent versions or prompts on a standardized task.
- Regression Testing: Ensure that changes made to an agent don't negatively impact existing capabilities.
- Performance Monitoring: Track key metrics over time to identify degradation in agent performance.
Key capabilities
- Task definition and specification
- Agent execution benchmarking
- Performance metric measurement
- Comparative analysis of agent performance
Example prompts
- "Evaluate the agent's response time for summarizing this article: [article link]"
- "Compare the accuracy of Agent A and Agent B when answering these five questions."
- "Benchmark the agent’s ability to follow instructions in this complex scenario."
Tips & gotchas
The skill requires clear and well-defined task specifications for accurate performance evaluation. Ambiguous or poorly defined tasks can lead to inconsistent results and inaccurate benchmarking.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.