LLM Evaluation & Testing FAQs

Question 1

How does the CI/CD integration work?

Accepted Answer

It provides GitHub Action templates that automatically run your evaluation suites on pull requests, allowing you to set specific pass/fail thresholds before code can be merged.

Question 2

What is Promptfoo and how does this skill use it?

Accepted Answer

Promptfoo is an open-source tool for testing LLM outputs. This skill provides the configuration and commands to run Promptfoo evaluations, view results, and perform red-teaming directly within your development environment.

Question 3

Is security testing included in this skill?

Accepted Answer

Yes, the skill includes specialized red-teaming configurations to scan for prompt injections, PII leaks, and other vulnerabilities as defined by the OWASP Top 10 for LLMs.

Question 4

Does this skill help with RAG (Retrieval-Augmented Generation) testing?

Accepted Answer

Absolutely. It includes patterns for context-aware testing, retrieval quality evaluation, and factuality checks against reference data to ensure your RAG system isn't hallucinating.

Question 5

Can I use this skill to compare different AI models?

Accepted Answer

Yes, the skill supports side-by-side comparisons of multiple providers including Anthropic, OpenAI, and OpenRouter to evaluate differences in cost, latency, and output quality.

LLM Evaluation & Testing

主要功能

使用场景

LLM Evaluation & Testing

主要功能

使用场景