Llm Testing
Helps with LLMs, testing as part of building AI and machine learning applications workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add llm-testing npx -- -y @trustedskills/llm-testing
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"llm-testing": {
"command": "npx",
"args": [
"-y",
"@trustedskills/llm-testing"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill provides a framework for testing Large Language Models (LLMs). It allows users to define test cases, execute them against an LLM, and evaluate the results based on predefined criteria. The tool facilitates systematic assessment of LLM performance across various scenarios and prompts.
When to use it
- Evaluating new LLMs: Quickly assess the capabilities and limitations of a newly available language model before integrating it into a workflow.
- Regression testing after updates: Ensure that changes or updates to an existing LLM haven't negatively impacted its performance on critical tasks.
- Prompt engineering validation: Verify that optimized prompts consistently produce desired outputs from an LLM.
- Benchmarking different models: Compare the performance of multiple LLMs against a standardized set of test cases.
Key capabilities
- Test case definition
- LLM execution
- Result evaluation
- Automated testing framework
Example prompts
- "Run the 'summarization_accuracy' test suite."
- "Execute test case 'question_answering_factual' with prompt: 'What is the capital of France?'"
- "Show me the results for all tests run against model 'gpt-4'."
Tips & gotchas
The effectiveness of this skill depends on well-defined and representative test cases. Ensure your test suite covers a wide range of potential inputs and expected outputs to get a comprehensive assessment of the LLM's capabilities.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.