Advanced Evaluation
This AI agent skill deeply analyzes and assesses complex data sets, providing insightful judgments for improved decision-making and strategic planning.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add 5dlabs-advanced-evaluation npx -- -y @trustedskills/5dlabs-advanced-evaluation
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"5dlabs-advanced-evaluation": {
"command": "npx",
"args": [
"-y",
"@trustedskills/5dlabs-advanced-evaluation"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill provides advanced evaluation capabilities for AI agents. It allows users to assess agent performance based on custom metrics and criteria, going beyond simple pass/fail assessments. The tool facilitates structured feedback loops and helps identify areas for improvement in agent behavior and output quality.
When to use it
- Evaluating the accuracy of a chatbot's responses against a specific knowledge base.
- Assessing an AI writing assistant’s ability to adhere to a defined style guide.
- Measuring the efficiency of an automated code generation tool based on performance benchmarks.
- Determining if a planning agent consistently achieves desired outcomes in a simulated environment.
Key capabilities
- Custom metric definition
- Structured feedback loops
- Performance assessment
- Behavioral analysis
Example prompts
- "Evaluate the agent's response to 'What is the capital of France?' against the knowledge base."
- "Assess this generated email for tone and adherence to our brand guidelines."
- "Run a performance benchmark on the code generation tool, measuring execution time and resource usage."
Tips & gotchas
This skill requires clear definition of evaluation metrics beforehand. The quality of the assessment heavily relies on the specificity and accuracy of these defined criteria.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.