agent-eval

Evaluate agentic systems at component and end-to-end level, producing a structured report with metrics, datasets, and regression strategy. Use this skill whenever the user wants to evaluate, benchmark, or test any agentic or AI pipeline system, including RAG pipelines, multi-agent systems, LLM chains, retrieval systems, or any system with modelling components. Triggers include: "evaluate my agent", "benchmark my pipeline", "write evals for", "test my RAG", "how is my system performing", and "set up evals". Always use this skill when the user shares a codebase and asks how well it works.