Skill Evaluation
This skill assesses the quality of other AI skills, providing insights for improved performance and targeted selection.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add skill-evaluation npx -- -y @trustedskills/skill-evaluation
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"skill-evaluation": {
"command": "npx",
"args": [
"-y",
"@trustedskills/skill-evaluation"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill provides evaluation capabilities to AI agents. It allows users to assess and rate agent performance based on defined criteria, providing feedback for improvement. The skill can also be used to compare different agent approaches or configurations against each other.
When to use it
- Performance Tuning: Evaluate an agent's response quality after implementing changes to its prompt engineering or underlying model.
- A/B Testing: Compare the effectiveness of two different AI agents performing the same task.
- Feedback Collection: Gather structured feedback from human evaluators on specific aspects of an agent’s behavior.
- Benchmarking: Establish a baseline performance score for an agent to track progress over time.
Key capabilities
- Evaluation based on defined criteria
- Rating and scoring of agent responses
- Comparison of different agents or approaches
Example prompts
- "Evaluate the following response: [Agent Response] against these criteria: [Criteria List]"
- "Compare Agent A's response to this prompt with Agent B’s response, using a scale of 1-5 for helpfulness and accuracy."
- “Rate this agent’s performance on a task based on the rubric provided.”
Tips & gotchas
The quality of evaluations depends heavily on well-defined criteria. Ensure your evaluation metrics are clear and specific to get meaningful results.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.