Llm As A Judge
Provides LLMs guidance and assistance for building AI and machine learning applications.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add llm-as-a-judge npx -- -y @trustedskills/llm-as-a-judge
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"llm-as-a-judge": {
"command": "npx",
"args": [
"-y",
"@trustedskills/llm-as-a-judge"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows an AI agent to evaluate text based on provided criteria. It can assess responses for qualities like helpfulness, relevance, and accuracy against a defined rubric. The LLM acts as a judge, providing scores or rankings for different outputs.
When to use it
- Evaluating chatbot responses: Determine which response from multiple chatbots is the most appropriate given a user query.
- Grading writing samples: Assess student essays or creative writing pieces based on specific guidelines.
- Comparing code solutions: Evaluate different code submissions for correctness and efficiency against a set of tests.
- Content quality assessment: Score articles or blog posts based on factors like clarity, grammar, and factual accuracy.
Key capabilities
- Text evaluation based on provided criteria
- Scoring outputs against a rubric
- Ranking multiple responses
- Assessment for helpfulness, relevance, and accuracy
Example prompts
- "Evaluate these two chatbot responses to the query 'How do I bake a cake?' and rank them from best to worst."
- "Score this essay on a scale of 1-5 based on grammar, clarity, and argumentation."
- "Assess which code solution is more efficient given these test cases."
Tips & gotchas
The quality of the evaluation heavily depends on the specificity and clarity of the criteria provided. Vague or ambiguous rubrics will lead to inconsistent results.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.