Agent Performance Analyzer
Analyzes agent interactions to identify performance bottlenecks, suggest improvements, and optimize ruvnet agent workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add agent-performance-analyzer npx -- -y @trustedskills/agent-performance-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"agent-performance-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/agent-performance-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The Agent Performance Analyzer skill assesses and provides insights into the performance of AI agents. It analyzes agent interactions, identifies areas for improvement, and generates reports on key metrics like task completion rate and efficiency. This allows users to optimize agent workflows and enhance overall productivity.
When to use it
- Troubleshooting slow or ineffective agents: Identify bottlenecks in an agent's process by analyzing its steps and decision-making.
- Evaluating new agent configurations: Compare the performance of different agent setups before deploying them widely.
- Optimizing complex workflows: Pinpoint inefficiencies within multi-step agent tasks to streamline operations.
- Monitoring long-running agents: Track key metrics over time to ensure consistent and acceptable performance levels.
Key capabilities
- Interaction analysis
- Performance metric reporting
- Workflow bottleneck identification
- Task completion rate assessment
- Efficiency evaluation
Example prompts
- "Analyze the agent's interaction log from yesterday."
- "Generate a report on task completion rates for the last week."
- "Identify bottlenecks in the checkout process agent workflow."
- "Compare the performance of Agent A and Agent B over the past month."
Tips & gotchas
The skill requires access to agent interaction logs or data streams. Ensure sufficient historical data is available for accurate analysis and meaningful insights.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.