llm-evaluation

SKILL.md

Test prompts, models, and RAG systems with automated evaluation and CI/CD integration.

LLM outputs are non-deterministic. "It looks good" isn't testing. You need:

| Functional | Does it work? | contains, equals, is-json | | Semantic | Is it correct? | similar, llm-rubric, factuality | | Performance | Is it fast/cheap? | cost, latency | | Security | Is it safe? | redteam, moderation, pii-detection |

LLM prompt testing, evaluation, and CI/CD quality gates using Promptfoo. Invoke when: - Setting up prompt evaluation or regression testing - Integrating LLM testing into CI/CD pipelines - Configuring security testing (red teaming, jailbreaks) - Comparing prompt or model performance - Building evaluation suites for RAG, factuality, or safety Keywords: promptfoo, llm evaluation, prompt testing, red team, CI/CD, regression testing Source: phrazzld/claude-config.

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