Agent Evaluation
Evaluates AI agent performance across diverse tasks, providing detailed reports on efficiency, accuracy, and areas for improvement.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add sebas-aikon-intelligence-agent-evaluation npx -- -y @trustedskills/sebas-aikon-intelligence-agent-evaluation
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"sebas-aikon-intelligence-agent-evaluation": {
"command": "npx",
"args": [
"-y",
"@trustedskills/sebas-aikon-intelligence-agent-evaluation"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill, sebas-aikon-intelligence-agent-evaluation, provides a structured way to evaluate the performance of AI agents. It assesses agent behavior against predefined criteria and generates reports summarizing strengths and weaknesses. The evaluation process includes analyzing task completion rates, adherence to instructions, and overall efficiency.
When to use it
- Debugging Agent Behavior: Identify why an agent isn't performing as expected in a specific scenario.
- Comparing Different Agents: Objectively assess the relative effectiveness of multiple agents for the same task.
- Improving Agent Training: Use evaluation data to refine training datasets and improve overall agent capabilities.
- Monitoring Performance Drift: Track an agent’s performance over time to detect degradation or unexpected changes in behavior.
Key capabilities
- Agent performance assessment
- Task completion rate analysis
- Instruction adherence evaluation
- Efficiency measurement
- Report generation
Example prompts
- "Evaluate Agent X's performance on the 'customer service chatbot' task."
- "Compare Agent A and Agent B’s ability to summarize news articles."
- "Generate a report detailing Agent Y's adherence to safety guidelines during navigation tasks."
Tips & gotchas
The quality of the evaluation depends heavily on clearly defined criteria. Ensure you provide detailed instructions or benchmarks for the agent to follow when using this skill.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.