Ai Evaluation
Sunnypatneedi's ai-evaluation assesses AI outputs against defined criteria, providing scores and actionable feedback 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 ai-evaluation npx -- -y @trustedskills/ai-evaluation
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"ai-evaluation": {
"command": "npx",
"args": [
"-y",
"@trustedskills/ai-evaluation"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The ai-evaluation skill allows an AI agent to assess and rate the quality of generated text or code. It can provide feedback on aspects like helpfulness, accuracy, relevance, and safety. This skill is designed to help improve the output of other AI agents by providing structured evaluations.
When to use it
- Evaluating draft content: Use this skill to get a quick assessment of blog posts, articles, or marketing copy before publishing.
- Code review assistance: Have the agent evaluate code snippets for correctness, efficiency, and adherence to coding standards.
- Improving chatbot responses: Assess chatbot replies to determine if they are helpful and address user needs effectively.
- Safety checks on AI-generated content: Evaluate generated text for potentially harmful or biased statements.
Key capabilities
- Text/Code Evaluation
- Helpfulness Assessment
- Accuracy Rating
- Relevance Scoring
- Safety Analysis
Example prompts
- "Evaluate the following paragraph and provide a score for helpfulness: [paragraph of text]"
- "Assess this Python code snippet for correctness and efficiency: [code snippet]"
- "Rate this chatbot response on a scale of 1-5, considering accuracy and relevance to the user's query: [chatbot response]"
Tips & gotchas
The quality of the evaluation depends heavily on the clarity and specificity of your prompts. Providing context or specific criteria for evaluation will yield more useful results.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.