Skill_Evaluator
Skill_Evaluator assesses generated content for quality and accuracy, ensuring outputs meet desired standards and providing valuable feedback.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add skill_evaluator npx -- -y @trustedskills/skill_evaluator
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"skill_evaluator": {
"command": "npx",
"args": [
"-y",
"@trustedskills/skill_evaluator"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The skill_evaluator skill assesses the quality and relevance of AI agent outputs. It can analyze text for factual accuracy, logical consistency, and adherence to specific guidelines or criteria. The skill provides a structured evaluation with scores and justifications, helping users understand why an output received a particular rating.
When to use it
- Evaluating draft content: Assess the quality of blog posts, articles, or marketing copy generated by an AI agent before publishing.
- Debugging agent behavior: Identify weaknesses in an agent's reasoning process by evaluating its responses to complex prompts.
- Improving prompt engineering: Determine how changes to a prompt impact the quality and accuracy of the AI’s output.
- Automated feedback loops: Integrate evaluation into automated workflows for continuous improvement of AI agent performance.
Key capabilities
- Factual Accuracy Assessment
- Logical Consistency Analysis
- Adherence to Guidelines Evaluation
- Structured Scoring with Justifications
Example prompts
- "Evaluate the following text for factual accuracy and logical consistency: [text]"
- "Score this response based on these criteria: [criteria]. Response: [response]"
- "Assess whether this email adheres to our brand's tone of voice: [email content]"
Tips & gotchas
The quality of the evaluation depends heavily on providing clear and specific guidelines or criteria for assessment. Ensure that the input text is well-defined and free of ambiguity to obtain accurate results.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.